warning: commands will be executed using /bin/sh
job 2549 at Fri Mar 28 23:31:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140325/YutaMouse20-140325/YutaMouse20-140325
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 1561127 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 27402 members 
Mstep: Class 3 contains 27358 members 
Mstep: Class 4 contains 27298 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 27119 members 
Mstep: Class 8 contains 27387 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 27465 members 
Mstep: Class 11 contains 27382 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 27365 members 
Mstep: Class 14 contains 27437 members 
Mstep: Class 15 contains 27605 members 
Mstep: Class 16 contains 27305 members 
Mstep: Class 17 contains 27346 members 
Mstep: Class 18 contains 27325 members 
Mstep: Class 19 contains 27265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2.645073 but Gain 598.884766
Score: -20087556.000000 Penalty: 10779.927734
Iteration 0F: 19 clusters Score -2.008756e+07 nChanged 493011
Entering Unmasked Mstep 
Mstep: Class 0 contains 2810 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 49857 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 16759 members 
Mstep: Class 12 contains 370774 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 31679 members 
Mstep: Class 18 contains 207 members 
Mstep: Class 19 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 103.650696 but Gain 598.884766
Score: -22580492.000000 Penalty: 10181.042969
Iteration 1F: 18 clusters Score -2.258049e+07 nChanged 96671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1015 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 4 contains 11401 members 
Mstep: Class 6 contains 7856 members 
Mstep: Class 7 contains 39630 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 393358 members 
Mstep: Class 13 contains 7955 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 19020 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22780116.000000 Penalty: 10181.042969
Iteration 2F: 18 clusters Score -2.278012e+07 nChanged 65830
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 306 members 
Mstep: Class 4 contains 13763 members 
Mstep: Class 6 contains 10236 members 
Mstep: Class 7 contains 43706 members 
Mstep: Class 8 contains 17924 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 5903 members 
Mstep: Class 12 contains 384616 members 
Mstep: Class 13 contains 14251 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 10475 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22880488.000000 Penalty: 10181.042969
Iteration 3F: 18 clusters Score -2.288049e+07 nChanged 50314
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 230 members 
Mstep: Class 4 contains 13324 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 54105 members 
Mstep: Class 8 contains 25171 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 10 contains 1027 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 365912 members 
Mstep: Class 13 contains 20782 members 
Mstep: Class 14 contains 2240 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -22955000.000000 Penalty: 10181.042969
Iteration 4F: 18 clusters Score -2.2955e+07 nChanged 38032
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 64075 members 
Mstep: Class 8 contains 31035 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 347841 members 
Mstep: Class 13 contains 26171 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 1729 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 488.117218 but Gain 598.884766
Score: -23004116.000000 Penalty: 9582.158203
Iteration 5F: 17 clusters Score -2.300412e+07 nChanged 28011
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 4 contains 11679 members 
Mstep: Class 6 contains 8904 members 
Mstep: Class 7 contains 72111 members 
Mstep: Class 8 contains 34904 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 333610 members 
Mstep: Class 13 contains 30043 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23035156.000000 Penalty: 9582.158203
Iteration 6F: 17 clusters Score -2.303516e+07 nChanged 19775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 435 members 
Mstep: Class 4 contains 11722 members 
Mstep: Class 6 contains 7743 members 
Mstep: Class 7 contains 77696 members 
Mstep: Class 8 contains 37485 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 323292 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23055780.000000 Penalty: 9582.158203
Iteration 7Q: 17 clusters Score -2.305578e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 4 contains 12157 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 81956 members 
Mstep: Class 8 contains 39313 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 315447 members 
Mstep: Class 13 contains 34242 members 
Mstep: Class 14 contains 1205 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 4136 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23070344.000000 Penalty: 9582.158203
Iteration 8Q: 17 clusters Score -2.307034e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 4 contains 12669 members 
Mstep: Class 6 contains 6014 members 
Mstep: Class 7 contains 85457 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 309352 members 
Mstep: Class 13 contains 35253 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 7735 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23081208.000000 Penalty: 9582.158203
Iteration 9Q: 17 clusters Score -2.308121e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 4 contains 13095 members 
Mstep: Class 6 contains 5352 members 
Mstep: Class 7 contains 88451 members 
Mstep: Class 8 contains 41444 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 304381 members 
Mstep: Class 13 contains 35955 members 
Mstep: Class 14 contains 1116 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23089586.000000 Penalty: 9582.158203
Iteration 10Q: 17 clusters Score -2.308959e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 4 contains 13411 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 90994 members 
Mstep: Class 8 contains 42138 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 300086 members 
Mstep: Class 13 contains 36501 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 6838 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 3571 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23096608.000000 Penalty: 9582.158203
Iteration 11Q: 17 clusters Score -2.309661e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 331 members 
Mstep: Class 4 contains 13623 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 93313 members 
Mstep: Class 8 contains 42734 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 296204 members 
Mstep: Class 13 contains 36933 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 6347 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23102852.000000 Penalty: 9582.158203
Iteration 12Q: 17 clusters Score -2.310285e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 4 contains 13710 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 95377 members 
Mstep: Class 8 contains 43375 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 292528 members 
Mstep: Class 13 contains 37216 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 5871 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23108806.000000 Penalty: 9582.158203
Iteration 13Q: 17 clusters Score -2.310881e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 4 contains 13727 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 97233 members 
Mstep: Class 8 contains 43964 members 
Mstep: Class 9 contains 1382 members 
Mstep: Class 11 contains 11073 members 
Mstep: Class 12 contains 288834 members 
Mstep: Class 13 contains 37500 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 2787 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23114698.000000 Penalty: 9582.158203
Iteration 14Q: 17 clusters Score -2.31147e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 4 contains 13715 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 99018 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 12470 members 
Mstep: Class 12 contains 284867 members 
Mstep: Class 13 contains 37718 members 
Mstep: Class 14 contains 648 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23120196.000000 Penalty: 9582.158203
Iteration 15Q: 17 clusters Score -2.31202e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 330 members 
Mstep: Class 4 contains 13692 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 100776 members 
Mstep: Class 8 contains 45217 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 13864 members 
Mstep: Class 12 contains 280895 members 
Mstep: Class 13 contains 37893 members 
Mstep: Class 14 contains 562 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23124850.000000 Penalty: 9582.158203
Iteration 16Q: 17 clusters Score -2.312485e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 4 contains 13631 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 102575 members 
Mstep: Class 8 contains 45876 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 276914 members 
Mstep: Class 13 contains 38045 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128512.000000 Penalty: 9582.158203
Iteration 17Q: 17 clusters Score -2.312851e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 104577 members 
Mstep: Class 8 contains 46512 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 272751 members 
Mstep: Class 13 contains 38157 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 2840 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131714.000000 Penalty: 9582.158203
Iteration 18Q: 17 clusters Score -2.313171e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 326 members 
Mstep: Class 4 contains 13439 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 106800 members 
Mstep: Class 8 contains 47180 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 17443 members 
Mstep: Class 12 contains 268442 members 
Mstep: Class 13 contains 38182 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133320.000000 Penalty: 9582.158203
Iteration 19Q: 17 clusters Score -2.313332e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 326 members 
Mstep: Class 4 contains 13331 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 109600 members 
Mstep: Class 8 contains 47874 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 18420 members 
Mstep: Class 12 contains 263546 members 
Mstep: Class 13 contains 38183 members 
Mstep: Class 14 contains 331 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 357.683075 but Gain 598.884766
Score: -23136460.000000 Penalty: 8983.273438
Iteration 20F: 16 clusters Score -2.313646e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 307 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 113009 members 
Mstep: Class 8 contains 48632 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 21342 members 
Mstep: Class 12 contains 255747 members 
Mstep: Class 13 contains 38211 members 
Mstep: Class 15 contains 3182 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140872.000000 Penalty: 8983.273438
Iteration 21Q: 16 clusters Score -2.314087e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 4 contains 13064 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 117125 members 
Mstep: Class 8 contains 49510 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 246949 members 
Mstep: Class 13 contains 38187 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145084.000000 Penalty: 8983.273438
Iteration 22Q: 16 clusters Score -2.314508e+07 nChanged 12845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 297 members 
Mstep: Class 4 contains 12926 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 121953 members 
Mstep: Class 8 contains 50480 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 27841 members 
Mstep: Class 12 contains 236874 members 
Mstep: Class 13 contains 38152 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150494.000000 Penalty: 8983.273438
Iteration 23Q: 16 clusters Score -2.315049e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 293 members 
Mstep: Class 4 contains 12809 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 127333 members 
Mstep: Class 8 contains 51488 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 31582 members 
Mstep: Class 12 contains 225830 members 
Mstep: Class 13 contains 38082 members 
Mstep: Class 15 contains 2770 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156510.000000 Penalty: 8983.273438
Iteration 24Q: 16 clusters Score -2.315651e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 290 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 133357 members 
Mstep: Class 8 contains 52535 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 35541 members 
Mstep: Class 12 contains 213869 members 
Mstep: Class 13 contains 37964 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162428.000000 Penalty: 8983.273438
Iteration 25Q: 16 clusters Score -2.316243e+07 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 287 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 139935 members 
Mstep: Class 8 contains 53652 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 11 contains 39696 members 
Mstep: Class 12 contains 201032 members 
Mstep: Class 13 contains 37814 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 1969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23169556.000000 Penalty: 8983.273438
Iteration 26Q: 16 clusters Score -2.316956e+07 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 286 members 
Mstep: Class 4 contains 12334 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 147033 members 
Mstep: Class 8 contains 54798 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 43710 members 
Mstep: Class 12 contains 187808 members 
Mstep: Class 13 contains 37597 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23178238.000000 Penalty: 8983.273438
Iteration 27Q: 16 clusters Score -2.317824e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 154428 members 
Mstep: Class 8 contains 55879 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 47304 members 
Mstep: Class 12 contains 174731 members 
Mstep: Class 13 contains 37340 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23187280.000000 Penalty: 8983.273438
Iteration 28Q: 16 clusters Score -2.318728e+07 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 282 members 
Mstep: Class 4 contains 11999 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 161398 members 
Mstep: Class 8 contains 56812 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 50079 members 
Mstep: Class 12 contains 163105 members 
Mstep: Class 13 contains 37050 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23194774.000000 Penalty: 8983.273438
Iteration 29Q: 16 clusters Score -2.319477e+07 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 279 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 167353 members 
Mstep: Class 8 contains 57707 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 51869 members 
Mstep: Class 12 contains 153651 members 
Mstep: Class 13 contains 36619 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23199876.000000 Penalty: 8983.273438
Iteration 30Q: 16 clusters Score -2.319988e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 278 members 
Mstep: Class 4 contains 11707 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 172309 members 
Mstep: Class 8 contains 58609 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 52861 members 
Mstep: Class 12 contains 146132 members 
Mstep: Class 13 contains 36142 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23203230.000000 Penalty: 8983.273438
Iteration 31Q: 16 clusters Score -2.320323e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 278 members 
Mstep: Class 4 contains 11540 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 176149 members 
Mstep: Class 8 contains 59659 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 53285 members 
Mstep: Class 12 contains 140298 members 
Mstep: Class 13 contains 35608 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23205700.000000 Penalty: 8983.273438
Iteration 32Q: 16 clusters Score -2.32057e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 275 members 
Mstep: Class 4 contains 11377 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 178966 members 
Mstep: Class 8 contains 60841 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 53332 members 
Mstep: Class 12 contains 135973 members 
Mstep: Class 13 contains 34973 members 
Mstep: Class 15 contains 2251 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23207884.000000 Penalty: 8983.273438
Iteration 33Q: 16 clusters Score -2.320788e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 4 contains 11168 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 181233 members 
Mstep: Class 8 contains 62130 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 53218 members 
Mstep: Class 12 contains 132461 members 
Mstep: Class 13 contains 34290 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 2723 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23209644.000000 Penalty: 8983.273438
Iteration 34Q: 16 clusters Score -2.320964e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 183352 members 
Mstep: Class 8 contains 63462 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 53066 members 
Mstep: Class 12 contains 129259 members 
Mstep: Class 13 contains 33592 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 2598 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23211198.000000 Penalty: 8983.273438
Iteration 35Q: 16 clusters Score -2.32112e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 4 contains 10703 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 185234 members 
Mstep: Class 8 contains 64827 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 52886 members 
Mstep: Class 12 contains 126426 members 
Mstep: Class 13 contains 32827 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23212588.000000 Penalty: 8983.273438
Iteration 36Q: 16 clusters Score -2.321259e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 186713 members 
Mstep: Class 8 contains 66244 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 52679 members 
Mstep: Class 12 contains 124089 members 
Mstep: Class 13 contains 32001 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23213724.000000 Penalty: 8983.273438
Iteration 37Q: 16 clusters Score -2.321372e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 268 members 
Mstep: Class 4 contains 10291 members 
Mstep: Class 6 contains 1835 members 
Mstep: Class 7 contains 187655 members 
Mstep: Class 8 contains 67627 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 52524 members 
Mstep: Class 12 contains 122416 members 
Mstep: Class 13 contains 31124 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23214272.000000 Penalty: 8983.273438
Iteration 38Q: 16 clusters Score -2.321427e+07 nChanged 8489
Entering ConstructFrom: 
Score: -23214272.000000 Penalty: 8983.273438
Entering ConstructFrom: 
Trying to split cluster 1 (32754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Entering Unmasked Estep 
Score: -1447208.750000 Penalty: 473.053497
	Iteration 0F: 2 clusters Score -1447209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1425204.500000 Penalty: 946.106995
	Iteration 0F: 3 clusters Score -1425204 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1434658.625000 Penalty: 946.106995
	Iteration 1F: 3 clusters Score -1434659 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1435326.375000 Penalty: 946.106995
	Iteration 2Q: 3 clusters Score -1435326 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1436402.625000 Penalty: 946.106995
	Iteration 3F: 3 clusters Score -1436403 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1438069.625000 Penalty: 946.106995
	Iteration 4F: 3 clusters Score -1438070 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1439978.625000 Penalty: 946.106995
	Iteration 5F: 3 clusters Score -1439979 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1441428.000000 Penalty: 946.106995
	Iteration 6F: 3 clusters Score -1441428 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1442331.000000 Penalty: 946.106995
	Iteration 7F: 3 clusters Score -1442331 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1442814.875000 Penalty: 946.106995
	Iteration 8Q: 3 clusters Score -1442815 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1443074.000000 Penalty: 946.106995
	Iteration 9Q: 3 clusters Score -1443074 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1443282.750000 Penalty: 946.106995
	Iteration 10Q: 3 clusters Score -1443283 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1443517.125000 Penalty: 946.106995
	Iteration 11Q: 3 clusters Score -1443517 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1443793.250000 Penalty: 946.106995
	Iteration 12Q: 3 clusters Score -1443793 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1444226.500000 Penalty: 946.106995
	Iteration 13Q: 3 clusters Score -1444226 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1444830.250000 Penalty: 946.106995
	Iteration 14Q: 3 clusters Score -1444830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -1445396.250000 Penalty: 946.106995
	Iteration 15Q: 3 clusters Score -1445396 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1445722.125000 Penalty: 946.106995
	Iteration 16Q: 3 clusters Score -1445722 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1445966.750000 Penalty: 946.106995
	Iteration 17Q: 3 clusters Score -1445967 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1446204.000000 Penalty: 946.106995
	Iteration 18Q: 3 clusters Score -1446204 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -1446416.875000 Penalty: 946.106995
	Iteration 19Q: 3 clusters Score -1446417 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1446564.375000 Penalty: 946.106995
	Iteration 20F: 3 clusters Score -1446564 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -1446692.000000 Penalty: 946.106995
	Iteration 21Q: 3 clusters Score -1446692 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -1446786.250000 Penalty: 946.106995
	Iteration 22Q: 3 clusters Score -1446786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -1446856.375000 Penalty: 946.106995
	Iteration 23Q: 3 clusters Score -1446856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -1446930.625000 Penalty: 946.106995
	Iteration 24Q: 3 clusters Score -1446931 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -1446992.250000 Penalty: 946.106995
	Iteration 25Q: 3 clusters Score -1446992 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1447045.625000 Penalty: 946.106995
	Iteration 26Q: 3 clusters Score -1447046 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1447083.500000 Penalty: 946.106995
	Iteration 27Q: 3 clusters Score -1447084 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -1447127.250000 Penalty: 946.106995
	Iteration 28Q: 3 clusters Score -1447127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1447161.375000 Penalty: 946.106995
	Iteration 29Q: 3 clusters Score -1447161 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -1447187.250000 Penalty: 946.106995
	Iteration 30Q: 3 clusters Score -1447187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -1447212.250000 Penalty: 946.106995
	Iteration 31Q: 3 clusters Score -1447212 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1447234.125000 Penalty: 946.106995
	Iteration 32Q: 3 clusters Score -1447234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1447245.875000 Penalty: 946.106995
	Iteration 33Q: 3 clusters Score -1447246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1447265.375000 Penalty: 946.106995
	Iteration 34Q: 3 clusters Score -1447265 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -1447279.750000 Penalty: 946.106995
	Iteration 35Q: 3 clusters Score -1447280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -1447298.375000 Penalty: 946.106995
	Iteration 36Q: 3 clusters Score -1447298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1447305.125000 Penalty: 946.106995
	Iteration 37Q: 3 clusters Score -1447305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1447312.375000 Penalty: 946.106995
	Iteration 38Q: 3 clusters Score -1447312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -1447322.000000 Penalty: 946.106995
	Iteration 39Q: 3 clusters Score -1447322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -1447333.875000 Penalty: 946.106995
	Iteration 40F: 3 clusters Score -1447334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -1447339.875000 Penalty: 946.106995
	Iteration 41Q: 3 clusters Score -1447340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -1447348.500000 Penalty: 946.106995
	Iteration 42Q: 3 clusters Score -1447348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -1447350.750000 Penalty: 946.106995
	Iteration 43Q: 3 clusters Score -1447351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -1447353.500000 Penalty: 946.106995
	Iteration 44Q: 3 clusters Score -1447354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -1447352.125000 Penalty: 946.106995
	Iteration 45Q: 3 clusters Score -1447352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1447350.125000 Penalty: 946.106995
	Iteration 46Q: 3 clusters Score -1447350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -1447353.500000 Penalty: 946.106995
	Iteration 47Q: 3 clusters Score -1447354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -1447354.875000 Penalty: 946.106995
	Iteration 48Q: 3 clusters Score -1447355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -1447362.750000 Penalty: 946.106995
	Iteration 49Q: 3 clusters Score -1447363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -1447367.500000 Penalty: 946.106995
	Iteration 50Q: 3 clusters Score -1447368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -1447367.750000 Penalty: 946.106995
	Iteration 51Q: 3 clusters Score -1447368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1447370.500000 Penalty: 946.106995
	Iteration 52Q: 3 clusters Score -1447370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -1447370.875000 Penalty: 946.106995
	Iteration 53Q: 3 clusters Score -1447371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1447370.250000 Penalty: 946.106995
	Iteration 54Q: 3 clusters Score -1447370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -1447369.625000 Penalty: 946.106995
	Iteration 55Q: 3 clusters Score -1447370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -1447373.250000 Penalty: 946.106995
	Iteration 56Q: 3 clusters Score -1447373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -1447374.625000 Penalty: 946.106995
	Iteration 57Q: 3 clusters Score -1447375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -1447371.375000 Penalty: 946.106995
	Iteration 58Q: 3 clusters Score -1447371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -1447371.750000 Penalty: 946.106995
	Iteration 59Q: 3 clusters Score -1447372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -1447369.125000 Penalty: 946.106995
	Iteration 60F: 3 clusters Score -1447369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -1447369.500000 Penalty: 946.106995
	Iteration 61Q: 3 clusters Score -1447370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1447372.000000 Penalty: 946.106995
	Iteration 62Q: 3 clusters Score -1447372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -1447369.750000 Penalty: 946.106995
	Iteration 63Q: 3 clusters Score -1447370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -1447368.375000 Penalty: 946.106995
	Iteration 64Q: 3 clusters Score -1447368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1447367.250000 Penalty: 946.106995
	Iteration 65Q: 3 clusters Score -1447367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -1447367.250000 Penalty: 946.106995
	Iteration 66Q: 3 clusters Score -1447367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -1447367.000000 Penalty: 946.106995
	Iteration 67Q: 3 clusters Score -1447367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -1447368.375000 Penalty: 946.106995
	Iteration 68Q: 3 clusters Score -1447368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -1447367.625000 Penalty: 946.106995
	Iteration 69Q: 3 clusters Score -1447368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -1447368.625000 Penalty: 946.106995
	Iteration 70Q: 3 clusters Score -1447369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -1447370.250000 Penalty: 946.106995
	Iteration 71Q: 3 clusters Score -1447370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1447370.625000 Penalty: 946.106995
	Iteration 72Q: 3 clusters Score -1447371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -1447371.250000 Penalty: 946.106995
	Iteration 73Q: 3 clusters Score -1447371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -1447370.375000 Penalty: 946.106995
	Iteration 74Q: 3 clusters Score -1447370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -1447371.500000 Penalty: 946.106995
	Iteration 75Q: 3 clusters Score -1447372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -1447369.750000 Penalty: 946.106995
	Iteration 76Q: 3 clusters Score -1447370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1447369.875000 Penalty: 946.106995
	Iteration 77Q: 3 clusters Score -1447370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -1447370.750000 Penalty: 946.106995
	Iteration 78Q: 3 clusters Score -1447371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1447368.750000 Penalty: 946.106995
	Iteration 79Q: 3 clusters Score -1447369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -1447370.125000 Penalty: 946.106995
	Iteration 80F: 3 clusters Score -1447370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1447370.625000 Penalty: 946.106995
	Iteration 81Q: 3 clusters Score -1447371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1447370.625000 Penalty: 946.106995
	Iteration 82F: 3 clusters Score -1447371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 28239 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 1384 members 
Mstep: Class 11 contains 52406 members 
Mstep: Class 12 contains 121284 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Entering Unmasked Estep 
Score: -23214044.000000 Penalty: 9582.158203
Splitting cluster 1 changes total score from -23214272.000000 to -23214044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -9047.747070 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -9047.747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8763.732422 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -8763.732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8896.165039 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -8896.165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8958.256836 Penalty: 507.411377
	Iteration 2F: 3 clusters Score -8958.257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8976.063477 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -8976.063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9003.643555 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -9003.644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9029.768555 Penalty: 507.411377
	Iteration 5Q: 3 clusters Score -9029.769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9034.719727 Penalty: 507.411377
	Iteration 6Q: 3 clusters Score -9034.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9035.448242 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -9035.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9035.448242 Penalty: 507.411377
	Iteration 8F: 3 clusters Score -9035.448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -442029.312500 Penalty: 419.536743
	Iteration 0F: 2 clusters Score -442029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -435269.750000 Penalty: 839.073486
	Iteration 0F: 3 clusters Score -435269.8 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -438076.312500 Penalty: 839.073486
	Iteration 1F: 3 clusters Score -438076.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -438308.281250 Penalty: 839.073486
	Iteration 2F: 3 clusters Score -438308.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -438565.968750 Penalty: 839.073486
	Iteration 3F: 3 clusters Score -438566 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -438874.625000 Penalty: 839.073486
	Iteration 4F: 3 clusters Score -438874.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -439218.031250 Penalty: 839.073486
	Iteration 5F: 3 clusters Score -439218 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -439606.406250 Penalty: 839.073486
	Iteration 6F: 3 clusters Score -439606.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -439949.625000 Penalty: 839.073486
	Iteration 7F: 3 clusters Score -439949.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -440218.406250 Penalty: 839.073486
	Iteration 8Q: 3 clusters Score -440218.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -440439.437500 Penalty: 839.073486
	Iteration 9Q: 3 clusters Score -440439.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -440592.343750 Penalty: 839.073486
	Iteration 10Q: 3 clusters Score -440592.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -440721.156250 Penalty: 839.073486
	Iteration 11Q: 3 clusters Score -440721.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -440848.531250 Penalty: 839.073486
	Iteration 12Q: 3 clusters Score -440848.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -440981.062500 Penalty: 839.073486
	Iteration 13Q: 3 clusters Score -440981.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -441121.500000 Penalty: 839.073486
	Iteration 14Q: 3 clusters Score -441121.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -441264.281250 Penalty: 839.073486
	Iteration 15Q: 3 clusters Score -441264.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -441391.875000 Penalty: 839.073486
	Iteration 16Q: 3 clusters Score -441391.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -441503.218750 Penalty: 839.073486
	Iteration 17Q: 3 clusters Score -441503.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -441594.875000 Penalty: 839.073486
	Iteration 18Q: 3 clusters Score -441594.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -441666.593750 Penalty: 839.073486
	Iteration 19Q: 3 clusters Score -441666.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -441696.343750 Penalty: 839.073486
	Iteration 20F: 3 clusters Score -441696.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -441713.843750 Penalty: 839.073486
	Iteration 21Q: 3 clusters Score -441713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -441723.375000 Penalty: 839.073486
	Iteration 22Q: 3 clusters Score -441723.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -441732.375000 Penalty: 839.073486
	Iteration 23Q: 3 clusters Score -441732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -441738.906250 Penalty: 839.073486
	Iteration 24Q: 3 clusters Score -441738.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -441741.500000 Penalty: 839.073486
	Iteration 25Q: 3 clusters Score -441741.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -441745.125000 Penalty: 839.073486
	Iteration 26Q: 3 clusters Score -441745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -441747.281250 Penalty: 839.073486
	Iteration 27Q: 3 clusters Score -441747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -441750.000000 Penalty: 839.073486
	Iteration 28Q: 3 clusters Score -441750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -441753.437500 Penalty: 839.073486
	Iteration 29Q: 3 clusters Score -441753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -441755.218750 Penalty: 839.073486
	Iteration 30Q: 3 clusters Score -441755.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -441758.343750 Penalty: 839.073486
	Iteration 31Q: 3 clusters Score -441758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -441760.062500 Penalty: 839.073486
	Iteration 32Q: 3 clusters Score -441760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -441764.250000 Penalty: 839.073486
	Iteration 33Q: 3 clusters Score -441764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -441766.562500 Penalty: 839.073486
	Iteration 34Q: 3 clusters Score -441766.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -441772.656250 Penalty: 839.073486
	Iteration 35Q: 3 clusters Score -441772.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -441777.656250 Penalty: 839.073486
	Iteration 36Q: 3 clusters Score -441777.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -441781.656250 Penalty: 839.073486
	Iteration 37Q: 3 clusters Score -441781.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -441785.062500 Penalty: 839.073486
	Iteration 38Q: 3 clusters Score -441785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -441789.625000 Penalty: 839.073486
	Iteration 39Q: 3 clusters Score -441789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -441794.437500 Penalty: 839.073486
	Iteration 40F: 3 clusters Score -441794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -441798.593750 Penalty: 839.073486
	Iteration 41Q: 3 clusters Score -441798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -441801.500000 Penalty: 839.073486
	Iteration 42Q: 3 clusters Score -441801.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -441805.968750 Penalty: 839.073486
	Iteration 43Q: 3 clusters Score -441806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -441812.343750 Penalty: 839.073486
	Iteration 44Q: 3 clusters Score -441812.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -441818.937500 Penalty: 839.073486
	Iteration 45Q: 3 clusters Score -441818.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -441822.968750 Penalty: 839.073486
	Iteration 46Q: 3 clusters Score -441823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -441825.687500 Penalty: 839.073486
	Iteration 47Q: 3 clusters Score -441825.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -441829.656250 Penalty: 839.073486
	Iteration 48Q: 3 clusters Score -441829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -441835.750000 Penalty: 839.073486
	Iteration 49Q: 3 clusters Score -441835.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -441842.218750 Penalty: 839.073486
	Iteration 50Q: 3 clusters Score -441842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -441846.843750 Penalty: 839.073486
	Iteration 51Q: 3 clusters Score -441846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -441850.250000 Penalty: 839.073486
	Iteration 52Q: 3 clusters Score -441850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -441852.593750 Penalty: 839.073486
	Iteration 53Q: 3 clusters Score -441852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -441854.562500 Penalty: 839.073486
	Iteration 54Q: 3 clusters Score -441854.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -441856.406250 Penalty: 839.073486
	Iteration 55Q: 3 clusters Score -441856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -441858.531250 Penalty: 839.073486
	Iteration 56Q: 3 clusters Score -441858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -441858.281250 Penalty: 839.073486
	Iteration 57Q: 3 clusters Score -441858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -441858.250000 Penalty: 839.073486
	Iteration 58Q: 3 clusters Score -441858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -441858.250000 Penalty: 839.073486
	Iteration 59F: 3 clusters Score -441858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -78468.710938 Penalty: 340.538788
	Iteration 0F: 2 clusters Score -78468.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -77179.875000 Penalty: 681.077576
	Iteration 0F: 3 clusters Score -77179.88 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -77721.804688 Penalty: 681.077576
	Iteration 1F: 3 clusters Score -77721.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77891.796875 Penalty: 681.077576
	Iteration 2F: 3 clusters Score -77891.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -77998.609375 Penalty: 681.077576
	Iteration 3F: 3 clusters Score -77998.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -78056.226562 Penalty: 681.077576
	Iteration 4F: 3 clusters Score -78056.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -78089.937500 Penalty: 681.077576
	Iteration 5Q: 3 clusters Score -78089.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -78121.742188 Penalty: 681.077576
	Iteration 6Q: 3 clusters Score -78121.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78157.125000 Penalty: 681.077576
	Iteration 7Q: 3 clusters Score -78157.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -78180.710938 Penalty: 681.077576
	Iteration 8Q: 3 clusters Score -78180.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -78191.953125 Penalty: 681.077576
	Iteration 9Q: 3 clusters Score -78191.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -78205.960938 Penalty: 681.077576
	Iteration 10Q: 3 clusters Score -78205.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -78216.617188 Penalty: 681.077576
	Iteration 11Q: 3 clusters Score -78216.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -78222.445312 Penalty: 681.077576
	Iteration 12Q: 3 clusters Score -78222.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78224.992188 Penalty: 681.077576
	Iteration 13Q: 3 clusters Score -78224.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78226.273438 Penalty: 681.077576
	Iteration 14Q: 3 clusters Score -78226.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78226.562500 Penalty: 681.077576
	Iteration 15Q: 3 clusters Score -78226.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -78226.562500 Penalty: 681.077576
	Iteration 16F: 3 clusters Score -78226.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (188174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Entering Unmasked Estep 
Score: -8669824.000000 Penalty: 552.603088
	Iteration 0F: 2 clusters Score -8669824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -8547799.000000 Penalty: 1105.206177
	Iteration 0F: 3 clusters Score -8547799 nChanged 92833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -8607721.000000 Penalty: 1105.206177
	Iteration 1F: 3 clusters Score -8607721 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -8612366.000000 Penalty: 1105.206177
	Iteration 2Q: 3 clusters Score -8612366 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -8619888.000000 Penalty: 1105.206177
	Iteration 3F: 3 clusters Score -8619888 nChanged 12177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 120095 members 
Entering Unmasked Estep 
Score: -8630026.000000 Penalty: 1105.206177
	Iteration 4F: 3 clusters Score -8630026 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -8639524.000000 Penalty: 1105.206177
	Iteration 5F: 3 clusters Score -8639524 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 131675 members 
Entering Unmasked Estep 
Score: -8645731.000000 Penalty: 1105.206177
	Iteration 6F: 3 clusters Score -8645731 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 135649 members 
Entering Unmasked Estep 
Score: -8648959.000000 Penalty: 1105.206177
	Iteration 7Q: 3 clusters Score -8648959 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -8650709.000000 Penalty: 1105.206177
	Iteration 8Q: 3 clusters Score -8650709 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 142688 members 
Entering Unmasked Estep 
Score: -8652082.000000 Penalty: 1105.206177
	Iteration 9Q: 3 clusters Score -8652082 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 146252 members 
Entering Unmasked Estep 
Score: -8653316.000000 Penalty: 1105.206177
	Iteration 10Q: 3 clusters Score -8653316 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -8654644.000000 Penalty: 1105.206177
	Iteration 11Q: 3 clusters Score -8654644 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -8656012.000000 Penalty: 1105.206177
	Iteration 12Q: 3 clusters Score -8656012 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 157710 members 
Entering Unmasked Estep 
Score: -8657353.000000 Penalty: 1105.206177
	Iteration 13Q: 3 clusters Score -8657353 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 161505 members 
Entering Unmasked Estep 
Score: -8658641.000000 Penalty: 1105.206177
	Iteration 14Q: 3 clusters Score -8658641 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -8660001.000000 Penalty: 1105.206177
	Iteration 15Q: 3 clusters Score -8660001 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -8661282.000000 Penalty: 1105.206177
	Iteration 16Q: 3 clusters Score -8661282 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -8662438.000000 Penalty: 1105.206177
	Iteration 17Q: 3 clusters Score -8662438 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -8663713.000000 Penalty: 1105.206177
	Iteration 18Q: 3 clusters Score -8663713 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 177995 members 
Entering Unmasked Estep 
Score: -8664843.000000 Penalty: 1105.206177
	Iteration 19Q: 3 clusters Score -8664843 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 180263 members 
Entering Unmasked Estep 
Score: -8665944.000000 Penalty: 1105.206177
	Iteration 20F: 3 clusters Score -8665944 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 182099 members 
Entering Unmasked Estep 
Score: -8666745.000000 Penalty: 1105.206177
	Iteration 21Q: 3 clusters Score -8666745 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -8667347.000000 Penalty: 1105.206177
	Iteration 22Q: 3 clusters Score -8667347 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 184671 members 
Entering Unmasked Estep 
Score: -8667850.000000 Penalty: 1105.206177
	Iteration 23Q: 3 clusters Score -8667850 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 185465 members 
Entering Unmasked Estep 
Score: -8668207.000000 Penalty: 1105.206177
	Iteration 24Q: 3 clusters Score -8668207 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -8668535.000000 Penalty: 1105.206177
	Iteration 25Q: 3 clusters Score -8668535 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -8668716.000000 Penalty: 1105.206177
	Iteration 26Q: 3 clusters Score -8668716 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 186896 members 
Entering Unmasked Estep 
Score: -8668875.000000 Penalty: 1105.206177
	Iteration 27Q: 3 clusters Score -8668875 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 187128 members 
Entering Unmasked Estep 
Score: -8668940.000000 Penalty: 1105.206177
	Iteration 28Q: 3 clusters Score -8668940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 187300 members 
Entering Unmasked Estep 
Score: -8669003.000000 Penalty: 1105.206177
	Iteration 29Q: 3 clusters Score -8669003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 187428 members 
Entering Unmasked Estep 
Score: -8669044.000000 Penalty: 1105.206177
	Iteration 30Q: 3 clusters Score -8669044 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 187533 members 
Entering Unmasked Estep 
Score: -8669089.000000 Penalty: 1105.206177
	Iteration 31Q: 3 clusters Score -8669089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 187618 members 
Entering Unmasked Estep 
Score: -8669128.000000 Penalty: 1105.206177
	Iteration 32Q: 3 clusters Score -8669128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187684 members 
Entering Unmasked Estep 
Score: -8669144.000000 Penalty: 1105.206177
	Iteration 33Q: 3 clusters Score -8669144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 187732 members 
Entering Unmasked Estep 
Score: -8669165.000000 Penalty: 1105.206177
	Iteration 34Q: 3 clusters Score -8669165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 187765 members 
Entering Unmasked Estep 
Score: -8669200.000000 Penalty: 1105.206177
	Iteration 35Q: 3 clusters Score -8669200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 187796 members 
Entering Unmasked Estep 
Score: -8669221.000000 Penalty: 1105.206177
	Iteration 36Q: 3 clusters Score -8669221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 187825 members 
Entering Unmasked Estep 
Score: -8669250.000000 Penalty: 1105.206177
	Iteration 37Q: 3 clusters Score -8669250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 187842 members 
Entering Unmasked Estep 
Score: -8669253.000000 Penalty: 1105.206177
	Iteration 38Q: 3 clusters Score -8669253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 187847 members 
Entering Unmasked Estep 
Score: -8669266.000000 Penalty: 1105.206177
	Iteration 39Q: 3 clusters Score -8669266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 187852 members 
Entering Unmasked Estep 
Score: -8669275.000000 Penalty: 1105.206177
	Iteration 40F: 3 clusters Score -8669275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187856 members 
Entering Unmasked Estep 
Score: -8669277.000000 Penalty: 1105.206177
	Iteration 41Q: 3 clusters Score -8669277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187858 members 
Entering Unmasked Estep 
Score: -8669273.000000 Penalty: 1105.206177
	Iteration 42Q: 3 clusters Score -8669273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 187861 members 
Entering Unmasked Estep 
Score: -8669273.000000 Penalty: 1105.206177
	Iteration 43Q: 3 clusters Score -8669273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187862 members 
Entering Unmasked Estep 
Score: -8669271.000000 Penalty: 1105.206177
	Iteration 44Q: 3 clusters Score -8669271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187862 members 
Entering Unmasked Estep 
Score: -8669271.000000 Penalty: 1105.206177
	Iteration 45F: 3 clusters Score -8669271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (69029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Entering Unmasked Estep 
Score: -3292189.750000 Penalty: 506.973816
	Iteration 0F: 2 clusters Score -3292190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3245685.750000 Penalty: 1013.947632
	Iteration 0F: 3 clusters Score -3245686 nChanged 33466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3265425.750000 Penalty: 1013.947632
	Iteration 1F: 3 clusters Score -3265426 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3266181.000000 Penalty: 1013.947632
	Iteration 2Q: 3 clusters Score -3266181 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3267389.750000 Penalty: 1013.947632
	Iteration 3Q: 3 clusters Score -3267390 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3269383.000000 Penalty: 1013.947632
	Iteration 4F: 3 clusters Score -3269383 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3272831.000000 Penalty: 1013.947632
	Iteration 5F: 3 clusters Score -3272831 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3277665.750000 Penalty: 1013.947632
	Iteration 6F: 3 clusters Score -3277666 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3282635.000000 Penalty: 1013.947632
	Iteration 7F: 3 clusters Score -3282635 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3286494.250000 Penalty: 1013.947632
	Iteration 8F: 3 clusters Score -3286494 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3288897.500000 Penalty: 1013.947632
	Iteration 9Q: 3 clusters Score -3288898 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3290215.750000 Penalty: 1013.947632
	Iteration 10Q: 3 clusters Score -3290216 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3290920.250000 Penalty: 1013.947632
	Iteration 11Q: 3 clusters Score -3290920 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3291289.000000 Penalty: 1013.947632
	Iteration 12Q: 3 clusters Score -3291289 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3291518.750000 Penalty: 1013.947632
	Iteration 13Q: 3 clusters Score -3291519 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3291644.750000 Penalty: 1013.947632
	Iteration 14Q: 3 clusters Score -3291645 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3291687.750000 Penalty: 1013.947632
	Iteration 15Q: 3 clusters Score -3291688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3291746.000000 Penalty: 1013.947632
	Iteration 16Q: 3 clusters Score -3291746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3291791.000000 Penalty: 1013.947632
	Iteration 17Q: 3 clusters Score -3291791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3291813.250000 Penalty: 1013.947632
	Iteration 18Q: 3 clusters Score -3291813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3291837.500000 Penalty: 1013.947632
	Iteration 19Q: 3 clusters Score -3291838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3291849.500000 Penalty: 1013.947632
	Iteration 20F: 3 clusters Score -3291850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3291856.500000 Penalty: 1013.947632
	Iteration 21Q: 3 clusters Score -3291856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3291866.750000 Penalty: 1013.947632
	Iteration 22Q: 3 clusters Score -3291867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3291875.250000 Penalty: 1013.947632
	Iteration 23Q: 3 clusters Score -3291875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3291882.000000 Penalty: 1013.947632
	Iteration 24Q: 3 clusters Score -3291882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3291899.750000 Penalty: 1013.947632
	Iteration 25Q: 3 clusters Score -3291900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3291904.500000 Penalty: 1013.947632
	Iteration 26Q: 3 clusters Score -3291904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3291914.250000 Penalty: 1013.947632
	Iteration 27Q: 3 clusters Score -3291914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3291923.750000 Penalty: 1013.947632
	Iteration 28Q: 3 clusters Score -3291924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3291926.250000 Penalty: 1013.947632
	Iteration 29Q: 3 clusters Score -3291926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3291930.000000 Penalty: 1013.947632
	Iteration 30Q: 3 clusters Score -3291930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3291929.500000 Penalty: 1013.947632
	Iteration 31Q: 3 clusters Score -3291930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3291931.750000 Penalty: 1013.947632
	Iteration 32Q: 3 clusters Score -3291932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3291931.500000 Penalty: 1013.947632
	Iteration 33Q: 3 clusters Score -3291932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3291936.500000 Penalty: 1013.947632
	Iteration 34Q: 3 clusters Score -3291936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3291939.500000 Penalty: 1013.947632
	Iteration 35Q: 3 clusters Score -3291940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3291939.000000 Penalty: 1013.947632
	Iteration 36Q: 3 clusters Score -3291939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3291939.750000 Penalty: 1013.947632
	Iteration 37Q: 3 clusters Score -3291940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3291941.250000 Penalty: 1013.947632
	Iteration 38Q: 3 clusters Score -3291941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3291941.250000 Penalty: 1013.947632
	Iteration 39F: 3 clusters Score -3291941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -53657.921875 Penalty: 329.089355
	Iteration 0F: 2 clusters Score -53657.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -52645.765625 Penalty: 658.178711
	Iteration 0F: 3 clusters Score -52645.77 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53139.921875 Penalty: 658.178711
	Iteration 1F: 3 clusters Score -53139.92 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -53427.984375 Penalty: 658.178711
	Iteration 2F: 3 clusters Score -53427.98 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53720.085938 Penalty: 658.178711
	Iteration 3F: 3 clusters Score -53720.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -54066.214844 Penalty: 658.178711
	Iteration 4F: 3 clusters Score -54066.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -54483.175781 Penalty: 658.178711
	Iteration 5F: 3 clusters Score -54483.18 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -54758.628906 Penalty: 658.178711
	Iteration 6F: 3 clusters Score -54758.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54941.308594 Penalty: 658.178711
	Iteration 7F: 3 clusters Score -54941.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -55081.578125 Penalty: 658.178711
	Iteration 8F: 3 clusters Score -55081.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55117.085938 Penalty: 658.178711
	Iteration 9Q: 3 clusters Score -55117.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55117.746094 Penalty: 658.178711
	Iteration 10Q: 3 clusters Score -55117.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55118.277344 Penalty: 658.178711
	Iteration 11Q: 3 clusters Score -55118.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -55118.414062 Penalty: 658.178711
	Iteration 12Q: 3 clusters Score -55118.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -55118.414062 Penalty: 658.178711
	Iteration 13F: 3 clusters Score -55118.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 11 contains 52406 members 
Mstep: Class 12 contains 121284 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Entering Unmasked Estep 
Score: -23215008.000000 Penalty: 9582.158203
Splitting cluster 9 changes total score from -23214272.000000 to -23215008.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (52406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Entering Unmasked Estep 
Score: -2540590.000000 Penalty: 494.438324
	Iteration 0F: 2 clusters Score -2540590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2505428.250000 Penalty: 988.876648
	Iteration 0F: 3 clusters Score -2505428 nChanged 25293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -2520539.500000 Penalty: 988.876648
	Iteration 1F: 3 clusters Score -2520540 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2521655.250000 Penalty: 988.876648
	Iteration 2Q: 3 clusters Score -2521655 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -2523376.000000 Penalty: 988.876648
	Iteration 3F: 3 clusters Score -2523376 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -2525969.750000 Penalty: 988.876648
	Iteration 4F: 3 clusters Score -2525970 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2529222.500000 Penalty: 988.876648
	Iteration 5F: 3 clusters Score -2529222 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -2531797.000000 Penalty: 988.876648
	Iteration 6F: 3 clusters Score -2531797 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -2532932.000000 Penalty: 988.876648
	Iteration 7Q: 3 clusters Score -2532932 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -2533303.250000 Penalty: 988.876648
	Iteration 8Q: 3 clusters Score -2533303 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -2533476.250000 Penalty: 988.876648
	Iteration 9Q: 3 clusters Score -2533476 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -2533676.750000 Penalty: 988.876648
	Iteration 10Q: 3 clusters Score -2533677 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -2533869.750000 Penalty: 988.876648
	Iteration 11Q: 3 clusters Score -2533870 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -2534063.500000 Penalty: 988.876648
	Iteration 12Q: 3 clusters Score -2534064 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -2534249.750000 Penalty: 988.876648
	Iteration 13Q: 3 clusters Score -2534250 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -2534468.500000 Penalty: 988.876648
	Iteration 14Q: 3 clusters Score -2534468 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -2534704.500000 Penalty: 988.876648
	Iteration 15Q: 3 clusters Score -2534704 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -2534956.000000 Penalty: 988.876648
	Iteration 16Q: 3 clusters Score -2534956 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -2535230.250000 Penalty: 988.876648
	Iteration 17Q: 3 clusters Score -2535230 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2535534.000000 Penalty: 988.876648
	Iteration 18Q: 3 clusters Score -2535534 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -2535864.750000 Penalty: 988.876648
	Iteration 19Q: 3 clusters Score -2535865 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -2536194.250000 Penalty: 988.876648
	Iteration 20F: 3 clusters Score -2536194 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -2536534.500000 Penalty: 988.876648
	Iteration 21Q: 3 clusters Score -2536534 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -2536935.500000 Penalty: 988.876648
	Iteration 22Q: 3 clusters Score -2536936 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -2537359.500000 Penalty: 988.876648
	Iteration 23Q: 3 clusters Score -2537360 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -2537800.000000 Penalty: 988.876648
	Iteration 24Q: 3 clusters Score -2537800 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -2538289.250000 Penalty: 988.876648
	Iteration 25Q: 3 clusters Score -2538289 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -2538745.500000 Penalty: 988.876648
	Iteration 26Q: 3 clusters Score -2538746 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -2539203.000000 Penalty: 988.876648
	Iteration 27Q: 3 clusters Score -2539203 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -2539533.500000 Penalty: 988.876648
	Iteration 28Q: 3 clusters Score -2539534 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -2539768.750000 Penalty: 988.876648
	Iteration 29Q: 3 clusters Score -2539769 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -2539950.000000 Penalty: 988.876648
	Iteration 30Q: 3 clusters Score -2539950 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -2540101.500000 Penalty: 988.876648
	Iteration 31Q: 3 clusters Score -2540102 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -2540206.250000 Penalty: 988.876648
	Iteration 32Q: 3 clusters Score -2540206 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -2540275.000000 Penalty: 988.876648
	Iteration 33Q: 3 clusters Score -2540275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -2540326.750000 Penalty: 988.876648
	Iteration 34Q: 3 clusters Score -2540327 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -2540373.250000 Penalty: 988.876648
	Iteration 35Q: 3 clusters Score -2540373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -2540401.000000 Penalty: 988.876648
	Iteration 36Q: 3 clusters Score -2540401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -2540448.000000 Penalty: 988.876648
	Iteration 37Q: 3 clusters Score -2540448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -2540502.500000 Penalty: 988.876648
	Iteration 38Q: 3 clusters Score -2540502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -2540544.000000 Penalty: 988.876648
	Iteration 39Q: 3 clusters Score -2540544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -2540582.750000 Penalty: 988.876648
	Iteration 40F: 3 clusters Score -2540583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -2540617.250000 Penalty: 988.876648
	Iteration 41Q: 3 clusters Score -2540617 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -2540658.500000 Penalty: 988.876648
	Iteration 42Q: 3 clusters Score -2540658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -2540700.500000 Penalty: 988.876648
	Iteration 43Q: 3 clusters Score -2540700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -2540744.750000 Penalty: 988.876648
	Iteration 44Q: 3 clusters Score -2540745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -2540771.250000 Penalty: 988.876648
	Iteration 45Q: 3 clusters Score -2540771 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -2540792.000000 Penalty: 988.876648
	Iteration 46Q: 3 clusters Score -2540792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -2540812.000000 Penalty: 988.876648
	Iteration 47Q: 3 clusters Score -2540812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -2540833.500000 Penalty: 988.876648
	Iteration 48Q: 3 clusters Score -2540834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -2540847.500000 Penalty: 988.876648
	Iteration 49Q: 3 clusters Score -2540848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -2540856.000000 Penalty: 988.876648
	Iteration 50Q: 3 clusters Score -2540856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -2540859.500000 Penalty: 988.876648
	Iteration 51Q: 3 clusters Score -2540860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -2540862.750000 Penalty: 988.876648
	Iteration 52Q: 3 clusters Score -2540863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -2540862.250000 Penalty: 988.876648
	Iteration 53Q: 3 clusters Score -2540862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -2540862.250000 Penalty: 988.876648
	Iteration 54Q: 3 clusters Score -2540862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -2540865.500000 Penalty: 988.876648
	Iteration 55Q: 3 clusters Score -2540866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -2540867.000000 Penalty: 988.876648
	Iteration 56Q: 3 clusters Score -2540867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -2540865.500000 Penalty: 988.876648
	Iteration 57Q: 3 clusters Score -2540866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -2540865.000000 Penalty: 988.876648
	Iteration 58Q: 3 clusters Score -2540865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -2540871.000000 Penalty: 988.876648
	Iteration 59Q: 3 clusters Score -2540871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -2540871.000000 Penalty: 988.876648
	Iteration 60F: 3 clusters Score -2540871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -2540873.500000 Penalty: 988.876648
	Iteration 61Q: 3 clusters Score -2540874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -2540872.500000 Penalty: 988.876648
	Iteration 62Q: 3 clusters Score -2540872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -2540873.000000 Penalty: 988.876648
	Iteration 63Q: 3 clusters Score -2540873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -2540873.000000 Penalty: 988.876648
	Iteration 64F: 3 clusters Score -2540873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 121284 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Entering Unmasked Estep 
Score: -23215152.000000 Penalty: 10181.042969
Splitting cluster 11 changes total score from -23214272.000000 to -23215152.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (121284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Entering Unmasked Estep 
Score: -5612123.000000 Penalty: 532.618042
	Iteration 0F: 2 clusters Score -5612123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -5530090.500000 Penalty: 1065.236084
	Iteration 0F: 3 clusters Score -5530090 nChanged 59391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -5572572.500000 Penalty: 1065.236084
	Iteration 1F: 3 clusters Score -5572572 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -5578994.500000 Penalty: 1065.236084
	Iteration 2F: 3 clusters Score -5578994 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -5587541.500000 Penalty: 1065.236084
	Iteration 3F: 3 clusters Score -5587542 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -5596022.000000 Penalty: 1065.236084
	Iteration 4F: 3 clusters Score -5596022 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -5600370.500000 Penalty: 1065.236084
	Iteration 5F: 3 clusters Score -5600370 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -5601753.500000 Penalty: 1065.236084
	Iteration 6Q: 3 clusters Score -5601754 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -5602435.000000 Penalty: 1065.236084
	Iteration 7Q: 3 clusters Score -5602435 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -5603011.500000 Penalty: 1065.236084
	Iteration 8Q: 3 clusters Score -5603012 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -5603560.500000 Penalty: 1065.236084
	Iteration 9Q: 3 clusters Score -5603560 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -5604052.500000 Penalty: 1065.236084
	Iteration 10Q: 3 clusters Score -5604052 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -5604463.000000 Penalty: 1065.236084
	Iteration 11Q: 3 clusters Score -5604463 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -5604762.500000 Penalty: 1065.236084
	Iteration 12Q: 3 clusters Score -5604762 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -5605142.000000 Penalty: 1065.236084
	Iteration 13Q: 3 clusters Score -5605142 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -5605357.500000 Penalty: 1065.236084
	Iteration 14Q: 3 clusters Score -5605358 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -5605616.500000 Penalty: 1065.236084
	Iteration 15Q: 3 clusters Score -5605616 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -5605892.000000 Penalty: 1065.236084
	Iteration 16Q: 3 clusters Score -5605892 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -5606083.500000 Penalty: 1065.236084
	Iteration 17Q: 3 clusters Score -5606084 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 92337 members 
Entering Unmasked Estep 
Score: -5606318.500000 Penalty: 1065.236084
	Iteration 18Q: 3 clusters Score -5606318 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -5606520.000000 Penalty: 1065.236084
	Iteration 19Q: 3 clusters Score -5606520 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -5606717.000000 Penalty: 1065.236084
	Iteration 20F: 3 clusters Score -5606717 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -5606937.500000 Penalty: 1065.236084
	Iteration 21Q: 3 clusters Score -5606938 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -5607143.500000 Penalty: 1065.236084
	Iteration 22Q: 3 clusters Score -5607144 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -5607338.500000 Penalty: 1065.236084
	Iteration 23Q: 3 clusters Score -5607338 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 97036 members 
Entering Unmasked Estep 
Score: -5607571.500000 Penalty: 1065.236084
	Iteration 24Q: 3 clusters Score -5607572 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -5607802.500000 Penalty: 1065.236084
	Iteration 25Q: 3 clusters Score -5607802 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -5607947.000000 Penalty: 1065.236084
	Iteration 26Q: 3 clusters Score -5607947 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -5608142.500000 Penalty: 1065.236084
	Iteration 27Q: 3 clusters Score -5608142 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 100104 members 
Entering Unmasked Estep 
Score: -5608339.500000 Penalty: 1065.236084
	Iteration 28Q: 3 clusters Score -5608340 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 100836 members 
Entering Unmasked Estep 
Score: -5608524.500000 Penalty: 1065.236084
	Iteration 29Q: 3 clusters Score -5608524 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 101585 members 
Entering Unmasked Estep 
Score: -5608675.000000 Penalty: 1065.236084
	Iteration 30Q: 3 clusters Score -5608675 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 102314 members 
Entering Unmasked Estep 
Score: -5608901.000000 Penalty: 1065.236084
	Iteration 31Q: 3 clusters Score -5608901 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -5609119.500000 Penalty: 1065.236084
	Iteration 32Q: 3 clusters Score -5609120 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -5609319.500000 Penalty: 1065.236084
	Iteration 33Q: 3 clusters Score -5609320 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -5609467.000000 Penalty: 1065.236084
	Iteration 34Q: 3 clusters Score -5609467 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -5609636.000000 Penalty: 1065.236084
	Iteration 35Q: 3 clusters Score -5609636 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -5609829.000000 Penalty: 1065.236084
	Iteration 36Q: 3 clusters Score -5609829 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -5610016.500000 Penalty: 1065.236084
	Iteration 37Q: 3 clusters Score -5610016 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -5610189.500000 Penalty: 1065.236084
	Iteration 38Q: 3 clusters Score -5610190 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -5610385.500000 Penalty: 1065.236084
	Iteration 39Q: 3 clusters Score -5610386 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 108505 members 
Entering Unmasked Estep 
Score: -5610616.000000 Penalty: 1065.236084
	Iteration 40F: 3 clusters Score -5610616 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 109108 members 
Entering Unmasked Estep 
Score: -5610710.000000 Penalty: 1065.236084
	Iteration 41Q: 3 clusters Score -5610710 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -5610862.500000 Penalty: 1065.236084
	Iteration 42Q: 3 clusters Score -5610862 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -5611010.500000 Penalty: 1065.236084
	Iteration 43Q: 3 clusters Score -5611010 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -5611128.000000 Penalty: 1065.236084
	Iteration 44Q: 3 clusters Score -5611128 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 111207 members 
Entering Unmasked Estep 
Score: -5611204.000000 Penalty: 1065.236084
	Iteration 45Q: 3 clusters Score -5611204 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -5611296.500000 Penalty: 1065.236084
	Iteration 46Q: 3 clusters Score -5611296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 112053 members 
Entering Unmasked Estep 
Score: -5611411.000000 Penalty: 1065.236084
	Iteration 47Q: 3 clusters Score -5611411 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -5611487.000000 Penalty: 1065.236084
	Iteration 48Q: 3 clusters Score -5611487 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -5611589.500000 Penalty: 1065.236084
	Iteration 49Q: 3 clusters Score -5611590 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -5611683.500000 Penalty: 1065.236084
	Iteration 50Q: 3 clusters Score -5611684 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -5611741.500000 Penalty: 1065.236084
	Iteration 51Q: 3 clusters Score -5611742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -5611808.000000 Penalty: 1065.236084
	Iteration 52Q: 3 clusters Score -5611808 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -5611851.500000 Penalty: 1065.236084
	Iteration 53Q: 3 clusters Score -5611852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -5611902.000000 Penalty: 1065.236084
	Iteration 54Q: 3 clusters Score -5611902 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -5611936.000000 Penalty: 1065.236084
	Iteration 55Q: 3 clusters Score -5611936 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 114715 members 
Entering Unmasked Estep 
Score: -5611981.500000 Penalty: 1065.236084
	Iteration 56Q: 3 clusters Score -5611982 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
Score: -5612015.000000 Penalty: 1065.236084
	Iteration 57Q: 3 clusters Score -5612015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -5612062.500000 Penalty: 1065.236084
	Iteration 58Q: 3 clusters Score -5612062 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -5612089.000000 Penalty: 1065.236084
	Iteration 59Q: 3 clusters Score -5612089 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 115484 members 
Entering Unmasked Estep 
Score: -5612119.000000 Penalty: 1065.236084
	Iteration 60F: 3 clusters Score -5612119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -5612135.500000 Penalty: 1065.236084
	Iteration 61Q: 3 clusters Score -5612136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -5612144.000000 Penalty: 1065.236084
	Iteration 62Q: 3 clusters Score -5612144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 115887 members 
Entering Unmasked Estep 
Score: -5612169.500000 Penalty: 1065.236084
	Iteration 63Q: 3 clusters Score -5612170 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -5612178.500000 Penalty: 1065.236084
	Iteration 64Q: 3 clusters Score -5612178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -5612198.500000 Penalty: 1065.236084
	Iteration 65Q: 3 clusters Score -5612198 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -5612221.500000 Penalty: 1065.236084
	Iteration 66Q: 3 clusters Score -5612222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -5612255.000000 Penalty: 1065.236084
	Iteration 67Q: 3 clusters Score -5612255 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -5612286.500000 Penalty: 1065.236084
	Iteration 68Q: 3 clusters Score -5612286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -5612303.000000 Penalty: 1065.236084
	Iteration 69Q: 3 clusters Score -5612303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 116709 members 
Entering Unmasked Estep 
Score: -5612326.000000 Penalty: 1065.236084
	Iteration 70Q: 3 clusters Score -5612326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 116815 members 
Entering Unmasked Estep 
Score: -5612311.500000 Penalty: 1065.236084
	Iteration 71Q: 3 clusters Score -5612312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -5612302.000000 Penalty: 1065.236084
	Iteration 72Q: 3 clusters Score -5612302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -5612329.000000 Penalty: 1065.236084
	Iteration 73Q: 3 clusters Score -5612329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 117081 members 
Entering Unmasked Estep 
Score: -5612344.500000 Penalty: 1065.236084
	Iteration 74Q: 3 clusters Score -5612344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -5612367.000000 Penalty: 1065.236084
	Iteration 75Q: 3 clusters Score -5612367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -5612393.500000 Penalty: 1065.236084
	Iteration 76Q: 3 clusters Score -5612394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 117352 members 
Entering Unmasked Estep 
Score: -5612416.500000 Penalty: 1065.236084
	Iteration 77Q: 3 clusters Score -5612416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 117441 members 
Entering Unmasked Estep 
Score: -5612438.500000 Penalty: 1065.236084
	Iteration 78Q: 3 clusters Score -5612438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -5612434.000000 Penalty: 1065.236084
	Iteration 79Q: 3 clusters Score -5612434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -5612444.500000 Penalty: 1065.236084
	Iteration 80F: 3 clusters Score -5612444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 117681 members 
Entering Unmasked Estep 
Score: -5612465.000000 Penalty: 1065.236084
	Iteration 81Q: 3 clusters Score -5612465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
Score: -5612475.500000 Penalty: 1065.236084
	Iteration 82Q: 3 clusters Score -5612476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 117795 members 
Entering Unmasked Estep 
Score: -5612479.000000 Penalty: 1065.236084
	Iteration 83Q: 3 clusters Score -5612479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -5612486.500000 Penalty: 1065.236084
	Iteration 84Q: 3 clusters Score -5612486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -5612488.500000 Penalty: 1065.236084
	Iteration 85Q: 3 clusters Score -5612488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -5612489.500000 Penalty: 1065.236084
	Iteration 86Q: 3 clusters Score -5612490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -5612497.500000 Penalty: 1065.236084
	Iteration 87Q: 3 clusters Score -5612498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 117932 members 
Entering Unmasked Estep 
Score: -5612496.500000 Penalty: 1065.236084
	Iteration 88Q: 3 clusters Score -5612496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -5612504.500000 Penalty: 1065.236084
	Iteration 89Q: 3 clusters Score -5612504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -5612504.500000 Penalty: 1065.236084
	Iteration 90Q: 3 clusters Score -5612504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -5612508.000000 Penalty: 1065.236084
	Iteration 91Q: 3 clusters Score -5612508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -5612511.500000 Penalty: 1065.236084
	Iteration 92Q: 3 clusters Score -5612512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -5612526.000000 Penalty: 1065.236084
	Iteration 93Q: 3 clusters Score -5612526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -5612516.500000 Penalty: 1065.236084
	Iteration 94Q: 3 clusters Score -5612516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -5612524.000000 Penalty: 1065.236084
	Iteration 95Q: 3 clusters Score -5612524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -5612514.500000 Penalty: 1065.236084
	Iteration 96Q: 3 clusters Score -5612514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -5612524.000000 Penalty: 1065.236084
	Iteration 97Q: 3 clusters Score -5612524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -5612522.500000 Penalty: 1065.236084
	Iteration 98Q: 3 clusters Score -5612522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -5612526.500000 Penalty: 1065.236084
	Iteration 99Q: 3 clusters Score -5612526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 118154 members 
Entering Unmasked Estep 
Score: -5612522.500000 Penalty: 1065.236084
	Iteration 100F: 3 clusters Score -5612522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -5612525.000000 Penalty: 1065.236084
	Iteration 101Q: 3 clusters Score -5612525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -5612524.500000 Penalty: 1065.236084
	Iteration 102Q: 3 clusters Score -5612524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -5612524.000000 Penalty: 1065.236084
	Iteration 103Q: 3 clusters Score -5612524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -5612526.000000 Penalty: 1065.236084
	Iteration 104Q: 3 clusters Score -5612526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 118169 members 
Entering Unmasked Estep 
Score: -5612525.500000 Penalty: 1065.236084
	Iteration 105Q: 3 clusters Score -5612526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -5612524.000000 Penalty: 1065.236084
	Iteration 106Q: 3 clusters Score -5612524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -5612524.000000 Penalty: 1065.236084
	Iteration 107F: 3 clusters Score -5612524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 30165 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Entering Unmasked Estep 
Score: -23215496.000000 Penalty: 10779.927734
Splitting cluster 12 changes total score from -23214272.000000 to -23215496.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (30165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Entering Unmasked Estep 
Score: -1436624.375000 Penalty: 469.306915
	Iteration 0F: 2 clusters Score -1436624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1416405.125000 Penalty: 938.613831
	Iteration 0F: 3 clusters Score -1416405 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1426002.750000 Penalty: 938.613831
	Iteration 1F: 3 clusters Score -1426003 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1427371.125000 Penalty: 938.613831
	Iteration 2F: 3 clusters Score -1427371 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1429400.375000 Penalty: 938.613831
	Iteration 3F: 3 clusters Score -1429400 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1431387.875000 Penalty: 938.613831
	Iteration 4F: 3 clusters Score -1431388 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1432563.000000 Penalty: 938.613831
	Iteration 5F: 3 clusters Score -1432563 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1433095.500000 Penalty: 938.613831
	Iteration 6Q: 3 clusters Score -1433096 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1433391.125000 Penalty: 938.613831
	Iteration 7Q: 3 clusters Score -1433391 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1433661.625000 Penalty: 938.613831
	Iteration 8Q: 3 clusters Score -1433662 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1433932.375000 Penalty: 938.613831
	Iteration 9Q: 3 clusters Score -1433932 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1434231.500000 Penalty: 938.613831
	Iteration 10Q: 3 clusters Score -1434232 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1434508.875000 Penalty: 938.613831
	Iteration 11Q: 3 clusters Score -1434509 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1434789.000000 Penalty: 938.613831
	Iteration 12Q: 3 clusters Score -1434789 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1435084.750000 Penalty: 938.613831
	Iteration 13Q: 3 clusters Score -1435085 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1435369.750000 Penalty: 938.613831
	Iteration 14Q: 3 clusters Score -1435370 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1435562.625000 Penalty: 938.613831
	Iteration 15Q: 3 clusters Score -1435563 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1435675.500000 Penalty: 938.613831
	Iteration 16Q: 3 clusters Score -1435676 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1435750.875000 Penalty: 938.613831
	Iteration 17Q: 3 clusters Score -1435751 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1435800.500000 Penalty: 938.613831
	Iteration 18Q: 3 clusters Score -1435800 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1435847.250000 Penalty: 938.613831
	Iteration 19Q: 3 clusters Score -1435847 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1435889.375000 Penalty: 938.613831
	Iteration 20F: 3 clusters Score -1435889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1435922.250000 Penalty: 938.613831
	Iteration 21Q: 3 clusters Score -1435922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1435965.875000 Penalty: 938.613831
	Iteration 22Q: 3 clusters Score -1435966 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1435998.500000 Penalty: 938.613831
	Iteration 23Q: 3 clusters Score -1435998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1436038.250000 Penalty: 938.613831
	Iteration 24Q: 3 clusters Score -1436038 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1436075.500000 Penalty: 938.613831
	Iteration 25Q: 3 clusters Score -1436076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1436106.750000 Penalty: 938.613831
	Iteration 26Q: 3 clusters Score -1436107 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1436135.375000 Penalty: 938.613831
	Iteration 27Q: 3 clusters Score -1436135 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1436163.625000 Penalty: 938.613831
	Iteration 28Q: 3 clusters Score -1436164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1436190.875000 Penalty: 938.613831
	Iteration 29Q: 3 clusters Score -1436191 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1436215.500000 Penalty: 938.613831
	Iteration 30Q: 3 clusters Score -1436216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1436244.125000 Penalty: 938.613831
	Iteration 31Q: 3 clusters Score -1436244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1436271.500000 Penalty: 938.613831
	Iteration 32Q: 3 clusters Score -1436272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1436291.250000 Penalty: 938.613831
	Iteration 33Q: 3 clusters Score -1436291 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1436314.375000 Penalty: 938.613831
	Iteration 34Q: 3 clusters Score -1436314 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1436336.875000 Penalty: 938.613831
	Iteration 35Q: 3 clusters Score -1436337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1436348.375000 Penalty: 938.613831
	Iteration 36Q: 3 clusters Score -1436348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1436357.750000 Penalty: 938.613831
	Iteration 37Q: 3 clusters Score -1436358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1436367.750000 Penalty: 938.613831
	Iteration 38Q: 3 clusters Score -1436368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1436375.500000 Penalty: 938.613831
	Iteration 39Q: 3 clusters Score -1436376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1436384.375000 Penalty: 938.613831
	Iteration 40F: 3 clusters Score -1436384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1436389.875000 Penalty: 938.613831
	Iteration 41Q: 3 clusters Score -1436390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1436398.875000 Penalty: 938.613831
	Iteration 42Q: 3 clusters Score -1436399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1436399.375000 Penalty: 938.613831
	Iteration 43Q: 3 clusters Score -1436399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1436411.375000 Penalty: 938.613831
	Iteration 44Q: 3 clusters Score -1436411 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1436421.875000 Penalty: 938.613831
	Iteration 45Q: 3 clusters Score -1436422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1436440.875000 Penalty: 938.613831
	Iteration 46Q: 3 clusters Score -1436441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1436449.125000 Penalty: 938.613831
	Iteration 47Q: 3 clusters Score -1436449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1436458.625000 Penalty: 938.613831
	Iteration 48Q: 3 clusters Score -1436459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1436466.750000 Penalty: 938.613831
	Iteration 49Q: 3 clusters Score -1436467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1436477.875000 Penalty: 938.613831
	Iteration 50Q: 3 clusters Score -1436478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1436486.250000 Penalty: 938.613831
	Iteration 51Q: 3 clusters Score -1436486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1436487.875000 Penalty: 938.613831
	Iteration 52Q: 3 clusters Score -1436488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1436492.000000 Penalty: 938.613831
	Iteration 53Q: 3 clusters Score -1436492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1436504.125000 Penalty: 938.613831
	Iteration 54Q: 3 clusters Score -1436504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1436514.125000 Penalty: 938.613831
	Iteration 55Q: 3 clusters Score -1436514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1436515.250000 Penalty: 938.613831
	Iteration 56Q: 3 clusters Score -1436515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1436523.875000 Penalty: 938.613831
	Iteration 57Q: 3 clusters Score -1436524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1436529.000000 Penalty: 938.613831
	Iteration 58Q: 3 clusters Score -1436529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1436531.625000 Penalty: 938.613831
	Iteration 59Q: 3 clusters Score -1436532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1436543.750000 Penalty: 938.613831
	Iteration 60F: 3 clusters Score -1436544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1436551.500000 Penalty: 938.613831
	Iteration 61Q: 3 clusters Score -1436552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1436552.625000 Penalty: 938.613831
	Iteration 62Q: 3 clusters Score -1436553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1436556.000000 Penalty: 938.613831
	Iteration 63Q: 3 clusters Score -1436556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1436556.250000 Penalty: 938.613831
	Iteration 64Q: 3 clusters Score -1436556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1436560.375000 Penalty: 938.613831
	Iteration 65Q: 3 clusters Score -1436560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1436558.875000 Penalty: 938.613831
	Iteration 66Q: 3 clusters Score -1436559 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1436561 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1436562 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1436564 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1436568 nChanged 26
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Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1436570 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1436574 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1436573 nChanged 26
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Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1436574 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1436577 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1436582 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1436581 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1436583 nChanged 38
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Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1436586 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1436586 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1436586 nChanged 42
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Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1436592 nChanged 53
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Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1436598 nChanged 48
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Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1436602 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1436603 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1436605 nChanged 23
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Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1436608 nChanged 23
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Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1436613 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1436611 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1436616 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1436612 nChanged 20
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Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1436611 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1436615 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1436619 nChanged 24
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Mstep: Class 1 contains 26427 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1436620 nChanged 21
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Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1436621 nChanged 19
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Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1436622 nChanged 28
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Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1436623 nChanged 34
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Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1436629 nChanged 36
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Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1436636 nChanged 34
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Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 3566 members 
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	Iteration 101Q: 3 clusters Score -1436636 nChanged 31
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Mstep: Class 1 contains 26630 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1436634 nChanged 34
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Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1436640 nChanged 36
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Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1436646 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1436650 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1436653 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1436651 nChanged 30
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Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1436657 nChanged 26
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Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1436660 nChanged 27
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Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1436665 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1436664 nChanged 30
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Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1436664 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 3194 members 
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	Iteration 113Q: 3 clusters Score -1436669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1436671 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1436669 nChanged 7
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Mstep: Class 1 contains 27002 members 
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	Iteration 116Q: 3 clusters Score -1436672 nChanged 7
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Mstep: Class 1 contains 27009 members 
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	Iteration 117Q: 3 clusters Score -1436673 nChanged 7
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Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1436672 nChanged 9
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Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 3140 members 
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	Iteration 119Q: 3 clusters Score -1436673 nChanged 8
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Mstep: Class 1 contains 27033 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1436673 nChanged 9
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Mstep: Class 1 contains 27042 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1436676 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1436675 nChanged 13
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Mstep: Class 1 contains 27064 members 
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	Iteration 123Q: 3 clusters Score -1436676 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27082 members 
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	Iteration 124Q: 3 clusters Score -1436677 nChanged 19
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Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 3064 members 
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	Iteration 125Q: 3 clusters Score -1436678 nChanged 20
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Mstep: Class 1 contains 27121 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1436674 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27142 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1436675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1436676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1436677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1436676 nChanged 20
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Mstep: Class 1 contains 27202 members 
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	Iteration 131Q: 3 clusters Score -1436677 nChanged 19
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Mstep: Class 1 contains 27221 members 
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	Iteration 132Q: 3 clusters Score -1436682 nChanged 20
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Mstep: Class 1 contains 27241 members 
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	Iteration 133Q: 3 clusters Score -1436678 nChanged 18
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Mstep: Class 1 contains 27259 members 
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	Iteration 134Q: 3 clusters Score -1436680 nChanged 16
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Mstep: Class 1 contains 27275 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1436680 nChanged 12
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Mstep: Class 1 contains 27287 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1436684 nChanged 15
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Mstep: Class 1 contains 27302 members 
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	Iteration 137Q: 3 clusters Score -1436686 nChanged 15
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Mstep: Class 1 contains 27317 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1436691 nChanged 19
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Mstep: Class 1 contains 27336 members 
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	Iteration 139Q: 3 clusters Score -1436693 nChanged 12
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Mstep: Class 1 contains 27348 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1436696 nChanged 12
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Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 2805 members 
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	Iteration 141Q: 3 clusters Score -1436696 nChanged 10
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Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 2795 members 
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	Iteration 142Q: 3 clusters Score -1436694 nChanged 9
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Mstep: Class 1 contains 27379 members 
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	Iteration 143Q: 3 clusters Score -1436694 nChanged 8
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Mstep: Class 1 contains 27385 members 
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	Iteration 144Q: 3 clusters Score -1436693 nChanged 4
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Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 2776 members 
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	Iteration 145Q: 3 clusters Score -1436695 nChanged 4
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Mstep: Class 1 contains 27393 members 
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	Iteration 146Q: 3 clusters Score -1436696 nChanged 4
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Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 2768 members 
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	Iteration 147Q: 3 clusters Score -1436696 nChanged 5
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Mstep: Class 1 contains 27402 members 
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	Iteration 148Q: 3 clusters Score -1436695 nChanged 4
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Mstep: Class 1 contains 27406 members 
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	Iteration 149Q: 3 clusters Score -1436695 nChanged 6
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Mstep: Class 1 contains 27412 members 
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	Iteration 150Q: 3 clusters Score -1436694 nChanged 6
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Mstep: Class 1 contains 27418 members 
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	Iteration 151Q: 3 clusters Score -1436694 nChanged 6
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	Iteration 152Q: 3 clusters Score -1436694 nChanged 5
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	Iteration 153Q: 3 clusters Score -1436696 nChanged 5
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	Iteration 154Q: 3 clusters Score -1436698 nChanged 6
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	Iteration 155Q: 3 clusters Score -1436699 nChanged 9
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Mstep: Class 1 contains 27449 members 
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	Iteration 156Q: 3 clusters Score -1436700 nChanged 5
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Mstep: Class 1 contains 27454 members 
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	Iteration 157Q: 3 clusters Score -1436701 nChanged 4
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Mstep: Class 1 contains 27458 members 
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	Iteration 158Q: 3 clusters Score -1436697 nChanged 5
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Entering Unmasked Estep 
Score: -1436697.875000 Penalty: 938.613831
	Iteration 159Q: 3 clusters Score -1436698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1436698.750000 Penalty: 938.613831
	Iteration 160F: 3 clusters Score -1436699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1436698.250000 Penalty: 938.613831
	Iteration 161Q: 3 clusters Score -1436698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1436697.750000 Penalty: 938.613831
	Iteration 162Q: 3 clusters Score -1436698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1436700.125000 Penalty: 938.613831
	Iteration 163Q: 3 clusters Score -1436700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1436699.750000 Penalty: 938.613831
	Iteration 164Q: 3 clusters Score -1436700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1436700.250000 Penalty: 938.613831
	Iteration 165Q: 3 clusters Score -1436700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1436700.750000 Penalty: 938.613831
	Iteration 166Q: 3 clusters Score -1436701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1436698.875000 Penalty: 938.613831
	Iteration 167Q: 3 clusters Score -1436699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1436699.500000 Penalty: 938.613831
	Iteration 168Q: 3 clusters Score -1436700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1436700.750000 Penalty: 938.613831
	Iteration 169Q: 3 clusters Score -1436701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1436700.750000 Penalty: 938.613831
	Iteration 170F: 3 clusters Score -1436701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 2730 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Entering Unmasked Estep 
Score: -23215578.000000 Penalty: 11378.812500
Splitting cluster 13 changes total score from -23214272.000000 to -23215578.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -104675.640625 Penalty: 349.468994
	Iteration 0F: 2 clusters Score -104675.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -103122.195312 Penalty: 698.937988
	Iteration 0F: 3 clusters Score -103122.2 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -103585.210938 Penalty: 698.937988
	Iteration 1F: 3 clusters Score -103585.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -103635.789062 Penalty: 698.937988
	Iteration 2F: 3 clusters Score -103635.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -103683.765625 Penalty: 698.937988
	Iteration 3F: 3 clusters Score -103683.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -103725.726562 Penalty: 698.937988
	Iteration 4Q: 3 clusters Score -103725.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -103761.726562 Penalty: 698.937988
	Iteration 5Q: 3 clusters Score -103761.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103802.187500 Penalty: 698.937988
	Iteration 6Q: 3 clusters Score -103802.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -103844.015625 Penalty: 698.937988
	Iteration 7Q: 3 clusters Score -103844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103883.539062 Penalty: 698.937988
	Iteration 8Q: 3 clusters Score -103883.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103938.640625 Penalty: 698.937988
	Iteration 9Q: 3 clusters Score -103938.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103991.054688 Penalty: 698.937988
	Iteration 10Q: 3 clusters Score -103991.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104051.460938 Penalty: 698.937988
	Iteration 11Q: 3 clusters Score -104051.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104109.835938 Penalty: 698.937988
	Iteration 12Q: 3 clusters Score -104109.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -104168.859375 Penalty: 698.937988
	Iteration 13Q: 3 clusters Score -104168.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104215.734375 Penalty: 698.937988
	Iteration 14Q: 3 clusters Score -104215.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -104275.046875 Penalty: 698.937988
	Iteration 15Q: 3 clusters Score -104275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -104303.054688 Penalty: 698.937988
	Iteration 16Q: 3 clusters Score -104303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -104324.375000 Penalty: 698.937988
	Iteration 17Q: 3 clusters Score -104324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -104336.453125 Penalty: 698.937988
	Iteration 18Q: 3 clusters Score -104336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104337.726562 Penalty: 698.937988
	Iteration 19Q: 3 clusters Score -104337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104338.648438 Penalty: 698.937988
	Iteration 20F: 3 clusters Score -104338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -104340.492188 Penalty: 698.937988
	Iteration 21Q: 3 clusters Score -104340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104341.492188 Penalty: 698.937988
	Iteration 22Q: 3 clusters Score -104341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -104341.914062 Penalty: 698.937988
	Iteration 23Q: 3 clusters Score -104341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -104342.273438 Penalty: 698.937988
	Iteration 24Q: 3 clusters Score -104342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104342.375000 Penalty: 698.937988
	Iteration 25Q: 3 clusters Score -104342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104342.375000 Penalty: 698.937988
	Iteration 26F: 3 clusters Score -104342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -108524.320312 Penalty: 356.084991
	Iteration 0F: 2 clusters Score -108524.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -106735.070312 Penalty: 712.169983
	Iteration 0F: 3 clusters Score -106735.1 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -107357.906250 Penalty: 712.169983
	Iteration 1F: 3 clusters Score -107357.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -107533.640625 Penalty: 712.169983
	Iteration 2F: 3 clusters Score -107533.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -107710.523438 Penalty: 712.169983
	Iteration 3F: 3 clusters Score -107710.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -107865.937500 Penalty: 712.169983
	Iteration 4F: 3 clusters Score -107865.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -108001.242188 Penalty: 712.169983
	Iteration 5F: 3 clusters Score -108001.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -108070.656250 Penalty: 712.169983
	Iteration 6Q: 3 clusters Score -108070.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -108105.070312 Penalty: 712.169983
	Iteration 7Q: 3 clusters Score -108105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -108133.117188 Penalty: 712.169983
	Iteration 8Q: 3 clusters Score -108133.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -108153.804688 Penalty: 712.169983
	Iteration 9Q: 3 clusters Score -108153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -108166.289062 Penalty: 712.169983
	Iteration 10Q: 3 clusters Score -108166.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -108176.640625 Penalty: 712.169983
	Iteration 11Q: 3 clusters Score -108176.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -108186.117188 Penalty: 712.169983
	Iteration 12Q: 3 clusters Score -108186.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -108190.492188 Penalty: 712.169983
	Iteration 13Q: 3 clusters Score -108190.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -108198.460938 Penalty: 712.169983
	Iteration 14Q: 3 clusters Score -108198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -108202.617188 Penalty: 712.169983
	Iteration 15Q: 3 clusters Score -108202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -108206.218750 Penalty: 712.169983
	Iteration 16Q: 3 clusters Score -108206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -108210.484375 Penalty: 712.169983
	Iteration 17Q: 3 clusters Score -108210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -108213.414062 Penalty: 712.169983
	Iteration 18Q: 3 clusters Score -108213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -108215.859375 Penalty: 712.169983
	Iteration 19Q: 3 clusters Score -108215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -108218.664062 Penalty: 712.169983
	Iteration 20F: 3 clusters Score -108218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -108222.695312 Penalty: 712.169983
	Iteration 21Q: 3 clusters Score -108222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -108227.125000 Penalty: 712.169983
	Iteration 22Q: 3 clusters Score -108227.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -108231.921875 Penalty: 712.169983
	Iteration 23Q: 3 clusters Score -108231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -108235.296875 Penalty: 712.169983
	Iteration 24Q: 3 clusters Score -108235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -108239.960938 Penalty: 712.169983
	Iteration 25Q: 3 clusters Score -108240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -108245.648438 Penalty: 712.169983
	Iteration 26Q: 3 clusters Score -108245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -108257.453125 Penalty: 712.169983
	Iteration 27Q: 3 clusters Score -108257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -108275.796875 Penalty: 712.169983
	Iteration 28Q: 3 clusters Score -108275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -108280.367188 Penalty: 712.169983
	Iteration 29Q: 3 clusters Score -108280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -108286.765625 Penalty: 712.169983
	Iteration 30Q: 3 clusters Score -108286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -108296.289062 Penalty: 712.169983
	Iteration 31Q: 3 clusters Score -108296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -108302.914062 Penalty: 712.169983
	Iteration 32Q: 3 clusters Score -108302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -108307.359375 Penalty: 712.169983
	Iteration 33Q: 3 clusters Score -108307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -108311.734375 Penalty: 712.169983
	Iteration 34Q: 3 clusters Score -108311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -108315.226562 Penalty: 712.169983
	Iteration 35Q: 3 clusters Score -108315.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -108318.585938 Penalty: 712.169983
	Iteration 36Q: 3 clusters Score -108318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -108322.781250 Penalty: 712.169983
	Iteration 37Q: 3 clusters Score -108322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -108326.640625 Penalty: 712.169983
	Iteration 38Q: 3 clusters Score -108326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -108328.437500 Penalty: 712.169983
	Iteration 39Q: 3 clusters Score -108328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -108329.570312 Penalty: 712.169983
	Iteration 40F: 3 clusters Score -108329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -123347.601562 Penalty: 359.998596
	Iteration 0F: 2 clusters Score -123347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -121465.812500 Penalty: 719.997192
	Iteration 0F: 3 clusters Score -121465.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -122980.539062 Penalty: 719.997192
	Iteration 1F: 3 clusters Score -122980.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -124178.109375 Penalty: 719.997192
	Iteration 2F: 3 clusters Score -124178.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -125536.765625 Penalty: 719.997192
	Iteration 3F: 3 clusters Score -125536.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -126388.359375 Penalty: 719.997192
	Iteration 4F: 3 clusters Score -126388.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -126483.812500 Penalty: 719.997192
	Iteration 5Q: 3 clusters Score -126483.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -126521.187500 Penalty: 719.997192
	Iteration 6Q: 3 clusters Score -126521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -126563.460938 Penalty: 719.997192
	Iteration 7Q: 3 clusters Score -126563.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -126582.101562 Penalty: 719.997192
	Iteration 8Q: 3 clusters Score -126582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -126582.671875 Penalty: 719.997192
	Iteration 9Q: 3 clusters Score -126582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -126583.789062 Penalty: 719.997192
	Iteration 10Q: 3 clusters Score -126583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -126583.703125 Penalty: 719.997192
	Iteration 11Q: 3 clusters Score -126583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -126583.703125 Penalty: 719.997192
	Iteration 12F: 3 clusters Score -126583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 2276 members 
Entering Unmasked Estep 
Score: -23218562.000000 Penalty: 11977.697266
Splitting cluster 17 changes total score from -23214272.000000 to -23218562.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -51112.359375 Penalty: 327.653290
	Iteration 0F: 2 clusters Score -51112.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -50118.894531 Penalty: 655.306580
	Iteration 0F: 3 clusters Score -50118.89 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -50924.351562 Penalty: 655.306580
	Iteration 1F: 3 clusters Score -50924.35 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -51569.363281 Penalty: 655.306580
	Iteration 2F: 3 clusters Score -51569.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51791.605469 Penalty: 655.306580
	Iteration 3F: 3 clusters Score -51791.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -51881.343750 Penalty: 655.306580
	Iteration 4F: 3 clusters Score -51881.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -51976.023438 Penalty: 655.306580
	Iteration 5Q: 3 clusters Score -51976.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -52060.769531 Penalty: 655.306580
	Iteration 6F: 3 clusters Score -52060.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -52125.140625 Penalty: 655.306580
	Iteration 7Q: 3 clusters Score -52125.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -52171.121094 Penalty: 655.306580
	Iteration 8Q: 3 clusters Score -52171.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -52206.441406 Penalty: 655.306580
	Iteration 9Q: 3 clusters Score -52206.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -52229.917969 Penalty: 655.306580
	Iteration 10Q: 3 clusters Score -52229.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -52247.906250 Penalty: 655.306580
	Iteration 11Q: 3 clusters Score -52247.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -52268.359375 Penalty: 655.306580
	Iteration 12Q: 3 clusters Score -52268.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -52316.789062 Penalty: 655.306580
	Iteration 13Q: 3 clusters Score -52316.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -52387.457031 Penalty: 655.306580
	Iteration 14Q: 3 clusters Score -52387.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -52471.136719 Penalty: 655.306580
	Iteration 15Q: 3 clusters Score -52471.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -52502.078125 Penalty: 655.306580
	Iteration 16Q: 3 clusters Score -52502.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -52529.730469 Penalty: 655.306580
	Iteration 17Q: 3 clusters Score -52529.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -52549.472656 Penalty: 655.306580
	Iteration 18Q: 3 clusters Score -52549.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -52558.125000 Penalty: 655.306580
	Iteration 19Q: 3 clusters Score -52558.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -52567.320312 Penalty: 655.306580
	Iteration 20F: 3 clusters Score -52567.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -52571.144531 Penalty: 655.306580
	Iteration 21Q: 3 clusters Score -52571.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -52572.097656 Penalty: 655.306580
	Iteration 22Q: 3 clusters Score -52572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -52572.097656 Penalty: 655.306580
	Iteration 23F: 3 clusters Score -52572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 992 members 
Entering Unmasked Estep 
Score: -23219746.000000 Penalty: 12576.582031
Splitting cluster 18 changes total score from -23214272.000000 to -23219746.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -180331.468750 Penalty: 380.500214
	Iteration 0F: 2 clusters Score -180331.5 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 2169 members 
Entering Unmasked Estep 
Score: -177380.953125 Penalty: 761.000427
	Iteration 0F: 3 clusters Score -177381 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -178459.390625 Penalty: 761.000427
	Iteration 1F: 3 clusters Score -178459.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -178663.390625 Penalty: 761.000427
	Iteration 2F: 3 clusters Score -178663.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -178960.531250 Penalty: 761.000427
	Iteration 3F: 3 clusters Score -178960.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -179343.640625 Penalty: 761.000427
	Iteration 4F: 3 clusters Score -179343.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -179681.750000 Penalty: 761.000427
	Iteration 5F: 3 clusters Score -179681.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -179979.718750 Penalty: 761.000427
	Iteration 6F: 3 clusters Score -179979.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -180203.953125 Penalty: 761.000427
	Iteration 7F: 3 clusters Score -180204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -180344.453125 Penalty: 761.000427
	Iteration 8Q: 3 clusters Score -180344.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -180433.109375 Penalty: 761.000427
	Iteration 9Q: 3 clusters Score -180433.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -180470.656250 Penalty: 761.000427
	Iteration 10Q: 3 clusters Score -180470.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -180487.171875 Penalty: 761.000427
	Iteration 11Q: 3 clusters Score -180487.2 nChanged 26
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: -180495.531250 Penalty: 761.000427
	Iteration 12Q: 3 clusters Score -180495.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -180499.656250 Penalty: 761.000427
	Iteration 13Q: 3 clusters Score -180499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -180504.296875 Penalty: 761.000427
	Iteration 14Q: 3 clusters Score -180504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -180507.421875 Penalty: 761.000427
	Iteration 15Q: 3 clusters Score -180507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -180509.765625 Penalty: 761.000427
	Iteration 16Q: 3 clusters Score -180509.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180511.046875 Penalty: 761.000427
	Iteration 17Q: 3 clusters Score -180511 nChanged 8
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: -180512.062500 Penalty: 761.000427
	Iteration 18Q: 3 clusters Score -180512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -180513.468750 Penalty: 761.000427
	Iteration 19Q: 3 clusters Score -180513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -180515.546875 Penalty: 761.000427
	Iteration 20F: 3 clusters Score -180515.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -180518.375000 Penalty: 761.000427
	Iteration 21Q: 3 clusters Score -180518.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -180519.437500 Penalty: 761.000427
	Iteration 22Q: 3 clusters Score -180519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180520.531250 Penalty: 761.000427
	Iteration 23Q: 3 clusters Score -180520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180521.843750 Penalty: 761.000427
	Iteration 24Q: 3 clusters Score -180521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -180522.531250 Penalty: 761.000427
	Iteration 25Q: 3 clusters Score -180522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -180524.140625 Penalty: 761.000427
	Iteration 26Q: 3 clusters Score -180524.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -180525.609375 Penalty: 761.000427
	Iteration 27Q: 3 clusters Score -180525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -180527.593750 Penalty: 761.000427
	Iteration 28Q: 3 clusters Score -180527.6 nChanged 9
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: -180529.312500 Penalty: 761.000427
	Iteration 29Q: 3 clusters Score -180529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180530.859375 Penalty: 761.000427
	Iteration 30Q: 3 clusters Score -180530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180532.531250 Penalty: 761.000427
	Iteration 31Q: 3 clusters Score -180532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -180534.171875 Penalty: 761.000427
	Iteration 32Q: 3 clusters Score -180534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -180534.937500 Penalty: 761.000427
	Iteration 33Q: 3 clusters Score -180534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180536.031250 Penalty: 761.000427
	Iteration 34Q: 3 clusters Score -180536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180536.375000 Penalty: 761.000427
	Iteration 35Q: 3 clusters Score -180536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180538.031250 Penalty: 761.000427
	Iteration 36Q: 3 clusters Score -180538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -180538.921875 Penalty: 761.000427
	Iteration 37Q: 3 clusters Score -180538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180540.343750 Penalty: 761.000427
	Iteration 38Q: 3 clusters Score -180540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180541.187500 Penalty: 761.000427
	Iteration 39Q: 3 clusters Score -180541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180542.468750 Penalty: 761.000427
	Iteration 40F: 3 clusters Score -180542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180543.406250 Penalty: 761.000427
	Iteration 41Q: 3 clusters Score -180543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -180543.921875 Penalty: 761.000427
	Iteration 42Q: 3 clusters Score -180543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180544.031250 Penalty: 761.000427
	Iteration 43Q: 3 clusters Score -180544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -180544.328125 Penalty: 761.000427
	Iteration 44Q: 3 clusters Score -180544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -180544.890625 Penalty: 761.000427
	Iteration 45Q: 3 clusters Score -180544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -180545.187500 Penalty: 761.000427
	Iteration 46Q: 3 clusters Score -180545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -180545.187500 Penalty: 761.000427
	Iteration 47Q: 3 clusters Score -180545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180545.687500 Penalty: 761.000427
	Iteration 48Q: 3 clusters Score -180545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180546.140625 Penalty: 761.000427
	Iteration 49Q: 3 clusters Score -180546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180546.140625 Penalty: 761.000427
	Iteration 50F: 3 clusters Score -180546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 51059 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 703 members 
Entering Unmasked Estep 
Score: -23219726.000000 Penalty: 13175.466797
Splitting cluster 19 changes total score from -23214272.000000 to -23219726.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 264 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 6 contains 1780 members 
Mstep: Class 7 contains 188174 members 
Mstep: Class 8 contains 69029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 11 contains 1347 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 27480 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 3581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221990.000000 Penalty: 13175.466797
Iteration 39Q: 23 clusters Score -2.322199e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 263 members 
Mstep: Class 3 contains 512 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 51000 members 
Mstep: Class 6 contains 1758 members 
Mstep: Class 7 contains 190403 members 
Mstep: Class 8 contains 70009 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 115286 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 26605 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223802.000000 Penalty: 13175.466797
Iteration 40F: 23 clusters Score -2.32238e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 260 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 9831 members 
Mstep: Class 5 contains 51309 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 190584 members 
Mstep: Class 8 contains 70953 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 114276 members 
Mstep: Class 11 contains 1824 members 
Mstep: Class 12 contains 3167 members 
Mstep: Class 13 contains 25685 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224906.000000 Penalty: 13175.466797
Iteration 41Q: 23 clusters Score -2.322491e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 256 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 51696 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 190404 members 
Mstep: Class 8 contains 71948 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 113585 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 24820 members 
Mstep: Class 14 contains 3001 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225500.000000 Penalty: 13175.466797
Iteration 42Q: 23 clusters Score -2.32255e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 254 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 52107 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 190002 members 
Mstep: Class 8 contains 72934 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 113210 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 23978 members 
Mstep: Class 14 contains 3125 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 4501 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225900.000000 Penalty: 13175.466797
Iteration 43Q: 23 clusters Score -2.32259e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 254 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 52543 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 189418 members 
Mstep: Class 8 contains 73899 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 113138 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 3240 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 4696 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226440.000000 Penalty: 13175.466797
Iteration 44Q: 23 clusters Score -2.322644e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 253 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 53093 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 188579 members 
Mstep: Class 8 contains 74859 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 113329 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 4875 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226972.000000 Penalty: 13175.466797
Iteration 45Q: 23 clusters Score -2.322697e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 254 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 53691 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 187633 members 
Mstep: Class 8 contains 75899 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 113564 members 
Mstep: Class 11 contains 2750 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 21346 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 347 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227410.000000 Penalty: 13175.466797
Iteration 46Q: 23 clusters Score -2.322741e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 254 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 54300 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 186484 members 
Mstep: Class 8 contains 76893 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 114034 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 20487 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227722.000000 Penalty: 13175.466797
Iteration 47Q: 23 clusters Score -2.322772e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 8203 members 
Mstep: Class 5 contains 54909 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 185295 members 
Mstep: Class 8 contains 77920 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 114595 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 19595 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5308 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228364.000000 Penalty: 13175.466797
Iteration 48Q: 23 clusters Score -2.322836e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 55539 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 184051 members 
Mstep: Class 8 contains 78893 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 115215 members 
Mstep: Class 11 contains 3059 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 18742 members 
Mstep: Class 14 contains 3597 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228842.000000 Penalty: 13175.466797
Iteration 49Q: 23 clusters Score -2.322884e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7809 members 
Mstep: Class 5 contains 56124 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 182767 members 
Mstep: Class 8 contains 79843 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 115902 members 
Mstep: Class 11 contains 3124 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229320.000000 Penalty: 13175.466797
Iteration 50Q: 23 clusters Score -2.322932e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 56651 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 181480 members 
Mstep: Class 8 contains 80811 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 116633 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 17027 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229710.000000 Penalty: 13175.466797
Iteration 51Q: 23 clusters Score -2.322971e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 57194 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 180172 members 
Mstep: Class 8 contains 81752 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 117356 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 16229 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5677 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230206.000000 Penalty: 13175.466797
Iteration 52Q: 23 clusters Score -2.323021e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 248 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 57755 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 178823 members 
Mstep: Class 8 contains 82688 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 118154 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 15451 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 2558 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230490.000000 Penalty: 13175.466797
Iteration 53Q: 23 clusters Score -2.323049e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 247 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 58314 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 177537 members 
Mstep: Class 8 contains 83587 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 118915 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230972.000000 Penalty: 13175.466797
Iteration 54Q: 23 clusters Score -2.323097e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 246 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6962 members 
Mstep: Class 5 contains 58841 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 176301 members 
Mstep: Class 8 contains 84504 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 119624 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 14058 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5815 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231304.000000 Penalty: 13175.466797
Iteration 55Q: 23 clusters Score -2.32313e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 245 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 59318 members 
Mstep: Class 6 contains 1642 members 
Mstep: Class 7 contains 175138 members 
Mstep: Class 8 contains 85440 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 120336 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 13355 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5867 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231856.000000 Penalty: 13175.466797
Iteration 56Q: 23 clusters Score -2.323186e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 59798 members 
Mstep: Class 6 contains 1657 members 
Mstep: Class 7 contains 173983 members 
Mstep: Class 8 contains 86356 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 121016 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 12675 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5898 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232390.000000 Penalty: 13175.466797
Iteration 57Q: 23 clusters Score -2.323239e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 60236 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 172904 members 
Mstep: Class 8 contains 87289 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 121670 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 11970 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 2743 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232838.000000 Penalty: 13175.466797
Iteration 58Q: 23 clusters Score -2.323284e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6392 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 171892 members 
Mstep: Class 8 contains 88193 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 122308 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233454.000000 Penalty: 13175.466797
Iteration 59Q: 23 clusters Score -2.323345e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 60981 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 170924 members 
Mstep: Class 8 contains 89058 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 122944 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 10615 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234264.000000 Penalty: 13175.466797
Iteration 60F: 23 clusters Score -2.323426e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 6114 members 
Mstep: Class 5 contains 61333 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 169993 members 
Mstep: Class 8 contains 89860 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 123428 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 9982 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234758.000000 Penalty: 13175.466797
Iteration 61Q: 23 clusters Score -2.323476e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 61664 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 169082 members 
Mstep: Class 8 contains 90673 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 123902 members 
Mstep: Class 11 contains 3441 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 9400 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235196.000000 Penalty: 13175.466797
Iteration 62Q: 23 clusters Score -2.32352e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 61979 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 168270 members 
Mstep: Class 8 contains 91454 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 124304 members 
Mstep: Class 11 contains 3461 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 8849 members 
Mstep: Class 14 contains 3488 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6062 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235566.000000 Penalty: 13175.466797
Iteration 63Q: 23 clusters Score -2.323557e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 62263 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 167575 members 
Mstep: Class 8 contains 92200 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 124637 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 8308 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6105 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236002.000000 Penalty: 13175.466797
Iteration 64Q: 23 clusters Score -2.3236e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5545 members 
Mstep: Class 5 contains 62532 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 166934 members 
Mstep: Class 8 contains 92926 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 124925 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 3427 members 
Mstep: Class 13 contains 7767 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6139 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236464.000000 Penalty: 13175.466797
Iteration 65Q: 23 clusters Score -2.323646e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5418 members 
Mstep: Class 5 contains 62790 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 166312 members 
Mstep: Class 8 contains 93659 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 125179 members 
Mstep: Class 11 contains 3468 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6152 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236926.000000 Penalty: 13175.466797
Iteration 66Q: 23 clusters Score -2.323693e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 63048 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 165742 members 
Mstep: Class 8 contains 94381 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 125402 members 
Mstep: Class 11 contains 3462 members 
Mstep: Class 12 contains 3497 members 
Mstep: Class 13 contains 6764 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6163 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23237304.000000 Penalty: 13175.466797
Iteration 67Q: 23 clusters Score -2.32373e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5203 members 
Mstep: Class 5 contains 63295 members 
Mstep: Class 6 contains 1861 members 
Mstep: Class 7 contains 165238 members 
Mstep: Class 8 contains 95084 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 125589 members 
Mstep: Class 11 contains 3465 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 3418 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6165 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23237658.000000 Penalty: 13175.466797
Iteration 68Q: 23 clusters Score -2.323766e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 63532 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 164748 members 
Mstep: Class 8 contains 95802 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 125753 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 5736 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6179 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23238032.000000 Penalty: 13175.466797
Iteration 69Q: 23 clusters Score -2.323803e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 63757 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 164268 members 
Mstep: Class 8 contains 96514 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 125957 members 
Mstep: Class 11 contains 3475 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6193 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23238412.000000 Penalty: 13175.466797
Iteration 70Q: 23 clusters Score -2.323841e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 63958 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 163858 members 
Mstep: Class 8 contains 97240 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126087 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 2900 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23238720.000000 Penalty: 13175.466797
Iteration 71Q: 23 clusters Score -2.323872e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 64159 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 163483 members 
Mstep: Class 8 contains 97973 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126156 members 
Mstep: Class 11 contains 3493 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 2911 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6221 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23239146.000000 Penalty: 13175.466797
Iteration 72Q: 23 clusters Score -2.323915e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4613 members 
Mstep: Class 5 contains 64354 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 163120 members 
Mstep: Class 8 contains 98721 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126227 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23239606.000000 Penalty: 13175.466797
Iteration 73Q: 23 clusters Score -2.323961e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 64542 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 162795 members 
Mstep: Class 8 contains 99446 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126278 members 
Mstep: Class 11 contains 3507 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23240088.000000 Penalty: 13175.466797
Iteration 74Q: 23 clusters Score -2.324009e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 64728 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 162524 members 
Mstep: Class 8 contains 100186 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126314 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 3074 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6251 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23240500.000000 Penalty: 13175.466797
Iteration 75Q: 23 clusters Score -2.32405e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 64906 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 162240 members 
Mstep: Class 8 contains 100837 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126341 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 3017 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6265 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23240786.000000 Penalty: 13175.466797
Iteration 76Q: 23 clusters Score -2.324079e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4274 members 
Mstep: Class 5 contains 65061 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 161987 members 
Mstep: Class 8 contains 101381 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126395 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 2970 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6274 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23241064.000000 Penalty: 13175.466797
Iteration 77Q: 23 clusters Score -2.324106e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 65198 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 161741 members 
Mstep: Class 8 contains 101878 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126432 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 3706 members 
Mstep: Class 13 contains 1718 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6287 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23241276.000000 Penalty: 13175.466797
Iteration 78Q: 23 clusters Score -2.324128e+07 nChanged 1043
Entering ConstructFrom: 
Score: -23241276.000000 Penalty: 13175.466797
Entering ConstructFrom: 
Trying to split cluster 1 (29096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Entering Unmasked Estep 
Score: -1293878.750000 Penalty: 467.665192
	Iteration 0F: 2 clusters Score -1293879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1274532.125000 Penalty: 935.330383
	Iteration 0F: 3 clusters Score -1274532 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1283524.125000 Penalty: 935.330383
	Iteration 1F: 3 clusters Score -1283524 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1284641.000000 Penalty: 935.330383
	Iteration 2F: 3 clusters Score -1284641 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -1286315.000000 Penalty: 935.330383
	Iteration 3F: 3 clusters Score -1286315 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -1288401.625000 Penalty: 935.330383
	Iteration 4F: 3 clusters Score -1288402 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -1290626.500000 Penalty: 935.330383
	Iteration 5F: 3 clusters Score -1290626 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1292313.875000 Penalty: 935.330383
	Iteration 6F: 3 clusters Score -1292314 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -1293011.625000 Penalty: 935.330383
	Iteration 7Q: 3 clusters Score -1293012 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -1293273.625000 Penalty: 935.330383
	Iteration 8Q: 3 clusters Score -1293274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -1293373.875000 Penalty: 935.330383
	Iteration 9Q: 3 clusters Score -1293374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -1293428.000000 Penalty: 935.330383
	Iteration 10Q: 3 clusters Score -1293428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -1293444.250000 Penalty: 935.330383
	Iteration 11Q: 3 clusters Score -1293444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -1293457.375000 Penalty: 935.330383
	Iteration 12Q: 3 clusters Score -1293457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -1293464.000000 Penalty: 935.330383
	Iteration 13Q: 3 clusters Score -1293464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1293475.125000 Penalty: 935.330383
	Iteration 14Q: 3 clusters Score -1293475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -1293478.125000 Penalty: 935.330383
	Iteration 15Q: 3 clusters Score -1293478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -1293478.125000 Penalty: 935.330383
	Iteration 16Q: 3 clusters Score -1293478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1293479.250000 Penalty: 935.330383
	Iteration 17Q: 3 clusters Score -1293479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1293479.250000 Penalty: 935.330383
	Iteration 18F: 3 clusters Score -1293479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -8169.321289 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -8169.321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7874.670898 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -7874.671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7949.250977 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -7949.251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7986.970703 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -7986.971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8000.235840 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -8000.236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8005.403320 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -8005.403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8009.187012 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -8009.187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8010.001465 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -8010.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8010.270508 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -8010.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8010.270508 Penalty: 497.976624
	Iteration 8F: 3 clusters Score -8010.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -20634.212891 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -20634.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20138.658203 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -20138.66 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20301.009766 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -20301.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20412.541016 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -20412.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20532.005859 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -20532.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20628.937500 Penalty: 567.509644
	Iteration 4F: 3 clusters Score -20628.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20709.201172 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -20709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20790.841797 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -20790.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20946.220703 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -20946.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21113.488281 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -21113.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21133.687500 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -21133.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21133.687500 Penalty: 567.509644
	Iteration 10F: 3 clusters Score -21133.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 194 members 
Entering Unmasked Estep 
Score: -23241454.000000 Penalty: 13774.352539
Splitting cluster 3 changes total score from -23241276.000000 to -23241454.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -178630.468750 Penalty: 379.043335
	Iteration 0F: 2 clusters Score -178630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -175774.328125 Penalty: 758.086670
	Iteration 0F: 3 clusters Score -175774.3 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -176861.281250 Penalty: 758.086670
	Iteration 1F: 3 clusters Score -176861.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -177034.406250 Penalty: 758.086670
	Iteration 2F: 3 clusters Score -177034.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -177245.843750 Penalty: 758.086670
	Iteration 3F: 3 clusters Score -177245.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -177470.906250 Penalty: 758.086670
	Iteration 4F: 3 clusters Score -177470.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -177645.640625 Penalty: 758.086670
	Iteration 5F: 3 clusters Score -177645.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -177744.156250 Penalty: 758.086670
	Iteration 6Q: 3 clusters Score -177744.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -177815.406250 Penalty: 758.086670
	Iteration 7Q: 3 clusters Score -177815.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -177862.187500 Penalty: 758.086670
	Iteration 8Q: 3 clusters Score -177862.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -177906.421875 Penalty: 758.086670
	Iteration 9Q: 3 clusters Score -177906.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -177947.875000 Penalty: 758.086670
	Iteration 10Q: 3 clusters Score -177947.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -177994.859375 Penalty: 758.086670
	Iteration 11Q: 3 clusters Score -177994.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -178056.375000 Penalty: 758.086670
	Iteration 12Q: 3 clusters Score -178056.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -178137.437500 Penalty: 758.086670
	Iteration 13Q: 3 clusters Score -178137.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -178211.921875 Penalty: 758.086670
	Iteration 14Q: 3 clusters Score -178211.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -178305.328125 Penalty: 758.086670
	Iteration 15Q: 3 clusters Score -178305.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -178470.718750 Penalty: 758.086670
	Iteration 16Q: 3 clusters Score -178470.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -178652.437500 Penalty: 758.086670
	Iteration 17Q: 3 clusters Score -178652.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -178751.281250 Penalty: 758.086670
	Iteration 18Q: 3 clusters Score -178751.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -178781.015625 Penalty: 758.086670
	Iteration 19Q: 3 clusters Score -178781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -178800.218750 Penalty: 758.086670
	Iteration 20F: 3 clusters Score -178800.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -178809.796875 Penalty: 758.086670
	Iteration 21Q: 3 clusters Score -178809.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -178817.296875 Penalty: 758.086670
	Iteration 22Q: 3 clusters Score -178817.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -178822.843750 Penalty: 758.086670
	Iteration 23Q: 3 clusters Score -178822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -178827.687500 Penalty: 758.086670
	Iteration 24Q: 3 clusters Score -178827.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -178832.796875 Penalty: 758.086670
	Iteration 25Q: 3 clusters Score -178832.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -178835.593750 Penalty: 758.086670
	Iteration 26Q: 3 clusters Score -178835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -178837.125000 Penalty: 758.086670
	Iteration 27Q: 3 clusters Score -178837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -178838.281250 Penalty: 758.086670
	Iteration 28Q: 3 clusters Score -178838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -178839.109375 Penalty: 758.086670
	Iteration 29Q: 3 clusters Score -178839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -178839.781250 Penalty: 758.086670
	Iteration 30Q: 3 clusters Score -178839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -178839.937500 Penalty: 758.086670
	Iteration 31Q: 3 clusters Score -178839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -178840.203125 Penalty: 758.086670
	Iteration 32Q: 3 clusters Score -178840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -178841.687500 Penalty: 758.086670
	Iteration 33Q: 3 clusters Score -178841.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -178843.328125 Penalty: 758.086670
	Iteration 34Q: 3 clusters Score -178843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -178844.593750 Penalty: 758.086670
	Iteration 35Q: 3 clusters Score -178844.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -178847.281250 Penalty: 758.086670
	Iteration 36Q: 3 clusters Score -178847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -178853.718750 Penalty: 758.086670
	Iteration 37Q: 3 clusters Score -178853.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -178864.390625 Penalty: 758.086670
	Iteration 38Q: 3 clusters Score -178864.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -178872.187500 Penalty: 758.086670
	Iteration 39Q: 3 clusters Score -178872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -178876.843750 Penalty: 758.086670
	Iteration 40F: 3 clusters Score -178876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -178883.140625 Penalty: 758.086670
	Iteration 41Q: 3 clusters Score -178883.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -178891.500000 Penalty: 758.086670
	Iteration 42Q: 3 clusters Score -178891.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -178902.312500 Penalty: 758.086670
	Iteration 43Q: 3 clusters Score -178902.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -178910.453125 Penalty: 758.086670
	Iteration 44Q: 3 clusters Score -178910.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -178921.500000 Penalty: 758.086670
	Iteration 45Q: 3 clusters Score -178921.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -178933.546875 Penalty: 758.086670
	Iteration 46Q: 3 clusters Score -178933.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -178944.796875 Penalty: 758.086670
	Iteration 47Q: 3 clusters Score -178944.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -178957.359375 Penalty: 758.086670
	Iteration 48Q: 3 clusters Score -178957.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -178970.296875 Penalty: 758.086670
	Iteration 49Q: 3 clusters Score -178970.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -178983.515625 Penalty: 758.086670
	Iteration 50Q: 3 clusters Score -178983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -178995.562500 Penalty: 758.086670
	Iteration 51Q: 3 clusters Score -178995.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -179013.578125 Penalty: 758.086670
	Iteration 52Q: 3 clusters Score -179013.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -179028.718750 Penalty: 758.086670
	Iteration 53Q: 3 clusters Score -179028.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -179048.015625 Penalty: 758.086670
	Iteration 54Q: 3 clusters Score -179048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -179060.890625 Penalty: 758.086670
	Iteration 55Q: 3 clusters Score -179060.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179069.250000 Penalty: 758.086670
	Iteration 56Q: 3 clusters Score -179069.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -179075.250000 Penalty: 758.086670
	Iteration 57Q: 3 clusters Score -179075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -179080.328125 Penalty: 758.086670
	Iteration 58Q: 3 clusters Score -179080.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -179083.578125 Penalty: 758.086670
	Iteration 59Q: 3 clusters Score -179083.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -179085.859375 Penalty: 758.086670
	Iteration 60F: 3 clusters Score -179085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -179087.062500 Penalty: 758.086670
	Iteration 61Q: 3 clusters Score -179087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -179088.109375 Penalty: 758.086670
	Iteration 62Q: 3 clusters Score -179088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179088.859375 Penalty: 758.086670
	Iteration 63Q: 3 clusters Score -179088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -179090.281250 Penalty: 758.086670
	Iteration 64Q: 3 clusters Score -179090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179091.015625 Penalty: 758.086670
	Iteration 65Q: 3 clusters Score -179091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -179091.078125 Penalty: 758.086670
	Iteration 66Q: 3 clusters Score -179091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -179091.937500 Penalty: 758.086670
	Iteration 67Q: 3 clusters Score -179091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -179092.203125 Penalty: 758.086670
	Iteration 68Q: 3 clusters Score -179092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -179092.015625 Penalty: 758.086670
	Iteration 69Q: 3 clusters Score -179092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -179092.015625 Penalty: 758.086670
	Iteration 70F: 3 clusters Score -179092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1288 members 
Entering Unmasked Estep 
Score: -23241746.000000 Penalty: 14373.237305
Splitting cluster 4 changes total score from -23241276.000000 to -23241746.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (65308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Entering Unmasked Estep 
Score: -3142150.000000 Penalty: 504.452606
	Iteration 0F: 2 clusters Score -3142150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3097970.000000 Penalty: 1008.905212
	Iteration 0F: 3 clusters Score -3097970 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3116735.500000 Penalty: 1008.905212
	Iteration 1F: 3 clusters Score -3116736 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3117414.500000 Penalty: 1008.905212
	Iteration 2Q: 3 clusters Score -3117414 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -3118442.250000 Penalty: 1008.905212
	Iteration 3Q: 3 clusters Score -3118442 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -3120279.250000 Penalty: 1008.905212
	Iteration 4Q: 3 clusters Score -3120279 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3123329.500000 Penalty: 1008.905212
	Iteration 5F: 3 clusters Score -3123330 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -3127296.750000 Penalty: 1008.905212
	Iteration 6F: 3 clusters Score -3127297 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -3131039.500000 Penalty: 1008.905212
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Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3133708 nChanged 1253
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Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3134224 nChanged 837
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Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3134427 nChanged 817
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Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3134641 nChanged 813
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3135084 nChanged 973
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Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3135380 nChanged 1012
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Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3135977 nChanged 966
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Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3136250 nChanged 948
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Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3136548 nChanged 983
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3136871 nChanged 985
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Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3137169 nChanged 942
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Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3137465 nChanged 948
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Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3137788 nChanged 887
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Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3138071 nChanged 883
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Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3138339 nChanged 813
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Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3138616 nChanged 781
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3138871 nChanged 798
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Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3139166 nChanged 814
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Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3139461 nChanged 731
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Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3139714 nChanged 711
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Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 57480 members 
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	Iteration 32Q: 3 clusters Score -3139958 nChanged 656
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3140424 nChanged 618
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Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 59354 members 
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	Iteration 35Q: 3 clusters Score -3140674 nChanged 552
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Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3140847 nChanged 462
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Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3141003 nChanged 416
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 60782 members 
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Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 61152 members 
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	Iteration 39Q: 3 clusters Score -3141205 nChanged 341
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 61493 members 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 61765 members 
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Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 62026 members 
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Mstep: Class 1 contains 3036 members 
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Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 62478 members 
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Mstep: Class 1 contains 2651 members 
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Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 62816 members 
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Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 63074 members 
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	Iteration 48Q: 3 clusters Score -3141800 nChanged 126
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Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 63194 members 
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	Iteration 49Q: 3 clusters Score -3141854 nChanged 114
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3141887 nChanged 91
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Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 63365 members 
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	Iteration 51Q: 3 clusters Score -3141910 nChanged 82
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Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3141933 nChanged 63
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Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 63474 members 
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	Iteration 53Q: 3 clusters Score -3141948 nChanged 50
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3141960 nChanged 44
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Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 63544 members 
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	Iteration 55Q: 3 clusters Score -3141964 nChanged 35
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	Iteration 56Q: 3 clusters Score -3141968 nChanged 36
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 63601 members 
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	Iteration 57Q: 3 clusters Score -3141961 nChanged 26
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Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 63623 members 
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	Iteration 58Q: 3 clusters Score -3141959 nChanged 25
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Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 63642 members 
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	Iteration 59Q: 3 clusters Score -3141970 nChanged 26
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Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 63668 members 
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	Iteration 60F: 3 clusters Score -3141970 nChanged 20
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3141974 nChanged 15
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Mstep: Class 1 contains 1609 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3141976 nChanged 18
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	Iteration 63Q: 3 clusters Score -3141976 nChanged 18
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	Iteration 64Q: 3 clusters Score -3141978 nChanged 13
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	Iteration 65Q: 3 clusters Score -3141979 nChanged 10
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Mstep: Class 1 contains 1552 members 
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	Iteration 66Q: 3 clusters Score -3141982 nChanged 11
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	Iteration 67Q: 3 clusters Score -3141981 nChanged 11
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Mstep: Class 1 contains 1532 members 
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	Iteration 68Q: 3 clusters Score -3141985 nChanged 13
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	Iteration 69Q: 3 clusters Score -3141985 nChanged 15
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	Iteration 70Q: 3 clusters Score -3141982 nChanged 13
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	Iteration 71Q: 3 clusters Score -3141982 nChanged 11
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	Iteration 72Q: 3 clusters Score -3141981 nChanged 10
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	Iteration 73Q: 3 clusters Score -3141985 nChanged 8
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	Iteration 74Q: 3 clusters Score -3141985 nChanged 5
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	Iteration 75Q: 3 clusters Score -3141983 nChanged 10
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	Iteration 76Q: 3 clusters Score -3141977 nChanged 5
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	Iteration 77Q: 3 clusters Score -3141980 nChanged 8
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	Iteration 78Q: 3 clusters Score -3141984 nChanged 2
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	Iteration 79Q: 3 clusters Score -3141986 nChanged 5
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	Iteration 80F: 3 clusters Score -3141984 nChanged 2
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	Iteration 81Q: 3 clusters Score -3141981 nChanged 2
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	Iteration 82Q: 3 clusters Score -3141982 nChanged 2
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	Iteration 83Q: 3 clusters Score -3141982 nChanged 2
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	Iteration 84Q: 3 clusters Score -3141982 nChanged 4
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	Iteration 85Q: 3 clusters Score -3141983 nChanged 3
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	Iteration 86Q: 3 clusters Score -3141982 nChanged 5
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	Iteration 87Q: 3 clusters Score -3141983 nChanged 7
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	Iteration 88Q: 3 clusters Score -3141985 nChanged 4
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	Iteration 89Q: 3 clusters Score -3141990 nChanged 3
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	Iteration 90Q: 3 clusters Score -3141988 nChanged 7
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	Iteration 91Q: 3 clusters Score -3141988 nChanged 5
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	Iteration 92Q: 3 clusters Score -3141989 nChanged 4
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	Iteration 93Q: 3 clusters Score -3141991 nChanged 5
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	Iteration 94Q: 3 clusters Score -3141989 nChanged 8
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	Iteration 95Q: 3 clusters Score -3141988 nChanged 7
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	Iteration 96Q: 3 clusters Score -3141990 nChanged 6
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	Iteration 97Q: 3 clusters Score -3141993 nChanged 7
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	Iteration 98Q: 3 clusters Score -3141994 nChanged 6
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	Iteration 99Q: 3 clusters Score -3141993 nChanged 5
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Score: -3141994.500000 Penalty: 1008.905212
	Iteration 100F: 3 clusters Score -3141994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -3141991.250000 Penalty: 1008.905212
	Iteration 101Q: 3 clusters Score -3141991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -3141990.250000 Penalty: 1008.905212
	Iteration 102Q: 3 clusters Score -3141990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -3141990.250000 Penalty: 1008.905212
	Iteration 103F: 3 clusters Score -3141990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -85382.750000 Penalty: 344.125610
	Iteration 0F: 2 clusters Score -85382.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -83978.617188 Penalty: 688.251221
	Iteration 0F: 3 clusters Score -83978.62 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -84461.367188 Penalty: 688.251221
	Iteration 1F: 3 clusters Score -84461.37 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -84563.476562 Penalty: 688.251221
	Iteration 2F: 3 clusters Score -84563.48 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84667.164062 Penalty: 688.251221
	Iteration 3F: 3 clusters Score -84667.16 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -84751.328125 Penalty: 688.251221
	Iteration 4F: 3 clusters Score -84751.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -84819.015625 Penalty: 688.251221
	Iteration 5Q: 3 clusters Score -84819.02 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84910.671875 Penalty: 688.251221
	Iteration 6Q: 3 clusters Score -84910.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85008.679688 Penalty: 688.251221
	Iteration 7Q: 3 clusters Score -85008.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85083.906250 Penalty: 688.251221
	Iteration 8Q: 3 clusters Score -85083.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85123.773438 Penalty: 688.251221
	Iteration 9Q: 3 clusters Score -85123.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85143.171875 Penalty: 688.251221
	Iteration 10Q: 3 clusters Score -85143.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85155.718750 Penalty: 688.251221
	Iteration 11Q: 3 clusters Score -85155.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85164.734375 Penalty: 688.251221
	Iteration 12Q: 3 clusters Score -85164.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85170.546875 Penalty: 688.251221
	Iteration 13Q: 3 clusters Score -85170.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85175.195312 Penalty: 688.251221
	Iteration 14Q: 3 clusters Score -85175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85175.703125 Penalty: 688.251221
	Iteration 15Q: 3 clusters Score -85175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85175.882812 Penalty: 688.251221
	Iteration 16Q: 3 clusters Score -85175.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85175.882812 Penalty: 688.251221
	Iteration 17F: 3 clusters Score -85175.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Entering Unmasked Estep 
Score: -7461115.500000 Penalty: 545.662231
	Iteration 0F: 2 clusters Score -7461116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -7352814.000000 Penalty: 1091.324463
	Iteration 0F: 3 clusters Score -7352814 nChanged 79521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85764 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -7401439.500000 Penalty: 1091.324463
	Iteration 1F: 3 clusters Score -7401440 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -7403336.500000 Penalty: 1091.324463
	Iteration 2Q: 3 clusters Score -7403336 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95478 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -7406223.500000 Penalty: 1091.324463
	Iteration 3Q: 3 clusters Score -7406224 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -7410706.500000 Penalty: 1091.324463
	Iteration 4F: 3 clusters Score -7410706 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113745 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -7418160.000000 Penalty: 1091.324463
	Iteration 5F: 3 clusters Score -7418160 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -7429086.500000 Penalty: 1091.324463
	Iteration 6F: 3 clusters Score -7429086 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139300 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -7441321.500000 Penalty: 1091.324463
	Iteration 7F: 3 clusters Score -7441322 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7450884.000000 Penalty: 1091.324463
	Iteration 8F: 3 clusters Score -7450884 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155437 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -7456350.500000 Penalty: 1091.324463
	Iteration 9Q: 3 clusters Score -7456350 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7458915.500000 Penalty: 1091.324463
	Iteration 10Q: 3 clusters Score -7458916 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7460018.500000 Penalty: 1091.324463
	Iteration 11Q: 3 clusters Score -7460018 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7460517.000000 Penalty: 1091.324463
	Iteration 12Q: 3 clusters Score -7460517 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160669 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7460753.000000 Penalty: 1091.324463
	Iteration 13Q: 3 clusters Score -7460753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7460854.000000 Penalty: 1091.324463
	Iteration 14Q: 3 clusters Score -7460854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160819 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7460911.500000 Penalty: 1091.324463
	Iteration 15Q: 3 clusters Score -7460912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7460935.500000 Penalty: 1091.324463
	Iteration 16Q: 3 clusters Score -7460936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7460966.000000 Penalty: 1091.324463
	Iteration 17Q: 3 clusters Score -7460966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7460963.000000 Penalty: 1091.324463
	Iteration 18Q: 3 clusters Score -7460963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7460977.000000 Penalty: 1091.324463
	Iteration 19Q: 3 clusters Score -7460977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7460992.000000 Penalty: 1091.324463
	Iteration 20F: 3 clusters Score -7460992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7460984.500000 Penalty: 1091.324463
	Iteration 21Q: 3 clusters Score -7460984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7460985.500000 Penalty: 1091.324463
	Iteration 22Q: 3 clusters Score -7460986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160930 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7460990.500000 Penalty: 1091.324463
	Iteration 23Q: 3 clusters Score -7460990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7460996.000000 Penalty: 1091.324463
	Iteration 24Q: 3 clusters Score -7460996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7461006.500000 Penalty: 1091.324463
	Iteration 25Q: 3 clusters Score -7461006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7461004.000000 Penalty: 1091.324463
	Iteration 26Q: 3 clusters Score -7461004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7461001.500000 Penalty: 1091.324463
	Iteration 27Q: 3 clusters Score -7461002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160949 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7460998.500000 Penalty: 1091.324463
	Iteration 28Q: 3 clusters Score -7460998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7460997.000000 Penalty: 1091.324463
	Iteration 29Q: 3 clusters Score -7460997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7460999.500000 Penalty: 1091.324463
	Iteration 30Q: 3 clusters Score -7461000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7460999.000000 Penalty: 1091.324463
	Iteration 31Q: 3 clusters Score -7460999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7461000.000000 Penalty: 1091.324463
	Iteration 32Q: 3 clusters Score -7461000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7460997.500000 Penalty: 1091.324463
	Iteration 33Q: 3 clusters Score -7460998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7461003.500000 Penalty: 1091.324463
	Iteration 34Q: 3 clusters Score -7461004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7461005.000000 Penalty: 1091.324463
	Iteration 35Q: 3 clusters Score -7461005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7461001.000000 Penalty: 1091.324463
	Iteration 36Q: 3 clusters Score -7461001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7460999.000000 Penalty: 1091.324463
	Iteration 37Q: 3 clusters Score -7460999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7460998.500000 Penalty: 1091.324463
	Iteration 38Q: 3 clusters Score -7460998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7460998.500000 Penalty: 1091.324463
	Iteration 39F: 3 clusters Score -7460998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (102289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Entering Unmasked Estep 
Score: -4808852.000000 Penalty: 524.867859
	Iteration 0F: 2 clusters Score -4808852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -4740768.500000 Penalty: 1049.735718
	Iteration 0F: 3 clusters Score -4740768 nChanged 49955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -4771481.000000 Penalty: 1049.735718
	Iteration 1F: 3 clusters Score -4771481 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -4772564.500000 Penalty: 1049.735718
	Iteration 2Q: 3 clusters Score -4772564 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -4774067.000000 Penalty: 1049.735718
	Iteration 3Q: 3 clusters Score -4774067 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -4776498.500000 Penalty: 1049.735718
	Iteration 4Q: 3 clusters Score -4776498 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4780173.000000 Penalty: 1049.735718
	Iteration 5F: 3 clusters Score -4780173 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -4784678.000000 Penalty: 1049.735718
	Iteration 6F: 3 clusters Score -4784678 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -4788161.000000 Penalty: 1049.735718
	Iteration 7F: 3 clusters Score -4788161 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -4789601.500000 Penalty: 1049.735718
	Iteration 8Q: 3 clusters Score -4789602 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -4790030.000000 Penalty: 1049.735718
	Iteration 9Q: 3 clusters Score -4790030 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -4790173.500000 Penalty: 1049.735718
	Iteration 10Q: 3 clusters Score -4790174 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -4790254.500000 Penalty: 1049.735718
	Iteration 11Q: 3 clusters Score -4790254 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -4790315.500000 Penalty: 1049.735718
	Iteration 12Q: 3 clusters Score -4790316 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -4790372.000000 Penalty: 1049.735718
	Iteration 13Q: 3 clusters Score -4790372 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -4790428.000000 Penalty: 1049.735718
	Iteration 14Q: 3 clusters Score -4790428 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -4790496.000000 Penalty: 1049.735718
	Iteration 15Q: 3 clusters Score -4790496 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -4790579.500000 Penalty: 1049.735718
	Iteration 16Q: 3 clusters Score -4790580 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -4790683.500000 Penalty: 1049.735718
	Iteration 17Q: 3 clusters Score -4790684 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4790777.500000 Penalty: 1049.735718
	Iteration 18Q: 3 clusters Score -4790778 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4790908.000000 Penalty: 1049.735718
	Iteration 19Q: 3 clusters Score -4790908 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4791039.000000 Penalty: 1049.735718
	Iteration 20F: 3 clusters Score -4791039 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -4791259.500000 Penalty: 1049.735718
	Iteration 21Q: 3 clusters Score -4791260 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4791501.500000 Penalty: 1049.735718
	Iteration 22Q: 3 clusters Score -4791502 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4791805.500000 Penalty: 1049.735718
	Iteration 23Q: 3 clusters Score -4791806 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4792084.000000 Penalty: 1049.735718
	Iteration 24Q: 3 clusters Score -4792084 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4792432.000000 Penalty: 1049.735718
	Iteration 25Q: 3 clusters Score -4792432 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4792885.500000 Penalty: 1049.735718
	Iteration 26Q: 3 clusters Score -4792886 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4793412.000000 Penalty: 1049.735718
	Iteration 27Q: 3 clusters Score -4793412 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4794023.500000 Penalty: 1049.735718
	Iteration 28Q: 3 clusters Score -4794024 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4794690.500000 Penalty: 1049.735718
	Iteration 29Q: 3 clusters Score -4794690 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4795446.000000 Penalty: 1049.735718
	Iteration 30Q: 3 clusters Score -4795446 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4796281.000000 Penalty: 1049.735718
	Iteration 31Q: 3 clusters Score -4796281 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4797181.500000 Penalty: 1049.735718
	Iteration 32Q: 3 clusters Score -4797182 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4798166.500000 Penalty: 1049.735718
	Iteration 33Q: 3 clusters Score -4798166 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4799235.000000 Penalty: 1049.735718
	Iteration 34Q: 3 clusters Score -4799235 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4800331.500000 Penalty: 1049.735718
	Iteration 35Q: 3 clusters Score -4800332 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4801426.000000 Penalty: 1049.735718
	Iteration 36Q: 3 clusters Score -4801426 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4802432.000000 Penalty: 1049.735718
	Iteration 37Q: 3 clusters Score -4802432 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -4803434.500000 Penalty: 1049.735718
	Iteration 38Q: 3 clusters Score -4803434 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4804319.500000 Penalty: 1049.735718
	Iteration 39Q: 3 clusters Score -4804320 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96946 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4805197.500000 Penalty: 1049.735718
	Iteration 40F: 3 clusters Score -4805198 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4805970.000000 Penalty: 1049.735718
	Iteration 41Q: 3 clusters Score -4805970 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4806575.500000 Penalty: 1049.735718
	Iteration 42Q: 3 clusters Score -4806576 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4807052.000000 Penalty: 1049.735718
	Iteration 43Q: 3 clusters Score -4807052 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4807394.500000 Penalty: 1049.735718
	Iteration 44Q: 3 clusters Score -4807394 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4807643.000000 Penalty: 1049.735718
	Iteration 45Q: 3 clusters Score -4807643 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4807846.000000 Penalty: 1049.735718
	Iteration 46Q: 3 clusters Score -4807846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4808005.500000 Penalty: 1049.735718
	Iteration 47Q: 3 clusters Score -4808006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4808117.500000 Penalty: 1049.735718
	Iteration 48Q: 3 clusters Score -4808118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4808193.000000 Penalty: 1049.735718
	Iteration 49Q: 3 clusters Score -4808193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4808245.500000 Penalty: 1049.735718
	Iteration 50Q: 3 clusters Score -4808246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4808272.500000 Penalty: 1049.735718
	Iteration 51Q: 3 clusters Score -4808272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4808303.000000 Penalty: 1049.735718
	Iteration 52Q: 3 clusters Score -4808303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4808336.500000 Penalty: 1049.735718
	Iteration 53Q: 3 clusters Score -4808336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101840 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4808355.000000 Penalty: 1049.735718
	Iteration 54Q: 3 clusters Score -4808355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4808368.500000 Penalty: 1049.735718
	Iteration 55Q: 3 clusters Score -4808368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4808384.000000 Penalty: 1049.735718
	Iteration 56Q: 3 clusters Score -4808384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4808389.000000 Penalty: 1049.735718
	Iteration 57Q: 3 clusters Score -4808389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101919 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4808394.500000 Penalty: 1049.735718
	Iteration 58Q: 3 clusters Score -4808394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4808395.000000 Penalty: 1049.735718
	Iteration 59Q: 3 clusters Score -4808395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4808400.000000 Penalty: 1049.735718
	Iteration 60F: 3 clusters Score -4808400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4808409.000000 Penalty: 1049.735718
	Iteration 61Q: 3 clusters Score -4808409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101942 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4808410.500000 Penalty: 1049.735718
	Iteration 62Q: 3 clusters Score -4808410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101948 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4808413.000000 Penalty: 1049.735718
	Iteration 63Q: 3 clusters Score -4808413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4808415.000000 Penalty: 1049.735718
	Iteration 64Q: 3 clusters Score -4808415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4808419.000000 Penalty: 1049.735718
	Iteration 65Q: 3 clusters Score -4808419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4808425.000000 Penalty: 1049.735718
	Iteration 66Q: 3 clusters Score -4808425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4808426.500000 Penalty: 1049.735718
	Iteration 67Q: 3 clusters Score -4808426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101976 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4808430.500000 Penalty: 1049.735718
	Iteration 68Q: 3 clusters Score -4808430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4808435.000000 Penalty: 1049.735718
	Iteration 69Q: 3 clusters Score -4808435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4808434.500000 Penalty: 1049.735718
	Iteration 70Q: 3 clusters Score -4808434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4808437.500000 Penalty: 1049.735718
	Iteration 71Q: 3 clusters Score -4808438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4808439.500000 Penalty: 1049.735718
	Iteration 72Q: 3 clusters Score -4808440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4808443.500000 Penalty: 1049.735718
	Iteration 73Q: 3 clusters Score -4808444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4808444.500000 Penalty: 1049.735718
	Iteration 74Q: 3 clusters Score -4808444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4808445.500000 Penalty: 1049.735718
	Iteration 75Q: 3 clusters Score -4808446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4808453.000000 Penalty: 1049.735718
	Iteration 76Q: 3 clusters Score -4808453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102035 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4808451.000000 Penalty: 1049.735718
	Iteration 77Q: 3 clusters Score -4808451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4808455.000000 Penalty: 1049.735718
	Iteration 78Q: 3 clusters Score -4808455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4808454.500000 Penalty: 1049.735718
	Iteration 79Q: 3 clusters Score -4808454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4808454.500000 Penalty: 1049.735718
	Iteration 80F: 3 clusters Score -4808454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4808456.000000 Penalty: 1049.735718
	Iteration 81Q: 3 clusters Score -4808456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4808457.500000 Penalty: 1049.735718
	Iteration 82Q: 3 clusters Score -4808458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4808457.500000 Penalty: 1049.735718
	Iteration 83F: 3 clusters Score -4808458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -35429.207031 Penalty: 308.123077
	Iteration 0F: 2 clusters Score -35429.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34777.867188 Penalty: 616.246155
	Iteration 0F: 3 clusters Score -34777.87 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35183.523438 Penalty: 616.246155
	Iteration 1F: 3 clusters Score -35183.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35314.152344 Penalty: 616.246155
	Iteration 2F: 3 clusters Score -35314.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35429.656250 Penalty: 616.246155
	Iteration 3F: 3 clusters Score -35429.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35543.707031 Penalty: 616.246155
	Iteration 4F: 3 clusters Score -35543.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -35608.335938 Penalty: 616.246155
	Iteration 5Q: 3 clusters Score -35608.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -35624.437500 Penalty: 616.246155
	Iteration 6Q: 3 clusters Score -35624.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -35629.636719 Penalty: 616.246155
	Iteration 7Q: 3 clusters Score -35629.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -35632.425781 Penalty: 616.246155
	Iteration 8Q: 3 clusters Score -35632.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -35633.644531 Penalty: 616.246155
	Iteration 9Q: 3 clusters Score -35633.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -35633.644531 Penalty: 616.246155
	Iteration 10F: 3 clusters Score -35633.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 56 members 
Entering Unmasked Estep 
Score: -23241648.000000 Penalty: 14972.122070
Splitting cluster 9 changes total score from -23241276.000000 to -23241648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (126445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Entering Unmasked Estep 
Score: -5870862.500000 Penalty: 534.514099
	Iteration 0F: 2 clusters Score -5870862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -5785172.500000 Penalty: 1069.028198
	Iteration 0F: 3 clusters Score -5785172 nChanged 62159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -5824928.000000 Penalty: 1069.028198
	Iteration 1F: 3 clusters Score -5824928 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -5828668.500000 Penalty: 1069.028198
	Iteration 2F: 3 clusters Score -5828668 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -5834671.500000 Penalty: 1069.028198
	Iteration 3F: 3 clusters Score -5834672 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -5842868.000000 Penalty: 1069.028198
	Iteration 4F: 3 clusters Score -5842868 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -5850929.500000 Penalty: 1069.028198
	Iteration 5F: 3 clusters Score -5850930 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -5855804.500000 Penalty: 1069.028198
	Iteration 6F: 3 clusters Score -5855804 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -5858084.000000 Penalty: 1069.028198
	Iteration 7Q: 3 clusters Score -5858084 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -5859707.500000 Penalty: 1069.028198
	Iteration 8Q: 3 clusters Score -5859708 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -5861038.500000 Penalty: 1069.028198
	Iteration 9Q: 3 clusters Score -5861038 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -5862113.500000 Penalty: 1069.028198
	Iteration 10Q: 3 clusters Score -5862114 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -5862995.500000 Penalty: 1069.028198
	Iteration 11Q: 3 clusters Score -5862996 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -5863584.500000 Penalty: 1069.028198
	Iteration 12Q: 3 clusters Score -5863584 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -5863882.500000 Penalty: 1069.028198
	Iteration 13Q: 3 clusters Score -5863882 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -5864151.000000 Penalty: 1069.028198
	Iteration 14Q: 3 clusters Score -5864151 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -5864412.500000 Penalty: 1069.028198
	Iteration 15Q: 3 clusters Score -5864412 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -5864562.500000 Penalty: 1069.028198
	Iteration 16Q: 3 clusters Score -5864562 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -5864679.500000 Penalty: 1069.028198
	Iteration 17Q: 3 clusters Score -5864680 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 91870 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5864745 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5864814 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5864880 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5864935 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5865005 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5865050 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5865099 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5865148 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -5865225.000000 Penalty: 1069.028198
	Iteration 26Q: 3 clusters Score -5865225 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 95666 members 
Entering Unmasked Estep 
Score: -5865286.000000 Penalty: 1069.028198
	Iteration 27Q: 3 clusters Score -5865286 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5865354 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5865408 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5865462 nChanged 423
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5865531 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5865584 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5865660 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5865706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -5865754.000000 Penalty: 1069.028198
	Iteration 35Q: 3 clusters Score -5865754 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5865777 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5865830 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5865890 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5865927 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -5865997.500000 Penalty: 1069.028198
	Iteration 40F: 3 clusters Score -5865998 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5866037 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 101285 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5866090 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 101624 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5866110 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5866148 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5866191 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5866268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5866328 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5866384 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5866425 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 104080 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5866488 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5866528 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5866546 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5866558 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5866600 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5866599 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5866674 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -5866702.000000 Penalty: 1069.028198
	Iteration 57Q: 3 clusters Score -5866702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 106669 members 
Entering Unmasked Estep 
Score: -5866758.500000 Penalty: 1069.028198
	Iteration 58Q: 3 clusters Score -5866758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5866798 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 107215 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5866850 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 107509 members 
Entering Unmasked Estep 
Score: -5866911.500000 Penalty: 1069.028198
	Iteration 61Q: 3 clusters Score -5866912 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5866968 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 108066 members 
Entering Unmasked Estep 
Score: -5866995.000000 Penalty: 1069.028198
	Iteration 63Q: 3 clusters Score -5866995 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -5867025.000000 Penalty: 1069.028198
	Iteration 64Q: 3 clusters Score -5867025 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5867031 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5867067 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5867097 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5867169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5867200 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -5867223.500000 Penalty: 1069.028198
	Iteration 70Q: 3 clusters Score -5867224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5867256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -5867268.500000 Penalty: 1069.028198
	Iteration 72Q: 3 clusters Score -5867268 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -5867284.000000 Penalty: 1069.028198
	Iteration 73Q: 3 clusters Score -5867284 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5867316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -5867343.500000 Penalty: 1069.028198
	Iteration 75Q: 3 clusters Score -5867344 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5867378 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -5867436.500000 Penalty: 1069.028198
	Iteration 77Q: 3 clusters Score -5867436 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5867486 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 112159 members 
Entering Unmasked Estep 
Score: -5867507.000000 Penalty: 1069.028198
	Iteration 79Q: 3 clusters Score -5867507 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5867548 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 112614 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5867578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5867606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -5867611.500000 Penalty: 1069.028198
	Iteration 83Q: 3 clusters Score -5867612 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 113185 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5867636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5867670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5867704 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -5867722.000000 Penalty: 1069.028198
	Iteration 87Q: 3 clusters Score -5867722 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5867745 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 114043 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5867783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 114192 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5867790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5867800 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
Score: -5867818.500000 Penalty: 1069.028198
	Iteration 92Q: 3 clusters Score -5867818 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 114625 members 
Entering Unmasked Estep 
Score: -5867830.500000 Penalty: 1069.028198
	Iteration 93Q: 3 clusters Score -5867830 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -5867843.500000 Penalty: 1069.028198
	Iteration 94Q: 3 clusters Score -5867844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5867860 nChanged 130
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Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5867883 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5867910 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -5867940.000000 Penalty: 1069.028198
	Iteration 98Q: 3 clusters Score -5867940 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -5867952.000000 Penalty: 1069.028198
	Iteration 99Q: 3 clusters Score -5867952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -5867968.000000 Penalty: 1069.028198
	Iteration 100F: 3 clusters Score -5867968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5867983 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5868011 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -5868021.500000 Penalty: 1069.028198
	Iteration 103Q: 3 clusters Score -5868022 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5868036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 116361 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5868050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 116519 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5868085 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -5868103.500000 Penalty: 1069.028198
	Iteration 107Q: 3 clusters Score -5868104 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -5868133.000000 Penalty: 1069.028198
	Iteration 108Q: 3 clusters Score -5868133 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -5868156.000000 Penalty: 1069.028198
	Iteration 109Q: 3 clusters Score -5868156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -5868193.000000 Penalty: 1069.028198
	Iteration 110Q: 3 clusters Score -5868193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 117354 members 
Entering Unmasked Estep 
Score: -5868225.000000 Penalty: 1069.028198
	Iteration 111Q: 3 clusters Score -5868225 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5868249 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5868270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -5868315.000000 Penalty: 1069.028198
	Iteration 114Q: 3 clusters Score -5868315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 117943 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5868328 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 118149 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5868366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -5868398.500000 Penalty: 1069.028198
	Iteration 117Q: 3 clusters Score -5868398 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -5868429.500000 Penalty: 1069.028198
	Iteration 118Q: 3 clusters Score -5868430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -5868459.000000 Penalty: 1069.028198
	Iteration 119Q: 3 clusters Score -5868459 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
Score: -5868494.500000 Penalty: 1069.028198
	Iteration 120F: 3 clusters Score -5868494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -5868516.500000 Penalty: 1069.028198
	Iteration 121Q: 3 clusters Score -5868516 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5868548 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5868580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5868597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5868616 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -5868646.500000 Penalty: 1069.028198
	Iteration 126Q: 3 clusters Score -5868646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 120217 members 
Entering Unmasked Estep 
Score: -5868683.500000 Penalty: 1069.028198
	Iteration 127Q: 3 clusters Score -5868684 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5868745 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -5868797.000000 Penalty: 1069.028198
	Iteration 129Q: 3 clusters Score -5868797 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 120852 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5868854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5868896 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5868957 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -5869016.500000 Penalty: 1069.028198
	Iteration 133Q: 3 clusters Score -5869016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 121572 members 
Entering Unmasked Estep 
Score: -5869031.500000 Penalty: 1069.028198
	Iteration 134Q: 3 clusters Score -5869032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -5869080.500000 Penalty: 1069.028198
	Iteration 135Q: 3 clusters Score -5869080 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -5869149.000000 Penalty: 1069.028198
	Iteration 136Q: 3 clusters Score -5869149 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -5869191.000000 Penalty: 1069.028198
	Iteration 137Q: 3 clusters Score -5869191 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -5869234.500000 Penalty: 1069.028198
	Iteration 138Q: 3 clusters Score -5869234 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 122596 members 
Entering Unmasked Estep 
Score: -5869290.000000 Penalty: 1069.028198
	Iteration 139Q: 3 clusters Score -5869290 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5869360 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5869438 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5869541 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5869646 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 123781 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5869745 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5869856 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5869924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 124363 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5869976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -5870006.500000 Penalty: 1069.028198
	Iteration 148Q: 3 clusters Score -5870006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 124627 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5870052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5870079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -5870116.000000 Penalty: 1069.028198
	Iteration 151Q: 3 clusters Score -5870116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -5870139.500000 Penalty: 1069.028198
	Iteration 152Q: 3 clusters Score -5870140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 124980 members 
Entering Unmasked Estep 
Score: -5870159.500000 Penalty: 1069.028198
	Iteration 153Q: 3 clusters Score -5870160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -5870177.000000 Penalty: 1069.028198
	Iteration 154Q: 3 clusters Score -5870177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -5870190.000000 Penalty: 1069.028198
	Iteration 155Q: 3 clusters Score -5870190 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 125144 members 
Entering Unmasked Estep 
Score: -5870207.500000 Penalty: 1069.028198
	Iteration 156Q: 3 clusters Score -5870208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -5870221.000000 Penalty: 1069.028198
	Iteration 157Q: 3 clusters Score -5870221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -5870234.000000 Penalty: 1069.028198
	Iteration 158Q: 3 clusters Score -5870234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -5870239.500000 Penalty: 1069.028198
	Iteration 159Q: 3 clusters Score -5870240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -5870237.500000 Penalty: 1069.028198
	Iteration 160F: 3 clusters Score -5870238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 125327 members 
Entering Unmasked Estep 
Score: -5870254.500000 Penalty: 1069.028198
	Iteration 161Q: 3 clusters Score -5870254 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -5870261.500000 Penalty: 1069.028198
	Iteration 162Q: 3 clusters Score -5870262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -5870273.500000 Penalty: 1069.028198
	Iteration 163Q: 3 clusters Score -5870274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -5870288.000000 Penalty: 1069.028198
	Iteration 164Q: 3 clusters Score -5870288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -5870301.500000 Penalty: 1069.028198
	Iteration 165Q: 3 clusters Score -5870302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -5870304.500000 Penalty: 1069.028198
	Iteration 166Q: 3 clusters Score -5870304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -5870311.000000 Penalty: 1069.028198
	Iteration 167Q: 3 clusters Score -5870311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -5870330.000000 Penalty: 1069.028198
	Iteration 168Q: 3 clusters Score -5870330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -5870332.500000 Penalty: 1069.028198
	Iteration 169Q: 3 clusters Score -5870332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -5870337.500000 Penalty: 1069.028198
	Iteration 170Q: 3 clusters Score -5870338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 125546 members 
Entering Unmasked Estep 
Score: -5870343.000000 Penalty: 1069.028198
	Iteration 171Q: 3 clusters Score -5870343 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -5870351.000000 Penalty: 1069.028198
	Iteration 172Q: 3 clusters Score -5870351 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5870352 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5870354 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -5870355.500000 Penalty: 1069.028198
	Iteration 175Q: 3 clusters Score -5870356 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5870360 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 125628 members 
Entering Unmasked Estep 
Score: -5870362.000000 Penalty: 1069.028198
	Iteration 177Q: 3 clusters Score -5870362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -5870371.000000 Penalty: 1069.028198
	Iteration 178Q: 3 clusters Score -5870371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -5870376.500000 Penalty: 1069.028198
	Iteration 179Q: 3 clusters Score -5870376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5870376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -5870382.000000 Penalty: 1069.028198
	Iteration 181Q: 3 clusters Score -5870382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -5870393.000000 Penalty: 1069.028198
	Iteration 182Q: 3 clusters Score -5870393 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -5870395.000000 Penalty: 1069.028198
	Iteration 183Q: 3 clusters Score -5870395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -5870404.500000 Penalty: 1069.028198
	Iteration 184Q: 3 clusters Score -5870404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -5870411.000000 Penalty: 1069.028198
	Iteration 185Q: 3 clusters Score -5870411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -5870427.000000 Penalty: 1069.028198
	Iteration 186Q: 3 clusters Score -5870427 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -5870435.500000 Penalty: 1069.028198
	Iteration 187Q: 3 clusters Score -5870436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -5870441.500000 Penalty: 1069.028198
	Iteration 188Q: 3 clusters Score -5870442 nChanged 27
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Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 125804 members 
Entering Unmasked Estep 
Score: -5870448.000000 Penalty: 1069.028198
	Iteration 189Q: 3 clusters Score -5870448 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -5870471.500000 Penalty: 1069.028198
	Iteration 190Q: 3 clusters Score -5870472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 125828 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5870500 nChanged 54
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Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5870540 nChanged 63
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Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -5870581.500000 Penalty: 1069.028198
	Iteration 193Q: 3 clusters Score -5870582 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 125824 members 
Entering Unmasked Estep 
Score: -5870603.000000 Penalty: 1069.028198
	Iteration 194Q: 3 clusters Score -5870603 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -5870618.000000 Penalty: 1069.028198
	Iteration 195Q: 3 clusters Score -5870618 nChanged 46
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Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 125803 members 
Entering Unmasked Estep 
Score: -5870633.000000 Penalty: 1069.028198
	Iteration 196Q: 3 clusters Score -5870633 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -5870636.500000 Penalty: 1069.028198
	Iteration 197Q: 3 clusters Score -5870636 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -5870644.000000 Penalty: 1069.028198
	Iteration 198Q: 3 clusters Score -5870644 nChanged 21
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Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5870636 nChanged 18
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Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -5870647.500000 Penalty: 1069.028198
	Iteration 200F: 3 clusters Score -5870648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 125739 members 
Entering Unmasked Estep 
Score: -5870642.500000 Penalty: 1069.028198
	Iteration 201Q: 3 clusters Score -5870642 nChanged 20
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Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -5870653.500000 Penalty: 1069.028198
	Iteration 202Q: 3 clusters Score -5870654 nChanged 19
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Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -5870653.500000 Penalty: 1069.028198
	Iteration 203Q: 3 clusters Score -5870654 nChanged 19
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Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 125715 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5870658 nChanged 18
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Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -5870663.000000 Penalty: 1069.028198
	Iteration 205Q: 3 clusters Score -5870663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 125697 members 
Entering Unmasked Estep 
Score: -5870663.000000 Penalty: 1069.028198
	Iteration 206Q: 3 clusters Score -5870663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 125691 members 
Entering Unmasked Estep 
Score: -5870664.500000 Penalty: 1069.028198
	Iteration 207Q: 3 clusters Score -5870664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -5870671.000000 Penalty: 1069.028198
	Iteration 208Q: 3 clusters Score -5870671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 125667 members 
Entering Unmasked Estep 
Score: -5870674.500000 Penalty: 1069.028198
	Iteration 209Q: 3 clusters Score -5870674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 125649 members 
Entering Unmasked Estep 
Score: -5870670.000000 Penalty: 1069.028198
	Iteration 210Q: 3 clusters Score -5870670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -5870665.000000 Penalty: 1069.028198
	Iteration 211Q: 3 clusters Score -5870665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 125603 members 
Entering Unmasked Estep 
Score: -5870671.500000 Penalty: 1069.028198
	Iteration 212Q: 3 clusters Score -5870672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -5870662.000000 Penalty: 1069.028198
	Iteration 213Q: 3 clusters Score -5870662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 125551 members 
Entering Unmasked Estep 
Score: -5870673.000000 Penalty: 1069.028198
	Iteration 214Q: 3 clusters Score -5870673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -5870683.000000 Penalty: 1069.028198
	Iteration 215Q: 3 clusters Score -5870683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -5870689.000000 Penalty: 1069.028198
	Iteration 216Q: 3 clusters Score -5870689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -5870673.500000 Penalty: 1069.028198
	Iteration 217Q: 3 clusters Score -5870674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -5870677.000000 Penalty: 1069.028198
	Iteration 218Q: 3 clusters Score -5870677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 125449 members 
Entering Unmasked Estep 
Score: -5870678.000000 Penalty: 1069.028198
	Iteration 219Q: 3 clusters Score -5870678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -5870678.000000 Penalty: 1069.028198
	Iteration 220F: 3 clusters Score -5870678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -5870682.500000 Penalty: 1069.028198
	Iteration 221Q: 3 clusters Score -5870682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -5870687.000000 Penalty: 1069.028198
	Iteration 222Q: 3 clusters Score -5870687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 125397 members 
Entering Unmasked Estep 
Score: -5870692.000000 Penalty: 1069.028198
	Iteration 223Q: 3 clusters Score -5870692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -5870695.000000 Penalty: 1069.028198
	Iteration 224Q: 3 clusters Score -5870695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 125383 members 
Entering Unmasked Estep 
Score: -5870692.500000 Penalty: 1069.028198
	Iteration 225Q: 3 clusters Score -5870692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -5870690.000000 Penalty: 1069.028198
	Iteration 226Q: 3 clusters Score -5870690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 125372 members 
Entering Unmasked Estep 
Score: -5870692.500000 Penalty: 1069.028198
	Iteration 227Q: 3 clusters Score -5870692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -5870687.500000 Penalty: 1069.028198
	Iteration 228Q: 3 clusters Score -5870688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -5870687.000000 Penalty: 1069.028198
	Iteration 229Q: 3 clusters Score -5870687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -5870685.500000 Penalty: 1069.028198
	Iteration 230Q: 3 clusters Score -5870686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -5870691.500000 Penalty: 1069.028198
	Iteration 231Q: 3 clusters Score -5870692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -5870690.500000 Penalty: 1069.028198
	Iteration 232Q: 3 clusters Score -5870690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -5870687.500000 Penalty: 1069.028198
	Iteration 233Q: 3 clusters Score -5870688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 125316 members 
Entering Unmasked Estep 
Score: -5870685.500000 Penalty: 1069.028198
	Iteration 234Q: 3 clusters Score -5870686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -5870689.500000 Penalty: 1069.028198
	Iteration 235Q: 3 clusters Score -5870690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -5870694.500000 Penalty: 1069.028198
	Iteration 236Q: 3 clusters Score -5870694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -5870694.500000 Penalty: 1069.028198
	Iteration 237Q: 3 clusters Score -5870694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -5870690.000000 Penalty: 1069.028198
	Iteration 238Q: 3 clusters Score -5870690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 125264 members 
Entering Unmasked Estep 
Score: -5870689.500000 Penalty: 1069.028198
	Iteration 239Q: 3 clusters Score -5870690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 125249 members 
Entering Unmasked Estep 
Score: -5870691.000000 Penalty: 1069.028198
	Iteration 240F: 3 clusters Score -5870691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -5870692.000000 Penalty: 1069.028198
	Iteration 241Q: 3 clusters Score -5870692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 125233 members 
Entering Unmasked Estep 
Score: -5870697.000000 Penalty: 1069.028198
	Iteration 242Q: 3 clusters Score -5870697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 125228 members 
Entering Unmasked Estep 
Score: -5870696.500000 Penalty: 1069.028198
	Iteration 243Q: 3 clusters Score -5870696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 125224 members 
Entering Unmasked Estep 
Score: -5870697.000000 Penalty: 1069.028198
	Iteration 244Q: 3 clusters Score -5870697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -5870693.000000 Penalty: 1069.028198
	Iteration 245Q: 3 clusters Score -5870693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -5870692.000000 Penalty: 1069.028198
	Iteration 246Q: 3 clusters Score -5870692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 125200 members 
Entering Unmasked Estep 
Score: -5870689.000000 Penalty: 1069.028198
	Iteration 247Q: 3 clusters Score -5870689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -5870688.500000 Penalty: 1069.028198
	Iteration 248Q: 3 clusters Score -5870688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -5870693.000000 Penalty: 1069.028198
	Iteration 249Q: 3 clusters Score -5870693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -5870694.500000 Penalty: 1069.028198
	Iteration 250Q: 3 clusters Score -5870694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -5870686.500000 Penalty: 1069.028198
	Iteration 251Q: 3 clusters Score -5870686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -5870696.000000 Penalty: 1069.028198
	Iteration 252Q: 3 clusters Score -5870696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -5870703.500000 Penalty: 1069.028198
	Iteration 253Q: 3 clusters Score -5870704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -5870703.500000 Penalty: 1069.028198
	Iteration 254Q: 3 clusters Score -5870704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -5870703.500000 Penalty: 1069.028198
	Iteration 255Q: 3 clusters Score -5870704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -5870704.000000 Penalty: 1069.028198
	Iteration 256Q: 3 clusters Score -5870704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -5870704.000000 Penalty: 1069.028198
	Iteration 257Q: 3 clusters Score -5870704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -5870702.500000 Penalty: 1069.028198
	Iteration 258Q: 3 clusters Score -5870702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -5870697.000000 Penalty: 1069.028198
	Iteration 259Q: 3 clusters Score -5870697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -5870701.500000 Penalty: 1069.028198
	Iteration 260F: 3 clusters Score -5870702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 125105 members 
Entering Unmasked Estep 
Score: -5870700.500000 Penalty: 1069.028198
	Iteration 261Q: 3 clusters Score -5870700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -5870702.000000 Penalty: 1069.028198
	Iteration 262Q: 3 clusters Score -5870702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -5870703.000000 Penalty: 1069.028198
	Iteration 263Q: 3 clusters Score -5870703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -5870703.000000 Penalty: 1069.028198
	Iteration 264F: 3 clusters Score -5870703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -174373.375000 Penalty: 371.575745
	Iteration 0F: 2 clusters Score -174373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -171957.250000 Penalty: 743.151489
	Iteration 0F: 3 clusters Score -171957.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -172950.140625 Penalty: 743.151489
	Iteration 1F: 3 clusters Score -172950.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -173174.484375 Penalty: 743.151489
	Iteration 2F: 3 clusters Score -173174.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -173417.000000 Penalty: 743.151489
	Iteration 3F: 3 clusters Score -173417 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -173649.781250 Penalty: 743.151489
	Iteration 4F: 3 clusters Score -173649.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173780.437500 Penalty: 743.151489
	Iteration 5Q: 3 clusters Score -173780.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173845.531250 Penalty: 743.151489
	Iteration 6Q: 3 clusters Score -173845.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -173878.890625 Penalty: 743.151489
	Iteration 7Q: 3 clusters Score -173878.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173898.015625 Penalty: 743.151489
	Iteration 8Q: 3 clusters Score -173898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173909.500000 Penalty: 743.151489
	Iteration 9Q: 3 clusters Score -173909.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -173915.375000 Penalty: 743.151489
	Iteration 10Q: 3 clusters Score -173915.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -173918.000000 Penalty: 743.151489
	Iteration 11Q: 3 clusters Score -173918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -173919.187500 Penalty: 743.151489
	Iteration 12Q: 3 clusters Score -173919.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -173921.843750 Penalty: 743.151489
	Iteration 13Q: 3 clusters Score -173921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -173924.703125 Penalty: 743.151489
	Iteration 14Q: 3 clusters Score -173924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -173926.031250 Penalty: 743.151489
	Iteration 15Q: 3 clusters Score -173926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -173927.968750 Penalty: 743.151489
	Iteration 16Q: 3 clusters Score -173928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -173929.718750 Penalty: 743.151489
	Iteration 17Q: 3 clusters Score -173929.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173931.328125 Penalty: 743.151489
	Iteration 18Q: 3 clusters Score -173931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -173933.250000 Penalty: 743.151489
	Iteration 19Q: 3 clusters Score -173933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173933.687500 Penalty: 743.151489
	Iteration 20F: 3 clusters Score -173933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173936.046875 Penalty: 743.151489
	Iteration 21Q: 3 clusters Score -173936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173937.125000 Penalty: 743.151489
	Iteration 22Q: 3 clusters Score -173937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173937.343750 Penalty: 743.151489
	Iteration 23Q: 3 clusters Score -173937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -173938.984375 Penalty: 743.151489
	Iteration 24Q: 3 clusters Score -173939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173940.703125 Penalty: 743.151489
	Iteration 25Q: 3 clusters Score -173940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173942.015625 Penalty: 743.151489
	Iteration 26Q: 3 clusters Score -173942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -173942.875000 Penalty: 743.151489
	Iteration 27Q: 3 clusters Score -173942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173945.140625 Penalty: 743.151489
	Iteration 28Q: 3 clusters Score -173945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -173945.406250 Penalty: 743.151489
	Iteration 29Q: 3 clusters Score -173945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173946.078125 Penalty: 743.151489
	Iteration 30Q: 3 clusters Score -173946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173946.718750 Penalty: 743.151489
	Iteration 31Q: 3 clusters Score -173946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173947.781250 Penalty: 743.151489
	Iteration 32Q: 3 clusters Score -173947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173948.875000 Penalty: 743.151489
	Iteration 33Q: 3 clusters Score -173948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173949.859375 Penalty: 743.151489
	Iteration 34Q: 3 clusters Score -173949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -173950.406250 Penalty: 743.151489
	Iteration 35Q: 3 clusters Score -173950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173950.812500 Penalty: 743.151489
	Iteration 36Q: 3 clusters Score -173950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173951.000000 Penalty: 743.151489
	Iteration 37Q: 3 clusters Score -173951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -173951.687500 Penalty: 743.151489
	Iteration 38Q: 3 clusters Score -173951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173952.859375 Penalty: 743.151489
	Iteration 39Q: 3 clusters Score -173952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173953.281250 Penalty: 743.151489
	Iteration 40F: 3 clusters Score -173953.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173953.828125 Penalty: 743.151489
	Iteration 41Q: 3 clusters Score -173953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -173954.828125 Penalty: 743.151489
	Iteration 42Q: 3 clusters Score -173954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173956.078125 Penalty: 743.151489
	Iteration 43Q: 3 clusters Score -173956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -173958.078125 Penalty: 743.151489
	Iteration 44Q: 3 clusters Score -173958.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173962.234375 Penalty: 743.151489
	Iteration 45Q: 3 clusters Score -173962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173964.515625 Penalty: 743.151489
	Iteration 46Q: 3 clusters Score -173964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -173966.203125 Penalty: 743.151489
	Iteration 47Q: 3 clusters Score -173966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -173968.109375 Penalty: 743.151489
	Iteration 48Q: 3 clusters Score -173968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173968.500000 Penalty: 743.151489
	Iteration 49Q: 3 clusters Score -173968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -173969.609375 Penalty: 743.151489
	Iteration 50Q: 3 clusters Score -173969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -173971.062500 Penalty: 743.151489
	Iteration 51Q: 3 clusters Score -173971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -173972.843750 Penalty: 743.151489
	Iteration 52Q: 3 clusters Score -173972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -173973.781250 Penalty: 743.151489
	Iteration 53Q: 3 clusters Score -173973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173975.390625 Penalty: 743.151489
	Iteration 54Q: 3 clusters Score -173975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -173978.406250 Penalty: 743.151489
	Iteration 55Q: 3 clusters Score -173978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -173981.296875 Penalty: 743.151489
	Iteration 56Q: 3 clusters Score -173981.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -173986.640625 Penalty: 743.151489
	Iteration 57Q: 3 clusters Score -173986.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173990.281250 Penalty: 743.151489
	Iteration 58Q: 3 clusters Score -173990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -173993.234375 Penalty: 743.151489
	Iteration 59Q: 3 clusters Score -173993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -173995.562500 Penalty: 743.151489
	Iteration 60F: 3 clusters Score -173995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -173997.000000 Penalty: 743.151489
	Iteration 61Q: 3 clusters Score -173997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -173997.687500 Penalty: 743.151489
	Iteration 62Q: 3 clusters Score -173997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -173997.671875 Penalty: 743.151489
	Iteration 63Q: 3 clusters Score -173997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -173998.109375 Penalty: 743.151489
	Iteration 64Q: 3 clusters Score -173998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -173998.578125 Penalty: 743.151489
	Iteration 65Q: 3 clusters Score -173998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -173998.656250 Penalty: 743.151489
	Iteration 66Q: 3 clusters Score -173998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -173998.906250 Penalty: 743.151489
	Iteration 67Q: 3 clusters Score -173998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -173999.343750 Penalty: 743.151489
	Iteration 68Q: 3 clusters Score -173999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -173999.343750 Penalty: 743.151489
	Iteration 69Q: 3 clusters Score -173999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -174000.406250 Penalty: 743.151489
	Iteration 70Q: 3 clusters Score -174000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -174000.968750 Penalty: 743.151489
	Iteration 71Q: 3 clusters Score -174001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -174002.031250 Penalty: 743.151489
	Iteration 72Q: 3 clusters Score -174002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174002.359375 Penalty: 743.151489
	Iteration 73Q: 3 clusters Score -174002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174003.921875 Penalty: 743.151489
	Iteration 74Q: 3 clusters Score -174003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -174004.656250 Penalty: 743.151489
	Iteration 75Q: 3 clusters Score -174004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -174006.390625 Penalty: 743.151489
	Iteration 76Q: 3 clusters Score -174006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -174007.375000 Penalty: 743.151489
	Iteration 77Q: 3 clusters Score -174007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -174008.265625 Penalty: 743.151489
	Iteration 78Q: 3 clusters Score -174008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174008.812500 Penalty: 743.151489
	Iteration 79Q: 3 clusters Score -174008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174008.921875 Penalty: 743.151489
	Iteration 80F: 3 clusters Score -174008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -174009.406250 Penalty: 743.151489
	Iteration 81Q: 3 clusters Score -174009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -174010.734375 Penalty: 743.151489
	Iteration 82Q: 3 clusters Score -174010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -174011.062500 Penalty: 743.151489
	Iteration 83Q: 3 clusters Score -174011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -174011.125000 Penalty: 743.151489
	Iteration 84Q: 3 clusters Score -174011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -174011.203125 Penalty: 743.151489
	Iteration 85Q: 3 clusters Score -174011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -174011.203125 Penalty: 743.151489
	Iteration 86F: 3 clusters Score -174011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -176253.265625 Penalty: 373.954803
	Iteration 0F: 2 clusters Score -176253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -173696.203125 Penalty: 747.909607
	Iteration 0F: 3 clusters Score -173696.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -174641.203125 Penalty: 747.909607
	Iteration 1F: 3 clusters Score -174641.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -174831.421875 Penalty: 747.909607
	Iteration 2F: 3 clusters Score -174831.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -175102.968750 Penalty: 747.909607
	Iteration 3F: 3 clusters Score -175103 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -175420.703125 Penalty: 747.909607
	Iteration 4F: 3 clusters Score -175420.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -175739.156250 Penalty: 747.909607
	Iteration 5F: 3 clusters Score -175739.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -175941.234375 Penalty: 747.909607
	Iteration 6F: 3 clusters Score -175941.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -176040.484375 Penalty: 747.909607
	Iteration 7Q: 3 clusters Score -176040.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -176086.765625 Penalty: 747.909607
	Iteration 8Q: 3 clusters Score -176086.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -176108.968750 Penalty: 747.909607
	Iteration 9Q: 3 clusters Score -176109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -176128.625000 Penalty: 747.909607
	Iteration 10Q: 3 clusters Score -176128.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -176145.484375 Penalty: 747.909607
	Iteration 11Q: 3 clusters Score -176145.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -176167.812500 Penalty: 747.909607
	Iteration 12Q: 3 clusters Score -176167.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -176190.781250 Penalty: 747.909607
	Iteration 13Q: 3 clusters Score -176190.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -176200.140625 Penalty: 747.909607
	Iteration 14Q: 3 clusters Score -176200.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -176206.984375 Penalty: 747.909607
	Iteration 15Q: 3 clusters Score -176207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -176212.828125 Penalty: 747.909607
	Iteration 16Q: 3 clusters Score -176212.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -176216.203125 Penalty: 747.909607
	Iteration 17Q: 3 clusters Score -176216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -176218.484375 Penalty: 747.909607
	Iteration 18Q: 3 clusters Score -176218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -176219.187500 Penalty: 747.909607
	Iteration 19Q: 3 clusters Score -176219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -176219.593750 Penalty: 747.909607
	Iteration 20F: 3 clusters Score -176219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -176220.000000 Penalty: 747.909607
	Iteration 21Q: 3 clusters Score -176220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -176219.968750 Penalty: 747.909607
	Iteration 22Q: 3 clusters Score -176220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -176219.968750 Penalty: 747.909607
	Iteration 23F: 3 clusters Score -176220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -74029.765625 Penalty: 333.414032
	Iteration 0F: 2 clusters Score -74029.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72911.804688 Penalty: 666.828064
	Iteration 0F: 3 clusters Score -72911.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -73282.078125 Penalty: 666.828064
	Iteration 1F: 3 clusters Score -73282.08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -73328.867188 Penalty: 666.828064
	Iteration 2F: 3 clusters Score -73328.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -73355.406250 Penalty: 666.828064
	Iteration 3Q: 3 clusters Score -73355.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73374.875000 Penalty: 666.828064
	Iteration 4Q: 3 clusters Score -73374.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73387.250000 Penalty: 666.828064
	Iteration 5Q: 3 clusters Score -73387.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -73397.796875 Penalty: 666.828064
	Iteration 6Q: 3 clusters Score -73397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -73406.507812 Penalty: 666.828064
	Iteration 7Q: 3 clusters Score -73406.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -73417.328125 Penalty: 666.828064
	Iteration 8Q: 3 clusters Score -73417.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -73438.296875 Penalty: 666.828064
	Iteration 9Q: 3 clusters Score -73438.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -73475.773438 Penalty: 666.828064
	Iteration 10Q: 3 clusters Score -73475.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -73521.843750 Penalty: 666.828064
	Iteration 11Q: 3 clusters Score -73521.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -73568.187500 Penalty: 666.828064
	Iteration 12Q: 3 clusters Score -73568.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -73603.218750 Penalty: 666.828064
	Iteration 13Q: 3 clusters Score -73603.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -73640.671875 Penalty: 666.828064
	Iteration 14Q: 3 clusters Score -73640.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -73667.093750 Penalty: 666.828064
	Iteration 15Q: 3 clusters Score -73667.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -73695.984375 Penalty: 666.828064
	Iteration 16Q: 3 clusters Score -73695.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -73715.171875 Penalty: 666.828064
	Iteration 17Q: 3 clusters Score -73715.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -73732.632812 Penalty: 666.828064
	Iteration 18Q: 3 clusters Score -73732.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -73738.804688 Penalty: 666.828064
	Iteration 19Q: 3 clusters Score -73738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -73746.687500 Penalty: 666.828064
	Iteration 20F: 3 clusters Score -73746.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -73748.367188 Penalty: 666.828064
	Iteration 21Q: 3 clusters Score -73748.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -73749.976562 Penalty: 666.828064
	Iteration 22Q: 3 clusters Score -73749.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -73749.976562 Penalty: 666.828064
	Iteration 23F: 3 clusters Score -73749.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -132070.906250 Penalty: 361.134308
	Iteration 0F: 2 clusters Score -132070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -130093.359375 Penalty: 722.268616
	Iteration 0F: 3 clusters Score -130093.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -130804.742188 Penalty: 722.268616
	Iteration 1F: 3 clusters Score -130804.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -130905.726562 Penalty: 722.268616
	Iteration 2F: 3 clusters Score -130905.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130993.226562 Penalty: 722.268616
	Iteration 3F: 3 clusters Score -130993.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -131109.531250 Penalty: 722.268616
	Iteration 4F: 3 clusters Score -131109.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -131228.265625 Penalty: 722.268616
	Iteration 5F: 3 clusters Score -131228.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131335.171875 Penalty: 722.268616
	Iteration 6F: 3 clusters Score -131335.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131439.718750 Penalty: 722.268616
	Iteration 7Q: 3 clusters Score -131439.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -131523.218750 Penalty: 722.268616
	Iteration 8Q: 3 clusters Score -131523.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -131600.000000 Penalty: 722.268616
	Iteration 9Q: 3 clusters Score -131600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -131648.296875 Penalty: 722.268616
	Iteration 10Q: 3 clusters Score -131648.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -131675.937500 Penalty: 722.268616
	Iteration 11Q: 3 clusters Score -131675.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -131697.968750 Penalty: 722.268616
	Iteration 12Q: 3 clusters Score -131698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -131713.609375 Penalty: 722.268616
	Iteration 13Q: 3 clusters Score -131713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -131723.765625 Penalty: 722.268616
	Iteration 14Q: 3 clusters Score -131723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -131726.562500 Penalty: 722.268616
	Iteration 15Q: 3 clusters Score -131726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -131728.625000 Penalty: 722.268616
	Iteration 16Q: 3 clusters Score -131728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -131729.203125 Penalty: 722.268616
	Iteration 17Q: 3 clusters Score -131729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -131731.156250 Penalty: 722.268616
	Iteration 18Q: 3 clusters Score -131731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -131736.187500 Penalty: 722.268616
	Iteration 19Q: 3 clusters Score -131736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -131739.625000 Penalty: 722.268616
	Iteration 20F: 3 clusters Score -131739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -131744.812500 Penalty: 722.268616
	Iteration 21Q: 3 clusters Score -131744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -131747.359375 Penalty: 722.268616
	Iteration 22Q: 3 clusters Score -131747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -131749.562500 Penalty: 722.268616
	Iteration 23Q: 3 clusters Score -131749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -131750.968750 Penalty: 722.268616
	Iteration 24Q: 3 clusters Score -131751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -131751.171875 Penalty: 722.268616
	Iteration 25Q: 3 clusters Score -131751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -131751.171875 Penalty: 722.268616
	Iteration 26F: 3 clusters Score -131751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -134583.390625 Penalty: 362.511261
	Iteration 0F: 2 clusters Score -134583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -132571.328125 Penalty: 725.022522
	Iteration 0F: 3 clusters Score -132571.3 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -133256.906250 Penalty: 725.022522
	Iteration 1F: 3 clusters Score -133256.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -133331.390625 Penalty: 725.022522
	Iteration 2F: 3 clusters Score -133331.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -133379.875000 Penalty: 725.022522
	Iteration 3Q: 3 clusters Score -133379.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -133430.328125 Penalty: 725.022522
	Iteration 4Q: 3 clusters Score -133430.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -133466.515625 Penalty: 725.022522
	Iteration 5Q: 3 clusters Score -133466.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -133500.656250 Penalty: 725.022522
	Iteration 6Q: 3 clusters Score -133500.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -133536.500000 Penalty: 725.022522
	Iteration 7Q: 3 clusters Score -133536.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -133575.421875 Penalty: 725.022522
	Iteration 8Q: 3 clusters Score -133575.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -133640.468750 Penalty: 725.022522
	Iteration 9Q: 3 clusters Score -133640.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -133739.890625 Penalty: 725.022522
	Iteration 10Q: 3 clusters Score -133739.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -133827.453125 Penalty: 725.022522
	Iteration 11Q: 3 clusters Score -133827.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -133908.453125 Penalty: 725.022522
	Iteration 12Q: 3 clusters Score -133908.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -133969.000000 Penalty: 725.022522
	Iteration 13Q: 3 clusters Score -133969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -133996.046875 Penalty: 725.022522
	Iteration 14Q: 3 clusters Score -133996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -134010.859375 Penalty: 725.022522
	Iteration 15Q: 3 clusters Score -134010.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134025.218750 Penalty: 725.022522
	Iteration 16Q: 3 clusters Score -134025.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134043.187500 Penalty: 725.022522
	Iteration 17Q: 3 clusters Score -134043.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134060.796875 Penalty: 725.022522
	Iteration 18Q: 3 clusters Score -134060.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134075.578125 Penalty: 725.022522
	Iteration 19Q: 3 clusters Score -134075.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -134091.000000 Penalty: 725.022522
	Iteration 20F: 3 clusters Score -134091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -134104.984375 Penalty: 725.022522
	Iteration 21Q: 3 clusters Score -134105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134118.765625 Penalty: 725.022522
	Iteration 22Q: 3 clusters Score -134118.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134131.062500 Penalty: 725.022522
	Iteration 23Q: 3 clusters Score -134131.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134144.734375 Penalty: 725.022522
	Iteration 24Q: 3 clusters Score -134144.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134153.750000 Penalty: 725.022522
	Iteration 25Q: 3 clusters Score -134153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134160.296875 Penalty: 725.022522
	Iteration 26Q: 3 clusters Score -134160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134167.421875 Penalty: 725.022522
	Iteration 27Q: 3 clusters Score -134167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -134172.125000 Penalty: 725.022522
	Iteration 28Q: 3 clusters Score -134172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134176.468750 Penalty: 725.022522
	Iteration 29Q: 3 clusters Score -134176.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134180.750000 Penalty: 725.022522
	Iteration 30Q: 3 clusters Score -134180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134184.406250 Penalty: 725.022522
	Iteration 31Q: 3 clusters Score -134184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134186.703125 Penalty: 725.022522
	Iteration 32Q: 3 clusters Score -134186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134187.796875 Penalty: 725.022522
	Iteration 33Q: 3 clusters Score -134187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134191.375000 Penalty: 725.022522
	Iteration 34Q: 3 clusters Score -134191.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134195.125000 Penalty: 725.022522
	Iteration 35Q: 3 clusters Score -134195.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134199.437500 Penalty: 725.022522
	Iteration 36Q: 3 clusters Score -134199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134206.671875 Penalty: 725.022522
	Iteration 37Q: 3 clusters Score -134206.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134212.000000 Penalty: 725.022522
	Iteration 38Q: 3 clusters Score -134212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -134216.593750 Penalty: 725.022522
	Iteration 39Q: 3 clusters Score -134216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134222.156250 Penalty: 725.022522
	Iteration 40F: 3 clusters Score -134222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -134228.437500 Penalty: 725.022522
	Iteration 41Q: 3 clusters Score -134228.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134237.343750 Penalty: 725.022522
	Iteration 42Q: 3 clusters Score -134237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -134241.671875 Penalty: 725.022522
	Iteration 43Q: 3 clusters Score -134241.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134247.015625 Penalty: 725.022522
	Iteration 44Q: 3 clusters Score -134247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -134253.953125 Penalty: 725.022522
	Iteration 45Q: 3 clusters Score -134254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -134260.687500 Penalty: 725.022522
	Iteration 46Q: 3 clusters Score -134260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134265.578125 Penalty: 725.022522
	Iteration 47Q: 3 clusters Score -134265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -134267.109375 Penalty: 725.022522
	Iteration 48Q: 3 clusters Score -134267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134267.609375 Penalty: 725.022522
	Iteration 49Q: 3 clusters Score -134267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -134267.890625 Penalty: 725.022522
	Iteration 50Q: 3 clusters Score -134267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -134268.062500 Penalty: 725.022522
	Iteration 51Q: 3 clusters Score -134268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -134268.062500 Penalty: 725.022522
	Iteration 52F: 3 clusters Score -134268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -90344.539062 Penalty: 348.039337
	Iteration 0F: 2 clusters Score -90344.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -88849.195312 Penalty: 696.078674
	Iteration 0F: 3 clusters Score -88849.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -89331.750000 Penalty: 696.078674
	Iteration 1F: 3 clusters Score -89331.75 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -89429.703125 Penalty: 696.078674
	Iteration 2F: 3 clusters Score -89429.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -89524.195312 Penalty: 696.078674
	Iteration 3F: 3 clusters Score -89524.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -89602.179688 Penalty: 696.078674
	Iteration 4F: 3 clusters Score -89602.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -89664.289062 Penalty: 696.078674
	Iteration 5Q: 3 clusters Score -89664.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -89709.695312 Penalty: 696.078674
	Iteration 6Q: 3 clusters Score -89709.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -89755.937500 Penalty: 696.078674
	Iteration 7Q: 3 clusters Score -89755.94 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -89806.320312 Penalty: 696.078674
	Iteration 8Q: 3 clusters Score -89806.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -89858.226562 Penalty: 696.078674
	Iteration 9Q: 3 clusters Score -89858.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -89897.375000 Penalty: 696.078674
	Iteration 10Q: 3 clusters Score -89897.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -89937.585938 Penalty: 696.078674
	Iteration 11Q: 3 clusters Score -89937.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -89974.179688 Penalty: 696.078674
	Iteration 12Q: 3 clusters Score -89974.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -90004.750000 Penalty: 696.078674
	Iteration 13Q: 3 clusters Score -90004.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90023.710938 Penalty: 696.078674
	Iteration 14Q: 3 clusters Score -90023.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90043.804688 Penalty: 696.078674
	Iteration 15Q: 3 clusters Score -90043.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -90055.953125 Penalty: 696.078674
	Iteration 16Q: 3 clusters Score -90055.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90063.640625 Penalty: 696.078674
	Iteration 17Q: 3 clusters Score -90063.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -90067.171875 Penalty: 696.078674
	Iteration 18Q: 3 clusters Score -90067.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90070.046875 Penalty: 696.078674
	Iteration 19Q: 3 clusters Score -90070.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90071.828125 Penalty: 696.078674
	Iteration 20F: 3 clusters Score -90071.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -90074.187500 Penalty: 696.078674
	Iteration 21Q: 3 clusters Score -90074.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -90075.140625 Penalty: 696.078674
	Iteration 22Q: 3 clusters Score -90075.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90075.882812 Penalty: 696.078674
	Iteration 23Q: 3 clusters Score -90075.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90076.109375 Penalty: 696.078674
	Iteration 24Q: 3 clusters Score -90076.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -90076.460938 Penalty: 696.078674
	Iteration 25Q: 3 clusters Score -90076.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -90076.460938 Penalty: 696.078674
	Iteration 26F: 3 clusters Score -90076.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -16561.861328 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -16561.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16162.183594 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -16162.18 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16256.517578 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -16256.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16295.142578 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -16295.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16313.031250 Penalty: 539.592651
	Iteration 3F: 3 clusters Score -16313.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16318.443359 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -16318.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16326.151367 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -16326.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16330.330078 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -16330.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16338.545898 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -16338.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16348.932617 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -16348.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16355.100586 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -16355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16356.377930 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -16356.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16356.377930 Penalty: 539.592651
	Iteration 11F: 3 clusters Score -16356.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -14440.032227 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -14440.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14047.516602 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -14047.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14139.859375 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -14139.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14165.092773 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -14165.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14181.796875 Penalty: 532.025940
	Iteration 3F: 3 clusters Score -14181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14193.610352 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -14193.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14208.525391 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -14208.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14217.501953 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -14217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14228.975586 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -14228.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14243.640625 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -14243.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14251.987305 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -14251.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14261.932617 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -14261.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14272.227539 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -14272.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14276.757812 Penalty: 532.025940
	Iteration 12Q: 3 clusters Score -14276.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14280.583008 Penalty: 532.025940
	Iteration 13Q: 3 clusters Score -14280.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14282.463867 Penalty: 532.025940
	Iteration 14Q: 3 clusters Score -14282.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14286.427734 Penalty: 532.025940
	Iteration 15Q: 3 clusters Score -14286.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14290.003906 Penalty: 532.025940
	Iteration 16Q: 3 clusters Score -14290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14307.568359 Penalty: 532.025940
	Iteration 17Q: 3 clusters Score -14307.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14355.476562 Penalty: 532.025940
	Iteration 18Q: 3 clusters Score -14355.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14405.021484 Penalty: 532.025940
	Iteration 19Q: 3 clusters Score -14405.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14460.733398 Penalty: 532.025940
	Iteration 20F: 3 clusters Score -14460.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14525.311523 Penalty: 532.025940
	Iteration 21Q: 3 clusters Score -14525.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14633.596680 Penalty: 532.025940
	Iteration 22Q: 3 clusters Score -14633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14680.711914 Penalty: 532.025940
	Iteration 23Q: 3 clusters Score -14680.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14680.711914 Penalty: 532.025940
	Iteration 24F: 3 clusters Score -14680.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 152 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Entering Unmasked Estep 
Score: -23241550.000000 Penalty: 15571.006836
Splitting cluster 18 changes total score from -23241276.000000 to -23241550.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -274083.031250 Penalty: 398.091187
	Iteration 0F: 2 clusters Score -274083 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 3232 members 
Entering Unmasked Estep 
Score: -269841.781250 Penalty: 796.182373
	Iteration 0F: 3 clusters Score -269841.8 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -271509.875000 Penalty: 796.182373
	Iteration 1F: 3 clusters Score -271509.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -271740.562500 Penalty: 796.182373
	Iteration 2F: 3 clusters Score -271740.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -272026.250000 Penalty: 796.182373
	Iteration 3F: 3 clusters Score -272026.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -272432.343750 Penalty: 796.182373
	Iteration 4F: 3 clusters Score -272432.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -272905.718750 Penalty: 796.182373
	Iteration 5F: 3 clusters Score -272905.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -273328.937500 Penalty: 796.182373
	Iteration 6F: 3 clusters Score -273328.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -273532.093750 Penalty: 796.182373
	Iteration 7Q: 3 clusters Score -273532.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -273639.718750 Penalty: 796.182373
	Iteration 8Q: 3 clusters Score -273639.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -273689.125000 Penalty: 796.182373
	Iteration 9Q: 3 clusters Score -273689.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -273708.625000 Penalty: 796.182373
	Iteration 10Q: 3 clusters Score -273708.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -273724.812500 Penalty: 796.182373
	Iteration 11Q: 3 clusters Score -273724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -273730.000000 Penalty: 796.182373
	Iteration 12Q: 3 clusters Score -273730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -273733.875000 Penalty: 796.182373
	Iteration 13Q: 3 clusters Score -273733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -273735.843750 Penalty: 796.182373
	Iteration 14Q: 3 clusters Score -273735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -273736.125000 Penalty: 796.182373
	Iteration 15Q: 3 clusters Score -273736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -273736.125000 Penalty: 796.182373
	Iteration 16F: 3 clusters Score -273736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -109214.234375 Penalty: 352.200226
	Iteration 0F: 2 clusters Score -109214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -107588.804688 Penalty: 704.400452
	Iteration 0F: 3 clusters Score -107588.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -108138.359375 Penalty: 704.400452
	Iteration 1F: 3 clusters Score -108138.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -108201.781250 Penalty: 704.400452
	Iteration 2F: 3 clusters Score -108201.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -108241.226562 Penalty: 704.400452
	Iteration 3Q: 3 clusters Score -108241.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -108271.851562 Penalty: 704.400452
	Iteration 4Q: 3 clusters Score -108271.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -108305.328125 Penalty: 704.400452
	Iteration 5Q: 3 clusters Score -108305.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -108348.476562 Penalty: 704.400452
	Iteration 6Q: 3 clusters Score -108348.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108397.226562 Penalty: 704.400452
	Iteration 7Q: 3 clusters Score -108397.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108446.398438 Penalty: 704.400452
	Iteration 8Q: 3 clusters Score -108446.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -108501.453125 Penalty: 704.400452
	Iteration 9Q: 3 clusters Score -108501.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108551.640625 Penalty: 704.400452
	Iteration 10Q: 3 clusters Score -108551.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108596.632812 Penalty: 704.400452
	Iteration 11Q: 3 clusters Score -108596.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -108626.656250 Penalty: 704.400452
	Iteration 12Q: 3 clusters Score -108626.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108650.023438 Penalty: 704.400452
	Iteration 13Q: 3 clusters Score -108650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108681.195312 Penalty: 704.400452
	Iteration 14Q: 3 clusters Score -108681.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108716.476562 Penalty: 704.400452
	Iteration 15Q: 3 clusters Score -108716.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108745.156250 Penalty: 704.400452
	Iteration 16Q: 3 clusters Score -108745.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108766.882812 Penalty: 704.400452
	Iteration 17Q: 3 clusters Score -108766.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -108785.875000 Penalty: 704.400452
	Iteration 18Q: 3 clusters Score -108785.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -108802.601562 Penalty: 704.400452
	Iteration 19Q: 3 clusters Score -108802.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -108818.281250 Penalty: 704.400452
	Iteration 20F: 3 clusters Score -108818.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -108824.179688 Penalty: 704.400452
	Iteration 21Q: 3 clusters Score -108824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -108830.054688 Penalty: 704.400452
	Iteration 22Q: 3 clusters Score -108830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -108833.867188 Penalty: 704.400452
	Iteration 23Q: 3 clusters Score -108833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -108836.835938 Penalty: 704.400452
	Iteration 24Q: 3 clusters Score -108836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -108839.109375 Penalty: 704.400452
	Iteration 25Q: 3 clusters Score -108839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -108845.296875 Penalty: 704.400452
	Iteration 26Q: 3 clusters Score -108845.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108862.164062 Penalty: 704.400452
	Iteration 27Q: 3 clusters Score -108862.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -108870.140625 Penalty: 704.400452
	Iteration 28Q: 3 clusters Score -108870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -108872.929688 Penalty: 704.400452
	Iteration 29Q: 3 clusters Score -108872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -108873.234375 Penalty: 704.400452
	Iteration 30Q: 3 clusters Score -108873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -108874.031250 Penalty: 704.400452
	Iteration 31Q: 3 clusters Score -108874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -108875.679688 Penalty: 704.400452
	Iteration 32Q: 3 clusters Score -108875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -108876.851562 Penalty: 704.400452
	Iteration 33Q: 3 clusters Score -108876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -108878.187500 Penalty: 704.400452
	Iteration 34Q: 3 clusters Score -108878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108878.625000 Penalty: 704.400452
	Iteration 35Q: 3 clusters Score -108878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108878.625000 Penalty: 704.400452
	Iteration 36F: 3 clusters Score -108878.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -38877.664062 Penalty: 313.937408
	Iteration 0F: 2 clusters Score -38877.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38109.070312 Penalty: 627.874817
	Iteration 0F: 3 clusters Score -38109.07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38494.253906 Penalty: 627.874817
	Iteration 1F: 3 clusters Score -38494.25 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38784.265625 Penalty: 627.874817
	Iteration 2F: 3 clusters Score -38784.27 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39036.273438 Penalty: 627.874817
	Iteration 3F: 3 clusters Score -39036.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -39161.695312 Penalty: 627.874817
	Iteration 4F: 3 clusters Score -39161.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -39219.242188 Penalty: 627.874817
	Iteration 5Q: 3 clusters Score -39219.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -39249.414062 Penalty: 627.874817
	Iteration 6Q: 3 clusters Score -39249.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -39262.007812 Penalty: 627.874817
	Iteration 7Q: 3 clusters Score -39262.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -39268.800781 Penalty: 627.874817
	Iteration 8Q: 3 clusters Score -39268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -39279.253906 Penalty: 627.874817
	Iteration 9Q: 3 clusters Score -39279.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -39280.238281 Penalty: 627.874817
	Iteration 10Q: 3 clusters Score -39280.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -39280.238281 Penalty: 627.874817
	Iteration 11F: 3 clusters Score -39280.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 152 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1288 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
Score: -23241688.000000 Penalty: 16169.891602
Splitting cluster 21 changes total score from -23241276.000000 to -23241688.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -46844.054688 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -46844.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -45978.097656 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -45978.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -46353.558594 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -46353.56 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -46475.574219 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -46475.57 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -46555.203125 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -46555.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -46616.554688 Penalty: 639.566345
	Iteration 4F: 3 clusters Score -46616.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -46649.746094 Penalty: 639.566345
	Iteration 5Q: 3 clusters Score -46649.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -46666.019531 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -46666.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -46684.023438 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -46684.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -46704.832031 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -46704.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -46717.140625 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -46717.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -46722.187500 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -46722.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -46725.488281 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -46725.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -46726.933594 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -46726.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -46727.730469 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -46727.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -46728.042969 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -46728.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -46728.042969 Penalty: 639.566345
	Iteration 15F: 3 clusters Score -46728.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 65308 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 102289 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 1522 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 152 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23241948.000000 Penalty: 16169.891602
Iteration 79Q: 28 clusters Score -2.324195e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 2711 members 
Mstep: Class 5 contains 65417 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 161399 members 
Mstep: Class 8 contains 102728 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 10 contains 126435 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 3721 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 151 members 
Mstep: Class 19 contains 6325 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 165 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1247 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23242488.000000 Penalty: 16169.891602
Iteration 80F: 28 clusters Score -2.324249e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 236 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 65449 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 161306 members 
Mstep: Class 8 contains 102987 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 10 contains 126320 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 1244 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 2950 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6346 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1492 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23242804.000000 Penalty: 16169.891602
Iteration 81Q: 28 clusters Score -2.32428e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 65532 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 161216 members 
Mstep: Class 8 contains 103197 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 126230 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 12 contains 3632 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 2593 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1610 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243162.000000 Penalty: 16169.891602
Iteration 82Q: 28 clusters Score -2.324316e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 65641 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 161164 members 
Mstep: Class 8 contains 103361 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 126113 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 3627 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6389 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1144 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1674 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243336.000000 Penalty: 16169.891602
Iteration 83Q: 28 clusters Score -2.324334e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 65759 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 161122 members 
Mstep: Class 8 contains 103504 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 126010 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 927 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6411 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1148 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243490.000000 Penalty: 16169.891602
Iteration 84Q: 28 clusters Score -2.324349e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 65891 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 161108 members 
Mstep: Class 8 contains 103603 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125892 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 851 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6435 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243588.000000 Penalty: 16169.891602
Iteration 85Q: 28 clusters Score -2.324359e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2406 members 
Mstep: Class 5 contains 66022 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 161073 members 
Mstep: Class 8 contains 103697 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125790 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6463 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243678.000000 Penalty: 16169.891602
Iteration 86Q: 28 clusters Score -2.324368e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 238 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 66140 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 161048 members 
Mstep: Class 8 contains 103771 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125700 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1162 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243794.000000 Penalty: 16169.891602
Iteration 87Q: 28 clusters Score -2.324379e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 66254 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 161040 members 
Mstep: Class 8 contains 103837 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125593 members 
Mstep: Class 11 contains 3514 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 694 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1166 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243832.000000 Penalty: 16169.891602
Iteration 88Q: 28 clusters Score -2.324383e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 239 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 66363 members 
Mstep: Class 6 contains 1987 members 
Mstep: Class 7 contains 161023 members 
Mstep: Class 8 contains 103897 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125492 members 
Mstep: Class 11 contains 3516 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6529 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243866.000000 Penalty: 16169.891602
Iteration 89Q: 28 clusters Score -2.324387e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 66446 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 161002 members 
Mstep: Class 8 contains 103954 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125409 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 3657 members 
Mstep: Class 13 contains 629 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6540 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1178 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243926.000000 Penalty: 16169.891602
Iteration 90Q: 28 clusters Score -2.324393e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 66525 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 160997 members 
Mstep: Class 8 contains 104011 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125328 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 2301 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243998.000000 Penalty: 16169.891602
Iteration 91Q: 28 clusters Score -2.3244e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 66597 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 161000 members 
Mstep: Class 8 contains 104053 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125262 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 3663 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1193 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244036.000000 Penalty: 16169.891602
Iteration 92Q: 28 clusters Score -2.324404e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2342 members 
Mstep: Class 5 contains 66663 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 160986 members 
Mstep: Class 8 contains 104108 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125202 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6561 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1194 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244034.000000 Penalty: 16169.891602
Iteration 93Q: 28 clusters Score -2.324403e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 66718 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 160983 members 
Mstep: Class 8 contains 104154 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125147 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 3659 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1196 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23243994.000000 Penalty: 16169.891602
Iteration 94Q: 28 clusters Score -2.324399e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 66776 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 160979 members 
Mstep: Class 8 contains 104191 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125092 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 3647 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244082.000000 Penalty: 16169.891602
Iteration 95Q: 28 clusters Score -2.324408e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 66836 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 160968 members 
Mstep: Class 8 contains 104225 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125053 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 2190 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1200 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244110.000000 Penalty: 16169.891602
Iteration 96Q: 28 clusters Score -2.324411e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 66892 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 160958 members 
Mstep: Class 8 contains 104255 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 125004 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 3026 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6570 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1203 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244150.000000 Penalty: 16169.891602
Iteration 97Q: 28 clusters Score -2.324415e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 66953 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 160955 members 
Mstep: Class 8 contains 104299 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124941 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 475 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 2096 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6578 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244104.000000 Penalty: 16169.891602
Iteration 98Q: 28 clusters Score -2.32441e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 241 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 67000 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 160944 members 
Mstep: Class 8 contains 104342 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124894 members 
Mstep: Class 11 contains 3520 members 
Mstep: Class 12 contains 3598 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 3031 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6580 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244118.000000 Penalty: 16169.891602
Iteration 99Q: 28 clusters Score -2.324412e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 67043 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 160960 members 
Mstep: Class 8 contains 104381 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124830 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 452 members 
Mstep: Class 14 contains 2119 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6583 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244138.000000 Penalty: 16169.891602
Iteration 100F: 28 clusters Score -2.324414e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 67089 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 160989 members 
Mstep: Class 8 contains 104408 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124760 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 453 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 16 contains 2092 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244174.000000 Penalty: 16169.891602
Iteration 101Q: 28 clusters Score -2.324417e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 67140 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 161005 members 
Mstep: Class 8 contains 104425 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124691 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244224.000000 Penalty: 16169.891602
Iteration 102Q: 28 clusters Score -2.324422e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 67182 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 161022 members 
Mstep: Class 8 contains 104427 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124630 members 
Mstep: Class 11 contains 3524 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 461 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 2094 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244246.000000 Penalty: 16169.891602
Iteration 103Q: 28 clusters Score -2.324425e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 67215 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 161055 members 
Mstep: Class 8 contains 104431 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124563 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1744 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244306.000000 Penalty: 16169.891602
Iteration 104Q: 28 clusters Score -2.324431e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 67242 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 161093 members 
Mstep: Class 8 contains 104445 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124497 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244322.000000 Penalty: 16169.891602
Iteration 105Q: 28 clusters Score -2.324432e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2296 members 
Mstep: Class 5 contains 67263 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 161134 members 
Mstep: Class 8 contains 104451 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124445 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6625 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1232 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244326.000000 Penalty: 16169.891602
Iteration 106Q: 28 clusters Score -2.324433e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 67289 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 161153 members 
Mstep: Class 8 contains 104460 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124408 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 436 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6632 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1233 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244326.000000 Penalty: 16169.891602
Iteration 107Q: 28 clusters Score -2.324433e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2291 members 
Mstep: Class 5 contains 67309 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 161163 members 
Mstep: Class 8 contains 104472 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124381 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 3548 members 
Mstep: Class 13 contains 432 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6636 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244316.000000 Penalty: 16169.891602
Iteration 108Q: 28 clusters Score -2.324432e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2289 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 161186 members 
Mstep: Class 8 contains 104485 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124333 members 
Mstep: Class 11 contains 3526 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 426 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6640 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244318.000000 Penalty: 16169.891602
Iteration 109Q: 28 clusters Score -2.324432e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 67358 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 161203 members 
Mstep: Class 8 contains 104508 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124281 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6646 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1760 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244326.000000 Penalty: 16169.891602
Iteration 110Q: 28 clusters Score -2.324433e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2285 members 
Mstep: Class 5 contains 67383 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 161233 members 
Mstep: Class 8 contains 104522 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124231 members 
Mstep: Class 11 contains 3529 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 428 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6657 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1239 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244366.000000 Penalty: 16169.891602
Iteration 111Q: 28 clusters Score -2.324437e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 67411 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 161264 members 
Mstep: Class 8 contains 104539 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124169 members 
Mstep: Class 11 contains 3534 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1239 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244386.000000 Penalty: 16169.891602
Iteration 112Q: 28 clusters Score -2.324439e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2276 members 
Mstep: Class 5 contains 67443 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 161292 members 
Mstep: Class 8 contains 104559 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124113 members 
Mstep: Class 11 contains 3535 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 2045 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244366.000000 Penalty: 16169.891602
Iteration 113Q: 28 clusters Score -2.324437e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 67472 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 161312 members 
Mstep: Class 8 contains 104584 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124052 members 
Mstep: Class 11 contains 3541 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1779 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244364.000000 Penalty: 16169.891602
Iteration 114Q: 28 clusters Score -2.324436e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2269 members 
Mstep: Class 5 contains 67493 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 161333 members 
Mstep: Class 8 contains 104616 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 124004 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 412 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244356.000000 Penalty: 16169.891602
Iteration 115Q: 28 clusters Score -2.324436e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 67518 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 161354 members 
Mstep: Class 8 contains 104644 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123956 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6663 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1783 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244350.000000 Penalty: 16169.891602
Iteration 116Q: 28 clusters Score -2.324435e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 67543 members 
Mstep: Class 6 contains 2073 members 
Mstep: Class 7 contains 161379 members 
Mstep: Class 8 contains 104669 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123892 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 410 members 
Mstep: Class 14 contains 2039 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6666 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1246 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244354.000000 Penalty: 16169.891602
Iteration 117Q: 28 clusters Score -2.324435e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 67574 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 161418 members 
Mstep: Class 8 contains 104691 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123820 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6672 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1247 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244350.000000 Penalty: 16169.891602
Iteration 118Q: 28 clusters Score -2.324435e+07 nChanged 159
Entering ConstructFrom: 
Score: -23244350.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (28677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Entering Unmasked Estep 
Score: -1277395.625000 Penalty: 467.005219
	Iteration 0F: 2 clusters Score -1277396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1258154.750000 Penalty: 934.010437
	Iteration 0F: 3 clusters Score -1258155 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1266055.250000 Penalty: 934.010437
	Iteration 1F: 3 clusters Score -1266055 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1266447.250000 Penalty: 934.010437
	Iteration 2Q: 3 clusters Score -1266447 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1267004.000000 Penalty: 934.010437
	Iteration 3Q: 3 clusters Score -1267004 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1267869.375000 Penalty: 934.010437
	Iteration 4Q: 3 clusters Score -1267869 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1269279.000000 Penalty: 934.010437
	Iteration 5F: 3 clusters Score -1269279 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1271236.500000 Penalty: 934.010437
	Iteration 6F: 3 clusters Score -1271236 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1273247.375000 Penalty: 934.010437
	Iteration 7F: 3 clusters Score -1273247 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1274852.750000 Penalty: 934.010437
	Iteration 8F: 3 clusters Score -1274853 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1275909.375000 Penalty: 934.010437
	Iteration 9Q: 3 clusters Score -1275909 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1276467.125000 Penalty: 934.010437
	Iteration 10Q: 3 clusters Score -1276467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1276730.625000 Penalty: 934.010437
	Iteration 11Q: 3 clusters Score -1276731 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1276846.750000 Penalty: 934.010437
	Iteration 12Q: 3 clusters Score -1276847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1276907.625000 Penalty: 934.010437
	Iteration 13Q: 3 clusters Score -1276908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1276948.750000 Penalty: 934.010437
	Iteration 14Q: 3 clusters Score -1276949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1276972.375000 Penalty: 934.010437
	Iteration 15Q: 3 clusters Score -1276972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1276987.875000 Penalty: 934.010437
	Iteration 16Q: 3 clusters Score -1276988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1276998.375000 Penalty: 934.010437
	Iteration 17Q: 3 clusters Score -1276998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1277006.375000 Penalty: 934.010437
	Iteration 18Q: 3 clusters Score -1277006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1277010.500000 Penalty: 934.010437
	Iteration 19Q: 3 clusters Score -1277010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1277014.750000 Penalty: 934.010437
	Iteration 20F: 3 clusters Score -1277015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1277019.500000 Penalty: 934.010437
	Iteration 21Q: 3 clusters Score -1277020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1277019.250000 Penalty: 934.010437
	Iteration 22Q: 3 clusters Score -1277019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1277019.250000 Penalty: 934.010437
	Iteration 23F: 3 clusters Score -1277019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -8321.674805 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -8321.675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8038.432129 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -8038.432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8155.144043 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -8155.144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8179.251465 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -8179.251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8191.685547 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -8191.686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8197.971680 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -8197.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8199.389648 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -8199.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8199.389648 Penalty: 499.493347
	Iteration 6F: 3 clusters Score -8199.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -12356.982422 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -12356.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12006.687500 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -12006.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12060.045898 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -12060.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12068.214844 Penalty: 520.249512
	Iteration 2Q: 3 clusters Score -12068.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12073.722656 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -12073.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12075.889648 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -12075.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12076.934570 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -12076.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12079.275391 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -12079.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12081.898438 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -12081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12084.097656 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -12084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12085.770508 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -12085.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12085.770508 Penalty: 520.249512
	Iteration 10F: 3 clusters Score -12085.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -98455.046875 Penalty: 351.422089
	Iteration 0F: 2 clusters Score -98455.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -96878.351562 Penalty: 702.844177
	Iteration 0F: 3 clusters Score -96878.35 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -97364.039062 Penalty: 702.844177
	Iteration 1F: 3 clusters Score -97364.04 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -97411.492188 Penalty: 702.844177
	Iteration 2F: 3 clusters Score -97411.49 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -97457.703125 Penalty: 702.844177
	Iteration 3Q: 3 clusters Score -97457.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -97505.960938 Penalty: 702.844177
	Iteration 4Q: 3 clusters Score -97505.96 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97552.304688 Penalty: 702.844177
	Iteration 5Q: 3 clusters Score -97552.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97600.023438 Penalty: 702.844177
	Iteration 6Q: 3 clusters Score -97600.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97659.890625 Penalty: 702.844177
	Iteration 7Q: 3 clusters Score -97659.89 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97729.710938 Penalty: 702.844177
	Iteration 8Q: 3 clusters Score -97729.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97787.484375 Penalty: 702.844177
	Iteration 9Q: 3 clusters Score -97787.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97843.648438 Penalty: 702.844177
	Iteration 10Q: 3 clusters Score -97843.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97893.609375 Penalty: 702.844177
	Iteration 11Q: 3 clusters Score -97893.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97932.015625 Penalty: 702.844177
	Iteration 12Q: 3 clusters Score -97932.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -97960.070312 Penalty: 702.844177
	Iteration 13Q: 3 clusters Score -97960.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97983.343750 Penalty: 702.844177
	Iteration 14Q: 3 clusters Score -97983.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98004.843750 Penalty: 702.844177
	Iteration 15Q: 3 clusters Score -98004.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -98028.093750 Penalty: 702.844177
	Iteration 16Q: 3 clusters Score -98028.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -98069.023438 Penalty: 702.844177
	Iteration 17Q: 3 clusters Score -98069.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -98097.734375 Penalty: 702.844177
	Iteration 18Q: 3 clusters Score -98097.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -98129.710938 Penalty: 702.844177
	Iteration 19Q: 3 clusters Score -98129.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -98154.843750 Penalty: 702.844177
	Iteration 20F: 3 clusters Score -98154.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -98179.710938 Penalty: 702.844177
	Iteration 21Q: 3 clusters Score -98179.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98205.375000 Penalty: 702.844177
	Iteration 22Q: 3 clusters Score -98205.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -98233.187500 Penalty: 702.844177
	Iteration 23Q: 3 clusters Score -98233.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -98251.562500 Penalty: 702.844177
	Iteration 24Q: 3 clusters Score -98251.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -98260.218750 Penalty: 702.844177
	Iteration 25Q: 3 clusters Score -98260.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -98263.515625 Penalty: 702.844177
	Iteration 26Q: 3 clusters Score -98263.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -98264.343750 Penalty: 702.844177
	Iteration 27Q: 3 clusters Score -98264.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -98264.632812 Penalty: 702.844177
	Iteration 28Q: 3 clusters Score -98264.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -98265.015625 Penalty: 702.844177
	Iteration 29Q: 3 clusters Score -98265.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -98265.750000 Penalty: 702.844177
	Iteration 30Q: 3 clusters Score -98265.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -98265.750000 Penalty: 702.844177
	Iteration 31F: 3 clusters Score -98265.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Entering Unmasked Estep 
Score: -3250452.750000 Penalty: 506.026733
	Iteration 0F: 2 clusters Score -3250453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -3204851.250000 Penalty: 1012.053467
	Iteration 0F: 3 clusters Score -3204851 nChanged 32927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3224599.000000 Penalty: 1012.053467
	Iteration 1F: 3 clusters Score -3224599 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -3225403.500000 Penalty: 1012.053467
	Iteration 2Q: 3 clusters Score -3225404 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3226549.500000 Penalty: 1012.053467
	Iteration 3Q: 3 clusters Score -3226550 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3228564.500000 Penalty: 1012.053467
	Iteration 4F: 3 clusters Score -3228564 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3231990.500000 Penalty: 1012.053467
	Iteration 5F: 3 clusters Score -3231990 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3236744.250000 Penalty: 1012.053467
	Iteration 6F: 3 clusters Score -3236744 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3241312.250000 Penalty: 1012.053467
	Iteration 7F: 3 clusters Score -3241312 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3244006.500000 Penalty: 1012.053467
	Iteration 8Q: 3 clusters Score -3244006 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3245188.750000 Penalty: 1012.053467
	Iteration 9Q: 3 clusters Score -3245189 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3245966.750000 Penalty: 1012.053467
	Iteration 10Q: 3 clusters Score -3245967 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3246621.250000 Penalty: 1012.053467
	Iteration 11Q: 3 clusters Score -3246621 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3247180.500000 Penalty: 1012.053467
	Iteration 12Q: 3 clusters Score -3247180 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3247677.500000 Penalty: 1012.053467
	Iteration 13Q: 3 clusters Score -3247678 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3248118.250000 Penalty: 1012.053467
	Iteration 14Q: 3 clusters Score -3248118 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3248521.250000 Penalty: 1012.053467
	Iteration 15Q: 3 clusters Score -3248521 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3248861.250000 Penalty: 1012.053467
	Iteration 16Q: 3 clusters Score -3248861 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3249094.500000 Penalty: 1012.053467
	Iteration 17Q: 3 clusters Score -3249094 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3249327.000000 Penalty: 1012.053467
	Iteration 18Q: 3 clusters Score -3249327 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3249508.250000 Penalty: 1012.053467
	Iteration 19Q: 3 clusters Score -3249508 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3249623.500000 Penalty: 1012.053467
	Iteration 20F: 3 clusters Score -3249624 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3249732.250000 Penalty: 1012.053467
	Iteration 21Q: 3 clusters Score -3249732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3249814.750000 Penalty: 1012.053467
	Iteration 22Q: 3 clusters Score -3249815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3249877.500000 Penalty: 1012.053467
	Iteration 23Q: 3 clusters Score -3249878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3249931.000000 Penalty: 1012.053467
	Iteration 24Q: 3 clusters Score -3249931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3249963.000000 Penalty: 1012.053467
	Iteration 25Q: 3 clusters Score -3249963 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3250010.000000 Penalty: 1012.053467
	Iteration 26Q: 3 clusters Score -3250010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3250032.000000 Penalty: 1012.053467
	Iteration 27Q: 3 clusters Score -3250032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3250036.000000 Penalty: 1012.053467
	Iteration 28Q: 3 clusters Score -3250036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3250056.500000 Penalty: 1012.053467
	Iteration 29Q: 3 clusters Score -3250056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3250067.750000 Penalty: 1012.053467
	Iteration 30Q: 3 clusters Score -3250068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3250075.500000 Penalty: 1012.053467
	Iteration 31Q: 3 clusters Score -3250076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3250079.500000 Penalty: 1012.053467
	Iteration 32Q: 3 clusters Score -3250080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3250087.000000 Penalty: 1012.053467
	Iteration 33Q: 3 clusters Score -3250087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3250088.500000 Penalty: 1012.053467
	Iteration 34Q: 3 clusters Score -3250088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3250089.500000 Penalty: 1012.053467
	Iteration 35Q: 3 clusters Score -3250090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3250087.750000 Penalty: 1012.053467
	Iteration 36Q: 3 clusters Score -3250088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3250093.250000 Penalty: 1012.053467
	Iteration 37Q: 3 clusters Score -3250093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3250094.000000 Penalty: 1012.053467
	Iteration 38Q: 3 clusters Score -3250094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3250095.000000 Penalty: 1012.053467
	Iteration 39Q: 3 clusters Score -3250095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3250092.500000 Penalty: 1012.053467
	Iteration 40F: 3 clusters Score -3250092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3250095.250000 Penalty: 1012.053467
	Iteration 41Q: 3 clusters Score -3250095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3250095.250000 Penalty: 1012.053467
	Iteration 42F: 3 clusters Score -3250095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -92082.921875 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -92082.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -90585.437500 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -90585.44 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -91088.304688 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -91088.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91233.718750 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -91233.72 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -91363.976562 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -91363.98 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -91496.062500 Penalty: 695.338684
	Iteration 4F: 3 clusters Score -91496.06 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -91580.742188 Penalty: 695.338684
	Iteration 5F: 3 clusters Score -91580.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91641.789062 Penalty: 695.338684
	Iteration 6Q: 3 clusters Score -91641.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91687.343750 Penalty: 695.338684
	Iteration 7Q: 3 clusters Score -91687.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91734.132812 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -91734.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91769.859375 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -91769.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -91804.226562 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -91804.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -91832.921875 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -91832.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -91852.078125 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -91852.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -91866.250000 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -91866.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -91887.093750 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -91887.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -91892.929688 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -91892.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -91898.320312 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -91898.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -91902.078125 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -91902.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -91902.828125 Penalty: 695.338684
	Iteration 18Q: 3 clusters Score -91902.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -91902.828125 Penalty: 695.338684
	Iteration 19F: 3 clusters Score -91902.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Entering Unmasked Estep 
Score: -7455563.000000 Penalty: 545.629517
	Iteration 0F: 2 clusters Score -7455563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -7347655.000000 Penalty: 1091.259033
	Iteration 0F: 3 clusters Score -7347655 nChanged 79233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -7396517.500000 Penalty: 1091.259033
	Iteration 1F: 3 clusters Score -7396518 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -7399128.000000 Penalty: 1091.259033
	Iteration 2Q: 3 clusters Score -7399128 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -7404403.500000 Penalty: 1091.259033
	Iteration 3F: 3 clusters Score -7404404 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 119038 members 
Entering Unmasked Estep 
Score: -7414608.000000 Penalty: 1091.259033
	Iteration 4F: 3 clusters Score -7414608 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 135412 members 
Entering Unmasked Estep 
Score: -7430046.500000 Penalty: 1091.259033
	Iteration 5F: 3 clusters Score -7430046 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 150030 members 
Entering Unmasked Estep 
Score: -7444842.000000 Penalty: 1091.259033
	Iteration 6F: 3 clusters Score -7444842 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -7452247.000000 Penalty: 1091.259033
	Iteration 7Q: 3 clusters Score -7452247 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -7454531.500000 Penalty: 1091.259033
	Iteration 8Q: 3 clusters Score -7454532 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -7454945.500000 Penalty: 1091.259033
	Iteration 9Q: 3 clusters Score -7454946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -7455033.500000 Penalty: 1091.259033
	Iteration 10Q: 3 clusters Score -7455034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -7455082.000000 Penalty: 1091.259033
	Iteration 11Q: 3 clusters Score -7455082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -7455095.000000 Penalty: 1091.259033
	Iteration 12Q: 3 clusters Score -7455095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -7455096.500000 Penalty: 1091.259033
	Iteration 13Q: 3 clusters Score -7455096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 161382 members 
Entering Unmasked Estep 
Score: -7455099.500000 Penalty: 1091.259033
	Iteration 14Q: 3 clusters Score -7455100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -7455104.500000 Penalty: 1091.259033
	Iteration 15Q: 3 clusters Score -7455104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -7455112.000000 Penalty: 1091.259033
	Iteration 16Q: 3 clusters Score -7455112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -7455113.500000 Penalty: 1091.259033
	Iteration 17Q: 3 clusters Score -7455114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -7455113.500000 Penalty: 1091.259033
	Iteration 18F: 3 clusters Score -7455114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Entering Unmasked Estep 
Score: -4913485.000000 Penalty: 525.931335
	Iteration 0F: 2 clusters Score -4913485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -4843515.500000 Penalty: 1051.862671
	Iteration 0F: 3 clusters Score -4843516 nChanged 51136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -4874395.500000 Penalty: 1051.862671
	Iteration 1F: 3 clusters Score -4874396 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -4875095.000000 Penalty: 1051.862671
	Iteration 2Q: 3 clusters Score -4875095 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -4875750.500000 Penalty: 1051.862671
	Iteration 3Q: 3 clusters Score -4875750 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -4876352.500000 Penalty: 1051.862671
	Iteration 4Q: 3 clusters Score -4876352 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -4877121.000000 Penalty: 1051.862671
	Iteration 5Q: 3 clusters Score -4877121 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -4877970.000000 Penalty: 1051.862671
	Iteration 6Q: 3 clusters Score -4877970 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -4879059.500000 Penalty: 1051.862671
	Iteration 7Q: 3 clusters Score -4879060 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4880878.500000 Penalty: 1051.862671
	Iteration 8Q: 3 clusters Score -4880878 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -4883706.000000 Penalty: 1051.862671
	Iteration 9Q: 3 clusters Score -4883706 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4887845.500000 Penalty: 1051.862671
	Iteration 10F: 3 clusters Score -4887846 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4892744.000000 Penalty: 1051.862671
	Iteration 11F: 3 clusters Score -4892744 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4897721.000000 Penalty: 1051.862671
	Iteration 12F: 3 clusters Score -4897721 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4901917.000000 Penalty: 1051.862671
	Iteration 13F: 3 clusters Score -4901917 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4905306.000000 Penalty: 1051.862671
	Iteration 14Q: 3 clusters Score -4905306 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4908110.000000 Penalty: 1051.862671
	Iteration 15Q: 3 clusters Score -4908110 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4910152.000000 Penalty: 1051.862671
	Iteration 16Q: 3 clusters Score -4910152 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4911446.000000 Penalty: 1051.862671
	Iteration 17Q: 3 clusters Score -4911446 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4912229.000000 Penalty: 1051.862671
	Iteration 18Q: 3 clusters Score -4912229 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4912617.500000 Penalty: 1051.862671
	Iteration 19Q: 3 clusters Score -4912618 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4912815.500000 Penalty: 1051.862671
	Iteration 20F: 3 clusters Score -4912816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4912899.500000 Penalty: 1051.862671
	Iteration 21Q: 3 clusters Score -4912900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4912956.500000 Penalty: 1051.862671
	Iteration 22Q: 3 clusters Score -4912956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4912998.500000 Penalty: 1051.862671
	Iteration 23Q: 3 clusters Score -4912998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4913015.000000 Penalty: 1051.862671
	Iteration 24Q: 3 clusters Score -4913015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4913023.000000 Penalty: 1051.862671
	Iteration 25Q: 3 clusters Score -4913023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4913029.000000 Penalty: 1051.862671
	Iteration 26Q: 3 clusters Score -4913029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913032.000000 Penalty: 1051.862671
	Iteration 27Q: 3 clusters Score -4913032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913037.500000 Penalty: 1051.862671
	Iteration 28Q: 3 clusters Score -4913038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913038.500000 Penalty: 1051.862671
	Iteration 29Q: 3 clusters Score -4913038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4913038.500000 Penalty: 1051.862671
	Iteration 30F: 3 clusters Score -4913038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -34349.343750 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -34349.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -33631.058594 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -33631.06 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -33827.746094 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -33827.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33861.515625 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -33861.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33885.250000 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -33885.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33911.363281 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -33911.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33937.031250 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -33937.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33952.234375 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -33952.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33966.285156 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -33966.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33978.136719 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -33978.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33984.937500 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -33984.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33993.964844 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -33993.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34007.187500 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -34007.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34033.570312 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -34033.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34061.140625 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -34061.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34125.195312 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -34125.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34147.003906 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -34147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34160.988281 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -34160.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34170.062500 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -34170.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34180.363281 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -34180.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34185.332031 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -34185.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34195.589844 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -34195.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34209.031250 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -34209.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34220.617188 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -34220.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34235.582031 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -34235.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34249.210938 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -34249.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34264.359375 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -34264.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34272.289062 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -34272.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34286.730469 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -34286.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34292.390625 Penalty: 611.540039
	Iteration 28Q: 3 clusters Score -34292.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34295.648438 Penalty: 611.540039
	Iteration 29Q: 3 clusters Score -34295.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34297.675781 Penalty: 611.540039
	Iteration 30Q: 3 clusters Score -34297.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34301.757812 Penalty: 611.540039
	Iteration 31Q: 3 clusters Score -34301.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34302.968750 Penalty: 611.540039
	Iteration 32Q: 3 clusters Score -34302.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34304.097656 Penalty: 611.540039
	Iteration 33Q: 3 clusters Score -34304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34304.636719 Penalty: 611.540039
	Iteration 34Q: 3 clusters Score -34304.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34305.195312 Penalty: 611.540039
	Iteration 35Q: 3 clusters Score -34305.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34305.195312 Penalty: 611.540039
	Iteration 36F: 3 clusters Score -34305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (123772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123772 members 
Entering Unmasked Estep 
Score: -5749333.000000 Penalty: 533.541931
	Iteration 0F: 2 clusters Score -5749333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -5665577.500000 Penalty: 1067.083862
	Iteration 0F: 3 clusters Score -5665578 nChanged 60814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -5703501.000000 Penalty: 1067.083862
	Iteration 1F: 3 clusters Score -5703501 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -5705236.000000 Penalty: 1067.083862
	Iteration 2Q: 3 clusters Score -5705236 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -5707549.500000 Penalty: 1067.083862
	Iteration 3Q: 3 clusters Score -5707550 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -5711189.000000 Penalty: 1067.083862
	Iteration 4F: 3 clusters Score -5711189 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -5716706.000000 Penalty: 1067.083862
	Iteration 5F: 3 clusters Score -5716706 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -5722937.500000 Penalty: 1067.083862
	Iteration 6F: 3 clusters Score -5722938 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -5726775.500000 Penalty: 1067.083862
	Iteration 7F: 3 clusters Score -5726776 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -5728052.500000 Penalty: 1067.083862
	Iteration 8Q: 3 clusters Score -5728052 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -5728360.500000 Penalty: 1067.083862
	Iteration 9Q: 3 clusters Score -5728360 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -5728490.000000 Penalty: 1067.083862
	Iteration 10Q: 3 clusters Score -5728490 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -5728679.000000 Penalty: 1067.083862
	Iteration 11Q: 3 clusters Score -5728679 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -5728839.000000 Penalty: 1067.083862
	Iteration 12Q: 3 clusters Score -5728839 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -5729023.500000 Penalty: 1067.083862
	Iteration 13Q: 3 clusters Score -5729024 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -5729202.500000 Penalty: 1067.083862
	Iteration 14Q: 3 clusters Score -5729202 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -5729416.500000 Penalty: 1067.083862
	Iteration 15Q: 3 clusters Score -5729416 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -5729633.500000 Penalty: 1067.083862
	Iteration 16Q: 3 clusters Score -5729634 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -5729817.500000 Penalty: 1067.083862
	Iteration 17Q: 3 clusters Score -5729818 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -5730026.000000 Penalty: 1067.083862
	Iteration 18Q: 3 clusters Score -5730026 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -5730309.500000 Penalty: 1067.083862
	Iteration 19Q: 3 clusters Score -5730310 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -5730540.000000 Penalty: 1067.083862
	Iteration 20F: 3 clusters Score -5730540 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -5730854.500000 Penalty: 1067.083862
	Iteration 21Q: 3 clusters Score -5730854 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -5731222.500000 Penalty: 1067.083862
	Iteration 22Q: 3 clusters Score -5731222 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -5731526.500000 Penalty: 1067.083862
	Iteration 23Q: 3 clusters Score -5731526 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -5731932.000000 Penalty: 1067.083862
	Iteration 24Q: 3 clusters Score -5731932 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -5732282.000000 Penalty: 1067.083862
	Iteration 25Q: 3 clusters Score -5732282 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -5732880.000000 Penalty: 1067.083862
	Iteration 26Q: 3 clusters Score -5732880 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -5733529.000000 Penalty: 1067.083862
	Iteration 27Q: 3 clusters Score -5733529 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -5734220.000000 Penalty: 1067.083862
	Iteration 28Q: 3 clusters Score -5734220 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -5734898.000000 Penalty: 1067.083862
	Iteration 29Q: 3 clusters Score -5734898 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -5735668.500000 Penalty: 1067.083862
	Iteration 30Q: 3 clusters Score -5735668 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -5736405.500000 Penalty: 1067.083862
	Iteration 31Q: 3 clusters Score -5736406 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -5737035.500000 Penalty: 1067.083862
	Iteration 32Q: 3 clusters Score -5737036 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -5737624.500000 Penalty: 1067.083862
	Iteration 33Q: 3 clusters Score -5737624 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -5738071.000000 Penalty: 1067.083862
	Iteration 34Q: 3 clusters Score -5738071 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5738459.000000 Penalty: 1067.083862
	Iteration 35Q: 3 clusters Score -5738459 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -5738799.000000 Penalty: 1067.083862
	Iteration 36Q: 3 clusters Score -5738799 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -5739132.500000 Penalty: 1067.083862
	Iteration 37Q: 3 clusters Score -5739132 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -5739319.500000 Penalty: 1067.083862
	Iteration 38Q: 3 clusters Score -5739320 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -5739528.500000 Penalty: 1067.083862
	Iteration 39Q: 3 clusters Score -5739528 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -5739757.500000 Penalty: 1067.083862
	Iteration 40F: 3 clusters Score -5739758 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -5739884.500000 Penalty: 1067.083862
	Iteration 41Q: 3 clusters Score -5739884 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -5739991.500000 Penalty: 1067.083862
	Iteration 42Q: 3 clusters Score -5739992 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -5740081.500000 Penalty: 1067.083862
	Iteration 43Q: 3 clusters Score -5740082 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5740211.000000 Penalty: 1067.083862
	Iteration 44Q: 3 clusters Score -5740211 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5740240.000000 Penalty: 1067.083862
	Iteration 45Q: 3 clusters Score -5740240 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -5740287.500000 Penalty: 1067.083862
	Iteration 46Q: 3 clusters Score -5740288 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -5740326.500000 Penalty: 1067.083862
	Iteration 47Q: 3 clusters Score -5740326 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -5740348.500000 Penalty: 1067.083862
	Iteration 48Q: 3 clusters Score -5740348 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -5740367.500000 Penalty: 1067.083862
	Iteration 49Q: 3 clusters Score -5740368 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -5740387.000000 Penalty: 1067.083862
	Iteration 50Q: 3 clusters Score -5740387 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -5740390.500000 Penalty: 1067.083862
	Iteration 51Q: 3 clusters Score -5740390 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -5740406.500000 Penalty: 1067.083862
	Iteration 52Q: 3 clusters Score -5740406 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5740424.000000 Penalty: 1067.083862
	Iteration 53Q: 3 clusters Score -5740424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -5740463.500000 Penalty: 1067.083862
	Iteration 54Q: 3 clusters Score -5740464 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5740471.500000 Penalty: 1067.083862
	Iteration 55Q: 3 clusters Score -5740472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -5740476.000000 Penalty: 1067.083862
	Iteration 56Q: 3 clusters Score -5740476 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -5740476.500000 Penalty: 1067.083862
	Iteration 57Q: 3 clusters Score -5740476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -5740483.500000 Penalty: 1067.083862
	Iteration 58Q: 3 clusters Score -5740484 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5740498.000000 Penalty: 1067.083862
	Iteration 59Q: 3 clusters Score -5740498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5740513.000000 Penalty: 1067.083862
	Iteration 60F: 3 clusters Score -5740513 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5740518.000000 Penalty: 1067.083862
	Iteration 61Q: 3 clusters Score -5740518 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5740527.500000 Penalty: 1067.083862
	Iteration 62Q: 3 clusters Score -5740528 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -5740542.500000 Penalty: 1067.083862
	Iteration 63Q: 3 clusters Score -5740542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5740539.000000 Penalty: 1067.083862
	Iteration 64Q: 3 clusters Score -5740539 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -5740542.500000 Penalty: 1067.083862
	Iteration 65Q: 3 clusters Score -5740542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5740578.500000 Penalty: 1067.083862
	Iteration 66Q: 3 clusters Score -5740578 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5740591.500000 Penalty: 1067.083862
	Iteration 67Q: 3 clusters Score -5740592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5740587.500000 Penalty: 1067.083862
	Iteration 68Q: 3 clusters Score -5740588 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -5740591.000000 Penalty: 1067.083862
	Iteration 69Q: 3 clusters Score -5740591 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -5740625.500000 Penalty: 1067.083862
	Iteration 70Q: 3 clusters Score -5740626 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5740600.000000 Penalty: 1067.083862
	Iteration 71Q: 3 clusters Score -5740600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5740615.000000 Penalty: 1067.083862
	Iteration 72Q: 3 clusters Score -5740615 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5740633.000000 Penalty: 1067.083862
	Iteration 73Q: 3 clusters Score -5740633 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5740651.000000 Penalty: 1067.083862
	Iteration 74Q: 3 clusters Score -5740651 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5740661.000000 Penalty: 1067.083862
	Iteration 75Q: 3 clusters Score -5740661 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -5740679.500000 Penalty: 1067.083862
	Iteration 76Q: 3 clusters Score -5740680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5740708.000000 Penalty: 1067.083862
	Iteration 77Q: 3 clusters Score -5740708 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5740742.500000 Penalty: 1067.083862
	Iteration 78Q: 3 clusters Score -5740742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5740773.000000 Penalty: 1067.083862
	Iteration 79Q: 3 clusters Score -5740773 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -5740809.000000 Penalty: 1067.083862
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Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 39440 members 
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Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 39118 members 
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Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 38813 members 
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Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 38500 members 
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Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 38205 members 
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Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 37905 members 
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Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 37580 members 
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Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 37261 members 
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Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 36944 members 
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Mstep: Class 1 contains 87191 members 
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Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 36198 members 
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Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 35842 members 
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Mstep: Class 2 contains 35469 members 
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Mstep: Class 2 contains 35078 members 
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Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 34677 members 
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Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 34286 members 
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Mstep: Class 1 contains 89885 members 
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Mstep: Class 1 contains 90289 members 
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Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 33045 members 
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	Iteration 100F: 3 clusters Score -5741301 nChanged 435
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Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 32610 members 
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Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 32165 members 
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Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 31709 members 
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Mstep: Class 1 contains 92526 members 
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Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 30346 members 
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Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 29864 members 
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Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 29399 members 
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Mstep: Class 2 contains 28935 members 
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Mstep: Class 1 contains 95296 members 
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Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 28024 members 
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Mstep: Class 1 contains 96190 members 
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Mstep: Class 1 contains 96625 members 
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Mstep: Class 2 contains 24197 members 
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Mstep: Class 1 contains 100078 members 
Mstep: Class 2 contains 23694 members 
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Mstep: Class 2 contains 22669 members 
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Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 22090 members 
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Mstep: Class 2 contains 21455 members 
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	Iteration 172Q: 3 clusters Score -5749074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5749081.500000 Penalty: 1067.083862
	Iteration 173Q: 3 clusters Score -5749082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122734 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5749081.500000 Penalty: 1067.083862
	Iteration 174Q: 3 clusters Score -5749082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5749086.000000 Penalty: 1067.083862
	Iteration 175Q: 3 clusters Score -5749086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5749087.000000 Penalty: 1067.083862
	Iteration 176Q: 3 clusters Score -5749087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5749087.500000 Penalty: 1067.083862
	Iteration 177Q: 3 clusters Score -5749088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5749086.000000 Penalty: 1067.083862
	Iteration 178Q: 3 clusters Score -5749086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5749090.000000 Penalty: 1067.083862
	Iteration 179Q: 3 clusters Score -5749090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122789 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5749084.000000 Penalty: 1067.083862
	Iteration 180F: 3 clusters Score -5749084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122792 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5749088.500000 Penalty: 1067.083862
	Iteration 181Q: 3 clusters Score -5749088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5749087.000000 Penalty: 1067.083862
	Iteration 182Q: 3 clusters Score -5749087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5749090.500000 Penalty: 1067.083862
	Iteration 183Q: 3 clusters Score -5749090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5749089.500000 Penalty: 1067.083862
	Iteration 184Q: 3 clusters Score -5749090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5749087.500000 Penalty: 1067.083862
	Iteration 185Q: 3 clusters Score -5749088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5749087.500000 Penalty: 1067.083862
	Iteration 186F: 3 clusters Score -5749088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Entering Unmasked Estep 
Score: -175738.468750 Penalty: 371.961823
	Iteration 0F: 2 clusters Score -175738.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -173363.171875 Penalty: 743.923645
	Iteration 0F: 3 clusters Score -173363.2 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -174281.453125 Penalty: 743.923645
	Iteration 1F: 3 clusters Score -174281.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -174439.828125 Penalty: 743.923645
	Iteration 2F: 3 clusters Score -174439.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -174569.859375 Penalty: 743.923645
	Iteration 3F: 3 clusters Score -174569.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -174731.953125 Penalty: 743.923645
	Iteration 4F: 3 clusters Score -174732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -174876.515625 Penalty: 743.923645
	Iteration 5F: 3 clusters Score -174876.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -174962.578125 Penalty: 743.923645
	Iteration 6Q: 3 clusters Score -174962.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -175007.078125 Penalty: 743.923645
	Iteration 7Q: 3 clusters Score -175007.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -175038.906250 Penalty: 743.923645
	Iteration 8Q: 3 clusters Score -175038.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -175057.781250 Penalty: 743.923645
	Iteration 9Q: 3 clusters Score -175057.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -175071.906250 Penalty: 743.923645
	Iteration 10Q: 3 clusters Score -175071.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -175090.890625 Penalty: 743.923645
	Iteration 11Q: 3 clusters Score -175090.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -175110.234375 Penalty: 743.923645
	Iteration 12Q: 3 clusters Score -175110.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -175120.390625 Penalty: 743.923645
	Iteration 13Q: 3 clusters Score -175120.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -175127.343750 Penalty: 743.923645
	Iteration 14Q: 3 clusters Score -175127.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -175131.453125 Penalty: 743.923645
	Iteration 15Q: 3 clusters Score -175131.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -175137.500000 Penalty: 743.923645
	Iteration 16Q: 3 clusters Score -175137.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -175141.640625 Penalty: 743.923645
	Iteration 17Q: 3 clusters Score -175141.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -175144.609375 Penalty: 743.923645
	Iteration 18Q: 3 clusters Score -175144.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -175147.203125 Penalty: 743.923645
	Iteration 19Q: 3 clusters Score -175147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -175150.390625 Penalty: 743.923645
	Iteration 20F: 3 clusters Score -175150.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -175155.609375 Penalty: 743.923645
	Iteration 21Q: 3 clusters Score -175155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -175159.812500 Penalty: 743.923645
	Iteration 22Q: 3 clusters Score -175159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -175163.000000 Penalty: 743.923645
	Iteration 23Q: 3 clusters Score -175163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -175168.906250 Penalty: 743.923645
	Iteration 24Q: 3 clusters Score -175168.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -175176.187500 Penalty: 743.923645
	Iteration 25Q: 3 clusters Score -175176.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -175182.328125 Penalty: 743.923645
	Iteration 26Q: 3 clusters Score -175182.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -175187.515625 Penalty: 743.923645
	Iteration 27Q: 3 clusters Score -175187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -175190.953125 Penalty: 743.923645
	Iteration 28Q: 3 clusters Score -175191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -175193.343750 Penalty: 743.923645
	Iteration 29Q: 3 clusters Score -175193.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -175194.187500 Penalty: 743.923645
	Iteration 30Q: 3 clusters Score -175194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -175195.015625 Penalty: 743.923645
	Iteration 31Q: 3 clusters Score -175195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -175195.437500 Penalty: 743.923645
	Iteration 32Q: 3 clusters Score -175195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -175196.500000 Penalty: 743.923645
	Iteration 33Q: 3 clusters Score -175196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -175197.515625 Penalty: 743.923645
	Iteration 34Q: 3 clusters Score -175197.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -175200.765625 Penalty: 743.923645
	Iteration 35Q: 3 clusters Score -175200.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -175209.093750 Penalty: 743.923645
	Iteration 36Q: 3 clusters Score -175209.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -175217.500000 Penalty: 743.923645
	Iteration 37Q: 3 clusters Score -175217.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -175221.468750 Penalty: 743.923645
	Iteration 38Q: 3 clusters Score -175221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -175222.984375 Penalty: 743.923645
	Iteration 39Q: 3 clusters Score -175223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -175223.890625 Penalty: 743.923645
	Iteration 40F: 3 clusters Score -175223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -175225.125000 Penalty: 743.923645
	Iteration 41Q: 3 clusters Score -175225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -175227.093750 Penalty: 743.923645
	Iteration 42Q: 3 clusters Score -175227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -175227.890625 Penalty: 743.923645
	Iteration 43Q: 3 clusters Score -175227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -175229.531250 Penalty: 743.923645
	Iteration 44Q: 3 clusters Score -175229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -175230.421875 Penalty: 743.923645
	Iteration 45Q: 3 clusters Score -175230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -175231.703125 Penalty: 743.923645
	Iteration 46Q: 3 clusters Score -175231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -175232.640625 Penalty: 743.923645
	Iteration 47Q: 3 clusters Score -175232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -175233.593750 Penalty: 743.923645
	Iteration 48Q: 3 clusters Score -175233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -175234.312500 Penalty: 743.923645
	Iteration 49Q: 3 clusters Score -175234.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -175236.984375 Penalty: 743.923645
	Iteration 50Q: 3 clusters Score -175237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -175238.687500 Penalty: 743.923645
	Iteration 51Q: 3 clusters Score -175238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -175240.375000 Penalty: 743.923645
	Iteration 52Q: 3 clusters Score -175240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -175242.875000 Penalty: 743.923645
	Iteration 53Q: 3 clusters Score -175242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -175245.515625 Penalty: 743.923645
	Iteration 54Q: 3 clusters Score -175245.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -175248.125000 Penalty: 743.923645
	Iteration 55Q: 3 clusters Score -175248.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -175250.281250 Penalty: 743.923645
	Iteration 56Q: 3 clusters Score -175250.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -175251.640625 Penalty: 743.923645
	Iteration 57Q: 3 clusters Score -175251.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -175254.062500 Penalty: 743.923645
	Iteration 58Q: 3 clusters Score -175254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -175255.156250 Penalty: 743.923645
	Iteration 59Q: 3 clusters Score -175255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -175256.750000 Penalty: 743.923645
	Iteration 60F: 3 clusters Score -175256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -175257.859375 Penalty: 743.923645
	Iteration 61Q: 3 clusters Score -175257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -175259.578125 Penalty: 743.923645
	Iteration 62Q: 3 clusters Score -175259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -175260.515625 Penalty: 743.923645
	Iteration 63Q: 3 clusters Score -175260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -175261.359375 Penalty: 743.923645
	Iteration 64Q: 3 clusters Score -175261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -175262.250000 Penalty: 743.923645
	Iteration 65Q: 3 clusters Score -175262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -175264.062500 Penalty: 743.923645
	Iteration 66Q: 3 clusters Score -175264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -175267.687500 Penalty: 743.923645
	Iteration 67Q: 3 clusters Score -175267.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -175273.156250 Penalty: 743.923645
	Iteration 68Q: 3 clusters Score -175273.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -175276.562500 Penalty: 743.923645
	Iteration 69Q: 3 clusters Score -175276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -175278.109375 Penalty: 743.923645
	Iteration 70Q: 3 clusters Score -175278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -175279.453125 Penalty: 743.923645
	Iteration 71Q: 3 clusters Score -175279.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -175280.312500 Penalty: 743.923645
	Iteration 72Q: 3 clusters Score -175280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -175281.281250 Penalty: 743.923645
	Iteration 73Q: 3 clusters Score -175281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -175282.171875 Penalty: 743.923645
	Iteration 74Q: 3 clusters Score -175282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -175282.953125 Penalty: 743.923645
	Iteration 75Q: 3 clusters Score -175283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -175284.140625 Penalty: 743.923645
	Iteration 76Q: 3 clusters Score -175284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -175285.609375 Penalty: 743.923645
	Iteration 77Q: 3 clusters Score -175285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -175287.453125 Penalty: 743.923645
	Iteration 78Q: 3 clusters Score -175287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -175290.765625 Penalty: 743.923645
	Iteration 79Q: 3 clusters Score -175290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -175292.828125 Penalty: 743.923645
	Iteration 80F: 3 clusters Score -175292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -175295.796875 Penalty: 743.923645
	Iteration 81Q: 3 clusters Score -175295.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -175301.375000 Penalty: 743.923645
	Iteration 82Q: 3 clusters Score -175301.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -175311.406250 Penalty: 743.923645
	Iteration 83Q: 3 clusters Score -175311.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -175318.953125 Penalty: 743.923645
	Iteration 84Q: 3 clusters Score -175319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -175327.531250 Penalty: 743.923645
	Iteration 85Q: 3 clusters Score -175327.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -175337.968750 Penalty: 743.923645
	Iteration 86Q: 3 clusters Score -175338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -175346.765625 Penalty: 743.923645
	Iteration 87Q: 3 clusters Score -175346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -175350.953125 Penalty: 743.923645
	Iteration 88Q: 3 clusters Score -175351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -175355.718750 Penalty: 743.923645
	Iteration 89Q: 3 clusters Score -175355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -175358.515625 Penalty: 743.923645
	Iteration 90Q: 3 clusters Score -175358.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -175364.062500 Penalty: 743.923645
	Iteration 91Q: 3 clusters Score -175364.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -175369.953125 Penalty: 743.923645
	Iteration 92Q: 3 clusters Score -175370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -175376.265625 Penalty: 743.923645
	Iteration 93Q: 3 clusters Score -175376.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -175380.531250 Penalty: 743.923645
	Iteration 94Q: 3 clusters Score -175380.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -175383.812500 Penalty: 743.923645
	Iteration 95Q: 3 clusters Score -175383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -175386.906250 Penalty: 743.923645
	Iteration 96Q: 3 clusters Score -175386.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -175390.812500 Penalty: 743.923645
	Iteration 97Q: 3 clusters Score -175390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -175394.218750 Penalty: 743.923645
	Iteration 98Q: 3 clusters Score -175394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -175400.234375 Penalty: 743.923645
	Iteration 99Q: 3 clusters Score -175400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -175408.062500 Penalty: 743.923645
	Iteration 100F: 3 clusters Score -175408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -175411.484375 Penalty: 743.923645
	Iteration 101Q: 3 clusters Score -175411.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -175416.031250 Penalty: 743.923645
	Iteration 102Q: 3 clusters Score -175416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -175421.937500 Penalty: 743.923645
	Iteration 103Q: 3 clusters Score -175421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -175428.328125 Penalty: 743.923645
	Iteration 104Q: 3 clusters Score -175428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -175431.781250 Penalty: 743.923645
	Iteration 105Q: 3 clusters Score -175431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -175433.265625 Penalty: 743.923645
	Iteration 106Q: 3 clusters Score -175433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -175435.359375 Penalty: 743.923645
	Iteration 107Q: 3 clusters Score -175435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -175435.562500 Penalty: 743.923645
	Iteration 108Q: 3 clusters Score -175435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -175435.562500 Penalty: 743.923645
	Iteration 109F: 3 clusters Score -175435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -164224.046875 Penalty: 370.371094
	Iteration 0F: 2 clusters Score -164224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -161843.187500 Penalty: 740.742188
	Iteration 0F: 3 clusters Score -161843.2 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -162695.734375 Penalty: 740.742188
	Iteration 1F: 3 clusters Score -162695.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -162848.328125 Penalty: 740.742188
	Iteration 2F: 3 clusters Score -162848.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -163045.703125 Penalty: 740.742188
	Iteration 3F: 3 clusters Score -163045.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -163268.546875 Penalty: 740.742188
	Iteration 4F: 3 clusters Score -163268.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -163506.156250 Penalty: 740.742188
	Iteration 5F: 3 clusters Score -163506.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -163723.531250 Penalty: 740.742188
	Iteration 6F: 3 clusters Score -163723.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -163933.718750 Penalty: 740.742188
	Iteration 7F: 3 clusters Score -163933.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -164059.031250 Penalty: 740.742188
	Iteration 8Q: 3 clusters Score -164059 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -164123.265625 Penalty: 740.742188
	Iteration 9Q: 3 clusters Score -164123.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -164154.125000 Penalty: 740.742188
	Iteration 10Q: 3 clusters Score -164154.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -164175.375000 Penalty: 740.742188
	Iteration 11Q: 3 clusters Score -164175.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -164185.265625 Penalty: 740.742188
	Iteration 12Q: 3 clusters Score -164185.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -164193.203125 Penalty: 740.742188
	Iteration 13Q: 3 clusters Score -164193.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -164200.625000 Penalty: 740.742188
	Iteration 14Q: 3 clusters Score -164200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -164203.500000 Penalty: 740.742188
	Iteration 15Q: 3 clusters Score -164203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -164205.578125 Penalty: 740.742188
	Iteration 16Q: 3 clusters Score -164205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -164208.078125 Penalty: 740.742188
	Iteration 17Q: 3 clusters Score -164208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -164209.609375 Penalty: 740.742188
	Iteration 18Q: 3 clusters Score -164209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -164210.937500 Penalty: 740.742188
	Iteration 19Q: 3 clusters Score -164210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -164211.671875 Penalty: 740.742188
	Iteration 20F: 3 clusters Score -164211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -164212.421875 Penalty: 740.742188
	Iteration 21Q: 3 clusters Score -164212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -164213.437500 Penalty: 740.742188
	Iteration 22Q: 3 clusters Score -164213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -164214.640625 Penalty: 740.742188
	Iteration 23Q: 3 clusters Score -164214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -164215.078125 Penalty: 740.742188
	Iteration 24Q: 3 clusters Score -164215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -164215.515625 Penalty: 740.742188
	Iteration 25Q: 3 clusters Score -164215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -164215.734375 Penalty: 740.742188
	Iteration 26Q: 3 clusters Score -164215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -164215.968750 Penalty: 740.742188
	Iteration 27Q: 3 clusters Score -164216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -164216.703125 Penalty: 740.742188
	Iteration 28Q: 3 clusters Score -164216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -164216.953125 Penalty: 740.742188
	Iteration 29Q: 3 clusters Score -164217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -164217.312500 Penalty: 740.742188
	Iteration 30Q: 3 clusters Score -164217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -164217.609375 Penalty: 740.742188
	Iteration 31Q: 3 clusters Score -164217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -164218.375000 Penalty: 740.742188
	Iteration 32Q: 3 clusters Score -164218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -164219.968750 Penalty: 740.742188
	Iteration 33Q: 3 clusters Score -164220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -164223.734375 Penalty: 740.742188
	Iteration 34Q: 3 clusters Score -164223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -164224.734375 Penalty: 740.742188
	Iteration 35Q: 3 clusters Score -164224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -164225.375000 Penalty: 740.742188
	Iteration 36Q: 3 clusters Score -164225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -164225.468750 Penalty: 740.742188
	Iteration 37Q: 3 clusters Score -164225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -164225.468750 Penalty: 740.742188
	Iteration 38F: 3 clusters Score -164225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 67607 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 161435 members 
Mstep: Class 8 contains 104708 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123772 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 1681 members 
Entering Unmasked Estep 
Score: -23244154.000000 Penalty: 16768.777344
Splitting cluster 12 changes total score from -23244350.000000 to -23244154.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -19729.400391 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -19729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19289.910156 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -19289.91 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19384.623047 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -19384.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19421.060547 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -19421.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19438.271484 Penalty: 545.677185
	Iteration 3F: 3 clusters Score -19438.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19448.791016 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -19448.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19454.232422 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -19454.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19454.541016 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -19454.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19455.882812 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -19455.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19460.283203 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -19460.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19464.638672 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -19464.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19469.943359 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -19469.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19472.074219 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -19472.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19473.492188 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -19473.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19474.144531 Penalty: 545.677185
	Iteration 13Q: 3 clusters Score -19474.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19476.046875 Penalty: 545.677185
	Iteration 14Q: 3 clusters Score -19476.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19476.046875 Penalty: 545.677185
	Iteration 15F: 3 clusters Score -19476.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -96473.929688 Penalty: 346.697449
	Iteration 0F: 2 clusters Score -96473.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -95027.789062 Penalty: 693.394897
	Iteration 0F: 3 clusters Score -95027.79 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -95517.554688 Penalty: 693.394897
	Iteration 1F: 3 clusters Score -95517.55 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95582.484375 Penalty: 693.394897
	Iteration 2F: 3 clusters Score -95582.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -95636.429688 Penalty: 693.394897
	Iteration 3F: 3 clusters Score -95636.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -95698.781250 Penalty: 693.394897
	Iteration 4Q: 3 clusters Score -95698.78 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -95784.000000 Penalty: 693.394897
	Iteration 5Q: 3 clusters Score -95784 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -95851.804688 Penalty: 693.394897
	Iteration 6Q: 3 clusters Score -95851.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -95910.515625 Penalty: 693.394897
	Iteration 7Q: 3 clusters Score -95910.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -95949.664062 Penalty: 693.394897
	Iteration 8Q: 3 clusters Score -95949.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -95970.187500 Penalty: 693.394897
	Iteration 9Q: 3 clusters Score -95970.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -95982.867188 Penalty: 693.394897
	Iteration 10Q: 3 clusters Score -95982.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -95992.257812 Penalty: 693.394897
	Iteration 11Q: 3 clusters Score -95992.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -96000.875000 Penalty: 693.394897
	Iteration 12Q: 3 clusters Score -96000.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96007.218750 Penalty: 693.394897
	Iteration 13Q: 3 clusters Score -96007.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96012.109375 Penalty: 693.394897
	Iteration 14Q: 3 clusters Score -96012.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96017.367188 Penalty: 693.394897
	Iteration 15Q: 3 clusters Score -96017.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -96023.757812 Penalty: 693.394897
	Iteration 16Q: 3 clusters Score -96023.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -96027.335938 Penalty: 693.394897
	Iteration 17Q: 3 clusters Score -96027.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -96029.585938 Penalty: 693.394897
	Iteration 18Q: 3 clusters Score -96029.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96030.468750 Penalty: 693.394897
	Iteration 19Q: 3 clusters Score -96030.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96031.062500 Penalty: 693.394897
	Iteration 20F: 3 clusters Score -96031.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -96031.195312 Penalty: 693.394897
	Iteration 21Q: 3 clusters Score -96031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -96031.687500 Penalty: 693.394897
	Iteration 22Q: 3 clusters Score -96031.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -96032.023438 Penalty: 693.394897
	Iteration 23Q: 3 clusters Score -96032.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96032.531250 Penalty: 693.394897
	Iteration 24Q: 3 clusters Score -96032.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96033.039062 Penalty: 693.394897
	Iteration 25Q: 3 clusters Score -96033.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96033.429688 Penalty: 693.394897
	Iteration 26Q: 3 clusters Score -96033.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -96033.890625 Penalty: 693.394897
	Iteration 27Q: 3 clusters Score -96033.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96034.031250 Penalty: 693.394897
	Iteration 28Q: 3 clusters Score -96034.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96034.335938 Penalty: 693.394897
	Iteration 29Q: 3 clusters Score -96034.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96034.492188 Penalty: 693.394897
	Iteration 30Q: 3 clusters Score -96034.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96034.492188 Penalty: 693.394897
	Iteration 31F: 3 clusters Score -96034.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -136605.187500 Penalty: 363.632843
	Iteration 0F: 2 clusters Score -136605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -134594.531250 Penalty: 727.265686
	Iteration 0F: 3 clusters Score -134594.5 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -135455.046875 Penalty: 727.265686
	Iteration 1F: 3 clusters Score -135455 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -135647.015625 Penalty: 727.265686
	Iteration 2F: 3 clusters Score -135647 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -135805.875000 Penalty: 727.265686
	Iteration 3F: 3 clusters Score -135805.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -135943.703125 Penalty: 727.265686
	Iteration 4F: 3 clusters Score -135943.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -136045.078125 Penalty: 727.265686
	Iteration 5Q: 3 clusters Score -136045.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -136098.437500 Penalty: 727.265686
	Iteration 6Q: 3 clusters Score -136098.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -136131.484375 Penalty: 727.265686
	Iteration 7Q: 3 clusters Score -136131.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -136151.703125 Penalty: 727.265686
	Iteration 8Q: 3 clusters Score -136151.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -136171.718750 Penalty: 727.265686
	Iteration 9Q: 3 clusters Score -136171.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -136203.859375 Penalty: 727.265686
	Iteration 10Q: 3 clusters Score -136203.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -136232.390625 Penalty: 727.265686
	Iteration 11Q: 3 clusters Score -136232.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -136250.656250 Penalty: 727.265686
	Iteration 12Q: 3 clusters Score -136250.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -136270.125000 Penalty: 727.265686
	Iteration 13Q: 3 clusters Score -136270.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -136284.875000 Penalty: 727.265686
	Iteration 14Q: 3 clusters Score -136284.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -136299.046875 Penalty: 727.265686
	Iteration 15Q: 3 clusters Score -136299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -136311.468750 Penalty: 727.265686
	Iteration 16Q: 3 clusters Score -136311.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -136324.421875 Penalty: 727.265686
	Iteration 17Q: 3 clusters Score -136324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -136333.500000 Penalty: 727.265686
	Iteration 18Q: 3 clusters Score -136333.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -136337.234375 Penalty: 727.265686
	Iteration 19Q: 3 clusters Score -136337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -136341.031250 Penalty: 727.265686
	Iteration 20F: 3 clusters Score -136341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -136348.093750 Penalty: 727.265686
	Iteration 21Q: 3 clusters Score -136348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -136352.968750 Penalty: 727.265686
	Iteration 22Q: 3 clusters Score -136353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -136357.625000 Penalty: 727.265686
	Iteration 23Q: 3 clusters Score -136357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -136361.625000 Penalty: 727.265686
	Iteration 24Q: 3 clusters Score -136361.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -136364.875000 Penalty: 727.265686
	Iteration 25Q: 3 clusters Score -136364.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -136371.828125 Penalty: 727.265686
	Iteration 26Q: 3 clusters Score -136371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -136376.031250 Penalty: 727.265686
	Iteration 27Q: 3 clusters Score -136376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -136377.500000 Penalty: 727.265686
	Iteration 28Q: 3 clusters Score -136377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -136378.296875 Penalty: 727.265686
	Iteration 29Q: 3 clusters Score -136378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -136378.906250 Penalty: 727.265686
	Iteration 30Q: 3 clusters Score -136378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -136379.390625 Penalty: 727.265686
	Iteration 31Q: 3 clusters Score -136379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -136379.687500 Penalty: 727.265686
	Iteration 32Q: 3 clusters Score -136379.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -136380.015625 Penalty: 727.265686
	Iteration 33Q: 3 clusters Score -136380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -136380.015625 Penalty: 727.265686
	Iteration 34F: 3 clusters Score -136380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -90457.203125 Penalty: 348.039337
	Iteration 0F: 2 clusters Score -90457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -88957.851562 Penalty: 696.078674
	Iteration 0F: 3 clusters Score -88957.85 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -89502.171875 Penalty: 696.078674
	Iteration 1F: 3 clusters Score -89502.17 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89549.671875 Penalty: 696.078674
	Iteration 2F: 3 clusters Score -89549.67 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -89591.695312 Penalty: 696.078674
	Iteration 3Q: 3 clusters Score -89591.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -89623.414062 Penalty: 696.078674
	Iteration 4Q: 3 clusters Score -89623.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -89662.906250 Penalty: 696.078674
	Iteration 5Q: 3 clusters Score -89662.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -89708.757812 Penalty: 696.078674
	Iteration 6Q: 3 clusters Score -89708.76 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -89773.078125 Penalty: 696.078674
	Iteration 7Q: 3 clusters Score -89773.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -89821.062500 Penalty: 696.078674
	Iteration 8Q: 3 clusters Score -89821.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89850.976562 Penalty: 696.078674
	Iteration 9Q: 3 clusters Score -89850.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89872.156250 Penalty: 696.078674
	Iteration 10Q: 3 clusters Score -89872.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -89892.937500 Penalty: 696.078674
	Iteration 11Q: 3 clusters Score -89892.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -89914.125000 Penalty: 696.078674
	Iteration 12Q: 3 clusters Score -89914.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -89926.710938 Penalty: 696.078674
	Iteration 13Q: 3 clusters Score -89926.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -89940.257812 Penalty: 696.078674
	Iteration 14Q: 3 clusters Score -89940.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -89948.484375 Penalty: 696.078674
	Iteration 15Q: 3 clusters Score -89948.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -89957.390625 Penalty: 696.078674
	Iteration 16Q: 3 clusters Score -89957.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -89964.046875 Penalty: 696.078674
	Iteration 17Q: 3 clusters Score -89964.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -89968.585938 Penalty: 696.078674
	Iteration 18Q: 3 clusters Score -89968.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -89975.015625 Penalty: 696.078674
	Iteration 19Q: 3 clusters Score -89975.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -89986.046875 Penalty: 696.078674
	Iteration 20F: 3 clusters Score -89986.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -89996.460938 Penalty: 696.078674
	Iteration 21Q: 3 clusters Score -89996.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90015.210938 Penalty: 696.078674
	Iteration 22Q: 3 clusters Score -90015.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -90027.710938 Penalty: 696.078674
	Iteration 23Q: 3 clusters Score -90027.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90036.406250 Penalty: 696.078674
	Iteration 24Q: 3 clusters Score -90036.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90046.539062 Penalty: 696.078674
	Iteration 25Q: 3 clusters Score -90046.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90054.554688 Penalty: 696.078674
	Iteration 26Q: 3 clusters Score -90054.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -90061.015625 Penalty: 696.078674
	Iteration 27Q: 3 clusters Score -90061.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -90065.335938 Penalty: 696.078674
	Iteration 28Q: 3 clusters Score -90065.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90066.093750 Penalty: 696.078674
	Iteration 29Q: 3 clusters Score -90066.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90066.343750 Penalty: 696.078674
	Iteration 30Q: 3 clusters Score -90066.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90066.398438 Penalty: 696.078674
	Iteration 31Q: 3 clusters Score -90066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90066.398438 Penalty: 696.078674
	Iteration 32F: 3 clusters Score -90066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -16598.628906 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -16598.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16165.043945 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -16165.04 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16268.159180 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -16268.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16289.864258 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -16289.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16306.248047 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -16306.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16313.276367 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -16313.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16319.076172 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -16319.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16323.510742 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -16323.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16323.755859 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -16323.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16324.238281 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -16324.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16324.957031 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -16324.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16325.275391 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -16325.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16326.379883 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -16326.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16326.379883 Penalty: 539.834290
	Iteration 12F: 3 clusters Score -16326.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6316.030762 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6316.031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6092.844238 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6092.844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6150.721191 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6150.721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6163.632324 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -6163.632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6177.655762 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -6177.656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6178.760742 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -6178.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6178.760742 Penalty: 455.967834
	Iteration 5F: 3 clusters Score -6178.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -290657.343750 Penalty: 400.692291
	Iteration 0F: 2 clusters Score -290657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -286179.250000 Penalty: 801.384583
	Iteration 0F: 3 clusters Score -286179.2 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -287855.812500 Penalty: 801.384583
	Iteration 1F: 3 clusters Score -287855.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -287970.468750 Penalty: 801.384583
	Iteration 2Q: 3 clusters Score -287970.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -288125.125000 Penalty: 801.384583
	Iteration 3Q: 3 clusters Score -288125.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -288314.562500 Penalty: 801.384583
	Iteration 4F: 3 clusters Score -288314.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -288580.843750 Penalty: 801.384583
	Iteration 5F: 3 clusters Score -288580.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -288897.781250 Penalty: 801.384583
	Iteration 6F: 3 clusters Score -288897.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -289161.593750 Penalty: 801.384583
	Iteration 7F: 3 clusters Score -289161.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -289317.500000 Penalty: 801.384583
	Iteration 8Q: 3 clusters Score -289317.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -289406.500000 Penalty: 801.384583
	Iteration 9Q: 3 clusters Score -289406.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -289480.031250 Penalty: 801.384583
	Iteration 10Q: 3 clusters Score -289480 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -289549.156250 Penalty: 801.384583
	Iteration 11Q: 3 clusters Score -289549.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -289628.468750 Penalty: 801.384583
	Iteration 12Q: 3 clusters Score -289628.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -289730.625000 Penalty: 801.384583
	Iteration 13Q: 3 clusters Score -289730.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -289858.781250 Penalty: 801.384583
	Iteration 14Q: 3 clusters Score -289858.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -289990.843750 Penalty: 801.384583
	Iteration 15Q: 3 clusters Score -289990.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -290106.812500 Penalty: 801.384583
	Iteration 16Q: 3 clusters Score -290106.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -290223.312500 Penalty: 801.384583
	Iteration 17Q: 3 clusters Score -290223.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -290293.125000 Penalty: 801.384583
	Iteration 18Q: 3 clusters Score -290293.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -290331.656250 Penalty: 801.384583
	Iteration 19Q: 3 clusters Score -290331.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -290360.468750 Penalty: 801.384583
	Iteration 20F: 3 clusters Score -290360.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -290383.562500 Penalty: 801.384583
	Iteration 21Q: 3 clusters Score -290383.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -290395.250000 Penalty: 801.384583
	Iteration 22Q: 3 clusters Score -290395.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -290398.812500 Penalty: 801.384583
	Iteration 23Q: 3 clusters Score -290398.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -290402.500000 Penalty: 801.384583
	Iteration 24Q: 3 clusters Score -290402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -290405.281250 Penalty: 801.384583
	Iteration 25Q: 3 clusters Score -290405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -290407.312500 Penalty: 801.384583
	Iteration 26Q: 3 clusters Score -290407.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -290409.156250 Penalty: 801.384583
	Iteration 27Q: 3 clusters Score -290409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -290409.750000 Penalty: 801.384583
	Iteration 28Q: 3 clusters Score -290409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -290411.218750 Penalty: 801.384583
	Iteration 29Q: 3 clusters Score -290411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -290411.437500 Penalty: 801.384583
	Iteration 30Q: 3 clusters Score -290411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -290410.781250 Penalty: 801.384583
	Iteration 31Q: 3 clusters Score -290410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -290410.593750 Penalty: 801.384583
	Iteration 32Q: 3 clusters Score -290410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -290410.593750 Penalty: 801.384583
	Iteration 33F: 3 clusters Score -290410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -108971.984375 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -108972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -107349.226562 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -107349.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -107867.187500 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -107867.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -107952.562500 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -107952.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -108012.742188 Penalty: 704.202454
	Iteration 3F: 3 clusters Score -108012.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -108063.601562 Penalty: 704.202454
	Iteration 4Q: 3 clusters Score -108063.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -108107.757812 Penalty: 704.202454
	Iteration 5Q: 3 clusters Score -108107.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108158.812500 Penalty: 704.202454
	Iteration 6Q: 3 clusters Score -108158.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108200.226562 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -108200.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108229.515625 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -108229.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -108249.132812 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -108249.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -108275.265625 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -108275.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -108301.867188 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -108301.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -108320.843750 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -108320.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108339.078125 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -108339.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -108355.937500 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -108355.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108373.992188 Penalty: 704.202454
	Iteration 15Q: 3 clusters Score -108374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -108390.210938 Penalty: 704.202454
	Iteration 16Q: 3 clusters Score -108390.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108409.375000 Penalty: 704.202454
	Iteration 17Q: 3 clusters Score -108409.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -108433.109375 Penalty: 704.202454
	Iteration 18Q: 3 clusters Score -108433.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -108460.507812 Penalty: 704.202454
	Iteration 19Q: 3 clusters Score -108460.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108484.578125 Penalty: 704.202454
	Iteration 20F: 3 clusters Score -108484.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108508.625000 Penalty: 704.202454
	Iteration 21Q: 3 clusters Score -108508.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108525.656250 Penalty: 704.202454
	Iteration 22Q: 3 clusters Score -108525.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108544.195312 Penalty: 704.202454
	Iteration 23Q: 3 clusters Score -108544.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108562.562500 Penalty: 704.202454
	Iteration 24Q: 3 clusters Score -108562.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108582.695312 Penalty: 704.202454
	Iteration 25Q: 3 clusters Score -108582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108609.710938 Penalty: 704.202454
	Iteration 26Q: 3 clusters Score -108609.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -108621.468750 Penalty: 704.202454
	Iteration 27Q: 3 clusters Score -108621.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -108637.851562 Penalty: 704.202454
	Iteration 28Q: 3 clusters Score -108637.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -108654.000000 Penalty: 704.202454
	Iteration 29Q: 3 clusters Score -108654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -108672.554688 Penalty: 704.202454
	Iteration 30Q: 3 clusters Score -108672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -108682.382812 Penalty: 704.202454
	Iteration 31Q: 3 clusters Score -108682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -108686.343750 Penalty: 704.202454
	Iteration 32Q: 3 clusters Score -108686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -108689.757812 Penalty: 704.202454
	Iteration 33Q: 3 clusters Score -108689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -108694.554688 Penalty: 704.202454
	Iteration 34Q: 3 clusters Score -108694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -108698.429688 Penalty: 704.202454
	Iteration 35Q: 3 clusters Score -108698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -108701.625000 Penalty: 704.202454
	Iteration 36Q: 3 clusters Score -108701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -108702.437500 Penalty: 704.202454
	Iteration 37Q: 3 clusters Score -108702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -108704.203125 Penalty: 704.202454
	Iteration 38Q: 3 clusters Score -108704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -108706.351562 Penalty: 704.202454
	Iteration 39Q: 3 clusters Score -108706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -108706.609375 Penalty: 704.202454
	Iteration 40F: 3 clusters Score -108706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -108708.382812 Penalty: 704.202454
	Iteration 41Q: 3 clusters Score -108708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -108710.382812 Penalty: 704.202454
	Iteration 42Q: 3 clusters Score -108710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -108711.507812 Penalty: 704.202454
	Iteration 43Q: 3 clusters Score -108711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108712.617188 Penalty: 704.202454
	Iteration 44Q: 3 clusters Score -108712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -108714.679688 Penalty: 704.202454
	Iteration 45Q: 3 clusters Score -108714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -108715.507812 Penalty: 704.202454
	Iteration 46Q: 3 clusters Score -108715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -108716.062500 Penalty: 704.202454
	Iteration 47Q: 3 clusters Score -108716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -108716.062500 Penalty: 704.202454
	Iteration 48F: 3 clusters Score -108716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6198.108398 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6198.108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5958.270508 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -5958.271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6003.975586 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6003.976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6030.989746 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -6030.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6071.602539 Penalty: 465.190857
	Iteration 3F: 3 clusters Score -6071.603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6108.965820 Penalty: 465.190857
	Iteration 4F: 3 clusters Score -6108.966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6132.194336 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -6132.194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6156.926758 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -6156.927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6168.552246 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -6168.552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6179.492188 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -6179.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6185.165039 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -6185.165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6187.329590 Penalty: 465.190857
	Iteration 10Q: 3 clusters Score -6187.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6193.523438 Penalty: 465.190857
	Iteration 11Q: 3 clusters Score -6193.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6195.952637 Penalty: 465.190857
	Iteration 12Q: 3 clusters Score -6195.953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6243.454102 Penalty: 465.190857
	Iteration 13Q: 3 clusters Score -6243.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6244.630859 Penalty: 465.190857
	Iteration 14Q: 3 clusters Score -6244.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6244.630859 Penalty: 465.190857
	Iteration 15F: 3 clusters Score -6244.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 67607 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 161435 members 
Mstep: Class 8 contains 104708 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123772 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 52 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 114 members 
Entering Unmasked Estep 
Score: -23244042.000000 Penalty: 16768.777344
Splitting cluster 21 changes total score from -23244350.000000 to -23244042.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -51965.632812 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -51965.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -50998.875000 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -50998.88 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -51307.523438 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -51307.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -51426.222656 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -51426.22 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -51579.210938 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -51579.21 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -51722.312500 Penalty: 648.838928
	Iteration 4F: 3 clusters Score -51722.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -51794.660156 Penalty: 648.838928
	Iteration 5F: 3 clusters Score -51794.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -51837.457031 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -51837.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -51857.269531 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -51857.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -51861.031250 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -51861.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -51865.058594 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -51865.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -51866.160156 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -51866.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -51867.472656 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -51867.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -51867.722656 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -51867.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -51868.054688 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -51868.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -51868.472656 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -51868.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -51869.062500 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -51869.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -51869.062500 Penalty: 648.838928
	Iteration 16F: 3 clusters Score -51869.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8759.381836 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8759.382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8476.585938 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8476.586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8538.598633 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8538.599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8554.518555 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8554.519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8556.180664 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8556.181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8556.180664 Penalty: 479.375092
	Iteration 4F: 3 clusters Score -8556.181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -80646.281250 Penalty: 340.819092
	Iteration 0F: 2 clusters Score -80646.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -79292.421875 Penalty: 681.638184
	Iteration 0F: 3 clusters Score -79292.42 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -79716.125000 Penalty: 681.638184
	Iteration 1F: 3 clusters Score -79716.12 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79804.492188 Penalty: 681.638184
	Iteration 2F: 3 clusters Score -79804.49 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -79879.335938 Penalty: 681.638184
	Iteration 3F: 3 clusters Score -79879.34 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -79939.179688 Penalty: 681.638184
	Iteration 4F: 3 clusters Score -79939.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -79995.937500 Penalty: 681.638184
	Iteration 5Q: 3 clusters Score -79995.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -80055.953125 Penalty: 681.638184
	Iteration 6Q: 3 clusters Score -80055.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -80119.375000 Penalty: 681.638184
	Iteration 7Q: 3 clusters Score -80119.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -80179.898438 Penalty: 681.638184
	Iteration 8Q: 3 clusters Score -80179.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -80214.664062 Penalty: 681.638184
	Iteration 9Q: 3 clusters Score -80214.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -80237.968750 Penalty: 681.638184
	Iteration 10Q: 3 clusters Score -80237.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -80270.226562 Penalty: 681.638184
	Iteration 11Q: 3 clusters Score -80270.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -80311.851562 Penalty: 681.638184
	Iteration 12Q: 3 clusters Score -80311.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -80351.953125 Penalty: 681.638184
	Iteration 13Q: 3 clusters Score -80351.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -80378.039062 Penalty: 681.638184
	Iteration 14Q: 3 clusters Score -80378.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -80390.062500 Penalty: 681.638184
	Iteration 15Q: 3 clusters Score -80390.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -80395.937500 Penalty: 681.638184
	Iteration 16Q: 3 clusters Score -80395.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -80401.078125 Penalty: 681.638184
	Iteration 17Q: 3 clusters Score -80401.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -80405.062500 Penalty: 681.638184
	Iteration 18Q: 3 clusters Score -80405.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -80406.835938 Penalty: 681.638184
	Iteration 19Q: 3 clusters Score -80406.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -80413.234375 Penalty: 681.638184
	Iteration 20F: 3 clusters Score -80413.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -80417.265625 Penalty: 681.638184
	Iteration 21Q: 3 clusters Score -80417.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -80421.539062 Penalty: 681.638184
	Iteration 22Q: 3 clusters Score -80421.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -80423.812500 Penalty: 681.638184
	Iteration 23Q: 3 clusters Score -80423.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -80424.960938 Penalty: 681.638184
	Iteration 24Q: 3 clusters Score -80424.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -80425.234375 Penalty: 681.638184
	Iteration 25Q: 3 clusters Score -80425.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -80425.273438 Penalty: 681.638184
	Iteration 26Q: 3 clusters Score -80425.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -80425.273438 Penalty: 681.638184
	Iteration 27F: 3 clusters Score -80425.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -2059.787354 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -2059.787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1897.946533 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1897.947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1917.368530 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1917.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1928.692261 Penalty: 366.306976
	Iteration 2F: 3 clusters Score -1928.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8602.623047 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8602.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8324.127930 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8324.128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8376.383789 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8376.384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8389.702148 Penalty: 479.375092
	Iteration 2Q: 3 clusters Score -8389.702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8395.125000 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8395.125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8402.204102 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8402.204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8404.187500 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8404.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8404.187500 Penalty: 479.375092
	Iteration 6F: 3 clusters Score -8404.188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -33684.722656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -33684.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32977.214844 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -32977.21 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33207.832031 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -33207.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33264.773438 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -33264.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33290.824219 Penalty: 611.430176
	Iteration 3Q: 3 clusters Score -33290.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33313.207031 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -33313.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33334.425781 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -33334.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33367.031250 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -33367.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33391.515625 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -33391.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33409.363281 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -33409.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33417.500000 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -33417.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33422.007812 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -33422.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33424.246094 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -33424.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33426.105469 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -33426.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33428.347656 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -33428.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33432.863281 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -33432.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33440.437500 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -33440.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33448.140625 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -33448.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33451.664062 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -33451.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33453.539062 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -33453.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33455.488281 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -33455.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33456.703125 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -33456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33458.968750 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -33458.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33459.761719 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -33459.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33459.878906 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -33459.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33459.878906 Penalty: 611.430176
	Iteration 24F: 3 clusters Score -33459.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 67607 members 
Mstep: Class 6 contains 2082 members 
Mstep: Class 7 contains 161435 members 
Mstep: Class 8 contains 104708 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123772 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 402 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244370.000000 Penalty: 16169.891602
Iteration 119Q: 28 clusters Score -2.324437e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2260 members 
Mstep: Class 5 contains 67648 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 161442 members 
Mstep: Class 8 contains 104721 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123713 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6682 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1251 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244408.000000 Penalty: 16169.891602
Iteration 120F: 28 clusters Score -2.324441e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2261 members 
Mstep: Class 5 contains 67698 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 161435 members 
Mstep: Class 8 contains 104732 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123664 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 396 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244420.000000 Penalty: 16169.891602
Iteration 121Q: 28 clusters Score -2.324442e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 67749 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 161434 members 
Mstep: Class 8 contains 104741 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123619 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6689 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244436.000000 Penalty: 16169.891602
Iteration 122Q: 28 clusters Score -2.324444e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2256 members 
Mstep: Class 5 contains 67791 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 161434 members 
Mstep: Class 8 contains 104753 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123580 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 397 members 
Mstep: Class 14 contains 2033 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6690 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244460.000000 Penalty: 16169.891602
Iteration 123Q: 28 clusters Score -2.324446e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 67837 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 161445 members 
Mstep: Class 8 contains 104767 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123518 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244480.000000 Penalty: 16169.891602
Iteration 124Q: 28 clusters Score -2.324448e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 67877 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 161450 members 
Mstep: Class 8 contains 104772 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123476 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 3377 members 
Mstep: Class 13 contains 408 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 2945 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6691 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244486.000000 Penalty: 16169.891602
Iteration 125Q: 28 clusters Score -2.324449e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2246 members 
Mstep: Class 5 contains 67910 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 161447 members 
Mstep: Class 8 contains 104771 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123454 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 412 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6693 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244512.000000 Penalty: 16169.891602
Iteration 126Q: 28 clusters Score -2.324451e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 67944 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 161443 members 
Mstep: Class 8 contains 104774 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123425 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3362 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6696 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244508.000000 Penalty: 16169.891602
Iteration 127Q: 28 clusters Score -2.324451e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 67972 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 161447 members 
Mstep: Class 8 contains 104776 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123392 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244488.000000 Penalty: 16169.891602
Iteration 128Q: 28 clusters Score -2.324449e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 68007 members 
Mstep: Class 6 contains 2116 members 
Mstep: Class 7 contains 161450 members 
Mstep: Class 8 contains 104776 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123368 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 421 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244482.000000 Penalty: 16169.891602
Iteration 129Q: 28 clusters Score -2.324448e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 68044 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 161440 members 
Mstep: Class 8 contains 104782 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123342 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244518.000000 Penalty: 16169.891602
Iteration 130Q: 28 clusters Score -2.324452e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 68074 members 
Mstep: Class 6 contains 2120 members 
Mstep: Class 7 contains 161440 members 
Mstep: Class 8 contains 104785 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123323 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244552.000000 Penalty: 16169.891602
Iteration 131Q: 28 clusters Score -2.324455e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68101 members 
Mstep: Class 6 contains 2122 members 
Mstep: Class 7 contains 161447 members 
Mstep: Class 8 contains 104791 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123299 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6698 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244530.000000 Penalty: 16169.891602
Iteration 132Q: 28 clusters Score -2.324453e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68125 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 161455 members 
Mstep: Class 8 contains 104792 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123282 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6699 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244558.000000 Penalty: 16169.891602
Iteration 133Q: 28 clusters Score -2.324456e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68152 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 161468 members 
Mstep: Class 8 contains 104795 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123252 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3289 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 2932 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6700 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244588.000000 Penalty: 16169.891602
Iteration 134Q: 28 clusters Score -2.324459e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68185 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 161479 members 
Mstep: Class 8 contains 104797 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123222 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244560.000000 Penalty: 16169.891602
Iteration 135Q: 28 clusters Score -2.324456e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68224 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 161493 members 
Mstep: Class 8 contains 104795 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123182 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244592.000000 Penalty: 16169.891602
Iteration 136Q: 28 clusters Score -2.324459e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68263 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 161486 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123157 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244584.000000 Penalty: 16169.891602
Iteration 137Q: 28 clusters Score -2.324458e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68301 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 161486 members 
Mstep: Class 8 contains 104800 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123133 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244604.000000 Penalty: 16169.891602
Iteration 138Q: 28 clusters Score -2.32446e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68335 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161492 members 
Mstep: Class 8 contains 104804 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123098 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244592.000000 Penalty: 16169.891602
Iteration 139Q: 28 clusters Score -2.324459e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68369 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161498 members 
Mstep: Class 8 contains 104804 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123065 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244576.000000 Penalty: 16169.891602
Iteration 140F: 28 clusters Score -2.324458e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68396 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161505 members 
Mstep: Class 8 contains 104804 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123039 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 3218 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6703 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244594.000000 Penalty: 16169.891602
Iteration 141Q: 28 clusters Score -2.324459e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68419 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161511 members 
Mstep: Class 8 contains 104808 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 123007 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244606.000000 Penalty: 16169.891602
Iteration 142Q: 28 clusters Score -2.324461e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68446 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 161507 members 
Mstep: Class 8 contains 104810 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122986 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6700 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244622.000000 Penalty: 16169.891602
Iteration 143Q: 28 clusters Score -2.324462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68468 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161519 members 
Mstep: Class 8 contains 104811 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122958 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 3204 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6700 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244624.000000 Penalty: 16169.891602
Iteration 144Q: 28 clusters Score -2.324462e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68491 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 161525 members 
Mstep: Class 8 contains 104815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122927 members 
Mstep: Class 11 contains 3543 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244602.000000 Penalty: 16169.891602
Iteration 145Q: 28 clusters Score -2.32446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68508 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 161539 members 
Mstep: Class 8 contains 104817 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122890 members 
Mstep: Class 11 contains 3544 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244606.000000 Penalty: 16169.891602
Iteration 146Q: 28 clusters Score -2.324461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68524 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161560 members 
Mstep: Class 8 contains 104814 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122855 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244622.000000 Penalty: 16169.891602
Iteration 147Q: 28 clusters Score -2.324462e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68542 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161581 members 
Mstep: Class 8 contains 104815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122817 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244614.000000 Penalty: 16169.891602
Iteration 148Q: 28 clusters Score -2.324461e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68559 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161602 members 
Mstep: Class 8 contains 104816 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122783 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244602.000000 Penalty: 16169.891602
Iteration 149Q: 28 clusters Score -2.32446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68574 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161614 members 
Mstep: Class 8 contains 104816 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122755 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3195 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244602.000000 Penalty: 16169.891602
Iteration 150Q: 28 clusters Score -2.32446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68585 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161638 members 
Mstep: Class 8 contains 104814 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122728 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244620.000000 Penalty: 16169.891602
Iteration 151Q: 28 clusters Score -2.324462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68598 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161659 members 
Mstep: Class 8 contains 104813 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122698 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3191 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6700 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244636.000000 Penalty: 16169.891602
Iteration 152Q: 28 clusters Score -2.324464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68607 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161681 members 
Mstep: Class 8 contains 104812 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122668 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6701 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244632.000000 Penalty: 16169.891602
Iteration 153Q: 28 clusters Score -2.324463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68615 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161703 members 
Mstep: Class 8 contains 104815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122635 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244626.000000 Penalty: 16169.891602
Iteration 154Q: 28 clusters Score -2.324463e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68622 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161723 members 
Mstep: Class 8 contains 104815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122610 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6705 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244608.000000 Penalty: 16169.891602
Iteration 155Q: 28 clusters Score -2.324461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68627 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161741 members 
Mstep: Class 8 contains 104815 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122589 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244618.000000 Penalty: 16169.891602
Iteration 156Q: 28 clusters Score -2.324462e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68634 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161759 members 
Mstep: Class 8 contains 104814 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122567 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244608.000000 Penalty: 16169.891602
Iteration 157Q: 28 clusters Score -2.324461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68641 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161776 members 
Mstep: Class 8 contains 104814 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122543 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244598.000000 Penalty: 16169.891602
Iteration 158Q: 28 clusters Score -2.32446e+07 nChanged 31
Entering ConstructFrom: 
Score: -23244598.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (28616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Entering Unmasked Estep 
Score: -1274948.750000 Penalty: 466.908325
	Iteration 0F: 2 clusters Score -1274949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1255823.125000 Penalty: 933.816650
	Iteration 0F: 3 clusters Score -1255823 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1264287.250000 Penalty: 933.816650
	Iteration 1F: 3 clusters Score -1264287 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1265340.000000 Penalty: 933.816650
	Iteration 2F: 3 clusters Score -1265340 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1267095.375000 Penalty: 933.816650
	Iteration 3F: 3 clusters Score -1267095 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1269398.750000 Penalty: 933.816650
	Iteration 4F: 3 clusters Score -1269399 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1271664.125000 Penalty: 933.816650
	Iteration 5F: 3 clusters Score -1271664 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1273260.375000 Penalty: 933.816650
	Iteration 6Q: 3 clusters Score -1273260 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1273926.375000 Penalty: 933.816650
	Iteration 7Q: 3 clusters Score -1273926 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1274227.875000 Penalty: 933.816650
	Iteration 8Q: 3 clusters Score -1274228 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1274371.000000 Penalty: 933.816650
	Iteration 9Q: 3 clusters Score -1274371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1274428.750000 Penalty: 933.816650
	Iteration 10Q: 3 clusters Score -1274429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1274456.375000 Penalty: 933.816650
	Iteration 11Q: 3 clusters Score -1274456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1274471.750000 Penalty: 933.816650
	Iteration 12Q: 3 clusters Score -1274472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1274488.125000 Penalty: 933.816650
	Iteration 13Q: 3 clusters Score -1274488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1274501.250000 Penalty: 933.816650
	Iteration 14Q: 3 clusters Score -1274501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1274514.625000 Penalty: 933.816650
	Iteration 15Q: 3 clusters Score -1274515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1274517.750000 Penalty: 933.816650
	Iteration 16Q: 3 clusters Score -1274518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1274525.125000 Penalty: 933.816650
	Iteration 17Q: 3 clusters Score -1274525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1274528.875000 Penalty: 933.816650
	Iteration 18Q: 3 clusters Score -1274529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1274536.875000 Penalty: 933.816650
	Iteration 19Q: 3 clusters Score -1274537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1274540.875000 Penalty: 933.816650
	Iteration 20F: 3 clusters Score -1274541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1274541.500000 Penalty: 933.816650
	Iteration 21Q: 3 clusters Score -1274542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1274543.750000 Penalty: 933.816650
	Iteration 22Q: 3 clusters Score -1274544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1274550.625000 Penalty: 933.816650
	Iteration 23Q: 3 clusters Score -1274551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1274555.375000 Penalty: 933.816650
	Iteration 24Q: 3 clusters Score -1274555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1274563.625000 Penalty: 933.816650
	Iteration 25Q: 3 clusters Score -1274564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1274567.625000 Penalty: 933.816650
	Iteration 26Q: 3 clusters Score -1274568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1274568.625000 Penalty: 933.816650
	Iteration 27Q: 3 clusters Score -1274569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1274568.500000 Penalty: 933.816650
	Iteration 28Q: 3 clusters Score -1274568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1274570.125000 Penalty: 933.816650
	Iteration 29Q: 3 clusters Score -1274570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1274570.125000 Penalty: 933.816650
	Iteration 30F: 3 clusters Score -1274570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -8321.674805 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -8321.675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8029.480957 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -8029.481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8120.228516 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -8120.229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8151.813965 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -8151.814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8173.458496 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -8173.458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8187.495605 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -8187.496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8197.783203 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -8197.783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8211.729492 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -8211.729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8222.588867 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -8222.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8224.768555 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -8224.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8224.768555 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -8224.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -12356.982422 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -12356.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11989.979492 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -11989.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12066.031250 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -12066.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12090.214844 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -12090.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12109.659180 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -12109.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12117.768555 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -12117.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12121.858398 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -12121.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12127.558594 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -12127.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12129.807617 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -12129.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12130.995117 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -12131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12132.752930 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -12132.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12133.999023 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -12134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12135.341797 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -12135.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12136.359375 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -12136.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12137.752930 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -12137.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12138.312500 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -12138.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12142.699219 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -12142.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12148.708984 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -12148.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12150.621094 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -12150.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12151.158203 Penalty: 520.249512
	Iteration 18Q: 3 clusters Score -12151.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12152.161133 Penalty: 520.249512
	Iteration 19Q: 3 clusters Score -12152.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12159.134766 Penalty: 520.249512
	Iteration 20F: 3 clusters Score -12159.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12160.105469 Penalty: 520.249512
	Iteration 21Q: 3 clusters Score -12160.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12160.105469 Penalty: 520.249512
	Iteration 22F: 3 clusters Score -12160.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -97220.601562 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -97220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -95614.843750 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -95614.84 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -96132.937500 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -96132.94 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -96182.187500 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -96182.19 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -96227.593750 Penalty: 701.710205
	Iteration 3Q: 3 clusters Score -96227.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -96269.765625 Penalty: 701.710205
	Iteration 4Q: 3 clusters Score -96269.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -96319.828125 Penalty: 701.710205
	Iteration 5Q: 3 clusters Score -96319.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -96401.476562 Penalty: 701.710205
	Iteration 6Q: 3 clusters Score -96401.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -96487.054688 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -96487.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -96541.359375 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -96541.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -96589.476562 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -96589.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -96638.601562 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -96638.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -96672.546875 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -96672.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -96703.921875 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -96703.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -96731.570312 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -96731.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -96760.828125 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -96760.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -96782.367188 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -96782.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -96794.953125 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -96794.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -96802.226562 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -96802.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -96809.187500 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -96809.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -96818.796875 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -96818.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -96833.445312 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -96833.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -96851.320312 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -96851.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -96881.585938 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -96881.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -96917.968750 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -96917.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -96945.570312 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -96945.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -96975.453125 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -96975.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -97011.226562 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -97011.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -97037.320312 Penalty: 701.710205
	Iteration 27Q: 3 clusters Score -97037.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -97053.203125 Penalty: 701.710205
	Iteration 28Q: 3 clusters Score -97053.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -97067.984375 Penalty: 701.710205
	Iteration 29Q: 3 clusters Score -97067.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -97078.367188 Penalty: 701.710205
	Iteration 30Q: 3 clusters Score -97078.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -97084.242188 Penalty: 701.710205
	Iteration 31Q: 3 clusters Score -97084.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -97087.828125 Penalty: 701.710205
	Iteration 32Q: 3 clusters Score -97087.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -97090.531250 Penalty: 701.710205
	Iteration 33Q: 3 clusters Score -97090.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -97092.851562 Penalty: 701.710205
	Iteration 34Q: 3 clusters Score -97092.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -97094.804688 Penalty: 701.710205
	Iteration 35Q: 3 clusters Score -97094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -97097.171875 Penalty: 701.710205
	Iteration 36Q: 3 clusters Score -97097.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -97098.210938 Penalty: 701.710205
	Iteration 37Q: 3 clusters Score -97098.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -97099.718750 Penalty: 701.710205
	Iteration 38Q: 3 clusters Score -97099.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -97101.132812 Penalty: 701.710205
	Iteration 39Q: 3 clusters Score -97101.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -97104.625000 Penalty: 701.710205
	Iteration 40F: 3 clusters Score -97104.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -97105.960938 Penalty: 701.710205
	Iteration 41Q: 3 clusters Score -97105.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -97105.960938 Penalty: 701.710205
	Iteration 42F: 3 clusters Score -97105.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Entering Unmasked Estep 
Score: -3298306.250000 Penalty: 506.718018
	Iteration 0F: 2 clusters Score -3298306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -3251924.750000 Penalty: 1013.436035
	Iteration 0F: 3 clusters Score -3251925 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3272955.500000 Penalty: 1013.436035
	Iteration 1F: 3 clusters Score -3272956 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3275136.250000 Penalty: 1013.436035
	Iteration 2F: 3 clusters Score -3275136 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3278749.250000 Penalty: 1013.436035
	Iteration 3F: 3 clusters Score -3278749 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3284024.000000 Penalty: 1013.436035
	Iteration 4F: 3 clusters Score -3284024 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3289479.750000 Penalty: 1013.436035
	Iteration 5F: 3 clusters Score -3289480 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3293179.750000 Penalty: 1013.436035
	Iteration 6F: 3 clusters Score -3293180 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3295079.750000 Penalty: 1013.436035
	Iteration 7Q: 3 clusters Score -3295080 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3296138.250000 Penalty: 1013.436035
	Iteration 8Q: 3 clusters Score -3296138 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3296751.500000 Penalty: 1013.436035
	Iteration 9Q: 3 clusters Score -3296752 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3297155.250000 Penalty: 1013.436035
	Iteration 10Q: 3 clusters Score -3297155 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3297412.750000 Penalty: 1013.436035
	Iteration 11Q: 3 clusters Score -3297413 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3297578.000000 Penalty: 1013.436035
	Iteration 12Q: 3 clusters Score -3297578 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3297682.250000 Penalty: 1013.436035
	Iteration 13Q: 3 clusters Score -3297682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3297747.500000 Penalty: 1013.436035
	Iteration 14Q: 3 clusters Score -3297748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3297774.250000 Penalty: 1013.436035
	Iteration 15Q: 3 clusters Score -3297774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3297809.500000 Penalty: 1013.436035
	Iteration 16Q: 3 clusters Score -3297810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3297830.750000 Penalty: 1013.436035
	Iteration 17Q: 3 clusters Score -3297831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3297853.000000 Penalty: 1013.436035
	Iteration 18Q: 3 clusters Score -3297853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3297867.500000 Penalty: 1013.436035
	Iteration 19Q: 3 clusters Score -3297868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3297884.500000 Penalty: 1013.436035
	Iteration 20F: 3 clusters Score -3297884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3297897.750000 Penalty: 1013.436035
	Iteration 21Q: 3 clusters Score -3297898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3297918.750000 Penalty: 1013.436035
	Iteration 22Q: 3 clusters Score -3297919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3297924.000000 Penalty: 1013.436035
	Iteration 23Q: 3 clusters Score -3297924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3297936.000000 Penalty: 1013.436035
	Iteration 24Q: 3 clusters Score -3297936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3297952.750000 Penalty: 1013.436035
	Iteration 25Q: 3 clusters Score -3297953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3297959.250000 Penalty: 1013.436035
	Iteration 26Q: 3 clusters Score -3297959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3297959.250000 Penalty: 1013.436035
	Iteration 27Q: 3 clusters Score -3297959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3297956.500000 Penalty: 1013.436035
	Iteration 28Q: 3 clusters Score -3297956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3297961.000000 Penalty: 1013.436035
	Iteration 29Q: 3 clusters Score -3297961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3297959.000000 Penalty: 1013.436035
	Iteration 30Q: 3 clusters Score -3297959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3297957.500000 Penalty: 1013.436035
	Iteration 31Q: 3 clusters Score -3297958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3297958.500000 Penalty: 1013.436035
	Iteration 32Q: 3 clusters Score -3297958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3297960.750000 Penalty: 1013.436035
	Iteration 33Q: 3 clusters Score -3297961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3297960.250000 Penalty: 1013.436035
	Iteration 34Q: 3 clusters Score -3297960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3297959.250000 Penalty: 1013.436035
	Iteration 35Q: 3 clusters Score -3297959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3297959.000000 Penalty: 1013.436035
	Iteration 36Q: 3 clusters Score -3297959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3297960.000000 Penalty: 1013.436035
	Iteration 37Q: 3 clusters Score -3297960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3297960.000000 Penalty: 1013.436035
	Iteration 38F: 3 clusters Score -3297960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -94230.351562 Penalty: 348.749115
	Iteration 0F: 2 clusters Score -94230.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -92719.390625 Penalty: 697.498230
	Iteration 0F: 3 clusters Score -92719.39 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -93295.929688 Penalty: 697.498230
	Iteration 1F: 3 clusters Score -93295.93 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -93433.242188 Penalty: 697.498230
	Iteration 2F: 3 clusters Score -93433.24 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -93569.140625 Penalty: 697.498230
	Iteration 3F: 3 clusters Score -93569.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -93676.234375 Penalty: 697.498230
	Iteration 4F: 3 clusters Score -93676.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -93727.812500 Penalty: 697.498230
	Iteration 5F: 3 clusters Score -93727.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -93756.375000 Penalty: 697.498230
	Iteration 6Q: 3 clusters Score -93756.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93781.937500 Penalty: 697.498230
	Iteration 7Q: 3 clusters Score -93781.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93801.914062 Penalty: 697.498230
	Iteration 8Q: 3 clusters Score -93801.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -93814.578125 Penalty: 697.498230
	Iteration 9Q: 3 clusters Score -93814.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -93823.945312 Penalty: 697.498230
	Iteration 10Q: 3 clusters Score -93823.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -93831.468750 Penalty: 697.498230
	Iteration 11Q: 3 clusters Score -93831.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -93837.976562 Penalty: 697.498230
	Iteration 12Q: 3 clusters Score -93837.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93850.515625 Penalty: 697.498230
	Iteration 13Q: 3 clusters Score -93850.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93863.726562 Penalty: 697.498230
	Iteration 14Q: 3 clusters Score -93863.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93872.757812 Penalty: 697.498230
	Iteration 15Q: 3 clusters Score -93872.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93882.250000 Penalty: 697.498230
	Iteration 16Q: 3 clusters Score -93882.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93896.031250 Penalty: 697.498230
	Iteration 17Q: 3 clusters Score -93896.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -93905.828125 Penalty: 697.498230
	Iteration 18Q: 3 clusters Score -93905.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93912.343750 Penalty: 697.498230
	Iteration 19Q: 3 clusters Score -93912.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93919.679688 Penalty: 697.498230
	Iteration 20F: 3 clusters Score -93919.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93925.515625 Penalty: 697.498230
	Iteration 21Q: 3 clusters Score -93925.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -93932.937500 Penalty: 697.498230
	Iteration 22Q: 3 clusters Score -93932.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93936.125000 Penalty: 697.498230
	Iteration 23Q: 3 clusters Score -93936.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93941.468750 Penalty: 697.498230
	Iteration 24Q: 3 clusters Score -93941.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -93948.218750 Penalty: 697.498230
	Iteration 25Q: 3 clusters Score -93948.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -93953.781250 Penalty: 697.498230
	Iteration 26Q: 3 clusters Score -93953.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -93958.234375 Penalty: 697.498230
	Iteration 27Q: 3 clusters Score -93958.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -93960.531250 Penalty: 697.498230
	Iteration 28Q: 3 clusters Score -93960.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -93963.101562 Penalty: 697.498230
	Iteration 29Q: 3 clusters Score -93963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -93964.843750 Penalty: 697.498230
	Iteration 30Q: 3 clusters Score -93964.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -93968.640625 Penalty: 697.498230
	Iteration 31Q: 3 clusters Score -93968.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -93969.632812 Penalty: 697.498230
	Iteration 32Q: 3 clusters Score -93969.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -93970.070312 Penalty: 697.498230
	Iteration 33Q: 3 clusters Score -93970.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -93970.203125 Penalty: 697.498230
	Iteration 34Q: 3 clusters Score -93970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -93970.203125 Penalty: 697.498230
	Iteration 35F: 3 clusters Score -93970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Entering Unmasked Estep 
Score: -7472212.000000 Penalty: 545.731995
	Iteration 0F: 2 clusters Score -7472212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -7364146.500000 Penalty: 1091.463989
	Iteration 0F: 3 clusters Score -7364146 nChanged 79657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -7412912.000000 Penalty: 1091.463989
	Iteration 1F: 3 clusters Score -7412912 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -7415343.500000 Penalty: 1091.463989
	Iteration 2Q: 3 clusters Score -7415344 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -7419220.000000 Penalty: 1091.463989
	Iteration 3F: 3 clusters Score -7419220 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106763 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7425197.000000 Penalty: 1091.463989
	Iteration 4F: 3 clusters Score -7425197 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -7433879.000000 Penalty: 1091.463989
	Iteration 5F: 3 clusters Score -7433879 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123995 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -7443725.500000 Penalty: 1091.463989
	Iteration 6F: 3 clusters Score -7443726 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7451198.500000 Penalty: 1091.463989
	Iteration 7F: 3 clusters Score -7451198 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134904 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -7455397.000000 Penalty: 1091.463989
	Iteration 8Q: 3 clusters Score -7455397 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138743 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7457819.000000 Penalty: 1091.463989
	Iteration 9Q: 3 clusters Score -7457819 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142583 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7459980.000000 Penalty: 1091.463989
	Iteration 10Q: 3 clusters Score -7459980 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146308 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -7462009.000000 Penalty: 1091.463989
	Iteration 11Q: 3 clusters Score -7462009 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149716 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -7463919.500000 Penalty: 1091.463989
	Iteration 12Q: 3 clusters Score -7463920 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -7465793.500000 Penalty: 1091.463989
	Iteration 13Q: 3 clusters Score -7465794 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7467397.500000 Penalty: 1091.463989
	Iteration 14Q: 3 clusters Score -7467398 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7468758.500000 Penalty: 1091.463989
	Iteration 15Q: 3 clusters Score -7468758 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7469990.500000 Penalty: 1091.463989
	Iteration 16Q: 3 clusters Score -7469990 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160559 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7470863.000000 Penalty: 1091.463989
	Iteration 17Q: 3 clusters Score -7470863 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161296 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7471377.000000 Penalty: 1091.463989
	Iteration 18Q: 3 clusters Score -7471377 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161585 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7471605.500000 Penalty: 1091.463989
	Iteration 19Q: 3 clusters Score -7471606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161679 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7471677.500000 Penalty: 1091.463989
	Iteration 20F: 3 clusters Score -7471678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7471706.000000 Penalty: 1091.463989
	Iteration 21Q: 3 clusters Score -7471706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7471724.500000 Penalty: 1091.463989
	Iteration 22Q: 3 clusters Score -7471724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7471731.500000 Penalty: 1091.463989
	Iteration 23Q: 3 clusters Score -7471732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161738 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7471739.500000 Penalty: 1091.463989
	Iteration 24Q: 3 clusters Score -7471740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161742 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7471751.000000 Penalty: 1091.463989
	Iteration 25Q: 3 clusters Score -7471751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161743 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7471754.000000 Penalty: 1091.463989
	Iteration 26Q: 3 clusters Score -7471754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7471761.000000 Penalty: 1091.463989
	Iteration 27Q: 3 clusters Score -7471761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7471762.000000 Penalty: 1091.463989
	Iteration 28Q: 3 clusters Score -7471762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161747 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7471763.000000 Penalty: 1091.463989
	Iteration 29Q: 3 clusters Score -7471763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7471764.000000 Penalty: 1091.463989
	Iteration 30Q: 3 clusters Score -7471764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161746 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7471764.000000 Penalty: 1091.463989
	Iteration 31F: 3 clusters Score -7471764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Entering Unmasked Estep 
Score: -4918168.000000 Penalty: 525.976929
	Iteration 0F: 2 clusters Score -4918168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -4848199.000000 Penalty: 1051.953857
	Iteration 0F: 3 clusters Score -4848199 nChanged 51315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -4880061.500000 Penalty: 1051.953857
	Iteration 1F: 3 clusters Score -4880062 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -4881717.500000 Penalty: 1051.953857
	Iteration 2Q: 3 clusters Score -4881718 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -4884122.000000 Penalty: 1051.953857
	Iteration 3Q: 3 clusters Score -4884122 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -4887845.500000 Penalty: 1051.953857
	Iteration 4F: 3 clusters Score -4887846 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -4893663.500000 Penalty: 1051.953857
	Iteration 5F: 3 clusters Score -4893664 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -4900560.500000 Penalty: 1051.953857
	Iteration 6F: 3 clusters Score -4900560 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -4906150.500000 Penalty: 1051.953857
	Iteration 7F: 3 clusters Score -4906150 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -4909772.000000 Penalty: 1051.953857
	Iteration 8Q: 3 clusters Score -4909772 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -4912016.500000 Penalty: 1051.953857
	Iteration 9Q: 3 clusters Score -4912016 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -4913696.500000 Penalty: 1051.953857
	Iteration 10Q: 3 clusters Score -4913696 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -4914901.500000 Penalty: 1051.953857
	Iteration 11Q: 3 clusters Score -4914902 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -4915824.500000 Penalty: 1051.953857
	Iteration 12Q: 3 clusters Score -4915824 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -4916485.500000 Penalty: 1051.953857
	Iteration 13Q: 3 clusters Score -4916486 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 103018 members 
Entering Unmasked Estep 
Score: -4916957.000000 Penalty: 1051.953857
	Iteration 14Q: 3 clusters Score -4916957 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 103471 members 
Entering Unmasked Estep 
Score: -4917270.000000 Penalty: 1051.953857
	Iteration 15Q: 3 clusters Score -4917270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -4917485.000000 Penalty: 1051.953857
	Iteration 16Q: 3 clusters Score -4917485 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -4917629.500000 Penalty: 1051.953857
	Iteration 17Q: 3 clusters Score -4917630 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -4917720.500000 Penalty: 1051.953857
	Iteration 18Q: 3 clusters Score -4917720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -4917799.500000 Penalty: 1051.953857
	Iteration 19Q: 3 clusters Score -4917800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -4917829.000000 Penalty: 1051.953857
	Iteration 20F: 3 clusters Score -4917829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -4917844.000000 Penalty: 1051.953857
	Iteration 21Q: 3 clusters Score -4917844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -4917856.000000 Penalty: 1051.953857
	Iteration 22Q: 3 clusters Score -4917856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -4917865.000000 Penalty: 1051.953857
	Iteration 23Q: 3 clusters Score -4917865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -4917872.500000 Penalty: 1051.953857
	Iteration 24Q: 3 clusters Score -4917872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 104203 members 
Entering Unmasked Estep 
Score: -4917878.500000 Penalty: 1051.953857
	Iteration 25Q: 3 clusters Score -4917878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -4917882.500000 Penalty: 1051.953857
	Iteration 26Q: 3 clusters Score -4917882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -4917888.000000 Penalty: 1051.953857
	Iteration 27Q: 3 clusters Score -4917888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -4917896.000000 Penalty: 1051.953857
	Iteration 28Q: 3 clusters Score -4917896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -4917897.000000 Penalty: 1051.953857
	Iteration 29Q: 3 clusters Score -4917897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -4917897.000000 Penalty: 1051.953857
	Iteration 30Q: 3 clusters Score -4917897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -4917897.500000 Penalty: 1051.953857
	Iteration 31Q: 3 clusters Score -4917898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -4917896.500000 Penalty: 1051.953857
	Iteration 32Q: 3 clusters Score -4917896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -4917896.000000 Penalty: 1051.953857
	Iteration 33Q: 3 clusters Score -4917896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -4917900.500000 Penalty: 1051.953857
	Iteration 34Q: 3 clusters Score -4917900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -4917902.000000 Penalty: 1051.953857
	Iteration 35Q: 3 clusters Score -4917902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -4917902.000000 Penalty: 1051.953857
	Iteration 36Q: 3 clusters Score -4917902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -4917904.500000 Penalty: 1051.953857
	Iteration 37Q: 3 clusters Score -4917904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -4917902.500000 Penalty: 1051.953857
	Iteration 38Q: 3 clusters Score -4917902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -4917902.500000 Penalty: 1051.953857
	Iteration 39F: 3 clusters Score -4917902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -34349.343750 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -34349.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33671.476562 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -33671.48 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33937.210938 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -33937.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34004.980469 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -34004.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34038.917969 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -34038.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34060.585938 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -34060.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34074.398438 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -34074.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34084.144531 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -34084.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34097.621094 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -34097.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34113.011719 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -34113.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34127.554688 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -34127.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34141.753906 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -34141.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34156.476562 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -34156.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34167.664062 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -34167.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34172.285156 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -34172.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34176.664062 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -34176.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34181.664062 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -34181.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34185.964844 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -34185.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34186.742188 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -34186.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -34189.074219 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -34189.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34192.027344 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -34192.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34196.402344 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -34196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -34200.812500 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -34200.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -34202.589844 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -34202.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -34204.082031 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -34204.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -34205.515625 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -34205.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -34207.144531 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -34207.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -34210.433594 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -34210.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -34215.757812 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -34215.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -34223.417969 Penalty: 611.540039
	Iteration 28Q: 3 clusters Score -34223.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -34232.812500 Penalty: 611.540039
	Iteration 29Q: 3 clusters Score -34232.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -34245.621094 Penalty: 611.540039
	Iteration 30Q: 3 clusters Score -34245.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34255.800781 Penalty: 611.540039
	Iteration 31Q: 3 clusters Score -34255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -34266.910156 Penalty: 611.540039
	Iteration 32Q: 3 clusters Score -34266.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34277.152344 Penalty: 611.540039
	Iteration 33Q: 3 clusters Score -34277.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -34282.734375 Penalty: 611.540039
	Iteration 34Q: 3 clusters Score -34282.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -34284.933594 Penalty: 611.540039
	Iteration 35Q: 3 clusters Score -34284.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -34294.695312 Penalty: 611.540039
	Iteration 36Q: 3 clusters Score -34294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -34304.601562 Penalty: 611.540039
	Iteration 37Q: 3 clusters Score -34304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -34309.812500 Penalty: 611.540039
	Iteration 38Q: 3 clusters Score -34309.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -34311.457031 Penalty: 611.540039
	Iteration 39Q: 3 clusters Score -34311.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -34312.171875 Penalty: 611.540039
	Iteration 40F: 3 clusters Score -34312.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -34312.531250 Penalty: 611.540039
	Iteration 41Q: 3 clusters Score -34312.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34313.531250 Penalty: 611.540039
	Iteration 42Q: 3 clusters Score -34313.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -34314.425781 Penalty: 611.540039
	Iteration 43Q: 3 clusters Score -34314.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -34317.011719 Penalty: 611.540039
	Iteration 44Q: 3 clusters Score -34317.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -34317.851562 Penalty: 611.540039
	Iteration 45Q: 3 clusters Score -34317.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -34317.851562 Penalty: 611.540039
	Iteration 46F: 3 clusters Score -34317.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Entering Unmasked Estep 
Score: -5691995.500000 Penalty: 533.079346
	Iteration 0F: 2 clusters Score -5691996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -5609149.000000 Penalty: 1066.158691
	Iteration 0F: 3 clusters Score -5609149 nChanged 60040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5644952.500000 Penalty: 1066.158691
	Iteration 1F: 3 clusters Score -5644952 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -5646420.500000 Penalty: 1066.158691
	Iteration 2Q: 3 clusters Score -5646420 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5648321.000000 Penalty: 1066.158691
	Iteration 3Q: 3 clusters Score -5648321 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -5651163.000000 Penalty: 1066.158691
	Iteration 4Q: 3 clusters Score -5651163 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -5655699.500000 Penalty: 1066.158691
	Iteration 5F: 3 clusters Score -5655700 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -5662366.000000 Penalty: 1066.158691
	Iteration 6F: 3 clusters Score -5662366 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -5669757.500000 Penalty: 1066.158691
	Iteration 7F: 3 clusters Score -5669758 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -5674478.000000 Penalty: 1066.158691
	Iteration 8F: 3 clusters Score -5674478 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -5676684.500000 Penalty: 1066.158691
	Iteration 9Q: 3 clusters Score -5676684 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -5678121.500000 Penalty: 1066.158691
	Iteration 10Q: 3 clusters Score -5678122 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79686 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -5679493.500000 Penalty: 1066.158691
	Iteration 11Q: 3 clusters Score -5679494 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5680810.500000 Penalty: 1066.158691
	Iteration 12Q: 3 clusters Score -5680810 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5682058.000000 Penalty: 1066.158691
	Iteration 13Q: 3 clusters Score -5682058 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5683055.500000 Penalty: 1066.158691
	Iteration 14Q: 3 clusters Score -5683056 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -5683852.000000 Penalty: 1066.158691
	Iteration 15Q: 3 clusters Score -5683852 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5684435.000000 Penalty: 1066.158691
	Iteration 16Q: 3 clusters Score -5684435 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -5684870.000000 Penalty: 1066.158691
	Iteration 17Q: 3 clusters Score -5684870 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5685122.500000 Penalty: 1066.158691
	Iteration 18Q: 3 clusters Score -5685122 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -5685315.500000 Penalty: 1066.158691
	Iteration 19Q: 3 clusters Score -5685316 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5685476.000000 Penalty: 1066.158691
	Iteration 20F: 3 clusters Score -5685476 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -5685600.000000 Penalty: 1066.158691
	Iteration 21Q: 3 clusters Score -5685600 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -5685723.500000 Penalty: 1066.158691
	Iteration 22Q: 3 clusters Score -5685724 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5685817.000000 Penalty: 1066.158691
	Iteration 23Q: 3 clusters Score -5685817 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -5685880.000000 Penalty: 1066.158691
	Iteration 24Q: 3 clusters Score -5685880 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -5685931.500000 Penalty: 1066.158691
	Iteration 25Q: 3 clusters Score -5685932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5685967.500000 Penalty: 1066.158691
	Iteration 26Q: 3 clusters Score -5685968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5686067.000000 Penalty: 1066.158691
	Iteration 27Q: 3 clusters Score -5686067 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5686133.000000 Penalty: 1066.158691
	Iteration 28Q: 3 clusters Score -5686133 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -5686172.500000 Penalty: 1066.158691
	Iteration 29Q: 3 clusters Score -5686172 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5686226.000000 Penalty: 1066.158691
	Iteration 30Q: 3 clusters Score -5686226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5686271.000000 Penalty: 1066.158691
	Iteration 31Q: 3 clusters Score -5686271 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5686334.500000 Penalty: 1066.158691
	Iteration 32Q: 3 clusters Score -5686334 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -5686387.500000 Penalty: 1066.158691
	Iteration 33Q: 3 clusters Score -5686388 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -5686440.000000 Penalty: 1066.158691
	Iteration 34Q: 3 clusters Score -5686440 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5686491.500000 Penalty: 1066.158691
	Iteration 35Q: 3 clusters Score -5686492 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5686533.000000 Penalty: 1066.158691
	Iteration 36Q: 3 clusters Score -5686533 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5686590.500000 Penalty: 1066.158691
	Iteration 37Q: 3 clusters Score -5686590 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5686637.000000 Penalty: 1066.158691
	Iteration 38Q: 3 clusters Score -5686637 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5686695.500000 Penalty: 1066.158691
	Iteration 39Q: 3 clusters Score -5686696 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5686724.500000 Penalty: 1066.158691
	Iteration 40F: 3 clusters Score -5686724 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5686768.500000 Penalty: 1066.158691
	Iteration 41Q: 3 clusters Score -5686768 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -5686846.000000 Penalty: 1066.158691
	Iteration 42Q: 3 clusters Score -5686846 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -5686914.000000 Penalty: 1066.158691
	Iteration 43Q: 3 clusters Score -5686914 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5686956.500000 Penalty: 1066.158691
	Iteration 44Q: 3 clusters Score -5686956 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -5687002.500000 Penalty: 1066.158691
	Iteration 45Q: 3 clusters Score -5687002 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -5687026.500000 Penalty: 1066.158691
	Iteration 46Q: 3 clusters Score -5687026 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5687077.000000 Penalty: 1066.158691
	Iteration 47Q: 3 clusters Score -5687077 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5687134.500000 Penalty: 1066.158691
	Iteration 48Q: 3 clusters Score -5687134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5687181.000000 Penalty: 1066.158691
	Iteration 49Q: 3 clusters Score -5687181 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5687236.500000 Penalty: 1066.158691
	Iteration 50Q: 3 clusters Score -5687236 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5687279.000000 Penalty: 1066.158691
	Iteration 51Q: 3 clusters Score -5687279 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5687341.000000 Penalty: 1066.158691
	Iteration 52Q: 3 clusters Score -5687341 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5687426.000000 Penalty: 1066.158691
	Iteration 53Q: 3 clusters Score -5687426 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5687485.500000 Penalty: 1066.158691
	Iteration 54Q: 3 clusters Score -5687486 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5687510.500000 Penalty: 1066.158691
	Iteration 55Q: 3 clusters Score -5687510 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5687589.000000 Penalty: 1066.158691
	Iteration 56Q: 3 clusters Score -5687589 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5687678.500000 Penalty: 1066.158691
	Iteration 57Q: 3 clusters Score -5687678 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5687701.500000 Penalty: 1066.158691
	Iteration 58Q: 3 clusters Score -5687702 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5687745.500000 Penalty: 1066.158691
	Iteration 59Q: 3 clusters Score -5687746 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5687797.000000 Penalty: 1066.158691
	Iteration 60F: 3 clusters Score -5687797 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -5687873.500000 Penalty: 1066.158691
	Iteration 61Q: 3 clusters Score -5687874 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5687921.500000 Penalty: 1066.158691
	Iteration 62Q: 3 clusters Score -5687922 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105140 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5687979.500000 Penalty: 1066.158691
	Iteration 63Q: 3 clusters Score -5687980 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105501 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -5688042.000000 Penalty: 1066.158691
	Iteration 64Q: 3 clusters Score -5688042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5688081.000000 Penalty: 1066.158691
	Iteration 65Q: 3 clusters Score -5688081 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5688127.000000 Penalty: 1066.158691
	Iteration 66Q: 3 clusters Score -5688127 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5688184.500000 Penalty: 1066.158691
	Iteration 67Q: 3 clusters Score -5688184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5688223.000000 Penalty: 1066.158691
	Iteration 68Q: 3 clusters Score -5688223 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5688260.000000 Penalty: 1066.158691
	Iteration 69Q: 3 clusters Score -5688260 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -5688300.500000 Penalty: 1066.158691
	Iteration 70Q: 3 clusters Score -5688300 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -5688350.000000 Penalty: 1066.158691
	Iteration 71Q: 3 clusters Score -5688350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108003 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5688370.500000 Penalty: 1066.158691
	Iteration 72Q: 3 clusters Score -5688370 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5688393.000000 Penalty: 1066.158691
	Iteration 73Q: 3 clusters Score -5688393 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -5688415.500000 Penalty: 1066.158691
	Iteration 74Q: 3 clusters Score -5688416 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -5688476.000000 Penalty: 1066.158691
	Iteration 75Q: 3 clusters Score -5688476 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5688531.000000 Penalty: 1066.158691
	Iteration 76Q: 3 clusters Score -5688531 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109511 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5688595.000000 Penalty: 1066.158691
	Iteration 77Q: 3 clusters Score -5688595 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5688640.500000 Penalty: 1066.158691
	Iteration 78Q: 3 clusters Score -5688640 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5688676.000000 Penalty: 1066.158691
	Iteration 79Q: 3 clusters Score -5688676 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5688742.500000 Penalty: 1066.158691
	Iteration 80F: 3 clusters Score -5688742 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110581 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5688798.000000 Penalty: 1066.158691
	Iteration 81Q: 3 clusters Score -5688798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5688822.500000 Penalty: 1066.158691
	Iteration 82Q: 3 clusters Score -5688822 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5688858.500000 Penalty: 1066.158691
	Iteration 83Q: 3 clusters Score -5688858 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111394 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5688914.000000 Penalty: 1066.158691
	Iteration 84Q: 3 clusters Score -5688914 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5688944.000000 Penalty: 1066.158691
	Iteration 85Q: 3 clusters Score -5688944 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -5688971.000000 Penalty: 1066.158691
	Iteration 86Q: 3 clusters Score -5688971 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5689013.000000 Penalty: 1066.158691
	Iteration 87Q: 3 clusters Score -5689013 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5689056.500000 Penalty: 1066.158691
	Iteration 88Q: 3 clusters Score -5689056 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5689061.500000 Penalty: 1066.158691
	Iteration 89Q: 3 clusters Score -5689062 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5689096.500000 Penalty: 1066.158691
	Iteration 90Q: 3 clusters Score -5689096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -5689139.500000 Penalty: 1066.158691
	Iteration 91Q: 3 clusters Score -5689140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5689197.500000 Penalty: 1066.158691
	Iteration 92Q: 3 clusters Score -5689198 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113458 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5689210.000000 Penalty: 1066.158691
	Iteration 93Q: 3 clusters Score -5689210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -5689242.000000 Penalty: 1066.158691
	Iteration 94Q: 3 clusters Score -5689242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -5689292.000000 Penalty: 1066.158691
	Iteration 95Q: 3 clusters Score -5689292 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5689323.500000 Penalty: 1066.158691
	Iteration 96Q: 3 clusters Score -5689324 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -5689367.500000 Penalty: 1066.158691
	Iteration 97Q: 3 clusters Score -5689368 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114570 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -5689391.000000 Penalty: 1066.158691
	Iteration 98Q: 3 clusters Score -5689391 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -5689420.000000 Penalty: 1066.158691
	Iteration 99Q: 3 clusters Score -5689420 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -5689475.500000 Penalty: 1066.158691
	Iteration 100F: 3 clusters Score -5689476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -5689528.000000 Penalty: 1066.158691
	Iteration 101Q: 3 clusters Score -5689528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115453 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -5689569.000000 Penalty: 1066.158691
	Iteration 102Q: 3 clusters Score -5689569 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115682 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5689614.000000 Penalty: 1066.158691
	Iteration 103Q: 3 clusters Score -5689614 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5689665.000000 Penalty: 1066.158691
	Iteration 104Q: 3 clusters Score -5689665 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5689744.000000 Penalty: 1066.158691
	Iteration 105Q: 3 clusters Score -5689744 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116377 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5689813.500000 Penalty: 1066.158691
	Iteration 106Q: 3 clusters Score -5689814 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116616 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5689872.000000 Penalty: 1066.158691
	Iteration 107Q: 3 clusters Score -5689872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5689915.000000 Penalty: 1066.158691
	Iteration 108Q: 3 clusters Score -5689915 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5689962.500000 Penalty: 1066.158691
	Iteration 109Q: 3 clusters Score -5689962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5690037.500000 Penalty: 1066.158691
	Iteration 110Q: 3 clusters Score -5690038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5690082.500000 Penalty: 1066.158691
	Iteration 111Q: 3 clusters Score -5690082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117878 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -5690135.000000 Penalty: 1066.158691
	Iteration 112Q: 3 clusters Score -5690135 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5690209.500000 Penalty: 1066.158691
	Iteration 113Q: 3 clusters Score -5690210 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118402 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5690278.500000 Penalty: 1066.158691
	Iteration 114Q: 3 clusters Score -5690278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5690352.500000 Penalty: 1066.158691
	Iteration 115Q: 3 clusters Score -5690352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5690444.000000 Penalty: 1066.158691
	Iteration 116Q: 3 clusters Score -5690444 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5690550.000000 Penalty: 1066.158691
	Iteration 117Q: 3 clusters Score -5690550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5690685.500000 Penalty: 1066.158691
	Iteration 118Q: 3 clusters Score -5690686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5690820.500000 Penalty: 1066.158691
	Iteration 119Q: 3 clusters Score -5690820 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5690930.000000 Penalty: 1066.158691
	Iteration 120F: 3 clusters Score -5690930 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5691034.500000 Penalty: 1066.158691
	Iteration 121Q: 3 clusters Score -5691034 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5691132.500000 Penalty: 1066.158691
	Iteration 122Q: 3 clusters Score -5691132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5691206.500000 Penalty: 1066.158691
	Iteration 123Q: 3 clusters Score -5691206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120806 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5691300.500000 Penalty: 1066.158691
	Iteration 124Q: 3 clusters Score -5691300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5691338.500000 Penalty: 1066.158691
	Iteration 125Q: 3 clusters Score -5691338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5691390.000000 Penalty: 1066.158691
	Iteration 126Q: 3 clusters Score -5691390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5691437.000000 Penalty: 1066.158691
	Iteration 127Q: 3 clusters Score -5691437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5691471.500000 Penalty: 1066.158691
	Iteration 128Q: 3 clusters Score -5691472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5691530.500000 Penalty: 1066.158691
	Iteration 129Q: 3 clusters Score -5691530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121440 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5691597.000000 Penalty: 1066.158691
	Iteration 130Q: 3 clusters Score -5691597 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5691676.000000 Penalty: 1066.158691
	Iteration 131Q: 3 clusters Score -5691676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121569 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5691709.500000 Penalty: 1066.158691
	Iteration 132Q: 3 clusters Score -5691710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5691740.500000 Penalty: 1066.158691
	Iteration 133Q: 3 clusters Score -5691740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121634 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5691769.500000 Penalty: 1066.158691
	Iteration 134Q: 3 clusters Score -5691770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121649 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5691781.000000 Penalty: 1066.158691
	Iteration 135Q: 3 clusters Score -5691781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121656 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5691791.500000 Penalty: 1066.158691
	Iteration 136Q: 3 clusters Score -5691792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5691805.000000 Penalty: 1066.158691
	Iteration 137Q: 3 clusters Score -5691805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5691804.500000 Penalty: 1066.158691
	Iteration 138Q: 3 clusters Score -5691804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5691808.000000 Penalty: 1066.158691
	Iteration 139Q: 3 clusters Score -5691808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5691810.000000 Penalty: 1066.158691
	Iteration 140F: 3 clusters Score -5691810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5691812.500000 Penalty: 1066.158691
	Iteration 141Q: 3 clusters Score -5691812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5691818.000000 Penalty: 1066.158691
	Iteration 142Q: 3 clusters Score -5691818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5691812.000000 Penalty: 1066.158691
	Iteration 143Q: 3 clusters Score -5691812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5691817.000000 Penalty: 1066.158691
	Iteration 144Q: 3 clusters Score -5691817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121570 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5691824.500000 Penalty: 1066.158691
	Iteration 145Q: 3 clusters Score -5691824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5691836.000000 Penalty: 1066.158691
	Iteration 146Q: 3 clusters Score -5691836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5691847.000000 Penalty: 1066.158691
	Iteration 147Q: 3 clusters Score -5691847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5691849.500000 Penalty: 1066.158691
	Iteration 148Q: 3 clusters Score -5691850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5691858.500000 Penalty: 1066.158691
	Iteration 149Q: 3 clusters Score -5691858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5691864.500000 Penalty: 1066.158691
	Iteration 150Q: 3 clusters Score -5691864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121429 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5691873.000000 Penalty: 1066.158691
	Iteration 151Q: 3 clusters Score -5691873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5691884.500000 Penalty: 1066.158691
	Iteration 152Q: 3 clusters Score -5691884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121377 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5691883.000000 Penalty: 1066.158691
	Iteration 153Q: 3 clusters Score -5691883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121359 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5691902.000000 Penalty: 1066.158691
	Iteration 154Q: 3 clusters Score -5691902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5691899.500000 Penalty: 1066.158691
	Iteration 155Q: 3 clusters Score -5691900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5691906.500000 Penalty: 1066.158691
	Iteration 156Q: 3 clusters Score -5691906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5691903.500000 Penalty: 1066.158691
	Iteration 157Q: 3 clusters Score -5691904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5691905.000000 Penalty: 1066.158691
	Iteration 158Q: 3 clusters Score -5691905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121306 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5691911.000000 Penalty: 1066.158691
	Iteration 159Q: 3 clusters Score -5691911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5691912.000000 Penalty: 1066.158691
	Iteration 160F: 3 clusters Score -5691912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121287 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5691916.500000 Penalty: 1066.158691
	Iteration 161Q: 3 clusters Score -5691916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5691919.000000 Penalty: 1066.158691
	Iteration 162Q: 3 clusters Score -5691919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5691918.000000 Penalty: 1066.158691
	Iteration 163Q: 3 clusters Score -5691918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5691927.500000 Penalty: 1066.158691
	Iteration 164Q: 3 clusters Score -5691928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5691927.000000 Penalty: 1066.158691
	Iteration 165Q: 3 clusters Score -5691927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121244 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5691934.000000 Penalty: 1066.158691
	Iteration 166Q: 3 clusters Score -5691934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5691930.500000 Penalty: 1066.158691
	Iteration 167Q: 3 clusters Score -5691930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121232 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5691937.000000 Penalty: 1066.158691
	Iteration 168Q: 3 clusters Score -5691937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5691930.000000 Penalty: 1066.158691
	Iteration 169Q: 3 clusters Score -5691930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5691936.000000 Penalty: 1066.158691
	Iteration 170Q: 3 clusters Score -5691936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5691935.000000 Penalty: 1066.158691
	Iteration 171Q: 3 clusters Score -5691935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5691935.000000 Penalty: 1066.158691
	Iteration 172Q: 3 clusters Score -5691935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5691936.500000 Penalty: 1066.158691
	Iteration 173Q: 3 clusters Score -5691936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5691937.000000 Penalty: 1066.158691
	Iteration 174Q: 3 clusters Score -5691937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121212 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5691937.500000 Penalty: 1066.158691
	Iteration 175Q: 3 clusters Score -5691938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5691939.000000 Penalty: 1066.158691
	Iteration 176Q: 3 clusters Score -5691939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5691933.000000 Penalty: 1066.158691
	Iteration 177Q: 3 clusters Score -5691933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5691938.500000 Penalty: 1066.158691
	Iteration 178Q: 3 clusters Score -5691938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5691939.000000 Penalty: 1066.158691
	Iteration 179Q: 3 clusters Score -5691939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121210 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5691935.500000 Penalty: 1066.158691
	Iteration 180F: 3 clusters Score -5691936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5691936.500000 Penalty: 1066.158691
	Iteration 181Q: 3 clusters Score -5691936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5691936.500000 Penalty: 1066.158691
	Iteration 182F: 3 clusters Score -5691936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -175380.812500 Penalty: 371.884827
	Iteration 0F: 2 clusters Score -175380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -172940.734375 Penalty: 743.769653
	Iteration 0F: 3 clusters Score -172940.7 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -173871.500000 Penalty: 743.769653
	Iteration 1F: 3 clusters Score -173871.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -173999.656250 Penalty: 743.769653
	Iteration 2F: 3 clusters Score -173999.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174147.765625 Penalty: 743.769653
	Iteration 3F: 3 clusters Score -174147.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -174275.765625 Penalty: 743.769653
	Iteration 4F: 3 clusters Score -174275.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -174375.125000 Penalty: 743.769653
	Iteration 5Q: 3 clusters Score -174375.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -174458.250000 Penalty: 743.769653
	Iteration 6Q: 3 clusters Score -174458.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -174518.062500 Penalty: 743.769653
	Iteration 7Q: 3 clusters Score -174518.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -174562.390625 Penalty: 743.769653
	Iteration 8Q: 3 clusters Score -174562.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -174593.296875 Penalty: 743.769653
	Iteration 9Q: 3 clusters Score -174593.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -174616.984375 Penalty: 743.769653
	Iteration 10Q: 3 clusters Score -174617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174632.140625 Penalty: 743.769653
	Iteration 11Q: 3 clusters Score -174632.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174643.593750 Penalty: 743.769653
	Iteration 12Q: 3 clusters Score -174643.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174653.265625 Penalty: 743.769653
	Iteration 13Q: 3 clusters Score -174653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -174660.937500 Penalty: 743.769653
	Iteration 14Q: 3 clusters Score -174660.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -174673.125000 Penalty: 743.769653
	Iteration 15Q: 3 clusters Score -174673.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174690.218750 Penalty: 743.769653
	Iteration 16Q: 3 clusters Score -174690.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174709.968750 Penalty: 743.769653
	Iteration 17Q: 3 clusters Score -174710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174727.906250 Penalty: 743.769653
	Iteration 18Q: 3 clusters Score -174727.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174739.328125 Penalty: 743.769653
	Iteration 19Q: 3 clusters Score -174739.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -174747.843750 Penalty: 743.769653
	Iteration 20F: 3 clusters Score -174747.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -174763.109375 Penalty: 743.769653
	Iteration 21Q: 3 clusters Score -174763.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -174778.984375 Penalty: 743.769653
	Iteration 22Q: 3 clusters Score -174779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -174799.562500 Penalty: 743.769653
	Iteration 23Q: 3 clusters Score -174799.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174814.625000 Penalty: 743.769653
	Iteration 24Q: 3 clusters Score -174814.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -174827.718750 Penalty: 743.769653
	Iteration 25Q: 3 clusters Score -174827.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -174836.921875 Penalty: 743.769653
	Iteration 26Q: 3 clusters Score -174836.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -174846.281250 Penalty: 743.769653
	Iteration 27Q: 3 clusters Score -174846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -174850.781250 Penalty: 743.769653
	Iteration 28Q: 3 clusters Score -174850.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -174856.906250 Penalty: 743.769653
	Iteration 29Q: 3 clusters Score -174856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174862.937500 Penalty: 743.769653
	Iteration 30Q: 3 clusters Score -174862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -174870.765625 Penalty: 743.769653
	Iteration 31Q: 3 clusters Score -174870.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -174878.562500 Penalty: 743.769653
	Iteration 32Q: 3 clusters Score -174878.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -174889.890625 Penalty: 743.769653
	Iteration 33Q: 3 clusters Score -174889.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -174903.812500 Penalty: 743.769653
	Iteration 34Q: 3 clusters Score -174903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -174920.218750 Penalty: 743.769653
	Iteration 35Q: 3 clusters Score -174920.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -174933.031250 Penalty: 743.769653
	Iteration 36Q: 3 clusters Score -174933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -174948.000000 Penalty: 743.769653
	Iteration 37Q: 3 clusters Score -174948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -174965.718750 Penalty: 743.769653
	Iteration 38Q: 3 clusters Score -174965.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -174977.515625 Penalty: 743.769653
	Iteration 39Q: 3 clusters Score -174977.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -174994.781250 Penalty: 743.769653
	Iteration 40F: 3 clusters Score -174994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -175007.718750 Penalty: 743.769653
	Iteration 41Q: 3 clusters Score -175007.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -175022.218750 Penalty: 743.769653
	Iteration 42Q: 3 clusters Score -175022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -175033.515625 Penalty: 743.769653
	Iteration 43Q: 3 clusters Score -175033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -175044.265625 Penalty: 743.769653
	Iteration 44Q: 3 clusters Score -175044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -175052.187500 Penalty: 743.769653
	Iteration 45Q: 3 clusters Score -175052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -175054.359375 Penalty: 743.769653
	Iteration 46Q: 3 clusters Score -175054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -175057.484375 Penalty: 743.769653
	Iteration 47Q: 3 clusters Score -175057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -175061.250000 Penalty: 743.769653
	Iteration 48Q: 3 clusters Score -175061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -175064.265625 Penalty: 743.769653
	Iteration 49Q: 3 clusters Score -175064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -175067.593750 Penalty: 743.769653
	Iteration 50Q: 3 clusters Score -175067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -175070.187500 Penalty: 743.769653
	Iteration 51Q: 3 clusters Score -175070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -175073.031250 Penalty: 743.769653
	Iteration 52Q: 3 clusters Score -175073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -175074.375000 Penalty: 743.769653
	Iteration 53Q: 3 clusters Score -175074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -175077.015625 Penalty: 743.769653
	Iteration 54Q: 3 clusters Score -175077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -175081.656250 Penalty: 743.769653
	Iteration 55Q: 3 clusters Score -175081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -175083.375000 Penalty: 743.769653
	Iteration 56Q: 3 clusters Score -175083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -175085.906250 Penalty: 743.769653
	Iteration 57Q: 3 clusters Score -175085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -175086.718750 Penalty: 743.769653
	Iteration 58Q: 3 clusters Score -175086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -175086.843750 Penalty: 743.769653
	Iteration 59Q: 3 clusters Score -175086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -175086.843750 Penalty: 743.769653
	Iteration 60F: 3 clusters Score -175086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -152890.640625 Penalty: 367.083801
	Iteration 0F: 2 clusters Score -152890.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -150698.281250 Penalty: 734.167603
	Iteration 0F: 3 clusters Score -150698.3 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -151504.921875 Penalty: 734.167603
	Iteration 1F: 3 clusters Score -151504.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -151654.015625 Penalty: 734.167603
	Iteration 2F: 3 clusters Score -151654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -151819.187500 Penalty: 734.167603
	Iteration 3F: 3 clusters Score -151819.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -151977.375000 Penalty: 734.167603
	Iteration 4F: 3 clusters Score -151977.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -152120.531250 Penalty: 734.167603
	Iteration 5F: 3 clusters Score -152120.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -152224.953125 Penalty: 734.167603
	Iteration 6F: 3 clusters Score -152225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -152296.671875 Penalty: 734.167603
	Iteration 7Q: 3 clusters Score -152296.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -152358.671875 Penalty: 734.167603
	Iteration 8Q: 3 clusters Score -152358.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -152414.625000 Penalty: 734.167603
	Iteration 9Q: 3 clusters Score -152414.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -152472.953125 Penalty: 734.167603
	Iteration 10Q: 3 clusters Score -152473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -152531.109375 Penalty: 734.167603
	Iteration 11Q: 3 clusters Score -152531.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152568.437500 Penalty: 734.167603
	Iteration 12Q: 3 clusters Score -152568.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -152600.546875 Penalty: 734.167603
	Iteration 13Q: 3 clusters Score -152600.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -152624.734375 Penalty: 734.167603
	Iteration 14Q: 3 clusters Score -152624.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152650.703125 Penalty: 734.167603
	Iteration 15Q: 3 clusters Score -152650.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152687.734375 Penalty: 734.167603
	Iteration 16Q: 3 clusters Score -152687.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152734.234375 Penalty: 734.167603
	Iteration 17Q: 3 clusters Score -152734.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152776.656250 Penalty: 734.167603
	Iteration 18Q: 3 clusters Score -152776.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152806.968750 Penalty: 734.167603
	Iteration 19Q: 3 clusters Score -152807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152827.140625 Penalty: 734.167603
	Iteration 20F: 3 clusters Score -152827.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152839.234375 Penalty: 734.167603
	Iteration 21Q: 3 clusters Score -152839.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152855.640625 Penalty: 734.167603
	Iteration 22Q: 3 clusters Score -152855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152868.156250 Penalty: 734.167603
	Iteration 23Q: 3 clusters Score -152868.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -152875.609375 Penalty: 734.167603
	Iteration 24Q: 3 clusters Score -152875.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -152877.296875 Penalty: 734.167603
	Iteration 25Q: 3 clusters Score -152877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -152877.890625 Penalty: 734.167603
	Iteration 26Q: 3 clusters Score -152877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -152879.093750 Penalty: 734.167603
	Iteration 27Q: 3 clusters Score -152879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152879.843750 Penalty: 734.167603
	Iteration 28Q: 3 clusters Score -152879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152880.656250 Penalty: 734.167603
	Iteration 29Q: 3 clusters Score -152880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152882.640625 Penalty: 734.167603
	Iteration 30Q: 3 clusters Score -152882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -152884.671875 Penalty: 734.167603
	Iteration 31Q: 3 clusters Score -152884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152885.468750 Penalty: 734.167603
	Iteration 32Q: 3 clusters Score -152885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152885.828125 Penalty: 734.167603
	Iteration 33Q: 3 clusters Score -152885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152886.218750 Penalty: 734.167603
	Iteration 34Q: 3 clusters Score -152886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152886.078125 Penalty: 734.167603
	Iteration 35Q: 3 clusters Score -152886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152886.484375 Penalty: 734.167603
	Iteration 36Q: 3 clusters Score -152886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152886.500000 Penalty: 734.167603
	Iteration 37Q: 3 clusters Score -152886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152886.500000 Penalty: 734.167603
	Iteration 38F: 3 clusters Score -152886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -20782.570312 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -20782.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20340.117188 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -20340.12 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20425.986328 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -20425.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20457.003906 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -20457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20476.539062 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -20476.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20486.664062 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -20486.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20490.349609 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -20490.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20496.552734 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -20496.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20500.871094 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -20500.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20503.158203 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -20503.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20506.208984 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -20506.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20507.585938 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -20507.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20507.972656 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -20507.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20509.164062 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -20509.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20510.339844 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -20510.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20514.322266 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -20514.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20521.283203 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -20521.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20524.927734 Penalty: 550.310913
	Iteration 16Q: 3 clusters Score -20524.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20528.447266 Penalty: 550.310913
	Iteration 17Q: 3 clusters Score -20528.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20532.191406 Penalty: 550.310913
	Iteration 18Q: 3 clusters Score -20532.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20532.673828 Penalty: 550.310913
	Iteration 19Q: 3 clusters Score -20532.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20533.117188 Penalty: 550.310913
	Iteration 20F: 3 clusters Score -20533.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -95648.648438 Penalty: 346.316315
	Iteration 0F: 2 clusters Score -95648.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -94215.070312 Penalty: 692.632629
	Iteration 0F: 3 clusters Score -94215.07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94690.484375 Penalty: 692.632629
	Iteration 1F: 3 clusters Score -94690.48 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -94747.671875 Penalty: 692.632629
	Iteration 2F: 3 clusters Score -94747.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -94794.007812 Penalty: 692.632629
	Iteration 3Q: 3 clusters Score -94794.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -94831.906250 Penalty: 692.632629
	Iteration 4Q: 3 clusters Score -94831.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -94877.257812 Penalty: 692.632629
	Iteration 5Q: 3 clusters Score -94877.26 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -94918.437500 Penalty: 692.632629
	Iteration 6Q: 3 clusters Score -94918.44 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -94981.562500 Penalty: 692.632629
	Iteration 7Q: 3 clusters Score -94981.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95074.835938 Penalty: 692.632629
	Iteration 8Q: 3 clusters Score -95074.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95151.242188 Penalty: 692.632629
	Iteration 9Q: 3 clusters Score -95151.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95198.695312 Penalty: 692.632629
	Iteration 10Q: 3 clusters Score -95198.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95223.367188 Penalty: 692.632629
	Iteration 11Q: 3 clusters Score -95223.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95237.648438 Penalty: 692.632629
	Iteration 12Q: 3 clusters Score -95237.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95257.421875 Penalty: 692.632629
	Iteration 13Q: 3 clusters Score -95257.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -95270.585938 Penalty: 692.632629
	Iteration 14Q: 3 clusters Score -95270.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -95283.203125 Penalty: 692.632629
	Iteration 15Q: 3 clusters Score -95283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -95293.828125 Penalty: 692.632629
	Iteration 16Q: 3 clusters Score -95293.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95301.265625 Penalty: 692.632629
	Iteration 17Q: 3 clusters Score -95301.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95304.757812 Penalty: 692.632629
	Iteration 18Q: 3 clusters Score -95304.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95307.734375 Penalty: 692.632629
	Iteration 19Q: 3 clusters Score -95307.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95308.773438 Penalty: 692.632629
	Iteration 20F: 3 clusters Score -95308.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95309.992188 Penalty: 692.632629
	Iteration 21Q: 3 clusters Score -95309.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95310.734375 Penalty: 692.632629
	Iteration 22Q: 3 clusters Score -95310.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95311.492188 Penalty: 692.632629
	Iteration 23Q: 3 clusters Score -95311.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -95311.875000 Penalty: 692.632629
	Iteration 24Q: 3 clusters Score -95311.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95312.343750 Penalty: 692.632629
	Iteration 25Q: 3 clusters Score -95312.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95312.617188 Penalty: 692.632629
	Iteration 26Q: 3 clusters Score -95312.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95312.921875 Penalty: 692.632629
	Iteration 27Q: 3 clusters Score -95312.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95312.921875 Penalty: 692.632629
	Iteration 28F: 3 clusters Score -95312.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -134928.703125 Penalty: 363.091064
	Iteration 0F: 2 clusters Score -134928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -132927.500000 Penalty: 726.182129
	Iteration 0F: 3 clusters Score -132927.5 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -133686.156250 Penalty: 726.182129
	Iteration 1F: 3 clusters Score -133686.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -133835.843750 Penalty: 726.182129
	Iteration 2F: 3 clusters Score -133835.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -133958.265625 Penalty: 726.182129
	Iteration 3F: 3 clusters Score -133958.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -134063.406250 Penalty: 726.182129
	Iteration 4F: 3 clusters Score -134063.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -134150.703125 Penalty: 726.182129
	Iteration 5F: 3 clusters Score -134150.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -134209.640625 Penalty: 726.182129
	Iteration 6Q: 3 clusters Score -134209.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134268.828125 Penalty: 726.182129
	Iteration 7Q: 3 clusters Score -134268.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -134359.015625 Penalty: 726.182129
	Iteration 8Q: 3 clusters Score -134359 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -134445.546875 Penalty: 726.182129
	Iteration 9Q: 3 clusters Score -134445.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -134491.453125 Penalty: 726.182129
	Iteration 10Q: 3 clusters Score -134491.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -134516.500000 Penalty: 726.182129
	Iteration 11Q: 3 clusters Score -134516.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -134534.546875 Penalty: 726.182129
	Iteration 12Q: 3 clusters Score -134534.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -134548.609375 Penalty: 726.182129
	Iteration 13Q: 3 clusters Score -134548.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -134558.578125 Penalty: 726.182129
	Iteration 14Q: 3 clusters Score -134558.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -134565.453125 Penalty: 726.182129
	Iteration 15Q: 3 clusters Score -134565.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -134575.187500 Penalty: 726.182129
	Iteration 16Q: 3 clusters Score -134575.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -134581.796875 Penalty: 726.182129
	Iteration 17Q: 3 clusters Score -134581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -134588.687500 Penalty: 726.182129
	Iteration 18Q: 3 clusters Score -134588.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -134595.250000 Penalty: 726.182129
	Iteration 19Q: 3 clusters Score -134595.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -134602.703125 Penalty: 726.182129
	Iteration 20F: 3 clusters Score -134602.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -134613.312500 Penalty: 726.182129
	Iteration 21Q: 3 clusters Score -134613.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -134623.453125 Penalty: 726.182129
	Iteration 22Q: 3 clusters Score -134623.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -134633.031250 Penalty: 726.182129
	Iteration 23Q: 3 clusters Score -134633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -134637.625000 Penalty: 726.182129
	Iteration 24Q: 3 clusters Score -134637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -134639.937500 Penalty: 726.182129
	Iteration 25Q: 3 clusters Score -134639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -134640.906250 Penalty: 726.182129
	Iteration 26Q: 3 clusters Score -134640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -134642.140625 Penalty: 726.182129
	Iteration 27Q: 3 clusters Score -134642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -134644.234375 Penalty: 726.182129
	Iteration 28Q: 3 clusters Score -134644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -134645.625000 Penalty: 726.182129
	Iteration 29Q: 3 clusters Score -134645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -134646.984375 Penalty: 726.182129
	Iteration 30Q: 3 clusters Score -134647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -134648.015625 Penalty: 726.182129
	Iteration 31Q: 3 clusters Score -134648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -134650.515625 Penalty: 726.182129
	Iteration 32Q: 3 clusters Score -134650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -134654.593750 Penalty: 726.182129
	Iteration 33Q: 3 clusters Score -134654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -134657.578125 Penalty: 726.182129
	Iteration 34Q: 3 clusters Score -134657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -134659.203125 Penalty: 726.182129
	Iteration 35Q: 3 clusters Score -134659.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -134662.750000 Penalty: 726.182129
	Iteration 36Q: 3 clusters Score -134662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -134666.125000 Penalty: 726.182129
	Iteration 37Q: 3 clusters Score -134666.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -134673.375000 Penalty: 726.182129
	Iteration 38Q: 3 clusters Score -134673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -134679.609375 Penalty: 726.182129
	Iteration 39Q: 3 clusters Score -134679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -134683.953125 Penalty: 726.182129
	Iteration 40F: 3 clusters Score -134684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -134686.578125 Penalty: 726.182129
	Iteration 41Q: 3 clusters Score -134686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -134687.734375 Penalty: 726.182129
	Iteration 42Q: 3 clusters Score -134687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -134688.421875 Penalty: 726.182129
	Iteration 43Q: 3 clusters Score -134688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -134688.406250 Penalty: 726.182129
	Iteration 44Q: 3 clusters Score -134688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -134688.906250 Penalty: 726.182129
	Iteration 45Q: 3 clusters Score -134688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -134689.906250 Penalty: 726.182129
	Iteration 46Q: 3 clusters Score -134689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -134691.265625 Penalty: 726.182129
	Iteration 47Q: 3 clusters Score -134691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -134692.687500 Penalty: 726.182129
	Iteration 48Q: 3 clusters Score -134692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -134695.343750 Penalty: 726.182129
	Iteration 49Q: 3 clusters Score -134695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -134696.265625 Penalty: 726.182129
	Iteration 50Q: 3 clusters Score -134696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -134697.234375 Penalty: 726.182129
	Iteration 51Q: 3 clusters Score -134697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -134697.859375 Penalty: 726.182129
	Iteration 52Q: 3 clusters Score -134697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -134698.250000 Penalty: 726.182129
	Iteration 53Q: 3 clusters Score -134698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -134698.921875 Penalty: 726.182129
	Iteration 54Q: 3 clusters Score -134698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -134699.390625 Penalty: 726.182129
	Iteration 55Q: 3 clusters Score -134699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -134699.390625 Penalty: 726.182129
	Iteration 56F: 3 clusters Score -134699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -90799.226562 Penalty: 348.212433
	Iteration 0F: 2 clusters Score -90799.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -89298.242188 Penalty: 696.424866
	Iteration 0F: 3 clusters Score -89298.24 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -89767.593750 Penalty: 696.424866
	Iteration 1F: 3 clusters Score -89767.59 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -89821.265625 Penalty: 696.424866
	Iteration 2F: 3 clusters Score -89821.27 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -89872.046875 Penalty: 696.424866
	Iteration 3F: 3 clusters Score -89872.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -89918.867188 Penalty: 696.424866
	Iteration 4Q: 3 clusters Score -89918.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -89951.250000 Penalty: 696.424866
	Iteration 5Q: 3 clusters Score -89951.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -89969.726562 Penalty: 696.424866
	Iteration 6Q: 3 clusters Score -89969.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -89987.648438 Penalty: 696.424866
	Iteration 7Q: 3 clusters Score -89987.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -90014.679688 Penalty: 696.424866
	Iteration 8Q: 3 clusters Score -90014.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -90043.062500 Penalty: 696.424866
	Iteration 9Q: 3 clusters Score -90043.06 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -90069.882812 Penalty: 696.424866
	Iteration 10Q: 3 clusters Score -90069.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -90112.515625 Penalty: 696.424866
	Iteration 11Q: 3 clusters Score -90112.52 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -90166.429688 Penalty: 696.424866
	Iteration 12Q: 3 clusters Score -90166.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -90231.617188 Penalty: 696.424866
	Iteration 13Q: 3 clusters Score -90231.62 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -90286.242188 Penalty: 696.424866
	Iteration 14Q: 3 clusters Score -90286.24 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -90328.914062 Penalty: 696.424866
	Iteration 15Q: 3 clusters Score -90328.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -90363.031250 Penalty: 696.424866
	Iteration 16Q: 3 clusters Score -90363.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -90390.414062 Penalty: 696.424866
	Iteration 17Q: 3 clusters Score -90390.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -90417.664062 Penalty: 696.424866
	Iteration 18Q: 3 clusters Score -90417.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -90435.515625 Penalty: 696.424866
	Iteration 19Q: 3 clusters Score -90435.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -90450.453125 Penalty: 696.424866
	Iteration 20F: 3 clusters Score -90450.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -90468.632812 Penalty: 696.424866
	Iteration 21Q: 3 clusters Score -90468.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -90485.890625 Penalty: 696.424866
	Iteration 22Q: 3 clusters Score -90485.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -90495.023438 Penalty: 696.424866
	Iteration 23Q: 3 clusters Score -90495.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -90504.429688 Penalty: 696.424866
	Iteration 24Q: 3 clusters Score -90504.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -90508.242188 Penalty: 696.424866
	Iteration 25Q: 3 clusters Score -90508.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -90511.140625 Penalty: 696.424866
	Iteration 26Q: 3 clusters Score -90511.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -90512.750000 Penalty: 696.424866
	Iteration 27Q: 3 clusters Score -90512.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -90514.898438 Penalty: 696.424866
	Iteration 28Q: 3 clusters Score -90514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -90517.156250 Penalty: 696.424866
	Iteration 29Q: 3 clusters Score -90517.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -90520.460938 Penalty: 696.424866
	Iteration 30Q: 3 clusters Score -90520.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -90523.101562 Penalty: 696.424866
	Iteration 31Q: 3 clusters Score -90523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -90524.789062 Penalty: 696.424866
	Iteration 32Q: 3 clusters Score -90524.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -90525.843750 Penalty: 696.424866
	Iteration 33Q: 3 clusters Score -90525.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -90526.500000 Penalty: 696.424866
	Iteration 34Q: 3 clusters Score -90526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -90527.078125 Penalty: 696.424866
	Iteration 35Q: 3 clusters Score -90527.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -90527.851562 Penalty: 696.424866
	Iteration 36Q: 3 clusters Score -90527.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -90528.234375 Penalty: 696.424866
	Iteration 37Q: 3 clusters Score -90528.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -90529.132812 Penalty: 696.424866
	Iteration 38Q: 3 clusters Score -90529.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -90530.273438 Penalty: 696.424866
	Iteration 39Q: 3 clusters Score -90530.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -90532.398438 Penalty: 696.424866
	Iteration 40F: 3 clusters Score -90532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -90533.492188 Penalty: 696.424866
	Iteration 41Q: 3 clusters Score -90533.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -90534.023438 Penalty: 696.424866
	Iteration 42Q: 3 clusters Score -90534.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -90536.539062 Penalty: 696.424866
	Iteration 43Q: 3 clusters Score -90536.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -90538.937500 Penalty: 696.424866
	Iteration 44Q: 3 clusters Score -90538.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -90541.203125 Penalty: 696.424866
	Iteration 45Q: 3 clusters Score -90541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -90544.281250 Penalty: 696.424866
	Iteration 46Q: 3 clusters Score -90544.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -90546.437500 Penalty: 696.424866
	Iteration 47Q: 3 clusters Score -90546.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -90546.437500 Penalty: 696.424866
	Iteration 48F: 3 clusters Score -90546.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -16598.628906 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -16598.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16181.505859 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -16181.51 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16268.634766 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -16268.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16290.054688 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -16290.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16301.028320 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -16301.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16313.509766 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -16313.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16321.941406 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -16321.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16334.049805 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -16334.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16341.665039 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -16341.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -16348.909180 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -16348.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16359.706055 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -16359.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16367.921875 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -16367.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -16372.868164 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -16372.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16380.793945 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -16380.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16386.458984 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -16386.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -16395.085938 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -16395.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16399.312500 Penalty: 539.834290
	Iteration 15Q: 3 clusters Score -16399.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16405.632812 Penalty: 539.834290
	Iteration 16Q: 3 clusters Score -16405.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16409.103516 Penalty: 539.834290
	Iteration 17Q: 3 clusters Score -16409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16411.074219 Penalty: 539.834290
	Iteration 18Q: 3 clusters Score -16411.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -16412.238281 Penalty: 539.834290
	Iteration 19Q: 3 clusters Score -16412.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -16412.916016 Penalty: 539.834290
	Iteration 20F: 3 clusters Score -16412.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6316.030762 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6316.031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6096.747559 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6096.748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6129.089844 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6129.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6145.168945 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6145.169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6154.092773 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6154.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6155.413574 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -6155.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6156.129883 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6156.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6156.694824 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -6156.695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6156.962891 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -6156.963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6156.962891 Penalty: 455.967834
	Iteration 8F: 3 clusters Score -6156.963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -292104.593750 Penalty: 400.909821
	Iteration 0F: 2 clusters Score -292104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -287561.156250 Penalty: 801.819641
	Iteration 0F: 3 clusters Score -287561.2 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -289234.250000 Penalty: 801.819641
	Iteration 1F: 3 clusters Score -289234.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -289358.781250 Penalty: 801.819641
	Iteration 2Q: 3 clusters Score -289358.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -289500.468750 Penalty: 801.819641
	Iteration 3Q: 3 clusters Score -289500.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -289707.781250 Penalty: 801.819641
	Iteration 4F: 3 clusters Score -289707.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -289981.656250 Penalty: 801.819641
	Iteration 5F: 3 clusters Score -289981.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -290337.562500 Penalty: 801.819641
	Iteration 6F: 3 clusters Score -290337.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -290765.906250 Penalty: 801.819641
	Iteration 7F: 3 clusters Score -290765.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -291157.875000 Penalty: 801.819641
	Iteration 8F: 3 clusters Score -291157.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -291388.937500 Penalty: 801.819641
	Iteration 9Q: 3 clusters Score -291388.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -291524.437500 Penalty: 801.819641
	Iteration 10Q: 3 clusters Score -291524.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -291606.468750 Penalty: 801.819641
	Iteration 11Q: 3 clusters Score -291606.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -291655.718750 Penalty: 801.819641
	Iteration 12Q: 3 clusters Score -291655.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -291687.562500 Penalty: 801.819641
	Iteration 13Q: 3 clusters Score -291687.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -291702.531250 Penalty: 801.819641
	Iteration 14Q: 3 clusters Score -291702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -291714.312500 Penalty: 801.819641
	Iteration 15Q: 3 clusters Score -291714.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -291725.593750 Penalty: 801.819641
	Iteration 16Q: 3 clusters Score -291725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -291732.906250 Penalty: 801.819641
	Iteration 17Q: 3 clusters Score -291732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -291740.031250 Penalty: 801.819641
	Iteration 18Q: 3 clusters Score -291740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -291745.687500 Penalty: 801.819641
	Iteration 19Q: 3 clusters Score -291745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -291747.531250 Penalty: 801.819641
	Iteration 20F: 3 clusters Score -291747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -291749.187500 Penalty: 801.819641
	Iteration 21Q: 3 clusters Score -291749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -291752.281250 Penalty: 801.819641
	Iteration 22Q: 3 clusters Score -291752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -291753.875000 Penalty: 801.819641
	Iteration 23Q: 3 clusters Score -291753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -291754.750000 Penalty: 801.819641
	Iteration 24Q: 3 clusters Score -291754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -291754.812500 Penalty: 801.819641
	Iteration 25Q: 3 clusters Score -291754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -291755.843750 Penalty: 801.819641
	Iteration 26Q: 3 clusters Score -291755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -291756.531250 Penalty: 801.819641
	Iteration 27Q: 3 clusters Score -291756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -291756.531250 Penalty: 801.819641
	Iteration 28F: 3 clusters Score -291756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -109018.421875 Penalty: 352.121033
	Iteration 0F: 2 clusters Score -109018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -107370.835938 Penalty: 704.242065
	Iteration 0F: 3 clusters Score -107370.8 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107926.226562 Penalty: 704.242065
	Iteration 1F: 3 clusters Score -107926.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108015.648438 Penalty: 704.242065
	Iteration 2F: 3 clusters Score -108015.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -108132.554688 Penalty: 704.242065
	Iteration 3F: 3 clusters Score -108132.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108281.960938 Penalty: 704.242065
	Iteration 4F: 3 clusters Score -108282 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -108424.882812 Penalty: 704.242065
	Iteration 5F: 3 clusters Score -108424.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -108536.882812 Penalty: 704.242065
	Iteration 6Q: 3 clusters Score -108536.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -108610.421875 Penalty: 704.242065
	Iteration 7Q: 3 clusters Score -108610.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -108656.617188 Penalty: 704.242065
	Iteration 8Q: 3 clusters Score -108656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -108692.757812 Penalty: 704.242065
	Iteration 9Q: 3 clusters Score -108692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -108729.085938 Penalty: 704.242065
	Iteration 10Q: 3 clusters Score -108729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -108754.882812 Penalty: 704.242065
	Iteration 11Q: 3 clusters Score -108754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -108765.062500 Penalty: 704.242065
	Iteration 12Q: 3 clusters Score -108765.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -108765.062500 Penalty: 704.242065
	Iteration 13F: 3 clusters Score -108765.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6198.108398 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6198.108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5972.471191 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -5972.471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6015.380371 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6015.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6018.784668 Penalty: 465.190857
	Iteration 2Q: 3 clusters Score -6018.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6020.292480 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -6020.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6022.112793 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -6022.113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6023.173340 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -6023.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6026.602051 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -6026.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6032.106445 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -6032.106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6037.926270 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -6037.926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6041.512207 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -6041.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6042.273438 Penalty: 465.190857
	Iteration 10Q: 3 clusters Score -6042.273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6042.273438 Penalty: 465.190857
	Iteration 11F: 3 clusters Score -6042.273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -52718.210938 Penalty: 325.070526
	Iteration 0F: 2 clusters Score -52718.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -51740.812500 Penalty: 650.141052
	Iteration 0F: 3 clusters Score -51740.81 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -52008.269531 Penalty: 650.141052
	Iteration 1F: 3 clusters Score -52008.27 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -52063.050781 Penalty: 650.141052
	Iteration 2F: 3 clusters Score -52063.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -52100.902344 Penalty: 650.141052
	Iteration 3F: 3 clusters Score -52100.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52121.003906 Penalty: 650.141052
	Iteration 4Q: 3 clusters Score -52121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -52134.433594 Penalty: 650.141052
	Iteration 5Q: 3 clusters Score -52134.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52151.296875 Penalty: 650.141052
	Iteration 6Q: 3 clusters Score -52151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -52166.871094 Penalty: 650.141052
	Iteration 7Q: 3 clusters Score -52166.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -52175.035156 Penalty: 650.141052
	Iteration 8Q: 3 clusters Score -52175.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -52181.628906 Penalty: 650.141052
	Iteration 9Q: 3 clusters Score -52181.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52188.066406 Penalty: 650.141052
	Iteration 10Q: 3 clusters Score -52188.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52197.953125 Penalty: 650.141052
	Iteration 11Q: 3 clusters Score -52197.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52211.871094 Penalty: 650.141052
	Iteration 12Q: 3 clusters Score -52211.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52233.261719 Penalty: 650.141052
	Iteration 13Q: 3 clusters Score -52233.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52253.613281 Penalty: 650.141052
	Iteration 14Q: 3 clusters Score -52253.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -52267.300781 Penalty: 650.141052
	Iteration 15Q: 3 clusters Score -52267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52289.203125 Penalty: 650.141052
	Iteration 16Q: 3 clusters Score -52289.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -52307.660156 Penalty: 650.141052
	Iteration 17Q: 3 clusters Score -52307.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52330.996094 Penalty: 650.141052
	Iteration 18Q: 3 clusters Score -52331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52366.183594 Penalty: 650.141052
	Iteration 19Q: 3 clusters Score -52366.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52407.316406 Penalty: 650.141052
	Iteration 20F: 3 clusters Score -52407.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52439.398438 Penalty: 650.141052
	Iteration 21Q: 3 clusters Score -52439.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52459.804688 Penalty: 650.141052
	Iteration 22Q: 3 clusters Score -52459.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -52476.781250 Penalty: 650.141052
	Iteration 23Q: 3 clusters Score -52476.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -52491.097656 Penalty: 650.141052
	Iteration 24Q: 3 clusters Score -52491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -52505.597656 Penalty: 650.141052
	Iteration 25Q: 3 clusters Score -52505.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -52522.421875 Penalty: 650.141052
	Iteration 26Q: 3 clusters Score -52522.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -52536.136719 Penalty: 650.141052
	Iteration 27Q: 3 clusters Score -52536.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -52554.050781 Penalty: 650.141052
	Iteration 28Q: 3 clusters Score -52554.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -52565.625000 Penalty: 650.141052
	Iteration 29Q: 3 clusters Score -52565.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -52573.628906 Penalty: 650.141052
	Iteration 30Q: 3 clusters Score -52573.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -52579.429688 Penalty: 650.141052
	Iteration 31Q: 3 clusters Score -52579.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -52582.246094 Penalty: 650.141052
	Iteration 32Q: 3 clusters Score -52582.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -52585.800781 Penalty: 650.141052
	Iteration 33Q: 3 clusters Score -52585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -52589.312500 Penalty: 650.141052
	Iteration 34Q: 3 clusters Score -52589.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -52590.656250 Penalty: 650.141052
	Iteration 35Q: 3 clusters Score -52590.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -52592.046875 Penalty: 650.141052
	Iteration 36Q: 3 clusters Score -52592.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -52592.957031 Penalty: 650.141052
	Iteration 37Q: 3 clusters Score -52592.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -52593.074219 Penalty: 650.141052
	Iteration 38Q: 3 clusters Score -52593.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -52593.074219 Penalty: 650.141052
	Iteration 39F: 3 clusters Score -52593.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8759.381836 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8759.382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8459.940430 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8459.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8509.102539 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8509.103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8523.193359 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8523.193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8529.453125 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8529.453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8533.548828 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8533.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8534.824219 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8534.824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8535.358398 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -8535.358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8536.106445 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -8536.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8536.106445 Penalty: 479.375092
	Iteration 8F: 3 clusters Score -8536.106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -80818.210938 Penalty: 340.920593
	Iteration 0F: 2 clusters Score -80818.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79504.218750 Penalty: 681.841187
	Iteration 0F: 3 clusters Score -79504.22 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79915.687500 Penalty: 681.841187
	Iteration 1F: 3 clusters Score -79915.69 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -79980.484375 Penalty: 681.841187
	Iteration 2F: 3 clusters Score -79980.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -80039.234375 Penalty: 681.841187
	Iteration 3Q: 3 clusters Score -80039.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80103.898438 Penalty: 681.841187
	Iteration 4F: 3 clusters Score -80103.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -80157.867188 Penalty: 681.841187
	Iteration 5Q: 3 clusters Score -80157.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -80213.460938 Penalty: 681.841187
	Iteration 6Q: 3 clusters Score -80213.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80263.742188 Penalty: 681.841187
	Iteration 7Q: 3 clusters Score -80263.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80328.976562 Penalty: 681.841187
	Iteration 8Q: 3 clusters Score -80328.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80382.617188 Penalty: 681.841187
	Iteration 9Q: 3 clusters Score -80382.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80448.171875 Penalty: 681.841187
	Iteration 10Q: 3 clusters Score -80448.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80502.640625 Penalty: 681.841187
	Iteration 11Q: 3 clusters Score -80502.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80526.500000 Penalty: 681.841187
	Iteration 12Q: 3 clusters Score -80526.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80551.250000 Penalty: 681.841187
	Iteration 13Q: 3 clusters Score -80551.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80580.679688 Penalty: 681.841187
	Iteration 14Q: 3 clusters Score -80580.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80619.625000 Penalty: 681.841187
	Iteration 15Q: 3 clusters Score -80619.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80647.968750 Penalty: 681.841187
	Iteration 16Q: 3 clusters Score -80647.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80661.171875 Penalty: 681.841187
	Iteration 17Q: 3 clusters Score -80661.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80672.679688 Penalty: 681.841187
	Iteration 18Q: 3 clusters Score -80672.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80677.078125 Penalty: 681.841187
	Iteration 19Q: 3 clusters Score -80677.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80681.500000 Penalty: 681.841187
	Iteration 20F: 3 clusters Score -80681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80683.507812 Penalty: 681.841187
	Iteration 21Q: 3 clusters Score -80683.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80686.601562 Penalty: 681.841187
	Iteration 22Q: 3 clusters Score -80686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80687.429688 Penalty: 681.841187
	Iteration 23Q: 3 clusters Score -80687.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80687.859375 Penalty: 681.841187
	Iteration 24Q: 3 clusters Score -80687.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80687.859375 Penalty: 681.841187
	Iteration 25F: 3 clusters Score -80687.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -2059.787354 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -2059.787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1893.631592 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1893.632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1917.540283 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1917.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1926.902588 Penalty: 366.306976
	Iteration 2Q: 3 clusters Score -1926.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1926.902588 Penalty: 366.306976
	Iteration 3F: 3 clusters Score -1926.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8602.623047 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8602.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8310.937500 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8310.938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8366.848633 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8366.849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8378.578125 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8378.578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8385.985352 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8385.985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8392.197266 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8392.197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8393.634766 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -8393.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8393.634766 Penalty: 479.375092
	Iteration 6F: 3 clusters Score -8393.635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -33684.722656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -33684.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32982.253906 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -32982.25 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -33193.859375 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -33193.86 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -33258.714844 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -33258.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33304.847656 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -33304.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -33337.214844 Penalty: 611.430176
	Iteration 4F: 3 clusters Score -33337.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33368.222656 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -33368.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -33383.128906 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -33383.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -33397.144531 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -33397.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -33412.949219 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -33412.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -33432.386719 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -33432.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -33444.472656 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -33444.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -33449.488281 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -33449.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -33453.824219 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -33453.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -33458.019531 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -33458.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -33459.480469 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -33459.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -33459.886719 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -33459.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -33460.589844 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -33460.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -33461.003906 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -33461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -33461.003906 Penalty: 611.430176
	Iteration 18F: 3 clusters Score -33461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68642 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161799 members 
Mstep: Class 8 contains 104813 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122520 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244598.000000 Penalty: 16169.891602
Iteration 159Q: 28 clusters Score -2.32446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68643 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161813 members 
Mstep: Class 8 contains 104811 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122506 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6710 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244608.000000 Penalty: 16169.891602
Iteration 160F: 28 clusters Score -2.324461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68646 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161828 members 
Mstep: Class 8 contains 104810 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122490 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6712 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244608.000000 Penalty: 16169.891602
Iteration 161Q: 28 clusters Score -2.324461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68649 members 
Mstep: Class 6 contains 2132 members 
Mstep: Class 7 contains 161849 members 
Mstep: Class 8 contains 104806 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122469 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6715 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244638.000000 Penalty: 16169.891602
Iteration 162Q: 28 clusters Score -2.324464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68655 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161861 members 
Mstep: Class 8 contains 104806 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122451 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244660.000000 Penalty: 16169.891602
Iteration 163Q: 28 clusters Score -2.324466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68666 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161867 members 
Mstep: Class 8 contains 104805 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244672.000000 Penalty: 16169.891602
Iteration 164Q: 28 clusters Score -2.324467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68675 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161870 members 
Mstep: Class 8 contains 104802 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122427 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244652.000000 Penalty: 16169.891602
Iteration 165Q: 28 clusters Score -2.324465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68678 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161872 members 
Mstep: Class 8 contains 104802 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122423 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244668.000000 Penalty: 16169.891602
Iteration 166Q: 28 clusters Score -2.324467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68681 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161878 members 
Mstep: Class 8 contains 104802 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122416 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244652.000000 Penalty: 16169.891602
Iteration 167Q: 28 clusters Score -2.324465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68684 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161885 members 
Mstep: Class 8 contains 104803 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122405 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244642.000000 Penalty: 16169.891602
Iteration 168Q: 28 clusters Score -2.324464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68689 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161891 members 
Mstep: Class 8 contains 104804 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122394 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244642.000000 Penalty: 16169.891602
Iteration 169Q: 28 clusters Score -2.324464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68698 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161897 members 
Mstep: Class 8 contains 104803 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122380 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244620.000000 Penalty: 16169.891602
Iteration 170Q: 28 clusters Score -2.324462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68706 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161904 members 
Mstep: Class 8 contains 104802 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122365 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244630.000000 Penalty: 16169.891602
Iteration 171Q: 28 clusters Score -2.324463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68711 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161911 members 
Mstep: Class 8 contains 104800 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122354 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244628.000000 Penalty: 16169.891602
Iteration 172Q: 28 clusters Score -2.324463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68719 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161915 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122338 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244622.000000 Penalty: 16169.891602
Iteration 173Q: 28 clusters Score -2.324462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68730 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161912 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122329 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244622.000000 Penalty: 16169.891602
Iteration 174Q: 28 clusters Score -2.324462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68736 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161912 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122324 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244616.000000 Penalty: 16169.891602
Iteration 175Q: 28 clusters Score -2.324462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68741 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161908 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122324 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244628.000000 Penalty: 16169.891602
Iteration 176Q: 28 clusters Score -2.324463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68743 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161905 members 
Mstep: Class 8 contains 104799 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122324 members 
Mstep: Class 11 contains 3546 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244638.000000 Penalty: 16169.891602
Iteration 177Q: 28 clusters Score -2.324464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68745 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161903 members 
Mstep: Class 8 contains 104800 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122321 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244630.000000 Penalty: 16169.891602
Iteration 178Q: 28 clusters Score -2.324463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68748 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161899 members 
Mstep: Class 8 contains 104800 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122321 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244636.000000 Penalty: 16169.891602
Iteration 179Q: 28 clusters Score -2.324464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68749 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161897 members 
Mstep: Class 8 contains 104798 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122321 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244646.000000 Penalty: 16169.891602
Iteration 180F: 28 clusters Score -2.324465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68750 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161898 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122318 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244640.000000 Penalty: 16169.891602
Iteration 181Q: 28 clusters Score -2.324464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68751 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161897 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122317 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244646.000000 Penalty: 16169.891602
Iteration 182Q: 28 clusters Score -2.324465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68752 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122317 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244648.000000 Penalty: 16169.891602
Iteration 183Q: 28 clusters Score -2.324465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68754 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122315 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244648.000000 Penalty: 16169.891602
Iteration 184Q: 28 clusters Score -2.324465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68755 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122314 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244644.000000 Penalty: 16169.891602
Iteration 185Q: 28 clusters Score -2.324464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68756 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122313 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244644.000000 Penalty: 16169.891602
Iteration 186Q: 28 clusters Score -2.324464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68758 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122311 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244650.000000 Penalty: 16169.891602
Iteration 187Q: 28 clusters Score -2.324465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68759 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122310 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244638.000000 Penalty: 16169.891602
Iteration 188Q: 28 clusters Score -2.324464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68761 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161896 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122308 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244640.000000 Penalty: 16169.891602
Iteration 189Q: 28 clusters Score -2.324464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68763 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161895 members 
Mstep: Class 8 contains 104796 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122307 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244626.000000 Penalty: 16169.891602
Iteration 190Q: 28 clusters Score -2.324463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68764 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161893 members 
Mstep: Class 8 contains 104797 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122307 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244642.000000 Penalty: 16169.891602
Iteration 191Q: 28 clusters Score -2.324464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68764 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161893 members 
Mstep: Class 8 contains 104797 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122307 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23244642.000000 Penalty: 16169.891602
Iteration 192F: 28 clusters Score -2.324464e+07 nChanged 0
Entering ConstructFrom: 
Score: -23244642.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -1274721.875000 Penalty: 466.898773
	Iteration 0F: 2 clusters Score -1274722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1255765.375000 Penalty: 933.797546
	Iteration 0F: 3 clusters Score -1255765 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1263626.375000 Penalty: 933.797546
	Iteration 1F: 3 clusters Score -1263626 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1263948.125000 Penalty: 933.797546
	Iteration 2Q: 3 clusters Score -1263948 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1264288.750000 Penalty: 933.797546
	Iteration 3Q: 3 clusters Score -1264289 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1264622.750000 Penalty: 933.797546
	Iteration 4Q: 3 clusters Score -1264623 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1265013.125000 Penalty: 933.797546
	Iteration 5Q: 3 clusters Score -1265013 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1265483.000000 Penalty: 933.797546
	Iteration 6Q: 3 clusters Score -1265483 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1266155.500000 Penalty: 933.797546
	Iteration 7Q: 3 clusters Score -1266156 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1267255.750000 Penalty: 933.797546
	Iteration 8Q: 3 clusters Score -1267256 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1268720.750000 Penalty: 933.797546
	Iteration 9F: 3 clusters Score -1268721 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1269721.375000 Penalty: 933.797546
	Iteration 10F: 3 clusters Score -1269721 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1270131.500000 Penalty: 933.797546
	Iteration 11Q: 3 clusters Score -1270132 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1270320.750000 Penalty: 933.797546
	Iteration 12Q: 3 clusters Score -1270321 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1270463.500000 Penalty: 933.797546
	Iteration 13Q: 3 clusters Score -1270464 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1270577.500000 Penalty: 933.797546
	Iteration 14Q: 3 clusters Score -1270578 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1270705.000000 Penalty: 933.797546
	Iteration 15Q: 3 clusters Score -1270705 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1270821.500000 Penalty: 933.797546
	Iteration 16Q: 3 clusters Score -1270822 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1270965.250000 Penalty: 933.797546
	Iteration 17Q: 3 clusters Score -1270965 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1271094.750000 Penalty: 933.797546
	Iteration 18Q: 3 clusters Score -1271095 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -1271233.000000 Penalty: 933.797546
	Iteration 19Q: 3 clusters Score -1271233 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1271418.625000 Penalty: 933.797546
	Iteration 20F: 3 clusters Score -1271419 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1271628.000000 Penalty: 933.797546
	Iteration 21Q: 3 clusters Score -1271628 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -1271846.375000 Penalty: 933.797546
	Iteration 22Q: 3 clusters Score -1271846 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -1272103.125000 Penalty: 933.797546
	Iteration 23Q: 3 clusters Score -1272103 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1272353.250000 Penalty: 933.797546
	Iteration 24Q: 3 clusters Score -1272353 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -1272588.000000 Penalty: 933.797546
	Iteration 25Q: 3 clusters Score -1272588 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -1272814.750000 Penalty: 933.797546
	Iteration 26Q: 3 clusters Score -1272815 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -1273017.125000 Penalty: 933.797546
	Iteration 27Q: 3 clusters Score -1273017 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1273204.000000 Penalty: 933.797546
	Iteration 28Q: 3 clusters Score -1273204 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1273412.000000 Penalty: 933.797546
	Iteration 29Q: 3 clusters Score -1273412 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -1273574.250000 Penalty: 933.797546
	Iteration 30Q: 3 clusters Score -1273574 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -1273749.000000 Penalty: 933.797546
	Iteration 31Q: 3 clusters Score -1273749 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -1273891.125000 Penalty: 933.797546
	Iteration 32Q: 3 clusters Score -1273891 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -1274022.750000 Penalty: 933.797546
	Iteration 33Q: 3 clusters Score -1274023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -1274107.875000 Penalty: 933.797546
	Iteration 34Q: 3 clusters Score -1274108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -1274156.875000 Penalty: 933.797546
	Iteration 35Q: 3 clusters Score -1274157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -1274201.625000 Penalty: 933.797546
	Iteration 36Q: 3 clusters Score -1274202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -1274220.125000 Penalty: 933.797546
	Iteration 37Q: 3 clusters Score -1274220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -1274238.375000 Penalty: 933.797546
	Iteration 38Q: 3 clusters Score -1274238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -1274252.125000 Penalty: 933.797546
	Iteration 39Q: 3 clusters Score -1274252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -1274261.500000 Penalty: 933.797546
	Iteration 40F: 3 clusters Score -1274262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -1274268.250000 Penalty: 933.797546
	Iteration 41Q: 3 clusters Score -1274268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -1274272.500000 Penalty: 933.797546
	Iteration 42Q: 3 clusters Score -1274272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -1274278.250000 Penalty: 933.797546
	Iteration 43Q: 3 clusters Score -1274278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -1274283.750000 Penalty: 933.797546
	Iteration 44Q: 3 clusters Score -1274284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -1274290.000000 Penalty: 933.797546
	Iteration 45Q: 3 clusters Score -1274290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -1274294.875000 Penalty: 933.797546
	Iteration 46Q: 3 clusters Score -1274295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -1274301.000000 Penalty: 933.797546
	Iteration 47Q: 3 clusters Score -1274301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -1274309.250000 Penalty: 933.797546
	Iteration 48Q: 3 clusters Score -1274309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -1274316.750000 Penalty: 933.797546
	Iteration 49Q: 3 clusters Score -1274317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -1274322.750000 Penalty: 933.797546
	Iteration 50Q: 3 clusters Score -1274323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -1274323.750000 Penalty: 933.797546
	Iteration 51Q: 3 clusters Score -1274324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -1274326.375000 Penalty: 933.797546
	Iteration 52Q: 3 clusters Score -1274326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -1274330.125000 Penalty: 933.797546
	Iteration 53Q: 3 clusters Score -1274330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -1274334.250000 Penalty: 933.797546
	Iteration 54Q: 3 clusters Score -1274334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1274338.000000 Penalty: 933.797546
	Iteration 55Q: 3 clusters Score -1274338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -1274339.250000 Penalty: 933.797546
	Iteration 56Q: 3 clusters Score -1274339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1274341.875000 Penalty: 933.797546
	Iteration 57Q: 3 clusters Score -1274342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -1274340.750000 Penalty: 933.797546
	Iteration 58Q: 3 clusters Score -1274341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -1274341.125000 Penalty: 933.797546
	Iteration 59Q: 3 clusters Score -1274341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -1274340.875000 Penalty: 933.797546
	Iteration 60F: 3 clusters Score -1274341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -1274340.500000 Penalty: 933.797546
	Iteration 61Q: 3 clusters Score -1274340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -1274343.625000 Penalty: 933.797546
	Iteration 62Q: 3 clusters Score -1274344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -1274344.000000 Penalty: 933.797546
	Iteration 63Q: 3 clusters Score -1274344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -1274345.250000 Penalty: 933.797546
	Iteration 64Q: 3 clusters Score -1274345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -1274345.250000 Penalty: 933.797546
	Iteration 65F: 3 clusters Score -1274345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -8321.674805 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -8321.675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8045.139160 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -8045.139 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8127.035156 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -8127.035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8170.129883 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -8170.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8186.216797 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -8186.217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8193.102539 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -8193.103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8197.740234 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -8197.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8197.997070 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -8197.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8198.353516 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -8198.354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8198.353516 Penalty: 499.493347
	Iteration 8F: 3 clusters Score -8198.354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -12356.982422 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -12356.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12003.910156 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -12003.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12069.514648 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -12069.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12086.179688 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -12086.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12105.098633 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -12105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12118.627930 Penalty: 520.249512
	Iteration 4F: 3 clusters Score -12118.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12127.969727 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -12127.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12130.295898 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -12130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12132.824219 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -12132.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12134.622070 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -12134.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12134.622070 Penalty: 520.249512
	Iteration 9F: 3 clusters Score -12134.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -97220.601562 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -97220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -95632.242188 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -95632.24 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -96234.773438 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -96234.77 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -96360.109375 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -96360.11 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -96510.250000 Penalty: 701.710205
	Iteration 3F: 3 clusters Score -96510.25 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -96653.140625 Penalty: 701.710205
	Iteration 4F: 3 clusters Score -96653.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -96768.687500 Penalty: 701.710205
	Iteration 5F: 3 clusters Score -96768.69 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -96840.296875 Penalty: 701.710205
	Iteration 6Q: 3 clusters Score -96840.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -96876.601562 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -96876.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -96896.507812 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -96896.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -96905.414062 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -96905.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -96910.078125 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -96910.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -96916.312500 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -96916.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -96919.929688 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -96919.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -96924.140625 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -96924.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -96929.718750 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -96929.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -96932.367188 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -96932.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -96934.453125 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -96934.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -96937.031250 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -96937.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -96939.687500 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -96939.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -96942.000000 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -96942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -96943.867188 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -96943.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -96944.789062 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -96944.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -96945.804688 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -96945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -96946.343750 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -96946.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -96946.570312 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -96946.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -96946.593750 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -96946.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -96946.882812 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -96946.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -96946.875000 Penalty: 701.710205
	Iteration 27Q: 3 clusters Score -96946.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -96947.046875 Penalty: 701.710205
	Iteration 28Q: 3 clusters Score -96947.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -96947.046875 Penalty: 701.710205
	Iteration 29F: 3 clusters Score -96947.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Entering Unmasked Estep 
Score: -3303959.000000 Penalty: 506.798798
	Iteration 0F: 2 clusters Score -3303959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3257574.250000 Penalty: 1013.597595
	Iteration 0F: 3 clusters Score -3257574 nChanged 33531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3278445.750000 Penalty: 1013.597595
	Iteration 1F: 3 clusters Score -3278446 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3280049.500000 Penalty: 1013.597595
	Iteration 2Q: 3 clusters Score -3280050 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3282554.750000 Penalty: 1013.597595
	Iteration 3F: 3 clusters Score -3282555 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3285954.500000 Penalty: 1013.597595
	Iteration 4F: 3 clusters Score -3285954 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3289854.000000 Penalty: 1013.597595
	Iteration 5F: 3 clusters Score -3289854 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -3292949.750000 Penalty: 1013.597595
	Iteration 6F: 3 clusters Score -3292950 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3294590.750000 Penalty: 1013.597595
	Iteration 7Q: 3 clusters Score -3294591 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3295406.500000 Penalty: 1013.597595
	Iteration 8Q: 3 clusters Score -3295406 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3295916.750000 Penalty: 1013.597595
	Iteration 9Q: 3 clusters Score -3295917 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3296312.000000 Penalty: 1013.597595
	Iteration 10Q: 3 clusters Score -3296312 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3296663.000000 Penalty: 1013.597595
	Iteration 11Q: 3 clusters Score -3296663 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3297033.750000 Penalty: 1013.597595
	Iteration 12Q: 3 clusters Score -3297034 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3297339.750000 Penalty: 1013.597595
	Iteration 13Q: 3 clusters Score -3297340 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3297614.750000 Penalty: 1013.597595
	Iteration 14Q: 3 clusters Score -3297615 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3297894.250000 Penalty: 1013.597595
	Iteration 15Q: 3 clusters Score -3297894 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3298146.500000 Penalty: 1013.597595
	Iteration 16Q: 3 clusters Score -3298146 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3298364.000000 Penalty: 1013.597595
	Iteration 17Q: 3 clusters Score -3298364 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3298607.250000 Penalty: 1013.597595
	Iteration 18Q: 3 clusters Score -3298607 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3298821.000000 Penalty: 1013.597595
	Iteration 19Q: 3 clusters Score -3298821 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3299021.750000 Penalty: 1013.597595
	Iteration 20F: 3 clusters Score -3299022 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3299273.000000 Penalty: 1013.597595
	Iteration 21Q: 3 clusters Score -3299273 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3299487.000000 Penalty: 1013.597595
	Iteration 22Q: 3 clusters Score -3299487 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3299718.750000 Penalty: 1013.597595
	Iteration 23Q: 3 clusters Score -3299719 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3299937.750000 Penalty: 1013.597595
	Iteration 24Q: 3 clusters Score -3299938 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3300175.250000 Penalty: 1013.597595
	Iteration 25Q: 3 clusters Score -3300175 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3300391.500000 Penalty: 1013.597595
	Iteration 26Q: 3 clusters Score -3300392 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3300645.250000 Penalty: 1013.597595
	Iteration 27Q: 3 clusters Score -3300645 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -3300923.000000 Penalty: 1013.597595
	Iteration 28Q: 3 clusters Score -3300923 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3301204.500000 Penalty: 1013.597595
	Iteration 29Q: 3 clusters Score -3301204 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3301443.500000 Penalty: 1013.597595
	Iteration 30Q: 3 clusters Score -3301444 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3301697.000000 Penalty: 1013.597595
	Iteration 31Q: 3 clusters Score -3301697 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3301916.000000 Penalty: 1013.597595
	Iteration 32Q: 3 clusters Score -3301916 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3302134.500000 Penalty: 1013.597595
	Iteration 33Q: 3 clusters Score -3302134 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3302318.000000 Penalty: 1013.597595
	Iteration 34Q: 3 clusters Score -3302318 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3302487.500000 Penalty: 1013.597595
	Iteration 35Q: 3 clusters Score -3302488 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3302649.500000 Penalty: 1013.597595
	Iteration 36Q: 3 clusters Score -3302650 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3302801.750000 Penalty: 1013.597595
	Iteration 37Q: 3 clusters Score -3302802 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3302938.000000 Penalty: 1013.597595
	Iteration 38Q: 3 clusters Score -3302938 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3303069.500000 Penalty: 1013.597595
	Iteration 39Q: 3 clusters Score -3303070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3303144.500000 Penalty: 1013.597595
	Iteration 40F: 3 clusters Score -3303144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3303224.250000 Penalty: 1013.597595
	Iteration 41Q: 3 clusters Score -3303224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3303274.000000 Penalty: 1013.597595
	Iteration 42Q: 3 clusters Score -3303274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3303323.250000 Penalty: 1013.597595
	Iteration 43Q: 3 clusters Score -3303323 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3303372.000000 Penalty: 1013.597595
	Iteration 44Q: 3 clusters Score -3303372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3303405.000000 Penalty: 1013.597595
	Iteration 45Q: 3 clusters Score -3303405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3303434.000000 Penalty: 1013.597595
	Iteration 46Q: 3 clusters Score -3303434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3303445.000000 Penalty: 1013.597595
	Iteration 47Q: 3 clusters Score -3303445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3303455.000000 Penalty: 1013.597595
	Iteration 48Q: 3 clusters Score -3303455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3303461.500000 Penalty: 1013.597595
	Iteration 49Q: 3 clusters Score -3303462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3303470.000000 Penalty: 1013.597595
	Iteration 50Q: 3 clusters Score -3303470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3303476.250000 Penalty: 1013.597595
	Iteration 51Q: 3 clusters Score -3303476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3303483.750000 Penalty: 1013.597595
	Iteration 52Q: 3 clusters Score -3303484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3303492.250000 Penalty: 1013.597595
	Iteration 53Q: 3 clusters Score -3303492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3303497.750000 Penalty: 1013.597595
	Iteration 54Q: 3 clusters Score -3303498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3303503.500000 Penalty: 1013.597595
	Iteration 55Q: 3 clusters Score -3303504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3303508.500000 Penalty: 1013.597595
	Iteration 56Q: 3 clusters Score -3303508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3303510.250000 Penalty: 1013.597595
	Iteration 57Q: 3 clusters Score -3303510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3303516.000000 Penalty: 1013.597595
	Iteration 58Q: 3 clusters Score -3303516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3303521.750000 Penalty: 1013.597595
	Iteration 59Q: 3 clusters Score -3303522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3303525.000000 Penalty: 1013.597595
	Iteration 60F: 3 clusters Score -3303525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3303526.000000 Penalty: 1013.597595
	Iteration 61Q: 3 clusters Score -3303526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3303533.500000 Penalty: 1013.597595
	Iteration 62Q: 3 clusters Score -3303534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3303541.750000 Penalty: 1013.597595
	Iteration 63Q: 3 clusters Score -3303542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3303542.500000 Penalty: 1013.597595
	Iteration 64Q: 3 clusters Score -3303542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3303542.750000 Penalty: 1013.597595
	Iteration 65Q: 3 clusters Score -3303543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3303544.000000 Penalty: 1013.597595
	Iteration 66Q: 3 clusters Score -3303544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3303544.000000 Penalty: 1013.597595
	Iteration 67F: 3 clusters Score -3303544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -94274.320312 Penalty: 348.770447
	Iteration 0F: 2 clusters Score -94274.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -92772.304688 Penalty: 697.540894
	Iteration 0F: 3 clusters Score -92772.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -93245.750000 Penalty: 697.540894
	Iteration 1F: 3 clusters Score -93245.75 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -93310.718750 Penalty: 697.540894
	Iteration 2F: 3 clusters Score -93310.72 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -93371.039062 Penalty: 697.540894
	Iteration 3F: 3 clusters Score -93371.04 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -93435.351562 Penalty: 697.540894
	Iteration 4Q: 3 clusters Score -93435.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -93536.867188 Penalty: 697.540894
	Iteration 5F: 3 clusters Score -93536.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93633.531250 Penalty: 697.540894
	Iteration 6F: 3 clusters Score -93633.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -93700.382812 Penalty: 697.540894
	Iteration 7Q: 3 clusters Score -93700.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -93740.078125 Penalty: 697.540894
	Iteration 8Q: 3 clusters Score -93740.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93766.703125 Penalty: 697.540894
	Iteration 9Q: 3 clusters Score -93766.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -93781.523438 Penalty: 697.540894
	Iteration 10Q: 3 clusters Score -93781.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -93790.867188 Penalty: 697.540894
	Iteration 11Q: 3 clusters Score -93790.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -93798.578125 Penalty: 697.540894
	Iteration 12Q: 3 clusters Score -93798.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93804.976562 Penalty: 697.540894
	Iteration 13Q: 3 clusters Score -93804.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93811.773438 Penalty: 697.540894
	Iteration 14Q: 3 clusters Score -93811.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -93815.757812 Penalty: 697.540894
	Iteration 15Q: 3 clusters Score -93815.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93820.250000 Penalty: 697.540894
	Iteration 16Q: 3 clusters Score -93820.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93824.289062 Penalty: 697.540894
	Iteration 17Q: 3 clusters Score -93824.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -93830.843750 Penalty: 697.540894
	Iteration 18Q: 3 clusters Score -93830.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93841.039062 Penalty: 697.540894
	Iteration 19Q: 3 clusters Score -93841.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93853.851562 Penalty: 697.540894
	Iteration 20F: 3 clusters Score -93853.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93871.460938 Penalty: 697.540894
	Iteration 21Q: 3 clusters Score -93871.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93891.367188 Penalty: 697.540894
	Iteration 22Q: 3 clusters Score -93891.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93907.648438 Penalty: 697.540894
	Iteration 23Q: 3 clusters Score -93907.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93929.679688 Penalty: 697.540894
	Iteration 24Q: 3 clusters Score -93929.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93947.414062 Penalty: 697.540894
	Iteration 25Q: 3 clusters Score -93947.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93959.960938 Penalty: 697.540894
	Iteration 26Q: 3 clusters Score -93959.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -93966.437500 Penalty: 697.540894
	Iteration 27Q: 3 clusters Score -93966.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93975.226562 Penalty: 697.540894
	Iteration 28Q: 3 clusters Score -93975.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93982.289062 Penalty: 697.540894
	Iteration 29Q: 3 clusters Score -93982.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93985.750000 Penalty: 697.540894
	Iteration 30Q: 3 clusters Score -93985.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -93991.484375 Penalty: 697.540894
	Iteration 31Q: 3 clusters Score -93991.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -93993.968750 Penalty: 697.540894
	Iteration 32Q: 3 clusters Score -93993.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -93996.492188 Penalty: 697.540894
	Iteration 33Q: 3 clusters Score -93996.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -94000.250000 Penalty: 697.540894
	Iteration 34Q: 3 clusters Score -94000.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -94004.664062 Penalty: 697.540894
	Iteration 35Q: 3 clusters Score -94004.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -94011.523438 Penalty: 697.540894
	Iteration 36Q: 3 clusters Score -94011.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -94025.125000 Penalty: 697.540894
	Iteration 37Q: 3 clusters Score -94025.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -94045.585938 Penalty: 697.540894
	Iteration 38Q: 3 clusters Score -94045.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -94060.359375 Penalty: 697.540894
	Iteration 39Q: 3 clusters Score -94060.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94069.625000 Penalty: 697.540894
	Iteration 40F: 3 clusters Score -94069.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -94074.750000 Penalty: 697.540894
	Iteration 41Q: 3 clusters Score -94074.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -94080.250000 Penalty: 697.540894
	Iteration 42Q: 3 clusters Score -94080.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -94082.414062 Penalty: 697.540894
	Iteration 43Q: 3 clusters Score -94082.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -94083.093750 Penalty: 697.540894
	Iteration 44Q: 3 clusters Score -94083.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -94084.335938 Penalty: 697.540894
	Iteration 45Q: 3 clusters Score -94084.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -94084.335938 Penalty: 697.540894
	Iteration 46F: 3 clusters Score -94084.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Entering Unmasked Estep 
Score: -7476487.500000 Penalty: 545.758423
	Iteration 0F: 2 clusters Score -7476488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -7368394.000000 Penalty: 1091.516846
	Iteration 0F: 3 clusters Score -7368394 nChanged 79547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -7418978.500000 Penalty: 1091.516846
	Iteration 1F: 3 clusters Score -7418978 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -7424376.000000 Penalty: 1091.516846
	Iteration 2F: 3 clusters Score -7424376 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -7433998.500000 Penalty: 1091.516846
	Iteration 3F: 3 clusters Score -7433998 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -7447892.000000 Penalty: 1091.516846
	Iteration 4F: 3 clusters Score -7447892 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145832 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -7462070.000000 Penalty: 1091.516846
	Iteration 5F: 3 clusters Score -7462070 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154508 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -7470863.000000 Penalty: 1091.516846
	Iteration 6F: 3 clusters Score -7470863 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7474372.000000 Penalty: 1091.516846
	Iteration 7Q: 3 clusters Score -7474372 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7475515.000000 Penalty: 1091.516846
	Iteration 8Q: 3 clusters Score -7475515 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7475860.500000 Penalty: 1091.516846
	Iteration 9Q: 3 clusters Score -7475860 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160250 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7476042.500000 Penalty: 1091.516846
	Iteration 10Q: 3 clusters Score -7476042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7476162.500000 Penalty: 1091.516846
	Iteration 11Q: 3 clusters Score -7476162 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7476236.500000 Penalty: 1091.516846
	Iteration 12Q: 3 clusters Score -7476236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7476280.500000 Penalty: 1091.516846
	Iteration 13Q: 3 clusters Score -7476280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7476272.500000 Penalty: 1091.516846
	Iteration 14Q: 3 clusters Score -7476272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7476300.000000 Penalty: 1091.516846
	Iteration 15Q: 3 clusters Score -7476300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160872 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7476307.000000 Penalty: 1091.516846
	Iteration 16Q: 3 clusters Score -7476307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7476314.500000 Penalty: 1091.516846
	Iteration 17Q: 3 clusters Score -7476314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7476312.500000 Penalty: 1091.516846
	Iteration 18Q: 3 clusters Score -7476312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7476323.000000 Penalty: 1091.516846
	Iteration 19Q: 3 clusters Score -7476323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160976 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7476336.500000 Penalty: 1091.516846
	Iteration 20F: 3 clusters Score -7476336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160993 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7476342.000000 Penalty: 1091.516846
	Iteration 21Q: 3 clusters Score -7476342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7476346.000000 Penalty: 1091.516846
	Iteration 22Q: 3 clusters Score -7476346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7476347.500000 Penalty: 1091.516846
	Iteration 23Q: 3 clusters Score -7476348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161048 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7476349.000000 Penalty: 1091.516846
	Iteration 24Q: 3 clusters Score -7476349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161063 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7476341.500000 Penalty: 1091.516846
	Iteration 25Q: 3 clusters Score -7476342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7476352.500000 Penalty: 1091.516846
	Iteration 26Q: 3 clusters Score -7476352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7476356.000000 Penalty: 1091.516846
	Iteration 27Q: 3 clusters Score -7476356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7476355.500000 Penalty: 1091.516846
	Iteration 28Q: 3 clusters Score -7476356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7476358.000000 Penalty: 1091.516846
	Iteration 29Q: 3 clusters Score -7476358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7476352.500000 Penalty: 1091.516846
	Iteration 30Q: 3 clusters Score -7476352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161115 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7476360.000000 Penalty: 1091.516846
	Iteration 31Q: 3 clusters Score -7476360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7476359.000000 Penalty: 1091.516846
	Iteration 32Q: 3 clusters Score -7476359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7476358.000000 Penalty: 1091.516846
	Iteration 33Q: 3 clusters Score -7476358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161139 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7476356.000000 Penalty: 1091.516846
	Iteration 34Q: 3 clusters Score -7476356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7476351.500000 Penalty: 1091.516846
	Iteration 35Q: 3 clusters Score -7476352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161151 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7476358.500000 Penalty: 1091.516846
	Iteration 36Q: 3 clusters Score -7476358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161159 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7476361.000000 Penalty: 1091.516846
	Iteration 37Q: 3 clusters Score -7476361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7476372.500000 Penalty: 1091.516846
	Iteration 38Q: 3 clusters Score -7476372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7476370.000000 Penalty: 1091.516846
	Iteration 39Q: 3 clusters Score -7476370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7476375.000000 Penalty: 1091.516846
	Iteration 40F: 3 clusters Score -7476375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7476368.500000 Penalty: 1091.516846
	Iteration 41Q: 3 clusters Score -7476368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7476373.500000 Penalty: 1091.516846
	Iteration 42Q: 3 clusters Score -7476374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7476377.000000 Penalty: 1091.516846
	Iteration 43Q: 3 clusters Score -7476377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161200 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7476381.000000 Penalty: 1091.516846
	Iteration 44Q: 3 clusters Score -7476381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7476382.000000 Penalty: 1091.516846
	Iteration 45Q: 3 clusters Score -7476382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7476382.500000 Penalty: 1091.516846
	Iteration 46Q: 3 clusters Score -7476382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161198 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7476378.000000 Penalty: 1091.516846
	Iteration 47Q: 3 clusters Score -7476378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7476382.500000 Penalty: 1091.516846
	Iteration 48Q: 3 clusters Score -7476382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161200 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7476383.500000 Penalty: 1091.516846
	Iteration 49Q: 3 clusters Score -7476384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161200 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7476383.500000 Penalty: 1091.516846
	Iteration 50F: 3 clusters Score -7476384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Entering Unmasked Estep 
Score: -4917430.500000 Penalty: 525.969971
	Iteration 0F: 2 clusters Score -4917430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -4847555.500000 Penalty: 1051.939941
	Iteration 0F: 3 clusters Score -4847556 nChanged 51212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4880861.500000 Penalty: 1051.939941
	Iteration 1F: 3 clusters Score -4880862 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4885531.500000 Penalty: 1051.939941
	Iteration 2F: 3 clusters Score -4885532 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4893732.500000 Penalty: 1051.939941
	Iteration 3F: 3 clusters Score -4893732 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4904003.500000 Penalty: 1051.939941
	Iteration 4F: 3 clusters Score -4904004 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4912316.000000 Penalty: 1051.939941
	Iteration 5F: 3 clusters Score -4912316 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4915817.500000 Penalty: 1051.939941
	Iteration 6Q: 3 clusters Score -4915818 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4916759.500000 Penalty: 1051.939941
	Iteration 7Q: 3 clusters Score -4916760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104740 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4916895.000000 Penalty: 1051.939941
	Iteration 8Q: 3 clusters Score -4916895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4916927.000000 Penalty: 1051.939941
	Iteration 9Q: 3 clusters Score -4916927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4916938.000000 Penalty: 1051.939941
	Iteration 10Q: 3 clusters Score -4916938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4916941.500000 Penalty: 1051.939941
	Iteration 11Q: 3 clusters Score -4916942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4916944.000000 Penalty: 1051.939941
	Iteration 12Q: 3 clusters Score -4916944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4916944.000000 Penalty: 1051.939941
	Iteration 13F: 3 clusters Score -4916944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -34349.343750 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -34349.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -33641.824219 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -33641.82 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33855.246094 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -33855.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33922.207031 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -33922.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33970.277344 Penalty: 611.540039
	Iteration 3F: 3 clusters Score -33970.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34003.667969 Penalty: 611.540039
	Iteration 4F: 3 clusters Score -34003.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34026.640625 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -34026.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -34045.347656 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -34045.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -34072.914062 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -34072.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -34117.242188 Penalty: 611.540039
	Iteration 8F: 3 clusters Score -34117.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34167.066406 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -34167.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -34263.472656 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -34263.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -34317.589844 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -34317.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -34329.066406 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -34329.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -34335.808594 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -34335.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -34337.316406 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -34337.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -34337.316406 Penalty: 611.540039
	Iteration 15F: 3 clusters Score -34337.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Entering Unmasked Estep 
Score: -5682245.000000 Penalty: 533.000183
	Iteration 0F: 2 clusters Score -5682245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -5599445.500000 Penalty: 1066.000366
	Iteration 0F: 3 clusters Score -5599446 nChanged 59670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -5638348.000000 Penalty: 1066.000366
	Iteration 1F: 3 clusters Score -5638348 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -5642747.000000 Penalty: 1066.000366
	Iteration 2F: 3 clusters Score -5642747 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -5649564.500000 Penalty: 1066.000366
	Iteration 3F: 3 clusters Score -5649564 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -5658914.000000 Penalty: 1066.000366
	Iteration 4F: 3 clusters Score -5658914 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -5668503.000000 Penalty: 1066.000366
	Iteration 5F: 3 clusters Score -5668503 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -5675628.500000 Penalty: 1066.000366
	Iteration 6F: 3 clusters Score -5675628 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -5679616.000000 Penalty: 1066.000366
	Iteration 7Q: 3 clusters Score -5679616 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -5681099.000000 Penalty: 1066.000366
	Iteration 8Q: 3 clusters Score -5681099 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 121983 members 
Entering Unmasked Estep 
Score: -5681567.500000 Penalty: 1066.000366
	Iteration 9Q: 3 clusters Score -5681568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122167 members 
Entering Unmasked Estep 
Score: -5681699.000000 Penalty: 1066.000366
	Iteration 10Q: 3 clusters Score -5681699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -5681744.500000 Penalty: 1066.000366
	Iteration 11Q: 3 clusters Score -5681744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -5681774.500000 Penalty: 1066.000366
	Iteration 12Q: 3 clusters Score -5681774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -5681790.500000 Penalty: 1066.000366
	Iteration 13Q: 3 clusters Score -5681790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -5681808.000000 Penalty: 1066.000366
	Iteration 14Q: 3 clusters Score -5681808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -5681810.500000 Penalty: 1066.000366
	Iteration 15Q: 3 clusters Score -5681810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -5681816.500000 Penalty: 1066.000366
	Iteration 16Q: 3 clusters Score -5681816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -5681823.500000 Penalty: 1066.000366
	Iteration 17Q: 3 clusters Score -5681824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -5681821.000000 Penalty: 1066.000366
	Iteration 18Q: 3 clusters Score -5681821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 122245 members 
Entering Unmasked Estep 
Score: -5681821.000000 Penalty: 1066.000366
	Iteration 19F: 3 clusters Score -5681821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -175799.484375 Penalty: 372.000214
	Iteration 0F: 2 clusters Score -175799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -173349.796875 Penalty: 744.000427
	Iteration 0F: 3 clusters Score -173349.8 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -174181.437500 Penalty: 744.000427
	Iteration 1F: 3 clusters Score -174181.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -174252.078125 Penalty: 744.000427
	Iteration 2F: 3 clusters Score -174252.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -174314.312500 Penalty: 744.000427
	Iteration 3Q: 3 clusters Score -174314.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -174383.328125 Penalty: 744.000427
	Iteration 4Q: 3 clusters Score -174383.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -174454.437500 Penalty: 744.000427
	Iteration 5Q: 3 clusters Score -174454.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -174552.625000 Penalty: 744.000427
	Iteration 6Q: 3 clusters Score -174552.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -174694.531250 Penalty: 744.000427
	Iteration 7F: 3 clusters Score -174694.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -174861.421875 Penalty: 744.000427
	Iteration 8F: 3 clusters Score -174861.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -175053.515625 Penalty: 744.000427
	Iteration 9F: 3 clusters Score -175053.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -175218.343750 Penalty: 744.000427
	Iteration 10F: 3 clusters Score -175218.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -175339.468750 Penalty: 744.000427
	Iteration 11Q: 3 clusters Score -175339.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -175422.015625 Penalty: 744.000427
	Iteration 12Q: 3 clusters Score -175422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -175456.937500 Penalty: 744.000427
	Iteration 13Q: 3 clusters Score -175456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -175464.296875 Penalty: 744.000427
	Iteration 14Q: 3 clusters Score -175464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -175466.890625 Penalty: 744.000427
	Iteration 15Q: 3 clusters Score -175466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -175467.734375 Penalty: 744.000427
	Iteration 16Q: 3 clusters Score -175467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -175468.781250 Penalty: 744.000427
	Iteration 17Q: 3 clusters Score -175468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -175470.718750 Penalty: 744.000427
	Iteration 18Q: 3 clusters Score -175470.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -175470.718750 Penalty: 744.000427
	Iteration 19F: 3 clusters Score -175470.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -152635.828125 Penalty: 366.998138
	Iteration 0F: 2 clusters Score -152635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -150448.765625 Penalty: 733.996277
	Iteration 0F: 3 clusters Score -150448.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -151332.953125 Penalty: 733.996277
	Iteration 1F: 3 clusters Score -151333 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -151567.875000 Penalty: 733.996277
	Iteration 2F: 3 clusters Score -151567.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -151786.140625 Penalty: 733.996277
	Iteration 3F: 3 clusters Score -151786.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -152011.031250 Penalty: 733.996277
	Iteration 4F: 3 clusters Score -152011 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -152160.796875 Penalty: 733.996277
	Iteration 5F: 3 clusters Score -152160.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -152235.671875 Penalty: 733.996277
	Iteration 6Q: 3 clusters Score -152235.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -152265.765625 Penalty: 733.996277
	Iteration 7Q: 3 clusters Score -152265.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -152283.281250 Penalty: 733.996277
	Iteration 8Q: 3 clusters Score -152283.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -152295.406250 Penalty: 733.996277
	Iteration 9Q: 3 clusters Score -152295.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -152308.906250 Penalty: 733.996277
	Iteration 10Q: 3 clusters Score -152308.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -152318.937500 Penalty: 733.996277
	Iteration 11Q: 3 clusters Score -152318.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -152327.937500 Penalty: 733.996277
	Iteration 12Q: 3 clusters Score -152327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -152335.703125 Penalty: 733.996277
	Iteration 13Q: 3 clusters Score -152335.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -152341.156250 Penalty: 733.996277
	Iteration 14Q: 3 clusters Score -152341.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -152345.359375 Penalty: 733.996277
	Iteration 15Q: 3 clusters Score -152345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -152347.375000 Penalty: 733.996277
	Iteration 16Q: 3 clusters Score -152347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -152350.156250 Penalty: 733.996277
	Iteration 17Q: 3 clusters Score -152350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -152353.343750 Penalty: 733.996277
	Iteration 18Q: 3 clusters Score -152353.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -152358.046875 Penalty: 733.996277
	Iteration 19Q: 3 clusters Score -152358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -152362.328125 Penalty: 733.996277
	Iteration 20F: 3 clusters Score -152362.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -152367.750000 Penalty: 733.996277
	Iteration 21Q: 3 clusters Score -152367.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -152373.640625 Penalty: 733.996277
	Iteration 22Q: 3 clusters Score -152373.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -152378.140625 Penalty: 733.996277
	Iteration 23Q: 3 clusters Score -152378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -152383.109375 Penalty: 733.996277
	Iteration 24Q: 3 clusters Score -152383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -152386.500000 Penalty: 733.996277
	Iteration 25Q: 3 clusters Score -152386.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -152393.437500 Penalty: 733.996277
	Iteration 26Q: 3 clusters Score -152393.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -152399.062500 Penalty: 733.996277
	Iteration 27Q: 3 clusters Score -152399.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -152406.687500 Penalty: 733.996277
	Iteration 28Q: 3 clusters Score -152406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -152411.328125 Penalty: 733.996277
	Iteration 29Q: 3 clusters Score -152411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -152413.578125 Penalty: 733.996277
	Iteration 30Q: 3 clusters Score -152413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -152414.593750 Penalty: 733.996277
	Iteration 31Q: 3 clusters Score -152414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -152415.187500 Penalty: 733.996277
	Iteration 32Q: 3 clusters Score -152415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -152415.375000 Penalty: 733.996277
	Iteration 33Q: 3 clusters Score -152415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -152415.656250 Penalty: 733.996277
	Iteration 34Q: 3 clusters Score -152415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -152415.843750 Penalty: 733.996277
	Iteration 35Q: 3 clusters Score -152415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -152416.203125 Penalty: 733.996277
	Iteration 36Q: 3 clusters Score -152416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -152416.218750 Penalty: 733.996277
	Iteration 37Q: 3 clusters Score -152416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -152416.390625 Penalty: 733.996277
	Iteration 38Q: 3 clusters Score -152416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -152416.484375 Penalty: 733.996277
	Iteration 39Q: 3 clusters Score -152416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -152417.062500 Penalty: 733.996277
	Iteration 40F: 3 clusters Score -152417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -20782.570312 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -20782.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20333.574219 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -20333.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20411.857422 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -20411.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20435.761719 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -20435.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20451.414062 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -20451.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20462.332031 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -20462.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20474.119141 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -20474.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20480.714844 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -20480.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20492.904297 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -20492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20499.892578 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -20499.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20504.197266 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -20504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20507.222656 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -20507.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20510.722656 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -20510.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20514.708984 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -20514.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20517.775391 Penalty: 550.310913
	Iteration 13Q: 3 clusters Score -20517.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20519.232422 Penalty: 550.310913
	Iteration 14Q: 3 clusters Score -20519.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20519.507812 Penalty: 550.310913
	Iteration 15Q: 3 clusters Score -20519.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20519.507812 Penalty: 550.310913
	Iteration 16F: 3 clusters Score -20519.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -95648.648438 Penalty: 346.316315
	Iteration 0F: 2 clusters Score -95648.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -94205.789062 Penalty: 692.632629
	Iteration 0F: 3 clusters Score -94205.79 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -94684.320312 Penalty: 692.632629
	Iteration 1F: 3 clusters Score -94684.32 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94781.601562 Penalty: 692.632629
	Iteration 2F: 3 clusters Score -94781.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -94914.734375 Penalty: 692.632629
	Iteration 3F: 3 clusters Score -94914.73 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95036.554688 Penalty: 692.632629
	Iteration 4F: 3 clusters Score -95036.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95126.968750 Penalty: 692.632629
	Iteration 5F: 3 clusters Score -95126.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -95208.945312 Penalty: 692.632629
	Iteration 6Q: 3 clusters Score -95208.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -95267.015625 Penalty: 692.632629
	Iteration 7Q: 3 clusters Score -95267.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -95288.578125 Penalty: 692.632629
	Iteration 8Q: 3 clusters Score -95288.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -95305.726562 Penalty: 692.632629
	Iteration 9Q: 3 clusters Score -95305.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -95317.429688 Penalty: 692.632629
	Iteration 10Q: 3 clusters Score -95317.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -95327.062500 Penalty: 692.632629
	Iteration 11Q: 3 clusters Score -95327.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -95331.867188 Penalty: 692.632629
	Iteration 12Q: 3 clusters Score -95331.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -95333.437500 Penalty: 692.632629
	Iteration 13Q: 3 clusters Score -95333.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -95333.656250 Penalty: 692.632629
	Iteration 14Q: 3 clusters Score -95333.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -95334.523438 Penalty: 692.632629
	Iteration 15Q: 3 clusters Score -95334.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -95335.757812 Penalty: 692.632629
	Iteration 16Q: 3 clusters Score -95335.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -95336.992188 Penalty: 692.632629
	Iteration 17Q: 3 clusters Score -95336.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -95339.039062 Penalty: 692.632629
	Iteration 18Q: 3 clusters Score -95339.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -95339.039062 Penalty: 692.632629
	Iteration 19F: 3 clusters Score -95339.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -134928.703125 Penalty: 363.091064
	Iteration 0F: 2 clusters Score -134928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -132923.968750 Penalty: 726.182129
	Iteration 0F: 3 clusters Score -132924 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -133568.890625 Penalty: 726.182129
	Iteration 1F: 3 clusters Score -133568.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -133650.031250 Penalty: 726.182129
	Iteration 2F: 3 clusters Score -133650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -133705.062500 Penalty: 726.182129
	Iteration 3Q: 3 clusters Score -133705.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -133764.718750 Penalty: 726.182129
	Iteration 4Q: 3 clusters Score -133764.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -133832.968750 Penalty: 726.182129
	Iteration 5Q: 3 clusters Score -133833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -133924.875000 Penalty: 726.182129
	Iteration 6Q: 3 clusters Score -133924.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -134010.375000 Penalty: 726.182129
	Iteration 7Q: 3 clusters Score -134010.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -134107.125000 Penalty: 726.182129
	Iteration 8Q: 3 clusters Score -134107.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -134192.578125 Penalty: 726.182129
	Iteration 9Q: 3 clusters Score -134192.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -134251.312500 Penalty: 726.182129
	Iteration 10Q: 3 clusters Score -134251.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -134287.031250 Penalty: 726.182129
	Iteration 11Q: 3 clusters Score -134287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -134319.234375 Penalty: 726.182129
	Iteration 12Q: 3 clusters Score -134319.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -134343.953125 Penalty: 726.182129
	Iteration 13Q: 3 clusters Score -134344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -134359.187500 Penalty: 726.182129
	Iteration 14Q: 3 clusters Score -134359.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -134375.046875 Penalty: 726.182129
	Iteration 15Q: 3 clusters Score -134375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -134387.437500 Penalty: 726.182129
	Iteration 16Q: 3 clusters Score -134387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -134392.531250 Penalty: 726.182129
	Iteration 17Q: 3 clusters Score -134392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -134398.656250 Penalty: 726.182129
	Iteration 18Q: 3 clusters Score -134398.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -134404.406250 Penalty: 726.182129
	Iteration 19Q: 3 clusters Score -134404.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -134410.625000 Penalty: 726.182129
	Iteration 20F: 3 clusters Score -134410.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -134415.453125 Penalty: 726.182129
	Iteration 21Q: 3 clusters Score -134415.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -134420.906250 Penalty: 726.182129
	Iteration 22Q: 3 clusters Score -134420.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -134426.546875 Penalty: 726.182129
	Iteration 23Q: 3 clusters Score -134426.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -134430.953125 Penalty: 726.182129
	Iteration 24Q: 3 clusters Score -134431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -134436.328125 Penalty: 726.182129
	Iteration 25Q: 3 clusters Score -134436.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -134442.453125 Penalty: 726.182129
	Iteration 26Q: 3 clusters Score -134442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -134447.359375 Penalty: 726.182129
	Iteration 27Q: 3 clusters Score -134447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -134456.453125 Penalty: 726.182129
	Iteration 28Q: 3 clusters Score -134456.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -134466.515625 Penalty: 726.182129
	Iteration 29Q: 3 clusters Score -134466.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -134475.687500 Penalty: 726.182129
	Iteration 30Q: 3 clusters Score -134475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -134490.625000 Penalty: 726.182129
	Iteration 31Q: 3 clusters Score -134490.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -134509.000000 Penalty: 726.182129
	Iteration 32Q: 3 clusters Score -134509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -134527.750000 Penalty: 726.182129
	Iteration 33Q: 3 clusters Score -134527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -134547.968750 Penalty: 726.182129
	Iteration 34Q: 3 clusters Score -134548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -134566.468750 Penalty: 726.182129
	Iteration 35Q: 3 clusters Score -134566.5 nChanged 46
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: -134587.765625 Penalty: 726.182129
	Iteration 36Q: 3 clusters Score -134587.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -134610.531250 Penalty: 726.182129
	Iteration 37Q: 3 clusters Score -134610.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -134634.765625 Penalty: 726.182129
	Iteration 38Q: 3 clusters Score -134634.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -134655.562500 Penalty: 726.182129
	Iteration 39Q: 3 clusters Score -134655.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -134670.406250 Penalty: 726.182129
	Iteration 40F: 3 clusters Score -134670.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -134681.953125 Penalty: 726.182129
	Iteration 41Q: 3 clusters Score -134682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -134688.234375 Penalty: 726.182129
	Iteration 42Q: 3 clusters Score -134688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -134691.437500 Penalty: 726.182129
	Iteration 43Q: 3 clusters Score -134691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -134693.812500 Penalty: 726.182129
	Iteration 44Q: 3 clusters Score -134693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -134697.843750 Penalty: 726.182129
	Iteration 45Q: 3 clusters Score -134697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134700.875000 Penalty: 726.182129
	Iteration 46Q: 3 clusters Score -134700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -134702.703125 Penalty: 726.182129
	Iteration 47Q: 3 clusters Score -134702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134703.156250 Penalty: 726.182129
	Iteration 48Q: 3 clusters Score -134703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -134704.015625 Penalty: 726.182129
	Iteration 49Q: 3 clusters Score -134704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -134704.015625 Penalty: 726.182129
	Iteration 50F: 3 clusters Score -134704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -90711.804688 Penalty: 348.169220
	Iteration 0F: 2 clusters Score -90711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -89218.476562 Penalty: 696.338440
	Iteration 0F: 3 clusters Score -89218.48 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -89699.039062 Penalty: 696.338440
	Iteration 1F: 3 clusters Score -89699.04 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -89838.429688 Penalty: 696.338440
	Iteration 2F: 3 clusters Score -89838.43 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -89964.164062 Penalty: 696.338440
	Iteration 3F: 3 clusters Score -89964.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90046.281250 Penalty: 696.338440
	Iteration 4F: 3 clusters Score -90046.28 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90103.117188 Penalty: 696.338440
	Iteration 5Q: 3 clusters Score -90103.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90146.632812 Penalty: 696.338440
	Iteration 6Q: 3 clusters Score -90146.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90184.453125 Penalty: 696.338440
	Iteration 7Q: 3 clusters Score -90184.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90221.945312 Penalty: 696.338440
	Iteration 8Q: 3 clusters Score -90221.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90266.820312 Penalty: 696.338440
	Iteration 9Q: 3 clusters Score -90266.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90304.578125 Penalty: 696.338440
	Iteration 10Q: 3 clusters Score -90304.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -90345.226562 Penalty: 696.338440
	Iteration 11Q: 3 clusters Score -90345.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -90372.429688 Penalty: 696.338440
	Iteration 12Q: 3 clusters Score -90372.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -90395.250000 Penalty: 696.338440
	Iteration 13Q: 3 clusters Score -90395.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -90417.906250 Penalty: 696.338440
	Iteration 14Q: 3 clusters Score -90417.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -90430.875000 Penalty: 696.338440
	Iteration 15Q: 3 clusters Score -90430.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -90437.976562 Penalty: 696.338440
	Iteration 16Q: 3 clusters Score -90437.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -90444.335938 Penalty: 696.338440
	Iteration 17Q: 3 clusters Score -90444.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -90446.210938 Penalty: 696.338440
	Iteration 18Q: 3 clusters Score -90446.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -90447.648438 Penalty: 696.338440
	Iteration 19Q: 3 clusters Score -90447.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -90447.875000 Penalty: 696.338440
	Iteration 20F: 3 clusters Score -90447.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -16598.628906 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -16598.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16197.523438 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -16197.52 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16288.967773 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -16288.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16307.005859 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -16307.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16316.366211 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -16316.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16319.606445 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -16319.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16321.250977 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -16321.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16323.609375 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -16323.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16324.019531 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -16324.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16324.239258 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -16324.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16324.784180 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -16324.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16326.712891 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -16326.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16326.929688 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -16326.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16328.371094 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -16328.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16329.606445 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -16329.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16329.710938 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -16329.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16329.710938 Penalty: 539.834290
	Iteration 15F: 3 clusters Score -16329.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6316.030762 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6316.031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6084.851074 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6084.851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6121.786133 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6121.786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6137.828125 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6137.828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6148.918457 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -6148.918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6158.334961 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -6158.335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6165.100586 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6165.101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6176.453125 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -6176.453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6185.781738 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -6185.782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6190.235840 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -6190.236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6196.071289 Penalty: 455.967834
	Iteration 9Q: 3 clusters Score -6196.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6201.690918 Penalty: 455.967834
	Iteration 10Q: 3 clusters Score -6201.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -6207.238770 Penalty: 455.967834
	Iteration 11Q: 3 clusters Score -6207.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6211.804199 Penalty: 455.967834
	Iteration 12Q: 3 clusters Score -6211.804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6214.105957 Penalty: 455.967834
	Iteration 13Q: 3 clusters Score -6214.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6214.931641 Penalty: 455.967834
	Iteration 14Q: 3 clusters Score -6214.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -6214.931641 Penalty: 455.967834
	Iteration 15F: 3 clusters Score -6214.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Entering Unmasked Estep 
Score: -292892.968750 Penalty: 401.031769
	Iteration 0F: 2 clusters Score -292893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -288427.968750 Penalty: 802.063538
	Iteration 0F: 3 clusters Score -288428 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -290216.406250 Penalty: 802.063538
	Iteration 1F: 3 clusters Score -290216.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -290403.781250 Penalty: 802.063538
	Iteration 2F: 3 clusters Score -290403.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -290643.187500 Penalty: 802.063538
	Iteration 3F: 3 clusters Score -290643.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -290995.781250 Penalty: 802.063538
	Iteration 4F: 3 clusters Score -290995.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -291359.593750 Penalty: 802.063538
	Iteration 5F: 3 clusters Score -291359.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -291621.000000 Penalty: 802.063538
	Iteration 6F: 3 clusters Score -291621 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -291842.156250 Penalty: 802.063538
	Iteration 7F: 3 clusters Score -291842.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -291994.843750 Penalty: 802.063538
	Iteration 8Q: 3 clusters Score -291994.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -292100.593750 Penalty: 802.063538
	Iteration 9Q: 3 clusters Score -292100.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -292161.750000 Penalty: 802.063538
	Iteration 10Q: 3 clusters Score -292161.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -292210.812500 Penalty: 802.063538
	Iteration 11Q: 3 clusters Score -292210.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -292258.031250 Penalty: 802.063538
	Iteration 12Q: 3 clusters Score -292258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -292291.437500 Penalty: 802.063538
	Iteration 13Q: 3 clusters Score -292291.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -292314.156250 Penalty: 802.063538
	Iteration 14Q: 3 clusters Score -292314.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -292342.156250 Penalty: 802.063538
	Iteration 15Q: 3 clusters Score -292342.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -292369.531250 Penalty: 802.063538
	Iteration 16Q: 3 clusters Score -292369.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -292398.625000 Penalty: 802.063538
	Iteration 17Q: 3 clusters Score -292398.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -292427.937500 Penalty: 802.063538
	Iteration 18Q: 3 clusters Score -292427.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -292449.937500 Penalty: 802.063538
	Iteration 19Q: 3 clusters Score -292449.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -292461.843750 Penalty: 802.063538
	Iteration 20F: 3 clusters Score -292461.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -292471.750000 Penalty: 802.063538
	Iteration 21Q: 3 clusters Score -292471.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -292478.312500 Penalty: 802.063538
	Iteration 22Q: 3 clusters Score -292478.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -292485.343750 Penalty: 802.063538
	Iteration 23Q: 3 clusters Score -292485.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -292492.343750 Penalty: 802.063538
	Iteration 24Q: 3 clusters Score -292492.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -292494.937500 Penalty: 802.063538
	Iteration 25Q: 3 clusters Score -292494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -292500.000000 Penalty: 802.063538
	Iteration 26Q: 3 clusters Score -292500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -292504.718750 Penalty: 802.063538
	Iteration 27Q: 3 clusters Score -292504.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -292510.093750 Penalty: 802.063538
	Iteration 28Q: 3 clusters Score -292510.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -292518.000000 Penalty: 802.063538
	Iteration 29Q: 3 clusters Score -292518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -292523.375000 Penalty: 802.063538
	Iteration 30Q: 3 clusters Score -292523.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -292524.843750 Penalty: 802.063538
	Iteration 31Q: 3 clusters Score -292524.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -292526.500000 Penalty: 802.063538
	Iteration 32Q: 3 clusters Score -292526.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -292529.968750 Penalty: 802.063538
	Iteration 33Q: 3 clusters Score -292530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -292531.125000 Penalty: 802.063538
	Iteration 34Q: 3 clusters Score -292531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -292532.000000 Penalty: 802.063538
	Iteration 35Q: 3 clusters Score -292532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -292532.187500 Penalty: 802.063538
	Iteration 36Q: 3 clusters Score -292532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -292532.406250 Penalty: 802.063538
	Iteration 37Q: 3 clusters Score -292532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -292533.468750 Penalty: 802.063538
	Iteration 38Q: 3 clusters Score -292533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -292533.562500 Penalty: 802.063538
	Iteration 39Q: 3 clusters Score -292533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -292533.906250 Penalty: 802.063538
	Iteration 40F: 3 clusters Score -292533.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -292534.437500 Penalty: 802.063538
	Iteration 41Q: 3 clusters Score -292534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -292535.093750 Penalty: 802.063538
	Iteration 42Q: 3 clusters Score -292535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -292536.187500 Penalty: 802.063538
	Iteration 43Q: 3 clusters Score -292536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -292537.468750 Penalty: 802.063538
	Iteration 44Q: 3 clusters Score -292537.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -292538.531250 Penalty: 802.063538
	Iteration 45Q: 3 clusters Score -292538.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -292541.468750 Penalty: 802.063538
	Iteration 46Q: 3 clusters Score -292541.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -292542.406250 Penalty: 802.063538
	Iteration 47Q: 3 clusters Score -292542.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -292545.312500 Penalty: 802.063538
	Iteration 48Q: 3 clusters Score -292545.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -292547.937500 Penalty: 802.063538
	Iteration 49Q: 3 clusters Score -292547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -292549.781250 Penalty: 802.063538
	Iteration 50Q: 3 clusters Score -292549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -292551.718750 Penalty: 802.063538
	Iteration 51Q: 3 clusters Score -292551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -292553.875000 Penalty: 802.063538
	Iteration 52Q: 3 clusters Score -292553.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -292558.031250 Penalty: 802.063538
	Iteration 53Q: 3 clusters Score -292558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -292562.968750 Penalty: 802.063538
	Iteration 54Q: 3 clusters Score -292563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -292568.562500 Penalty: 802.063538
	Iteration 55Q: 3 clusters Score -292568.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -292570.968750 Penalty: 802.063538
	Iteration 56Q: 3 clusters Score -292571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -292573.437500 Penalty: 802.063538
	Iteration 57Q: 3 clusters Score -292573.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -292575.406250 Penalty: 802.063538
	Iteration 58Q: 3 clusters Score -292575.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -292577.718750 Penalty: 802.063538
	Iteration 59Q: 3 clusters Score -292577.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -292580.437500 Penalty: 802.063538
	Iteration 60F: 3 clusters Score -292580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -292581.812500 Penalty: 802.063538
	Iteration 61Q: 3 clusters Score -292581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -292582.000000 Penalty: 802.063538
	Iteration 62Q: 3 clusters Score -292582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -292583.250000 Penalty: 802.063538
	Iteration 63Q: 3 clusters Score -292583.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -292586.093750 Penalty: 802.063538
	Iteration 64Q: 3 clusters Score -292586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -292588.781250 Penalty: 802.063538
	Iteration 65Q: 3 clusters Score -292588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -292590.062500 Penalty: 802.063538
	Iteration 66Q: 3 clusters Score -292590.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -292593.437500 Penalty: 802.063538
	Iteration 67Q: 3 clusters Score -292593.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -292594.843750 Penalty: 802.063538
	Iteration 68Q: 3 clusters Score -292594.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -292596.687500 Penalty: 802.063538
	Iteration 69Q: 3 clusters Score -292596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -292598.187500 Penalty: 802.063538
	Iteration 70Q: 3 clusters Score -292598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -292598.656250 Penalty: 802.063538
	Iteration 71Q: 3 clusters Score -292598.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -292600.156250 Penalty: 802.063538
	Iteration 72Q: 3 clusters Score -292600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -292600.031250 Penalty: 802.063538
	Iteration 73Q: 3 clusters Score -292600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -292600.000000 Penalty: 802.063538
	Iteration 74Q: 3 clusters Score -292600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -292601.468750 Penalty: 802.063538
	Iteration 75Q: 3 clusters Score -292601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -292602.031250 Penalty: 802.063538
	Iteration 76Q: 3 clusters Score -292602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -292601.843750 Penalty: 802.063538
	Iteration 77Q: 3 clusters Score -292601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -292603.562500 Penalty: 802.063538
	Iteration 78Q: 3 clusters Score -292603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -292604.093750 Penalty: 802.063538
	Iteration 79Q: 3 clusters Score -292604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -292604.656250 Penalty: 802.063538
	Iteration 80F: 3 clusters Score -292604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -292605.812500 Penalty: 802.063538
	Iteration 81Q: 3 clusters Score -292605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -292607.156250 Penalty: 802.063538
	Iteration 82Q: 3 clusters Score -292607.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -292608.781250 Penalty: 802.063538
	Iteration 83Q: 3 clusters Score -292608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -292609.500000 Penalty: 802.063538
	Iteration 84Q: 3 clusters Score -292609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -292609.625000 Penalty: 802.063538
	Iteration 85Q: 3 clusters Score -292609.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -292611.500000 Penalty: 802.063538
	Iteration 86Q: 3 clusters Score -292611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -292613.625000 Penalty: 802.063538
	Iteration 87Q: 3 clusters Score -292613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -292615.968750 Penalty: 802.063538
	Iteration 88Q: 3 clusters Score -292616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -292616.687500 Penalty: 802.063538
	Iteration 89Q: 3 clusters Score -292616.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -292617.875000 Penalty: 802.063538
	Iteration 90Q: 3 clusters Score -292617.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -292618.250000 Penalty: 802.063538
	Iteration 91Q: 3 clusters Score -292618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -292618.343750 Penalty: 802.063538
	Iteration 92Q: 3 clusters Score -292618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -292619.218750 Penalty: 802.063538
	Iteration 93Q: 3 clusters Score -292619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -292620.125000 Penalty: 802.063538
	Iteration 94Q: 3 clusters Score -292620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -292621.000000 Penalty: 802.063538
	Iteration 95Q: 3 clusters Score -292621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -292623.406250 Penalty: 802.063538
	Iteration 96Q: 3 clusters Score -292623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -292624.562500 Penalty: 802.063538
	Iteration 97Q: 3 clusters Score -292624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -292624.468750 Penalty: 802.063538
	Iteration 98Q: 3 clusters Score -292624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -292625.406250 Penalty: 802.063538
	Iteration 99Q: 3 clusters Score -292625.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -292627.281250 Penalty: 802.063538
	Iteration 100F: 3 clusters Score -292627.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -292628.687500 Penalty: 802.063538
	Iteration 101Q: 3 clusters Score -292628.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -292630.937500 Penalty: 802.063538
	Iteration 102Q: 3 clusters Score -292630.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -292633.812500 Penalty: 802.063538
	Iteration 103Q: 3 clusters Score -292633.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -292634.500000 Penalty: 802.063538
	Iteration 104Q: 3 clusters Score -292634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -292636.562500 Penalty: 802.063538
	Iteration 105Q: 3 clusters Score -292636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -292637.250000 Penalty: 802.063538
	Iteration 106Q: 3 clusters Score -292637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -292637.562500 Penalty: 802.063538
	Iteration 107Q: 3 clusters Score -292637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -292637.406250 Penalty: 802.063538
	Iteration 108Q: 3 clusters Score -292637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -292638.406250 Penalty: 802.063538
	Iteration 109Q: 3 clusters Score -292638.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -292638.343750 Penalty: 802.063538
	Iteration 110Q: 3 clusters Score -292638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -292639.000000 Penalty: 802.063538
	Iteration 111Q: 3 clusters Score -292639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -292639.062500 Penalty: 802.063538
	Iteration 112Q: 3 clusters Score -292639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -292638.968750 Penalty: 802.063538
	Iteration 113Q: 3 clusters Score -292639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -292639.187500 Penalty: 802.063538
	Iteration 114Q: 3 clusters Score -292639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -292639.250000 Penalty: 802.063538
	Iteration 115Q: 3 clusters Score -292639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -292639.375000 Penalty: 802.063538
	Iteration 116Q: 3 clusters Score -292639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -292639.875000 Penalty: 802.063538
	Iteration 117Q: 3 clusters Score -292639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -292640.781250 Penalty: 802.063538
	Iteration 118Q: 3 clusters Score -292640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -292641.093750 Penalty: 802.063538
	Iteration 119Q: 3 clusters Score -292641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -292641.062500 Penalty: 802.063538
	Iteration 120F: 3 clusters Score -292641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -292641.656250 Penalty: 802.063538
	Iteration 121Q: 3 clusters Score -292641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -292642.312500 Penalty: 802.063538
	Iteration 122Q: 3 clusters Score -292642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -292643.437500 Penalty: 802.063538
	Iteration 123Q: 3 clusters Score -292643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -292643.531250 Penalty: 802.063538
	Iteration 124Q: 3 clusters Score -292643.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -292643.843750 Penalty: 802.063538
	Iteration 125Q: 3 clusters Score -292643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -292644.281250 Penalty: 802.063538
	Iteration 126Q: 3 clusters Score -292644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -292643.906250 Penalty: 802.063538
	Iteration 127Q: 3 clusters Score -292643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -292644.968750 Penalty: 802.063538
	Iteration 128Q: 3 clusters Score -292645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -292645.187500 Penalty: 802.063538
	Iteration 129Q: 3 clusters Score -292645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -292644.343750 Penalty: 802.063538
	Iteration 130Q: 3 clusters Score -292644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -292644.500000 Penalty: 802.063538
	Iteration 131Q: 3 clusters Score -292644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -292644.750000 Penalty: 802.063538
	Iteration 132Q: 3 clusters Score -292644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -292644.750000 Penalty: 802.063538
	Iteration 133F: 3 clusters Score -292644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -109018.421875 Penalty: 352.121033
	Iteration 0F: 2 clusters Score -109018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -107344.671875 Penalty: 704.242065
	Iteration 0F: 3 clusters Score -107344.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -107861.585938 Penalty: 704.242065
	Iteration 1F: 3 clusters Score -107861.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -107915.781250 Penalty: 704.242065
	Iteration 2F: 3 clusters Score -107915.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107971.476562 Penalty: 704.242065
	Iteration 3F: 3 clusters Score -107971.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -108024.812500 Penalty: 704.242065
	Iteration 4Q: 3 clusters Score -108024.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108087.070312 Penalty: 704.242065
	Iteration 5Q: 3 clusters Score -108087.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -108159.625000 Penalty: 704.242065
	Iteration 6F: 3 clusters Score -108159.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -108236.171875 Penalty: 704.242065
	Iteration 7F: 3 clusters Score -108236.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -108314.015625 Penalty: 704.242065
	Iteration 8F: 3 clusters Score -108314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108388.468750 Penalty: 704.242065
	Iteration 9Q: 3 clusters Score -108388.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -108477.007812 Penalty: 704.242065
	Iteration 10Q: 3 clusters Score -108477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -108556.828125 Penalty: 704.242065
	Iteration 11Q: 3 clusters Score -108556.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -108617.117188 Penalty: 704.242065
	Iteration 12Q: 3 clusters Score -108617.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -108662.023438 Penalty: 704.242065
	Iteration 13Q: 3 clusters Score -108662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -108688.054688 Penalty: 704.242065
	Iteration 14Q: 3 clusters Score -108688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -108711.585938 Penalty: 704.242065
	Iteration 15Q: 3 clusters Score -108711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -108717.375000 Penalty: 704.242065
	Iteration 16Q: 3 clusters Score -108717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -108723.500000 Penalty: 704.242065
	Iteration 17Q: 3 clusters Score -108723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -108724.742188 Penalty: 704.242065
	Iteration 18Q: 3 clusters Score -108724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -108726.531250 Penalty: 704.242065
	Iteration 19Q: 3 clusters Score -108726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -108733.093750 Penalty: 704.242065
	Iteration 20F: 3 clusters Score -108733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -108733.429688 Penalty: 704.242065
	Iteration 21Q: 3 clusters Score -108733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -108733.429688 Penalty: 704.242065
	Iteration 22F: 3 clusters Score -108733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -6198.108398 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -6198.108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5977.009766 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -5977.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6088.462402 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -6088.462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6168.108887 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -6168.109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6192.625977 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -6192.626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6200.116699 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -6200.117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6201.825684 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -6201.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6201.825684 Penalty: 465.190857
	Iteration 6F: 3 clusters Score -6201.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 242 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 68764 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 161893 members 
Mstep: Class 8 contains 104797 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 122307 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 2922 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 150 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 194 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 56 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 51 members 
Entering Unmasked Estep 
Score: -23244272.000000 Penalty: 16768.777344
Splitting cluster 21 changes total score from -23244642.000000 to -23244272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -52718.210938 Penalty: 325.070526
	Iteration 0F: 2 clusters Score -52718.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51764.507812 Penalty: 650.141052
	Iteration 0F: 3 clusters Score -51764.51 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -52058.937500 Penalty: 650.141052
	Iteration 1F: 3 clusters Score -52058.94 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52130.144531 Penalty: 650.141052
	Iteration 2F: 3 clusters Score -52130.14 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52176.285156 Penalty: 650.141052
	Iteration 3F: 3 clusters Score -52176.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52210.523438 Penalty: 650.141052
	Iteration 4F: 3 clusters Score -52210.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52236.660156 Penalty: 650.141052
	Iteration 5Q: 3 clusters Score -52236.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52260.113281 Penalty: 650.141052
	Iteration 6Q: 3 clusters Score -52260.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52296.796875 Penalty: 650.141052
	Iteration 7Q: 3 clusters Score -52296.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52322.691406 Penalty: 650.141052
	Iteration 8Q: 3 clusters Score -52322.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52338.269531 Penalty: 650.141052
	Iteration 9Q: 3 clusters Score -52338.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52345.644531 Penalty: 650.141052
	Iteration 10Q: 3 clusters Score -52345.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52354.285156 Penalty: 650.141052
	Iteration 11Q: 3 clusters Score -52354.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52366.027344 Penalty: 650.141052
	Iteration 12Q: 3 clusters Score -52366.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52377.339844 Penalty: 650.141052
	Iteration 13Q: 3 clusters Score -52377.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52393.882812 Penalty: 650.141052
	Iteration 14Q: 3 clusters Score -52393.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52408.324219 Penalty: 650.141052
	Iteration 15Q: 3 clusters Score -52408.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -52415.222656 Penalty: 650.141052
	Iteration 16Q: 3 clusters Score -52415.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52421.628906 Penalty: 650.141052
	Iteration 17Q: 3 clusters Score -52421.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -52427.808594 Penalty: 650.141052
	Iteration 18Q: 3 clusters Score -52427.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -52435.523438 Penalty: 650.141052
	Iteration 19Q: 3 clusters Score -52435.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -52440.972656 Penalty: 650.141052
	Iteration 20F: 3 clusters Score -52440.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -52447.503906 Penalty: 650.141052
	Iteration 21Q: 3 clusters Score -52447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -52456.558594 Penalty: 650.141052
	Iteration 22Q: 3 clusters Score -52456.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -52458.847656 Penalty: 650.141052
	Iteration 23Q: 3 clusters Score -52458.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -52464.890625 Penalty: 650.141052
	Iteration 24Q: 3 clusters Score -52464.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -52467.277344 Penalty: 650.141052
	Iteration 25Q: 3 clusters Score -52467.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -52467.277344 Penalty: 650.141052
	Iteration 26F: 3 clusters Score -52467.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8759.381836 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8759.382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8470.931641 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8470.932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8535.266602 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8535.267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8548.847656 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8548.848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8562.097656 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8562.098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8564.749023 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -8564.749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8564.749023 Penalty: 479.375092
	Iteration 5F: 3 clusters Score -8564.749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -80776.507812 Penalty: 340.895233
	Iteration 0F: 2 clusters Score -80776.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -79468.773438 Penalty: 681.790466
	Iteration 0F: 3 clusters Score -79468.77 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -79951.781250 Penalty: 681.790466
	Iteration 1F: 3 clusters Score -79951.78 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -80106.054688 Penalty: 681.790466
	Iteration 2F: 3 clusters Score -80106.05 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -80214.523438 Penalty: 681.790466
	Iteration 3F: 3 clusters Score -80214.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80278.343750 Penalty: 681.790466
	Iteration 4Q: 3 clusters Score -80278.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80324.664062 Penalty: 681.790466
	Iteration 5Q: 3 clusters Score -80324.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -80346.304688 Penalty: 681.790466
	Iteration 6Q: 3 clusters Score -80346.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -80364.140625 Penalty: 681.790466
	Iteration 7Q: 3 clusters Score -80364.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80373.375000 Penalty: 681.790466
	Iteration 8Q: 3 clusters Score -80373.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80383.406250 Penalty: 681.790466
	Iteration 9Q: 3 clusters Score -80383.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -80390.265625 Penalty: 681.790466
	Iteration 10Q: 3 clusters Score -80390.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -80394.468750 Penalty: 681.790466
	Iteration 11Q: 3 clusters Score -80394.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80397.351562 Penalty: 681.790466
	Iteration 12Q: 3 clusters Score -80397.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80398.593750 Penalty: 681.790466
	Iteration 13Q: 3 clusters Score -80398.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80400.570312 Penalty: 681.790466
	Iteration 14Q: 3 clusters Score -80400.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -80402.523438 Penalty: 681.790466
	Iteration 15Q: 3 clusters Score -80402.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -80404.539062 Penalty: 681.790466
	Iteration 16Q: 3 clusters Score -80404.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -80405.179688 Penalty: 681.790466
	Iteration 17Q: 3 clusters Score -80405.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80405.781250 Penalty: 681.790466
	Iteration 18Q: 3 clusters Score -80405.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -80406.429688 Penalty: 681.790466
	Iteration 19Q: 3 clusters Score -80406.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -80406.601562 Penalty: 681.790466
	Iteration 20F: 3 clusters Score -80406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80406.687500 Penalty: 681.790466
	Iteration 21Q: 3 clusters Score -80406.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -80406.789062 Penalty: 681.790466
	Iteration 22Q: 3 clusters Score -80406.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -80407.101562 Penalty: 681.790466
	Iteration 23Q: 3 clusters Score -80407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -80407.796875 Penalty: 681.790466
	Iteration 24Q: 3 clusters Score -80407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -80407.937500 Penalty: 681.790466
	Iteration 25Q: 3 clusters Score -80407.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -80407.937500 Penalty: 681.790466
	Iteration 26F: 3 clusters Score -80407.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -2059.787354 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -2059.787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1899.097656 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1899.098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1913.022095 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1913.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -8602.623047 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -8602.623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8325.377930 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -8325.378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8389.214844 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -8389.215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8406.408203 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -8406.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8409.728516 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -8409.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8409.728516 Penalty: 479.375092
	Iteration 4F: 3 clusters Score -8409.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -33684.722656 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -33684.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33001.828125 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -33001.83 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33206.937500 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -33206.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33265.574219 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -33265.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33316.011719 Penalty: 611.430176
	Iteration 3F: 3 clusters Score -33316.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33350.222656 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -33350.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33378.199219 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -33378.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33404.292969 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -33404.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33432.769531 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -33432.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33456.648438 Penalty: 611.430176
	Iteration 8Q: 3 clusters Score -33456.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33474.703125 Penalty: 611.430176
	Iteration 9Q: 3 clusters Score -33474.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33493.351562 Penalty: 611.430176
	Iteration 10Q: 3 clusters Score -33493.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33503.902344 Penalty: 611.430176
	Iteration 11Q: 3 clusters Score -33503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33512.578125 Penalty: 611.430176
	Iteration 12Q: 3 clusters Score -33512.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33517.503906 Penalty: 611.430176
	Iteration 13Q: 3 clusters Score -33517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33518.652344 Penalty: 611.430176
	Iteration 14Q: 3 clusters Score -33518.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33519.183594 Penalty: 611.430176
	Iteration 15Q: 3 clusters Score -33519.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33520.582031 Penalty: 611.430176
	Iteration 16Q: 3 clusters Score -33520.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33522.414062 Penalty: 611.430176
	Iteration 17Q: 3 clusters Score -33522.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33524.164062 Penalty: 611.430176
	Iteration 18Q: 3 clusters Score -33524.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33525.777344 Penalty: 611.430176
	Iteration 19Q: 3 clusters Score -33525.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33527.917969 Penalty: 611.430176
	Iteration 20F: 3 clusters Score -33527.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33528.285156 Penalty: 611.430176
	Iteration 21Q: 3 clusters Score -33528.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33528.453125 Penalty: 611.430176
	Iteration 22Q: 3 clusters Score -33528.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33529.195312 Penalty: 611.430176
	Iteration 23Q: 3 clusters Score -33529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33531.285156 Penalty: 611.430176
	Iteration 24Q: 3 clusters Score -33531.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33535.781250 Penalty: 611.430176
	Iteration 25Q: 3 clusters Score -33535.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33539.179688 Penalty: 611.430176
	Iteration 26Q: 3 clusters Score -33539.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33544.097656 Penalty: 611.430176
	Iteration 27Q: 3 clusters Score -33544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33547.171875 Penalty: 611.430176
	Iteration 28Q: 3 clusters Score -33547.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33550.695312 Penalty: 611.430176
	Iteration 29Q: 3 clusters Score -33550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33552.218750 Penalty: 611.430176
	Iteration 30Q: 3 clusters Score -33552.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33552.347656 Penalty: 611.430176
	Iteration 31Q: 3 clusters Score -33552.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33552.347656 Penalty: 611.430176
	Iteration 32F: 3 clusters Score -33552.35 nChanged 0
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69791832.000000 Penalty: 17519.539062
20->28 Clusters: Score -69791832.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 25855 members 
Mstep: Class 3 contains 26051 members 
Mstep: Class 4 contains 26165 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 26112 members 
Mstep: Class 7 contains 26156 members 
Mstep: Class 8 contains 25777 members 
Mstep: Class 9 contains 25909 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 25925 members 
Mstep: Class 12 contains 25954 members 
Mstep: Class 13 contains 26052 members 
Mstep: Class 14 contains 25994 members 
Mstep: Class 15 contains 25997 members 
Mstep: Class 16 contains 26185 members 
Mstep: Class 17 contains 25853 members 
Mstep: Class 18 contains 26058 members 
Mstep: Class 19 contains 26149 members 
Mstep: Class 20 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 0.499155 but Gain 598.884766
Score: -20053612.000000 Penalty: 11378.812500
Iteration 0F: 20 clusters Score -2.005361e+07 nChanged 493986
Entering Unmasked Mstep 
Mstep: Class 0 contains 2879 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 338151 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 1002 members 
Mstep: Class 7 contains 230 members 
Mstep: Class 8 contains 47282 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 51043 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 7369 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 14403 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 4496 members 
Mstep: Class 18 contains 56 members 
Mstep: Class 19 contains 9001 members 
Mstep: Class 20 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 25.913723 but Gain 598.884766
Score: -22656168.000000 Penalty: 10779.927734
Iteration 1F: 19 clusters Score -2.265617e+07 nChanged 119845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1325 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 364076 members 
Mstep: Class 3 contains 398 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 94 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 48989 members 
Mstep: Class 9 contains 1383 members 
Mstep: Class 10 contains 57527 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 7001 members 
Mstep: Class 13 contains 146 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 8363 members 
Mstep: Class 16 contains 322 members 
Mstep: Class 17 contains 2588 members 
Mstep: Class 19 contains 4650 members 
Mstep: Class 20 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 54.045952 but Gain 598.884766
Score: -22875402.000000 Penalty: 10181.042969
Iteration 2F: 18 clusters Score -2.28754e+07 nChanged 67707
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 347383 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 1406 members 
Mstep: Class 7 contains 1361 members 
Mstep: Class 8 contains 59199 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 75581 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 155 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 452 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 329.495300 but Gain 598.884766
Score: -22984304.000000 Penalty: 9582.158203
Iteration 3F: 17 clusters Score -2.29843e+07 nChanged 41345
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 332801 members 
Mstep: Class 3 contains 452 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 67715 members 
Mstep: Class 10 contains 88889 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23043230.000000 Penalty: 9582.158203
Iteration 4F: 17 clusters Score -2.304323e+07 nChanged 24468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 323372 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 676 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 72489 members 
Mstep: Class 10 contains 95937 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 528.647827 but Gain 598.884766
Score: -23075870.000000 Penalty: 8983.273438
Iteration 5Q: 16 clusters Score -2.307587e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 317226 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 74889 members 
Mstep: Class 10 contains 99554 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 19 contains 3092 members 
Mstep: Class 20 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23094946.000000 Penalty: 8983.273438
Iteration 6Q: 16 clusters Score -2.309495e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 312020 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 75932 members 
Mstep: Class 10 contains 101447 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 2397 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23106364.000000 Penalty: 8983.273438
Iteration 7Q: 16 clusters Score -2.310636e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 307889 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 76202 members 
Mstep: Class 10 contains 102426 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 7356 members 
Mstep: Class 13 contains 157 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 7032 members 
Mstep: Class 16 contains 3159 members 
Mstep: Class 17 contains 862 members 
Mstep: Class 19 contains 3771 members 
Mstep: Class 20 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23114546.000000 Penalty: 8983.273438
Iteration 8Q: 16 clusters Score -2.311455e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 304665 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 76170 members 
Mstep: Class 10 contains 102818 members 
Mstep: Class 11 contains 4910 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 152 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 7792 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23120350.000000 Penalty: 8983.273438
Iteration 9Q: 16 clusters Score -2.312035e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 302147 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 75946 members 
Mstep: Class 10 contains 102864 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 8490 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 19 contains 4469 members 
Mstep: Class 20 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23125052.000000 Penalty: 8983.273438
Iteration 10Q: 16 clusters Score -2.312505e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 300139 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 75614 members 
Mstep: Class 10 contains 102734 members 
Mstep: Class 11 contains 5828 members 
Mstep: Class 12 contains 8679 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 9145 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 718 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128590.000000 Penalty: 8983.273438
Iteration 11Q: 16 clusters Score -2.312859e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 298401 members 
Mstep: Class 3 contains 1599 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 75271 members 
Mstep: Class 10 contains 102585 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 9011 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131514.000000 Penalty: 8983.273438
Iteration 12Q: 16 clusters Score -2.313151e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 296918 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 74956 members 
Mstep: Class 10 contains 102460 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 9307 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 5579 members 
Mstep: Class 20 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133924.000000 Penalty: 8983.273438
Iteration 13Q: 16 clusters Score -2.313392e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 295659 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 74610 members 
Mstep: Class 10 contains 102317 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 9600 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 19 contains 5927 members 
Mstep: Class 20 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23135856.000000 Penalty: 8983.273438
Iteration 14Q: 16 clusters Score -2.313586e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 294506 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 74279 members 
Mstep: Class 10 contains 102213 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 11185 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 19 contains 6320 members 
Mstep: Class 20 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137624.000000 Penalty: 8983.273438
Iteration 15Q: 16 clusters Score -2.313762e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 293439 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 74003 members 
Mstep: Class 10 contains 102111 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 5906 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 19 contains 6693 members 
Mstep: Class 20 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23139246.000000 Penalty: 8983.273438
Iteration 16Q: 16 clusters Score -2.313925e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 292473 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 73796 members 
Mstep: Class 10 contains 102045 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 10370 members 
Mstep: Class 13 contains 155 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 11842 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23140448.000000 Penalty: 8983.273438
Iteration 17Q: 16 clusters Score -2.314045e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 291564 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 73632 members 
Mstep: Class 10 contains 102028 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 10595 members 
Mstep: Class 13 contains 169 members 
Mstep: Class 14 contains 1396 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141612.000000 Penalty: 8983.273438
Iteration 18Q: 16 clusters Score -2.314161e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 290705 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 73568 members 
Mstep: Class 10 contains 102024 members 
Mstep: Class 11 contains 7554 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23143222.000000 Penalty: 8983.273438
Iteration 19Q: 16 clusters Score -2.314322e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 289847 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 73545 members 
Mstep: Class 10 contains 101992 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 16 contains 5829 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 19 contains 8143 members 
Mstep: Class 20 contains 2778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146948.000000 Penalty: 8983.273438
Iteration 20F: 16 clusters Score -2.314695e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 286380 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 73517 members 
Mstep: Class 10 contains 101956 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 11166 members 
Mstep: Class 13 contains 325 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 13091 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 20 contains 2777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23152970.000000 Penalty: 8983.273438
Iteration 21Q: 16 clusters Score -2.315297e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 283642 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 73099 members 
Mstep: Class 10 contains 101891 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 13529 members 
Mstep: Class 16 contains 7141 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 10096 members 
Mstep: Class 20 contains 2786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23157224.000000 Penalty: 8983.273438
Iteration 22Q: 16 clusters Score -2.315722e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 281236 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 72438 members 
Mstep: Class 10 contains 101808 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 11465 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 13848 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161356.000000 Penalty: 8983.273438
Iteration 23Q: 16 clusters Score -2.316136e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 279222 members 
Mstep: Class 3 contains 4936 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 71636 members 
Mstep: Class 10 contains 101688 members 
Mstep: Class 11 contains 8417 members 
Mstep: Class 12 contains 11579 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 14140 members 
Mstep: Class 16 contains 8345 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164016.000000 Penalty: 8983.273438
Iteration 24Q: 16 clusters Score -2.316402e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 277334 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 70791 members 
Mstep: Class 10 contains 101597 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 14369 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23166126.000000 Penalty: 8983.273438
Iteration 25Q: 16 clusters Score -2.316613e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 275633 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 69932 members 
Mstep: Class 10 contains 101500 members 
Mstep: Class 11 contains 8637 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 14592 members 
Mstep: Class 16 contains 9417 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 19 contains 13975 members 
Mstep: Class 20 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23167802.000000 Penalty: 8983.273438
Iteration 26Q: 16 clusters Score -2.31678e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 274132 members 
Mstep: Class 3 contains 6565 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 69058 members 
Mstep: Class 10 contains 101429 members 
Mstep: Class 11 contains 8732 members 
Mstep: Class 12 contains 11804 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 9927 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 19 contains 14902 members 
Mstep: Class 20 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23169374.000000 Penalty: 8983.273438
Iteration 27Q: 16 clusters Score -2.316937e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 272731 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 68191 members 
Mstep: Class 10 contains 101364 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 11845 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 10424 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 19 contains 15843 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23171038.000000 Penalty: 8983.273438
Iteration 28Q: 16 clusters Score -2.317104e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 271362 members 
Mstep: Class 3 contains 7395 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 67353 members 
Mstep: Class 10 contains 101268 members 
Mstep: Class 11 contains 8868 members 
Mstep: Class 12 contains 11874 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15127 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 2325 members 
Mstep: Class 19 contains 16842 members 
Mstep: Class 20 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23172316.000000 Penalty: 8983.273438
Iteration 29Q: 16 clusters Score -2.317232e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 270181 members 
Mstep: Class 3 contains 7753 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 66523 members 
Mstep: Class 10 contains 101142 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15271 members 
Mstep: Class 16 contains 11303 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 19 contains 17870 members 
Mstep: Class 20 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23173126.000000 Penalty: 8983.273438
Iteration 30Q: 16 clusters Score -2.317313e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 269019 members 
Mstep: Class 3 contains 8110 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 65726 members 
Mstep: Class 10 contains 101039 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15408 members 
Mstep: Class 16 contains 11714 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 19 contains 18866 members 
Mstep: Class 20 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23173622.000000 Penalty: 8983.273438
Iteration 31Q: 16 clusters Score -2.317362e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 267864 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 64997 members 
Mstep: Class 10 contains 100948 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 11914 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15503 members 
Mstep: Class 16 contains 12049 members 
Mstep: Class 17 contains 2466 members 
Mstep: Class 19 contains 19920 members 
Mstep: Class 20 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23174308.000000 Penalty: 8983.273438
Iteration 32Q: 16 clusters Score -2.317431e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 266796 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 64300 members 
Mstep: Class 10 contains 100848 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15605 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 19 contains 20939 members 
Mstep: Class 20 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23174782.000000 Penalty: 8983.273438
Iteration 33Q: 16 clusters Score -2.317478e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 265616 members 
Mstep: Class 3 contains 9104 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 63710 members 
Mstep: Class 10 contains 100787 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 11892 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15717 members 
Mstep: Class 16 contains 12655 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 19 contains 21966 members 
Mstep: Class 20 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23175194.000000 Penalty: 8983.273438
Iteration 34Q: 16 clusters Score -2.317519e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 264491 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 63173 members 
Mstep: Class 10 contains 100736 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 11870 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 12875 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23175510.000000 Penalty: 8983.273438
Iteration 35Q: 16 clusters Score -2.317551e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 263369 members 
Mstep: Class 3 contains 9633 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 62669 members 
Mstep: Class 10 contains 100707 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 13058 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 19 contains 24075 members 
Mstep: Class 20 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23175990.000000 Penalty: 8983.273438
Iteration 36Q: 16 clusters Score -2.317599e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 262308 members 
Mstep: Class 3 contains 9877 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 62156 members 
Mstep: Class 10 contains 100686 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 11808 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 16 contains 13209 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 19 contains 25149 members 
Mstep: Class 20 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23176464.000000 Penalty: 8983.273438
Iteration 37Q: 16 clusters Score -2.317646e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 261228 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 61731 members 
Mstep: Class 10 contains 100666 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 15982 members 
Mstep: Class 16 contains 13316 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 19 contains 26250 members 
Mstep: Class 20 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23176740.000000 Penalty: 8983.273438
Iteration 38Q: 16 clusters Score -2.317674e+07 nChanged 2574
Entering ConstructFrom: 
Score: -23176740.000000 Penalty: 8983.273438
Entering ConstructFrom: 
Trying to split cluster 1 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -73895.890625 Penalty: 332.263580
	Iteration 0F: 2 clusters Score -73895.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -72750.179688 Penalty: 664.527161
	Iteration 0F: 3 clusters Score -72750.18 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -73087.929688 Penalty: 664.527161
	Iteration 1F: 3 clusters Score -73087.93 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -73135.335938 Penalty: 664.527161
	Iteration 2F: 3 clusters Score -73135.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -73175.343750 Penalty: 664.527161
	Iteration 3F: 3 clusters Score -73175.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -73206.703125 Penalty: 664.527161
	Iteration 4Q: 3 clusters Score -73206.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -73231.078125 Penalty: 664.527161
	Iteration 5Q: 3 clusters Score -73231.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -73262.929688 Penalty: 664.527161
	Iteration 6Q: 3 clusters Score -73262.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -73303.968750 Penalty: 664.527161
	Iteration 7Q: 3 clusters Score -73303.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -73343.601562 Penalty: 664.527161
	Iteration 8Q: 3 clusters Score -73343.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -73407.148438 Penalty: 664.527161
	Iteration 9Q: 3 clusters Score -73407.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -73470.859375 Penalty: 664.527161
	Iteration 10Q: 3 clusters Score -73470.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -73509.187500 Penalty: 664.527161
	Iteration 11Q: 3 clusters Score -73509.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -73526.828125 Penalty: 664.527161
	Iteration 12Q: 3 clusters Score -73526.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -73544.031250 Penalty: 664.527161
	Iteration 13Q: 3 clusters Score -73544.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -73555.835938 Penalty: 664.527161
	Iteration 14Q: 3 clusters Score -73555.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -73566.679688 Penalty: 664.527161
	Iteration 15Q: 3 clusters Score -73566.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -73575.515625 Penalty: 664.527161
	Iteration 16Q: 3 clusters Score -73575.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -73584.476562 Penalty: 664.527161
	Iteration 17Q: 3 clusters Score -73584.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -73590.398438 Penalty: 664.527161
	Iteration 18Q: 3 clusters Score -73590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -73593.671875 Penalty: 664.527161
	Iteration 19Q: 3 clusters Score -73593.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -73594.171875 Penalty: 664.527161
	Iteration 20F: 3 clusters Score -73594.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -73594.539062 Penalty: 664.527161
	Iteration 21Q: 3 clusters Score -73594.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -73595.125000 Penalty: 664.527161
	Iteration 22Q: 3 clusters Score -73595.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -73595.726562 Penalty: 664.527161
	Iteration 23Q: 3 clusters Score -73595.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -73597.421875 Penalty: 664.527161
	Iteration 24Q: 3 clusters Score -73597.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -73597.734375 Penalty: 664.527161
	Iteration 25Q: 3 clusters Score -73597.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -73598.757812 Penalty: 664.527161
	Iteration 26Q: 3 clusters Score -73598.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -73598.757812 Penalty: 664.527161
	Iteration 27F: 3 clusters Score -73598.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (260122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260122 members 
Entering Unmasked Estep 
Score: -11880783.000000 Penalty: 567.335266
	Iteration 0F: 2 clusters Score -1.188078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -11752281.000000 Penalty: 1134.670532
	Iteration 0F: 3 clusters Score -1.175228e+07 nChanged 128244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115010 members 
Mstep: Class 2 contains 145112 members 
Entering Unmasked Estep 
Score: -11832274.000000 Penalty: 1134.670532
	Iteration 1F: 3 clusters Score -1.183227e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -11838243.000000 Penalty: 1134.670532
	Iteration 2F: 3 clusters Score -1.183824e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -11847015.000000 Penalty: 1134.670532
	Iteration 3F: 3 clusters Score -1.184702e+07 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 191275 members 
Entering Unmasked Estep 
Score: -11857792.000000 Penalty: 1134.670532
	Iteration 4F: 3 clusters Score -1.185779e+07 nChanged 20772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 211151 members 
Entering Unmasked Estep 
Score: -11869535.000000 Penalty: 1134.670532
	Iteration 5F: 3 clusters Score -1.186954e+07 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 225506 members 
Entering Unmasked Estep 
Score: -11878082.000000 Penalty: 1134.670532
	Iteration 6F: 3 clusters Score -1.187808e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 233069 members 
Entering Unmasked Estep 
Score: -11882001.000000 Penalty: 1134.670532
	Iteration 7Q: 3 clusters Score -1.1882e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 237120 members 
Entering Unmasked Estep 
Score: -11882780.000000 Penalty: 1134.670532
	Iteration 8Q: 3 clusters Score -1.188278e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 240032 members 
Entering Unmasked Estep 
Score: -11882748.000000 Penalty: 1134.670532
	Iteration 9Q: 3 clusters Score -1.188275e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 242416 members 
Entering Unmasked Estep 
Score: -11882446.000000 Penalty: 1134.670532
	Iteration 10Q: 3 clusters Score -1.188245e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 244379 members 
Entering Unmasked Estep 
Score: -11882297.000000 Penalty: 1134.670532
	Iteration 11Q: 3 clusters Score -1.18823e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 246026 members 
Entering Unmasked Estep 
Score: -11882043.000000 Penalty: 1134.670532
	Iteration 12Q: 3 clusters Score -1.188204e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 247393 members 
Entering Unmasked Estep 
Score: -11882104.000000 Penalty: 1134.670532
	Iteration 13Q: 3 clusters Score -1.18821e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 248529 members 
Entering Unmasked Estep 
Score: -11882135.000000 Penalty: 1134.670532
	Iteration 14Q: 3 clusters Score -1.188214e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 249520 members 
Entering Unmasked Estep 
Score: -11882186.000000 Penalty: 1134.670532
	Iteration 15Q: 3 clusters Score -1.188219e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 250376 members 
Entering Unmasked Estep 
Score: -11882375.000000 Penalty: 1134.670532
	Iteration 16Q: 3 clusters Score -1.188238e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 251070 members 
Entering Unmasked Estep 
Score: -11882622.000000 Penalty: 1134.670532
	Iteration 17Q: 3 clusters Score -1.188262e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 251602 members 
Entering Unmasked Estep 
Score: -11882965.000000 Penalty: 1134.670532
	Iteration 18Q: 3 clusters Score -1.188296e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 251978 members 
Entering Unmasked Estep 
Score: -11883269.000000 Penalty: 1134.670532
	Iteration 19Q: 3 clusters Score -1.188327e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 252271 members 
Entering Unmasked Estep 
Score: -11883574.000000 Penalty: 1134.670532
	Iteration 20F: 3 clusters Score -1.188357e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 252430 members 
Entering Unmasked Estep 
Score: -11883880.000000 Penalty: 1134.670532
	Iteration 21Q: 3 clusters Score -1.188388e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 252517 members 
Entering Unmasked Estep 
Score: -11884162.000000 Penalty: 1134.670532
	Iteration 22Q: 3 clusters Score -1.188416e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 252564 members 
Entering Unmasked Estep 
Score: -11884392.000000 Penalty: 1134.670532
	Iteration 23Q: 3 clusters Score -1.188439e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 252541 members 
Entering Unmasked Estep 
Score: -11884647.000000 Penalty: 1134.670532
	Iteration 24Q: 3 clusters Score -1.188465e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 252477 members 
Entering Unmasked Estep 
Score: -11884887.000000 Penalty: 1134.670532
	Iteration 25Q: 3 clusters Score -1.188489e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 252422 members 
Entering Unmasked Estep 
Score: -11885101.000000 Penalty: 1134.670532
	Iteration 26Q: 3 clusters Score -1.18851e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 252357 members 
Entering Unmasked Estep 
Score: -11885249.000000 Penalty: 1134.670532
	Iteration 27Q: 3 clusters Score -1.188525e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 252255 members 
Entering Unmasked Estep 
Score: -11885391.000000 Penalty: 1134.670532
	Iteration 28Q: 3 clusters Score -1.188539e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 252145 members 
Entering Unmasked Estep 
Score: -11885539.000000 Penalty: 1134.670532
	Iteration 29Q: 3 clusters Score -1.188554e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 252052 members 
Entering Unmasked Estep 
Score: -11885644.000000 Penalty: 1134.670532
	Iteration 30Q: 3 clusters Score -1.188564e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 251981 members 
Entering Unmasked Estep 
Score: -11885682.000000 Penalty: 1134.670532
	Iteration 31Q: 3 clusters Score -1.188568e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 251898 members 
Entering Unmasked Estep 
Score: -11885702.000000 Penalty: 1134.670532
	Iteration 32Q: 3 clusters Score -1.18857e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 251864 members 
Entering Unmasked Estep 
Score: -11885765.000000 Penalty: 1134.670532
	Iteration 33Q: 3 clusters Score -1.188576e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 251837 members 
Entering Unmasked Estep 
Score: -11885787.000000 Penalty: 1134.670532
	Iteration 34Q: 3 clusters Score -1.188579e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 251818 members 
Entering Unmasked Estep 
Score: -11885908.000000 Penalty: 1134.670532
	Iteration 35Q: 3 clusters Score -1.188591e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 251798 members 
Entering Unmasked Estep 
Score: -11885996.000000 Penalty: 1134.670532
	Iteration 36Q: 3 clusters Score -1.1886e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 251787 members 
Entering Unmasked Estep 
Score: -11886018.000000 Penalty: 1134.670532
	Iteration 37Q: 3 clusters Score -1.188602e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 251796 members 
Entering Unmasked Estep 
Score: -11886043.000000 Penalty: 1134.670532
	Iteration 38Q: 3 clusters Score -1.188604e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 251825 members 
Entering Unmasked Estep 
Score: -11886110.000000 Penalty: 1134.670532
	Iteration 39Q: 3 clusters Score -1.188611e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 251812 members 
Entering Unmasked Estep 
Score: -11886332.000000 Penalty: 1134.670532
	Iteration 40F: 3 clusters Score -1.188633e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 251504 members 
Entering Unmasked Estep 
Score: -11886450.000000 Penalty: 1134.670532
	Iteration 41Q: 3 clusters Score -1.188645e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 251169 members 
Entering Unmasked Estep 
Score: -11886596.000000 Penalty: 1134.670532
	Iteration 42Q: 3 clusters Score -1.18866e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 250836 members 
Entering Unmasked Estep 
Score: -11886757.000000 Penalty: 1134.670532
	Iteration 43Q: 3 clusters Score -1.188676e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 250509 members 
Entering Unmasked Estep 
Score: -11886707.000000 Penalty: 1134.670532
	Iteration 44Q: 3 clusters Score -1.188671e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 250210 members 
Entering Unmasked Estep 
Score: -11886730.000000 Penalty: 1134.670532
	Iteration 45Q: 3 clusters Score -1.188673e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 249902 members 
Entering Unmasked Estep 
Score: -11886755.000000 Penalty: 1134.670532
	Iteration 46Q: 3 clusters Score -1.188676e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 249582 members 
Entering Unmasked Estep 
Score: -11886785.000000 Penalty: 1134.670532
	Iteration 47Q: 3 clusters Score -1.188678e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 249275 members 
Entering Unmasked Estep 
Score: -11886777.000000 Penalty: 1134.670532
	Iteration 48Q: 3 clusters Score -1.188678e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 248980 members 
Entering Unmasked Estep 
Score: -11886789.000000 Penalty: 1134.670532
	Iteration 49Q: 3 clusters Score -1.188679e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 248717 members 
Entering Unmasked Estep 
Score: -11886778.000000 Penalty: 1134.670532
	Iteration 50Q: 3 clusters Score -1.188678e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 248477 members 
Entering Unmasked Estep 
Score: -11886832.000000 Penalty: 1134.670532
	Iteration 51Q: 3 clusters Score -1.188683e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 248244 members 
Entering Unmasked Estep 
Score: -11886804.000000 Penalty: 1134.670532
	Iteration 52Q: 3 clusters Score -1.18868e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 248001 members 
Entering Unmasked Estep 
Score: -11886752.000000 Penalty: 1134.670532
	Iteration 53Q: 3 clusters Score -1.188675e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 247766 members 
Entering Unmasked Estep 
Score: -11886721.000000 Penalty: 1134.670532
	Iteration 54Q: 3 clusters Score -1.188672e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 247544 members 
Entering Unmasked Estep 
Score: -11886715.000000 Penalty: 1134.670532
	Iteration 55Q: 3 clusters Score -1.188672e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 247326 members 
Entering Unmasked Estep 
Score: -11886655.000000 Penalty: 1134.670532
	Iteration 56Q: 3 clusters Score -1.188666e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 247103 members 
Entering Unmasked Estep 
Score: -11886632.000000 Penalty: 1134.670532
	Iteration 57Q: 3 clusters Score -1.188663e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 246877 members 
Entering Unmasked Estep 
Score: -11886633.000000 Penalty: 1134.670532
	Iteration 58Q: 3 clusters Score -1.188663e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 246666 members 
Entering Unmasked Estep 
Score: -11886604.000000 Penalty: 1134.670532
	Iteration 59Q: 3 clusters Score -1.18866e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 246479 members 
Entering Unmasked Estep 
Score: -11886620.000000 Penalty: 1134.670532
	Iteration 60F: 3 clusters Score -1.188662e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 246269 members 
Entering Unmasked Estep 
Score: -11886558.000000 Penalty: 1134.670532
	Iteration 61Q: 3 clusters Score -1.188656e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 246032 members 
Entering Unmasked Estep 
Score: -11886502.000000 Penalty: 1134.670532
	Iteration 62Q: 3 clusters Score -1.18865e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 245772 members 
Entering Unmasked Estep 
Score: -11886449.000000 Penalty: 1134.670532
	Iteration 63Q: 3 clusters Score -1.188645e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 245500 members 
Entering Unmasked Estep 
Score: -11886377.000000 Penalty: 1134.670532
	Iteration 64Q: 3 clusters Score -1.188638e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 245242 members 
Entering Unmasked Estep 
Score: -11886358.000000 Penalty: 1134.670532
	Iteration 65Q: 3 clusters Score -1.188636e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 244954 members 
Entering Unmasked Estep 
Score: -11886303.000000 Penalty: 1134.670532
	Iteration 66Q: 3 clusters Score -1.18863e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 244637 members 
Entering Unmasked Estep 
Score: -11886246.000000 Penalty: 1134.670532
	Iteration 67Q: 3 clusters Score -1.188625e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 244333 members 
Entering Unmasked Estep 
Score: -11886213.000000 Penalty: 1134.670532
	Iteration 68Q: 3 clusters Score -1.188621e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 244009 members 
Entering Unmasked Estep 
Score: -11886104.000000 Penalty: 1134.670532
	Iteration 69Q: 3 clusters Score -1.18861e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 243659 members 
Entering Unmasked Estep 
Score: -11886012.000000 Penalty: 1134.670532
	Iteration 70Q: 3 clusters Score -1.188601e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 243321 members 
Entering Unmasked Estep 
Score: -11885882.000000 Penalty: 1134.670532
	Iteration 71Q: 3 clusters Score -1.188588e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 242954 members 
Entering Unmasked Estep 
Score: -11885845.000000 Penalty: 1134.670532
	Iteration 72Q: 3 clusters Score -1.188584e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 242538 members 
Entering Unmasked Estep 
Score: -11885751.000000 Penalty: 1134.670532
	Iteration 73Q: 3 clusters Score -1.188575e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 242092 members 
Entering Unmasked Estep 
Score: -11885658.000000 Penalty: 1134.670532
	Iteration 74Q: 3 clusters Score -1.188566e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 241622 members 
Entering Unmasked Estep 
Score: -11885664.000000 Penalty: 1134.670532
	Iteration 75Q: 3 clusters Score -1.188566e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 241118 members 
Entering Unmasked Estep 
Score: -11885617.000000 Penalty: 1134.670532
	Iteration 76Q: 3 clusters Score -1.188562e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 240636 members 
Entering Unmasked Estep 
Score: -11885640.000000 Penalty: 1134.670532
	Iteration 77Q: 3 clusters Score -1.188564e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 240092 members 
Entering Unmasked Estep 
Score: -11885575.000000 Penalty: 1134.670532
	Iteration 78Q: 3 clusters Score -1.188558e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 239534 members 
Entering Unmasked Estep 
Score: -11885543.000000 Penalty: 1134.670532
	Iteration 79Q: 3 clusters Score -1.188554e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 238970 members 
Entering Unmasked Estep 
Score: -11885420.000000 Penalty: 1134.670532
	Iteration 80F: 3 clusters Score -1.188542e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 238373 members 
Entering Unmasked Estep 
Score: -11885320.000000 Penalty: 1134.670532
	Iteration 81Q: 3 clusters Score -1.188532e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 237714 members 
Entering Unmasked Estep 
Score: -11885167.000000 Penalty: 1134.670532
	Iteration 82Q: 3 clusters Score -1.188517e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 237055 members 
Entering Unmasked Estep 
Score: -11885070.000000 Penalty: 1134.670532
	Iteration 83Q: 3 clusters Score -1.188507e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 236385 members 
Entering Unmasked Estep 
Score: -11884981.000000 Penalty: 1134.670532
	Iteration 84Q: 3 clusters Score -1.188498e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 235682 members 
Entering Unmasked Estep 
Score: -11884969.000000 Penalty: 1134.670532
	Iteration 85Q: 3 clusters Score -1.188497e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 234915 members 
Entering Unmasked Estep 
Score: -11884905.000000 Penalty: 1134.670532
	Iteration 86Q: 3 clusters Score -1.18849e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 234094 members 
Entering Unmasked Estep 
Score: -11884870.000000 Penalty: 1134.670532
	Iteration 87Q: 3 clusters Score -1.188487e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 233169 members 
Entering Unmasked Estep 
Score: -11884872.000000 Penalty: 1134.670532
	Iteration 88Q: 3 clusters Score -1.188487e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 232223 members 
Entering Unmasked Estep 
Score: -11884768.000000 Penalty: 1134.670532
	Iteration 89Q: 3 clusters Score -1.188477e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 231254 members 
Entering Unmasked Estep 
Score: -11884676.000000 Penalty: 1134.670532
	Iteration 90Q: 3 clusters Score -1.188468e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -11884523.000000 Penalty: 1134.670532
	Iteration 91Q: 3 clusters Score -1.188452e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 229234 members 
Entering Unmasked Estep 
Score: -11884358.000000 Penalty: 1134.670532
	Iteration 92Q: 3 clusters Score -1.188436e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 228121 members 
Entering Unmasked Estep 
Score: -11884240.000000 Penalty: 1134.670532
	Iteration 93Q: 3 clusters Score -1.188424e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 226932 members 
Entering Unmasked Estep 
Score: -11883991.000000 Penalty: 1134.670532
	Iteration 94Q: 3 clusters Score -1.188399e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 225632 members 
Entering Unmasked Estep 
Score: -11883820.000000 Penalty: 1134.670532
	Iteration 95Q: 3 clusters Score -1.188382e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 224245 members 
Entering Unmasked Estep 
Score: -11883560.000000 Penalty: 1134.670532
	Iteration 96Q: 3 clusters Score -1.188356e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 222894 members 
Entering Unmasked Estep 
Score: -11883324.000000 Penalty: 1134.670532
	Iteration 97Q: 3 clusters Score -1.188332e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 221448 members 
Entering Unmasked Estep 
Score: -11883160.000000 Penalty: 1134.670532
	Iteration 98Q: 3 clusters Score -1.188316e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 219916 members 
Entering Unmasked Estep 
Score: -11883086.000000 Penalty: 1134.670532
	Iteration 99Q: 3 clusters Score -1.188309e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -11883067.000000 Penalty: 1134.670532
	Iteration 100F: 3 clusters Score -1.188307e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 216809 members 
Entering Unmasked Estep 
Score: -11883054.000000 Penalty: 1134.670532
	Iteration 101Q: 3 clusters Score -1.188305e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 215285 members 
Entering Unmasked Estep 
Score: -11883012.000000 Penalty: 1134.670532
	Iteration 102Q: 3 clusters Score -1.188301e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 213682 members 
Entering Unmasked Estep 
Score: -11883110.000000 Penalty: 1134.670532
	Iteration 103Q: 3 clusters Score -1.188311e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 212107 members 
Entering Unmasked Estep 
Score: -11883045.000000 Penalty: 1134.670532
	Iteration 104Q: 3 clusters Score -1.188304e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 210515 members 
Entering Unmasked Estep 
Score: -11883013.000000 Penalty: 1134.670532
	Iteration 105Q: 3 clusters Score -1.188301e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 208877 members 
Entering Unmasked Estep 
Score: -11882892.000000 Penalty: 1134.670532
	Iteration 106Q: 3 clusters Score -1.188289e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 207256 members 
Entering Unmasked Estep 
Score: -11882869.000000 Penalty: 1134.670532
	Iteration 107Q: 3 clusters Score -1.188287e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 205638 members 
Entering Unmasked Estep 
Score: -11882865.000000 Penalty: 1134.670532
	Iteration 108Q: 3 clusters Score -1.188286e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 203976 members 
Entering Unmasked Estep 
Score: -11883022.000000 Penalty: 1134.670532
	Iteration 109Q: 3 clusters Score -1.188302e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 202250 members 
Entering Unmasked Estep 
Score: -11883098.000000 Penalty: 1134.670532
	Iteration 110Q: 3 clusters Score -1.18831e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 200555 members 
Entering Unmasked Estep 
Score: -11883202.000000 Penalty: 1134.670532
	Iteration 111Q: 3 clusters Score -1.18832e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 198824 members 
Entering Unmasked Estep 
Score: -11883354.000000 Penalty: 1134.670532
	Iteration 112Q: 3 clusters Score -1.188335e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 197114 members 
Entering Unmasked Estep 
Score: -11883401.000000 Penalty: 1134.670532
	Iteration 113Q: 3 clusters Score -1.18834e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -11883513.000000 Penalty: 1134.670532
	Iteration 114Q: 3 clusters Score -1.188351e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 193483 members 
Entering Unmasked Estep 
Score: -11883484.000000 Penalty: 1134.670532
	Iteration 115Q: 3 clusters Score -1.188348e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 191683 members 
Entering Unmasked Estep 
Score: -11883644.000000 Penalty: 1134.670532
	Iteration 116Q: 3 clusters Score -1.188364e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 189887 members 
Entering Unmasked Estep 
Score: -11883893.000000 Penalty: 1134.670532
	Iteration 117Q: 3 clusters Score -1.188389e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72113 members 
Mstep: Class 2 contains 188009 members 
Entering Unmasked Estep 
Score: -11884274.000000 Penalty: 1134.670532
	Iteration 118Q: 3 clusters Score -1.188427e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 186102 members 
Entering Unmasked Estep 
Score: -11884666.000000 Penalty: 1134.670532
	Iteration 119Q: 3 clusters Score -1.188467e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 184234 members 
Entering Unmasked Estep 
Score: -11884927.000000 Penalty: 1134.670532
	Iteration 120F: 3 clusters Score -1.188493e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 182362 members 
Entering Unmasked Estep 
Score: -11885029.000000 Penalty: 1134.670532
	Iteration 121Q: 3 clusters Score -1.188503e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -11885241.000000 Penalty: 1134.670532
	Iteration 122Q: 3 clusters Score -1.188524e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 178581 members 
Entering Unmasked Estep 
Score: -11885609.000000 Penalty: 1134.670532
	Iteration 123Q: 3 clusters Score -1.188561e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83487 members 
Mstep: Class 2 contains 176635 members 
Entering Unmasked Estep 
Score: -11885980.000000 Penalty: 1134.670532
	Iteration 124Q: 3 clusters Score -1.188598e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -11886350.000000 Penalty: 1134.670532
	Iteration 125Q: 3 clusters Score -1.188635e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 172892 members 
Entering Unmasked Estep 
Score: -11886751.000000 Penalty: 1134.670532
	Iteration 126Q: 3 clusters Score -1.188675e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -11886978.000000 Penalty: 1134.670532
	Iteration 127Q: 3 clusters Score -1.188698e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -11887236.000000 Penalty: 1134.670532
	Iteration 128Q: 3 clusters Score -1.188724e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 168004 members 
Entering Unmasked Estep 
Score: -11887545.000000 Penalty: 1134.670532
	Iteration 129Q: 3 clusters Score -1.188754e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 166481 members 
Entering Unmasked Estep 
Score: -11887854.000000 Penalty: 1134.670532
	Iteration 130Q: 3 clusters Score -1.188785e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95003 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -11888061.000000 Penalty: 1134.670532
	Iteration 131Q: 3 clusters Score -1.188806e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -11888244.000000 Penalty: 1134.670532
	Iteration 132Q: 3 clusters Score -1.188824e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 162462 members 
Entering Unmasked Estep 
Score: -11888493.000000 Penalty: 1134.670532
	Iteration 133Q: 3 clusters Score -1.188849e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 161337 members 
Entering Unmasked Estep 
Score: -11888585.000000 Penalty: 1134.670532
	Iteration 134Q: 3 clusters Score -1.188858e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -11888785.000000 Penalty: 1134.670532
	Iteration 135Q: 3 clusters Score -1.188878e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 159388 members 
Entering Unmasked Estep 
Score: -11888837.000000 Penalty: 1134.670532
	Iteration 136Q: 3 clusters Score -1.188884e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 158469 members 
Entering Unmasked Estep 
Score: -11888889.000000 Penalty: 1134.670532
	Iteration 137Q: 3 clusters Score -1.188889e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -11889012.000000 Penalty: 1134.670532
	Iteration 138Q: 3 clusters Score -1.188901e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -11889063.000000 Penalty: 1134.670532
	Iteration 139Q: 3 clusters Score -1.188906e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 156107 members 
Entering Unmasked Estep 
Score: -11889155.000000 Penalty: 1134.670532
	Iteration 140F: 3 clusters Score -1.188916e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -11889243.000000 Penalty: 1134.670532
	Iteration 141Q: 3 clusters Score -1.188924e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -11889272.000000 Penalty: 1134.670532
	Iteration 142Q: 3 clusters Score -1.188927e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -11889361.000000 Penalty: 1134.670532
	Iteration 143Q: 3 clusters Score -1.188936e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 153862 members 
Entering Unmasked Estep 
Score: -11889426.000000 Penalty: 1134.670532
	Iteration 144Q: 3 clusters Score -1.188943e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -11889523.000000 Penalty: 1134.670532
	Iteration 145Q: 3 clusters Score -1.188952e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -11889525.000000 Penalty: 1134.670532
	Iteration 146Q: 3 clusters Score -1.188952e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 152671 members 
Entering Unmasked Estep 
Score: -11889575.000000 Penalty: 1134.670532
	Iteration 147Q: 3 clusters Score -1.188958e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107733 members 
Mstep: Class 2 contains 152389 members 
Entering Unmasked Estep 
Score: -11889568.000000 Penalty: 1134.670532
	Iteration 148Q: 3 clusters Score -1.188957e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 152108 members 
Entering Unmasked Estep 
Score: -11889551.000000 Penalty: 1134.670532
	Iteration 149Q: 3 clusters Score -1.188955e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108283 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -11889615.000000 Penalty: 1134.670532
	Iteration 150Q: 3 clusters Score -1.188962e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -11889644.000000 Penalty: 1134.670532
	Iteration 151Q: 3 clusters Score -1.188964e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -11889675.000000 Penalty: 1134.670532
	Iteration 152Q: 3 clusters Score -1.188968e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108970 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -11889712.000000 Penalty: 1134.670532
	Iteration 153Q: 3 clusters Score -1.188971e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -11889717.000000 Penalty: 1134.670532
	Iteration 154Q: 3 clusters Score -1.188972e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109289 members 
Mstep: Class 2 contains 150833 members 
Entering Unmasked Estep 
Score: -11889670.000000 Penalty: 1134.670532
	Iteration 155Q: 3 clusters Score -1.188967e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 150677 members 
Entering Unmasked Estep 
Score: -11889666.000000 Penalty: 1134.670532
	Iteration 156Q: 3 clusters Score -1.188967e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -11889643.000000 Penalty: 1134.670532
	Iteration 157Q: 3 clusters Score -1.188964e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -11889674.000000 Penalty: 1134.670532
	Iteration 158Q: 3 clusters Score -1.188967e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -11889686.000000 Penalty: 1134.670532
	Iteration 159Q: 3 clusters Score -1.188969e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 150173 members 
Entering Unmasked Estep 
Score: -11889691.000000 Penalty: 1134.670532
	Iteration 160F: 3 clusters Score -1.188969e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 150093 members 
Entering Unmasked Estep 
Score: -11889704.000000 Penalty: 1134.670532
	Iteration 161Q: 3 clusters Score -1.18897e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -11889705.000000 Penalty: 1134.670532
	Iteration 162Q: 3 clusters Score -1.18897e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110173 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -11889709.000000 Penalty: 1134.670532
	Iteration 163Q: 3 clusters Score -1.188971e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -11889722.000000 Penalty: 1134.670532
	Iteration 164Q: 3 clusters Score -1.188972e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 149848 members 
Entering Unmasked Estep 
Score: -11889727.000000 Penalty: 1134.670532
	Iteration 165Q: 3 clusters Score -1.188973e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -11889713.000000 Penalty: 1134.670532
	Iteration 166Q: 3 clusters Score -1.188971e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 149806 members 
Entering Unmasked Estep 
Score: -11889697.000000 Penalty: 1134.670532
	Iteration 167Q: 3 clusters Score -1.18897e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -11889711.000000 Penalty: 1134.670532
	Iteration 168Q: 3 clusters Score -1.188971e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 149744 members 
Entering Unmasked Estep 
Score: -11889729.000000 Penalty: 1134.670532
	Iteration 169Q: 3 clusters Score -1.188973e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -11889743.000000 Penalty: 1134.670532
	Iteration 170Q: 3 clusters Score -1.188974e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
Score: -11889711.000000 Penalty: 1134.670532
	Iteration 171Q: 3 clusters Score -1.188971e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -11889712.000000 Penalty: 1134.670532
	Iteration 172Q: 3 clusters Score -1.188971e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 149627 members 
Entering Unmasked Estep 
Score: -11889752.000000 Penalty: 1134.670532
	Iteration 173Q: 3 clusters Score -1.188975e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
Score: -11889754.000000 Penalty: 1134.670532
	Iteration 174Q: 3 clusters Score -1.188975e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110584 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -11889785.000000 Penalty: 1134.670532
	Iteration 175Q: 3 clusters Score -1.188978e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 149482 members 
Entering Unmasked Estep 
Score: -11889780.000000 Penalty: 1134.670532
	Iteration 176Q: 3 clusters Score -1.188978e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -11889810.000000 Penalty: 1134.670532
	Iteration 177Q: 3 clusters Score -1.188981e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -11889799.000000 Penalty: 1134.670532
	Iteration 178Q: 3 clusters Score -1.18898e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -11889784.000000 Penalty: 1134.670532
	Iteration 179Q: 3 clusters Score -1.188978e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 149267 members 
Entering Unmasked Estep 
Score: -11889784.000000 Penalty: 1134.670532
	Iteration 180F: 3 clusters Score -1.188978e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -11889772.000000 Penalty: 1134.670532
	Iteration 181Q: 3 clusters Score -1.188977e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -11889750.000000 Penalty: 1134.670532
	Iteration 182Q: 3 clusters Score -1.188975e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -11889743.000000 Penalty: 1134.670532
	Iteration 183Q: 3 clusters Score -1.188974e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -11889755.000000 Penalty: 1134.670532
	Iteration 184Q: 3 clusters Score -1.188976e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -11889736.000000 Penalty: 1134.670532
	Iteration 185Q: 3 clusters Score -1.188974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 149169 members 
Entering Unmasked Estep 
Score: -11889752.000000 Penalty: 1134.670532
	Iteration 186Q: 3 clusters Score -1.188975e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -11889761.000000 Penalty: 1134.670532
	Iteration 187Q: 3 clusters Score -1.188976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110960 members 
Mstep: Class 2 contains 149162 members 
Entering Unmasked Estep 
Score: -11889759.000000 Penalty: 1134.670532
	Iteration 188Q: 3 clusters Score -1.188976e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -11889757.000000 Penalty: 1134.670532
	Iteration 189Q: 3 clusters Score -1.188976e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110956 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -11889769.000000 Penalty: 1134.670532
	Iteration 190Q: 3 clusters Score -1.188977e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -11889777.000000 Penalty: 1134.670532
	Iteration 191Q: 3 clusters Score -1.188978e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -11889772.000000 Penalty: 1134.670532
	Iteration 192Q: 3 clusters Score -1.188977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -11889768.000000 Penalty: 1134.670532
	Iteration 193Q: 3 clusters Score -1.188977e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -11889776.000000 Penalty: 1134.670532
	Iteration 194Q: 3 clusters Score -1.188978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -11889775.000000 Penalty: 1134.670532
	Iteration 195Q: 3 clusters Score -1.188978e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -11889764.000000 Penalty: 1134.670532
	Iteration 196Q: 3 clusters Score -1.188976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -11889769.000000 Penalty: 1134.670532
	Iteration 197Q: 3 clusters Score -1.188977e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -11889755.000000 Penalty: 1134.670532
	Iteration 198Q: 3 clusters Score -1.188976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -11889772.000000 Penalty: 1134.670532
	Iteration 199Q: 3 clusters Score -1.188977e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 149171 members 
Entering Unmasked Estep 
Score: -11889794.000000 Penalty: 1134.670532
	Iteration 200F: 3 clusters Score -1.188979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 149177 members 
Entering Unmasked Estep 
Score: -11889787.000000 Penalty: 1134.670532
	Iteration 201Q: 3 clusters Score -1.188979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -11889786.000000 Penalty: 1134.670532
	Iteration 202Q: 3 clusters Score -1.188979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -11889790.000000 Penalty: 1134.670532
	Iteration 203Q: 3 clusters Score -1.188979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 149186 members 
Entering Unmasked Estep 
Score: -11889795.000000 Penalty: 1134.670532
	Iteration 204Q: 3 clusters Score -1.18898e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -11889804.000000 Penalty: 1134.670532
	Iteration 205Q: 3 clusters Score -1.18898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -11889777.000000 Penalty: 1134.670532
	Iteration 206Q: 3 clusters Score -1.188978e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 149218 members 
Entering Unmasked Estep 
Score: -11889781.000000 Penalty: 1134.670532
	Iteration 207Q: 3 clusters Score -1.188978e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 149221 members 
Entering Unmasked Estep 
Score: -11889782.000000 Penalty: 1134.670532
	Iteration 208Q: 3 clusters Score -1.188978e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -11889800.000000 Penalty: 1134.670532
	Iteration 209Q: 3 clusters Score -1.18898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -11889799.000000 Penalty: 1134.670532
	Iteration 210Q: 3 clusters Score -1.18898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -11889780.000000 Penalty: 1134.670532
	Iteration 211Q: 3 clusters Score -1.188978e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -11889768.000000 Penalty: 1134.670532
	Iteration 212Q: 3 clusters Score -1.188977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -11889785.000000 Penalty: 1134.670532
	Iteration 213Q: 3 clusters Score -1.188978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -11889793.000000 Penalty: 1134.670532
	Iteration 214Q: 3 clusters Score -1.188979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -11889791.000000 Penalty: 1134.670532
	Iteration 215Q: 3 clusters Score -1.188979e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110930 members 
Mstep: Class 2 contains 149192 members 
Entering Unmasked Estep 
Score: -11889788.000000 Penalty: 1134.670532
	Iteration 216Q: 3 clusters Score -1.188979e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -11889779.000000 Penalty: 1134.670532
	Iteration 217Q: 3 clusters Score -1.188978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -11889800.000000 Penalty: 1134.670532
	Iteration 218Q: 3 clusters Score -1.18898e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 149123 members 
Entering Unmasked Estep 
Score: -11889802.000000 Penalty: 1134.670532
	Iteration 219Q: 3 clusters Score -1.18898e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111032 members 
Mstep: Class 2 contains 149090 members 
Entering Unmasked Estep 
Score: -11889803.000000 Penalty: 1134.670532
	Iteration 220F: 3 clusters Score -1.18898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -11889816.000000 Penalty: 1134.670532
	Iteration 221Q: 3 clusters Score -1.188982e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -11889805.000000 Penalty: 1134.670532
	Iteration 222Q: 3 clusters Score -1.18898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -11889809.000000 Penalty: 1134.670532
	Iteration 223Q: 3 clusters Score -1.188981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -11889799.000000 Penalty: 1134.670532
	Iteration 224Q: 3 clusters Score -1.18898e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111247 members 
Mstep: Class 2 contains 148875 members 
Entering Unmasked Estep 
Score: -11889785.000000 Penalty: 1134.670532
	Iteration 225Q: 3 clusters Score -1.188978e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -11889813.000000 Penalty: 1134.670532
	Iteration 226Q: 3 clusters Score -1.188981e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -11889803.000000 Penalty: 1134.670532
	Iteration 227Q: 3 clusters Score -1.18898e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111340 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -11889814.000000 Penalty: 1134.670532
	Iteration 228Q: 3 clusters Score -1.188981e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 148776 members 
Entering Unmasked Estep 
Score: -11889822.000000 Penalty: 1134.670532
	Iteration 229Q: 3 clusters Score -1.188982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -11889799.000000 Penalty: 1134.670532
	Iteration 230Q: 3 clusters Score -1.18898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -11889798.000000 Penalty: 1134.670532
	Iteration 231Q: 3 clusters Score -1.18898e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -11889797.000000 Penalty: 1134.670532
	Iteration 232Q: 3 clusters Score -1.18898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -11889804.000000 Penalty: 1134.670532
	Iteration 233Q: 3 clusters Score -1.18898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 148796 members 
Entering Unmasked Estep 
Score: -11889800.000000 Penalty: 1134.670532
	Iteration 234Q: 3 clusters Score -1.18898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -11889791.000000 Penalty: 1134.670532
	Iteration 235Q: 3 clusters Score -1.188979e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -11889801.000000 Penalty: 1134.670532
	Iteration 236Q: 3 clusters Score -1.18898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -11889807.000000 Penalty: 1134.670532
	Iteration 237Q: 3 clusters Score -1.188981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -11889806.000000 Penalty: 1134.670532
	Iteration 238Q: 3 clusters Score -1.188981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 148850 members 
Entering Unmasked Estep 
Score: -11889815.000000 Penalty: 1134.670532
	Iteration 239Q: 3 clusters Score -1.188982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -11889801.000000 Penalty: 1134.670532
	Iteration 240F: 3 clusters Score -1.18898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -11889812.000000 Penalty: 1134.670532
	Iteration 241Q: 3 clusters Score -1.188981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -11889810.000000 Penalty: 1134.670532
	Iteration 242Q: 3 clusters Score -1.188981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 148853 members 
Entering Unmasked Estep 
Score: -11889820.000000 Penalty: 1134.670532
	Iteration 243Q: 3 clusters Score -1.188982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -11889823.000000 Penalty: 1134.670532
	Iteration 244Q: 3 clusters Score -1.188982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -11889824.000000 Penalty: 1134.670532
	Iteration 245Q: 3 clusters Score -1.188982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 1134.670532
	Iteration 246Q: 3 clusters Score -1.188982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -11889835.000000 Penalty: 1134.670532
	Iteration 247Q: 3 clusters Score -1.188984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -11889834.000000 Penalty: 1134.670532
	Iteration 248Q: 3 clusters Score -1.188983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -11889834.000000 Penalty: 1134.670532
	Iteration 249Q: 3 clusters Score -1.188983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -11889843.000000 Penalty: 1134.670532
	Iteration 250Q: 3 clusters Score -1.188984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 148806 members 
Entering Unmasked Estep 
Score: -11889833.000000 Penalty: 1134.670532
	Iteration 251Q: 3 clusters Score -1.188983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111313 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -11889837.000000 Penalty: 1134.670532
	Iteration 252Q: 3 clusters Score -1.188984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -11889826.000000 Penalty: 1134.670532
	Iteration 253Q: 3 clusters Score -1.188983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -11889823.000000 Penalty: 1134.670532
	Iteration 254Q: 3 clusters Score -1.188982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111311 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -11889824.000000 Penalty: 1134.670532
	Iteration 255Q: 3 clusters Score -1.188982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -11889826.000000 Penalty: 1134.670532
	Iteration 256Q: 3 clusters Score -1.188983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -11889821.000000 Penalty: 1134.670532
	Iteration 257Q: 3 clusters Score -1.188982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -11889827.000000 Penalty: 1134.670532
	Iteration 258Q: 3 clusters Score -1.188983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 148808 members 
Entering Unmasked Estep 
Score: -11889825.000000 Penalty: 1134.670532
	Iteration 259Q: 3 clusters Score -1.188982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -11889829.000000 Penalty: 1134.670532
	Iteration 260F: 3 clusters Score -1.188983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -11889833.000000 Penalty: 1134.670532
	Iteration 261Q: 3 clusters Score -1.188983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -11889831.000000 Penalty: 1134.670532
	Iteration 262Q: 3 clusters Score -1.188983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -11889838.000000 Penalty: 1134.670532
	Iteration 263Q: 3 clusters Score -1.188984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -11889839.000000 Penalty: 1134.670532
	Iteration 264Q: 3 clusters Score -1.188984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -11889836.000000 Penalty: 1134.670532
	Iteration 265Q: 3 clusters Score -1.188984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -11889836.000000 Penalty: 1134.670532
	Iteration 266Q: 3 clusters Score -1.188984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -11889834.000000 Penalty: 1134.670532
	Iteration 267Q: 3 clusters Score -1.188983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -11889834.000000 Penalty: 1134.670532
	Iteration 268Q: 3 clusters Score -1.188983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -11889836.000000 Penalty: 1134.670532
	Iteration 269Q: 3 clusters Score -1.188984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -11889837.000000 Penalty: 1134.670532
	Iteration 270Q: 3 clusters Score -1.188984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -11889830.000000 Penalty: 1134.670532
	Iteration 271Q: 3 clusters Score -1.188983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 148804 members 
Entering Unmasked Estep 
Score: -11889830.000000 Penalty: 1134.670532
	Iteration 272F: 3 clusters Score -1.188983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2834 members 
Entering Unmasked Estep 
Score: -23185728.000000 Penalty: 9582.158203
Splitting cluster 2 changes total score from -23176740.000000 to -23185728.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (10332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Entering Unmasked Estep 
Score: -509485.968750 Penalty: 420.556549
	Iteration 0F: 2 clusters Score -509486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -502605.718750 Penalty: 841.113098
	Iteration 0F: 3 clusters Score -502605.7 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -505472.281250 Penalty: 841.113098
	Iteration 1F: 3 clusters Score -505472.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -505814.812500 Penalty: 841.113098
	Iteration 2F: 3 clusters Score -505814.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -506338.531250 Penalty: 841.113098
	Iteration 3F: 3 clusters Score -506338.5 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -507050.156250 Penalty: 841.113098
	Iteration 4F: 3 clusters Score -507050.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -507739.625000 Penalty: 841.113098
	Iteration 5F: 3 clusters Score -507739.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -508215.281250 Penalty: 841.113098
	Iteration 6F: 3 clusters Score -508215.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -508457.250000 Penalty: 841.113098
	Iteration 7Q: 3 clusters Score -508457.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -508590.406250 Penalty: 841.113098
	Iteration 8Q: 3 clusters Score -508590.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -508672.781250 Penalty: 841.113098
	Iteration 9Q: 3 clusters Score -508672.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -508727.656250 Penalty: 841.113098
	Iteration 10Q: 3 clusters Score -508727.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -508772.093750 Penalty: 841.113098
	Iteration 11Q: 3 clusters Score -508772.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -508818.093750 Penalty: 841.113098
	Iteration 12Q: 3 clusters Score -508818.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -508875.468750 Penalty: 841.113098
	Iteration 13Q: 3 clusters Score -508875.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -508930.281250 Penalty: 841.113098
	Iteration 14Q: 3 clusters Score -508930.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -508968.437500 Penalty: 841.113098
	Iteration 15Q: 3 clusters Score -508968.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -508998.218750 Penalty: 841.113098
	Iteration 16Q: 3 clusters Score -508998.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -509023.281250 Penalty: 841.113098
	Iteration 17Q: 3 clusters Score -509023.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -509040.093750 Penalty: 841.113098
	Iteration 18Q: 3 clusters Score -509040.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -509048.156250 Penalty: 841.113098
	Iteration 19Q: 3 clusters Score -509048.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -509054.812500 Penalty: 841.113098
	Iteration 20F: 3 clusters Score -509054.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -509061.437500 Penalty: 841.113098
	Iteration 21Q: 3 clusters Score -509061.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -509068.625000 Penalty: 841.113098
	Iteration 22Q: 3 clusters Score -509068.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -509075.250000 Penalty: 841.113098
	Iteration 23Q: 3 clusters Score -509075.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -509088.625000 Penalty: 841.113098
	Iteration 24Q: 3 clusters Score -509088.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -509099.843750 Penalty: 841.113098
	Iteration 25Q: 3 clusters Score -509099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -509109.375000 Penalty: 841.113098
	Iteration 26Q: 3 clusters Score -509109.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -509117.062500 Penalty: 841.113098
	Iteration 27Q: 3 clusters Score -509117.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -509126.593750 Penalty: 841.113098
	Iteration 28Q: 3 clusters Score -509126.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -509134.218750 Penalty: 841.113098
	Iteration 29Q: 3 clusters Score -509134.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -509140.781250 Penalty: 841.113098
	Iteration 30Q: 3 clusters Score -509140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -509143.843750 Penalty: 841.113098
	Iteration 31Q: 3 clusters Score -509143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -509146.500000 Penalty: 841.113098
	Iteration 32Q: 3 clusters Score -509146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -509147.843750 Penalty: 841.113098
	Iteration 33Q: 3 clusters Score -509147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -509150.062500 Penalty: 841.113098
	Iteration 34Q: 3 clusters Score -509150.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -509150.437500 Penalty: 841.113098
	Iteration 35Q: 3 clusters Score -509150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -509153.531250 Penalty: 841.113098
	Iteration 36Q: 3 clusters Score -509153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -509153.468750 Penalty: 841.113098
	Iteration 37Q: 3 clusters Score -509153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -509154.656250 Penalty: 841.113098
	Iteration 38Q: 3 clusters Score -509154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -509156.406250 Penalty: 841.113098
	Iteration 39Q: 3 clusters Score -509156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -509157.031250 Penalty: 841.113098
	Iteration 40F: 3 clusters Score -509157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -509156.906250 Penalty: 841.113098
	Iteration 41Q: 3 clusters Score -509156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -509158.093750 Penalty: 841.113098
	Iteration 42Q: 3 clusters Score -509158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -509158.812500 Penalty: 841.113098
	Iteration 43Q: 3 clusters Score -509158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -509159.000000 Penalty: 841.113098
	Iteration 44Q: 3 clusters Score -509159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -509159.000000 Penalty: 841.113098
	Iteration 45F: 3 clusters Score -509159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -52840.531250 Penalty: 329.122223
	Iteration 0F: 2 clusters Score -52840.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51826.601562 Penalty: 658.244446
	Iteration 0F: 3 clusters Score -51826.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52676.031250 Penalty: 658.244446
	Iteration 1F: 3 clusters Score -52676.03 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -53205.753906 Penalty: 658.244446
	Iteration 2F: 3 clusters Score -53205.75 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53637.800781 Penalty: 658.244446
	Iteration 3F: 3 clusters Score -53637.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -53956.257812 Penalty: 658.244446
	Iteration 4F: 3 clusters Score -53956.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -54082.105469 Penalty: 658.244446
	Iteration 5Q: 3 clusters Score -54082.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -54119.199219 Penalty: 658.244446
	Iteration 6Q: 3 clusters Score -54119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -54135.375000 Penalty: 658.244446
	Iteration 7Q: 3 clusters Score -54135.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -54149.425781 Penalty: 658.244446
	Iteration 8Q: 3 clusters Score -54149.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -54165.878906 Penalty: 658.244446
	Iteration 9Q: 3 clusters Score -54165.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -54169.332031 Penalty: 658.244446
	Iteration 10Q: 3 clusters Score -54169.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -54170.933594 Penalty: 658.244446
	Iteration 11Q: 3 clusters Score -54170.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -54171.523438 Penalty: 658.244446
	Iteration 12Q: 3 clusters Score -54171.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -54172.363281 Penalty: 658.244446
	Iteration 13Q: 3 clusters Score -54172.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -54172.519531 Penalty: 658.244446
	Iteration 14Q: 3 clusters Score -54172.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -54172.519531 Penalty: 658.244446
	Iteration 15F: 3 clusters Score -54172.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2834 members 
Entering Unmasked Estep 
Score: -23186790.000000 Penalty: 10181.042969
Splitting cluster 7 changes total score from -23176740.000000 to -23186790.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (61425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Entering Unmasked Estep 
Score: -2756741.250000 Penalty: 501.663513
	Iteration 0F: 2 clusters Score -2756741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -2715286.000000 Penalty: 1003.327026
	Iteration 0F: 3 clusters Score -2715286 nChanged 30008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -2735574.750000 Penalty: 1003.327026
	Iteration 1F: 3 clusters Score -2735575 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -2738618.500000 Penalty: 1003.327026
	Iteration 2F: 3 clusters Score -2738618 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -2742454.750000 Penalty: 1003.327026
	Iteration 3F: 3 clusters Score -2742455 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -2746098.500000 Penalty: 1003.327026
	Iteration 4F: 3 clusters Score -2746098 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -2749064.750000 Penalty: 1003.327026
	Iteration 5F: 3 clusters Score -2749065 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -2751760.000000 Penalty: 1003.327026
	Iteration 6Q: 3 clusters Score -2751760 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -2754331.000000 Penalty: 1003.327026
	Iteration 7Q: 3 clusters Score -2754331 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -2755891.500000 Penalty: 1003.327026
	Iteration 8Q: 3 clusters Score -2755892 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -2756204.500000 Penalty: 1003.327026
	Iteration 9Q: 3 clusters Score -2756204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -2756263.250000 Penalty: 1003.327026
	Iteration 10Q: 3 clusters Score -2756263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -2756285.250000 Penalty: 1003.327026
	Iteration 11Q: 3 clusters Score -2756285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -2756301.000000 Penalty: 1003.327026
	Iteration 12Q: 3 clusters Score -2756301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -2756307.250000 Penalty: 1003.327026
	Iteration 13Q: 3 clusters Score -2756307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -2756317.250000 Penalty: 1003.327026
	Iteration 14Q: 3 clusters Score -2756317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -2756329.500000 Penalty: 1003.327026
	Iteration 15Q: 3 clusters Score -2756330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -2756332.000000 Penalty: 1003.327026
	Iteration 16Q: 3 clusters Score -2756332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -2756332.500000 Penalty: 1003.327026
	Iteration 17Q: 3 clusters Score -2756332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -2756332.500000 Penalty: 1003.327026
	Iteration 18F: 3 clusters Score -2756332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Entering Unmasked Estep 
Score: -4725969.000000 Penalty: 524.122498
	Iteration 0F: 2 clusters Score -4725969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -4658207.000000 Penalty: 1048.244995
	Iteration 0F: 3 clusters Score -4658207 nChanged 49290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -4687240.000000 Penalty: 1048.244995
	Iteration 1F: 3 clusters Score -4687240 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -4688306.000000 Penalty: 1048.244995
	Iteration 2Q: 3 clusters Score -4688306 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4690116.500000 Penalty: 1048.244995
	Iteration 3Q: 3 clusters Score -4690116 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4693158.500000 Penalty: 1048.244995
	Iteration 4F: 3 clusters Score -4693158 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4697879.000000 Penalty: 1048.244995
	Iteration 5F: 3 clusters Score -4697879 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4704032.500000 Penalty: 1048.244995
	Iteration 6F: 3 clusters Score -4704032 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4710174.000000 Penalty: 1048.244995
	Iteration 7F: 3 clusters Score -4710174 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4715244.000000 Penalty: 1048.244995
	Iteration 8F: 3 clusters Score -4715244 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4718769.500000 Penalty: 1048.244995
	Iteration 9Q: 3 clusters Score -4718770 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4721071.000000 Penalty: 1048.244995
	Iteration 10Q: 3 clusters Score -4721071 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96746 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4722461.500000 Penalty: 1048.244995
	Iteration 11Q: 3 clusters Score -4722462 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4723367.000000 Penalty: 1048.244995
	Iteration 12Q: 3 clusters Score -4723367 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4724019.000000 Penalty: 1048.244995
	Iteration 13Q: 3 clusters Score -4724019 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4724436.000000 Penalty: 1048.244995
	Iteration 14Q: 3 clusters Score -4724436 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4724759.500000 Penalty: 1048.244995
	Iteration 15Q: 3 clusters Score -4724760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4724975.500000 Penalty: 1048.244995
	Iteration 16Q: 3 clusters Score -4724976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4725113.000000 Penalty: 1048.244995
	Iteration 17Q: 3 clusters Score -4725113 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100156 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4725212.000000 Penalty: 1048.244995
	Iteration 18Q: 3 clusters Score -4725212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4725279.000000 Penalty: 1048.244995
	Iteration 19Q: 3 clusters Score -4725279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4725331.000000 Penalty: 1048.244995
	Iteration 20F: 3 clusters Score -4725331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4725377.500000 Penalty: 1048.244995
	Iteration 21Q: 3 clusters Score -4725378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4725416.500000 Penalty: 1048.244995
	Iteration 22Q: 3 clusters Score -4725416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100447 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4725448.500000 Penalty: 1048.244995
	Iteration 23Q: 3 clusters Score -4725448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4725459.000000 Penalty: 1048.244995
	Iteration 24Q: 3 clusters Score -4725459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4725468.500000 Penalty: 1048.244995
	Iteration 25Q: 3 clusters Score -4725468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100480 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4725478.500000 Penalty: 1048.244995
	Iteration 26Q: 3 clusters Score -4725478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4725487.500000 Penalty: 1048.244995
	Iteration 27Q: 3 clusters Score -4725488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4725497.000000 Penalty: 1048.244995
	Iteration 28Q: 3 clusters Score -4725497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4725503.000000 Penalty: 1048.244995
	Iteration 29Q: 3 clusters Score -4725503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4725513.000000 Penalty: 1048.244995
	Iteration 30Q: 3 clusters Score -4725513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4725518.000000 Penalty: 1048.244995
	Iteration 31Q: 3 clusters Score -4725518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4725517.000000 Penalty: 1048.244995
	Iteration 32Q: 3 clusters Score -4725517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4725517.000000 Penalty: 1048.244995
	Iteration 33F: 3 clusters Score -4725517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Entering Unmasked Estep 
Score: -399436.062500 Penalty: 414.794373
	Iteration 0F: 2 clusters Score -399436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -393407.000000 Penalty: 829.588745
	Iteration 0F: 3 clusters Score -393407 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -395875.312500 Penalty: 829.588745
	Iteration 1F: 3 clusters Score -395875.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -396358.218750 Penalty: 829.588745
	Iteration 2F: 3 clusters Score -396358.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -397011.312500 Penalty: 829.588745
	Iteration 3F: 3 clusters Score -397011.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -397669.500000 Penalty: 829.588745
	Iteration 4F: 3 clusters Score -397669.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -398222.218750 Penalty: 829.588745
	Iteration 5F: 3 clusters Score -398222.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -398611.687500 Penalty: 829.588745
	Iteration 6Q: 3 clusters Score -398611.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -398849.906250 Penalty: 829.588745
	Iteration 7Q: 3 clusters Score -398849.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -398968.593750 Penalty: 829.588745
	Iteration 8Q: 3 clusters Score -398968.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -399036.625000 Penalty: 829.588745
	Iteration 9Q: 3 clusters Score -399036.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -399058.562500 Penalty: 829.588745
	Iteration 10Q: 3 clusters Score -399058.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -399071.375000 Penalty: 829.588745
	Iteration 11Q: 3 clusters Score -399071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -399072.500000 Penalty: 829.588745
	Iteration 12Q: 3 clusters Score -399072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -399072.500000 Penalty: 829.588745
	Iteration 13F: 3 clusters Score -399072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Entering Unmasked Estep 
Score: -497225.375000 Penalty: 426.319031
	Iteration 0F: 2 clusters Score -497225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -489346.812500 Penalty: 852.638062
	Iteration 0F: 3 clusters Score -489346.8 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -492586.312500 Penalty: 852.638062
	Iteration 1F: 3 clusters Score -492586.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -493009.156250 Penalty: 852.638062
	Iteration 2F: 3 clusters Score -493009.2 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -493874.031250 Penalty: 852.638062
	Iteration 3F: 3 clusters Score -493874 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -495479.093750 Penalty: 852.638062
	Iteration 4F: 3 clusters Score -495479.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -497018.312500 Penalty: 852.638062
	Iteration 5F: 3 clusters Score -497018.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -497718.906250 Penalty: 852.638062
	Iteration 6F: 3 clusters Score -497718.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -497897.531250 Penalty: 852.638062
	Iteration 7Q: 3 clusters Score -497897.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -497939.906250 Penalty: 852.638062
	Iteration 8Q: 3 clusters Score -497939.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -497954.781250 Penalty: 852.638062
	Iteration 9Q: 3 clusters Score -497954.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -497959.312500 Penalty: 852.638062
	Iteration 10Q: 3 clusters Score -497959.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -497961.875000 Penalty: 852.638062
	Iteration 11Q: 3 clusters Score -497961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -497963.625000 Penalty: 852.638062
	Iteration 12Q: 3 clusters Score -497963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -497963.750000 Penalty: 852.638062
	Iteration 13Q: 3 clusters Score -497963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -497963.031250 Penalty: 852.638062
	Iteration 14Q: 3 clusters Score -497963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -497962.906250 Penalty: 852.638062
	Iteration 15Q: 3 clusters Score -497962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -497962.812500 Penalty: 852.638062
	Iteration 16Q: 3 clusters Score -497962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -497962.781250 Penalty: 852.638062
	Iteration 17Q: 3 clusters Score -497962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -497962.218750 Penalty: 852.638062
	Iteration 18Q: 3 clusters Score -497962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -497963.625000 Penalty: 852.638062
	Iteration 19Q: 3 clusters Score -497963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -497963.562500 Penalty: 852.638062
	Iteration 20F: 3 clusters Score -497963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -497964.187500 Penalty: 852.638062
	Iteration 21Q: 3 clusters Score -497964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -497964.187500 Penalty: 852.638062
	Iteration 22F: 3 clusters Score -497964.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2834 members 
Entering Unmasked Estep 
Score: -23187372.000000 Penalty: 10779.927734
Splitting cluster 12 changes total score from -23176740.000000 to -23187372.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -18903.019531 Penalty: 285.243896
	Iteration 0F: 2 clusters Score -18903.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18436.910156 Penalty: 570.487793
	Iteration 0F: 3 clusters Score -18436.91 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18620.082031 Penalty: 570.487793
	Iteration 1F: 3 clusters Score -18620.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18748.398438 Penalty: 570.487793
	Iteration 2F: 3 clusters Score -18748.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -19013.880859 Penalty: 570.487793
	Iteration 3F: 3 clusters Score -19013.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -19268.355469 Penalty: 570.487793
	Iteration 4F: 3 clusters Score -19268.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19445.845703 Penalty: 570.487793
	Iteration 5F: 3 clusters Score -19445.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19574.125000 Penalty: 570.487793
	Iteration 6Q: 3 clusters Score -19574.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -19662.093750 Penalty: 570.487793
	Iteration 7Q: 3 clusters Score -19662.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19679.072266 Penalty: 570.487793
	Iteration 8Q: 3 clusters Score -19679.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19691.812500 Penalty: 570.487793
	Iteration 9Q: 3 clusters Score -19691.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19693.287109 Penalty: 570.487793
	Iteration 10Q: 3 clusters Score -19693.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19694.009766 Penalty: 570.487793
	Iteration 11Q: 3 clusters Score -19694.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19694.009766 Penalty: 570.487793
	Iteration 12F: 3 clusters Score -19694.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2834 members 
Entering Unmasked Estep 
Score: -23187848.000000 Penalty: 11378.812500
Splitting cluster 13 changes total score from -23176740.000000 to -23187848.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -54061.531250 Penalty: 329.449554
	Iteration 0F: 2 clusters Score -54061.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -53086.128906 Penalty: 658.899109
	Iteration 0F: 3 clusters Score -53086.13 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54327.445312 Penalty: 658.899109
	Iteration 1F: 3 clusters Score -54327.45 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54755.722656 Penalty: 658.899109
	Iteration 2F: 3 clusters Score -54755.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54875.027344 Penalty: 658.899109
	Iteration 3F: 3 clusters Score -54875.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54926.839844 Penalty: 658.899109
	Iteration 4Q: 3 clusters Score -54926.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54978.312500 Penalty: 658.899109
	Iteration 5Q: 3 clusters Score -54978.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -55033.824219 Penalty: 658.899109
	Iteration 6Q: 3 clusters Score -55033.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -55079.089844 Penalty: 658.899109
	Iteration 7Q: 3 clusters Score -55079.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -55110.359375 Penalty: 658.899109
	Iteration 8Q: 3 clusters Score -55110.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -55134.277344 Penalty: 658.899109
	Iteration 9Q: 3 clusters Score -55134.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -55161.945312 Penalty: 658.899109
	Iteration 10Q: 3 clusters Score -55161.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55198.863281 Penalty: 658.899109
	Iteration 11Q: 3 clusters Score -55198.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -55233.238281 Penalty: 658.899109
	Iteration 12Q: 3 clusters Score -55233.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -55269.363281 Penalty: 658.899109
	Iteration 13Q: 3 clusters Score -55269.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -55310.382812 Penalty: 658.899109
	Iteration 14Q: 3 clusters Score -55310.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -55348.218750 Penalty: 658.899109
	Iteration 15Q: 3 clusters Score -55348.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -55376.902344 Penalty: 658.899109
	Iteration 16Q: 3 clusters Score -55376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -55394.925781 Penalty: 658.899109
	Iteration 17Q: 3 clusters Score -55394.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -55407.910156 Penalty: 658.899109
	Iteration 18Q: 3 clusters Score -55407.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -55424.218750 Penalty: 658.899109
	Iteration 19Q: 3 clusters Score -55424.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -55443.925781 Penalty: 658.899109
	Iteration 20F: 3 clusters Score -55443.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -55465.574219 Penalty: 658.899109
	Iteration 21Q: 3 clusters Score -55465.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -55498.464844 Penalty: 658.899109
	Iteration 22Q: 3 clusters Score -55498.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -55532.156250 Penalty: 658.899109
	Iteration 23Q: 3 clusters Score -55532.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -55544.300781 Penalty: 658.899109
	Iteration 24Q: 3 clusters Score -55544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -55545.882812 Penalty: 658.899109
	Iteration 25Q: 3 clusters Score -55545.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55546.496094 Penalty: 658.899109
	Iteration 26Q: 3 clusters Score -55546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -55546.496094 Penalty: 658.899109
	Iteration 27F: 3 clusters Score -55546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2834 members 
Entering Unmasked Estep 
Score: -23189064.000000 Penalty: 11977.697266
Splitting cluster 14 changes total score from -23176740.000000 to -23189064.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (16026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Entering Unmasked Estep 
Score: -770676.375000 Penalty: 440.529541
	Iteration 0F: 2 clusters Score -770676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -760081.500000 Penalty: 881.059082
	Iteration 0F: 3 clusters Score -760081.5 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -764410.437500 Penalty: 881.059082
	Iteration 1F: 3 clusters Score -764410.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -764625.375000 Penalty: 881.059082
	Iteration 2Q: 3 clusters Score -764625.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -764904.750000 Penalty: 881.059082
	Iteration 3Q: 3 clusters Score -764904.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -765315.250000 Penalty: 881.059082
	Iteration 4Q: 3 clusters Score -765315.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -765995.125000 Penalty: 881.059082
	Iteration 5F: 3 clusters Score -765995.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -766858.562500 Penalty: 881.059082
	Iteration 6F: 3 clusters Score -766858.6 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -767632.250000 Penalty: 881.059082
	Iteration 7F: 3 clusters Score -767632.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -768071.125000 Penalty: 881.059082
	Iteration 8F: 3 clusters Score -768071.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -768244.750000 Penalty: 881.059082
	Iteration 9Q: 3 clusters Score -768244.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -768344.187500 Penalty: 881.059082
	Iteration 10Q: 3 clusters Score -768344.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -768410.562500 Penalty: 881.059082
	Iteration 11Q: 3 clusters Score -768410.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -768459.437500 Penalty: 881.059082
	Iteration 12Q: 3 clusters Score -768459.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -768506.312500 Penalty: 881.059082
	Iteration 13Q: 3 clusters Score -768506.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -768541.000000 Penalty: 881.059082
	Iteration 14Q: 3 clusters Score -768541 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -768572.000000 Penalty: 881.059082
	Iteration 15Q: 3 clusters Score -768572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -768617.937500 Penalty: 881.059082
	Iteration 16Q: 3 clusters Score -768617.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -768672.437500 Penalty: 881.059082
	Iteration 17Q: 3 clusters Score -768672.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -768747.000000 Penalty: 881.059082
	Iteration 18Q: 3 clusters Score -768747 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -768829.500000 Penalty: 881.059082
	Iteration 19Q: 3 clusters Score -768829.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -768930.562500 Penalty: 881.059082
	Iteration 20F: 3 clusters Score -768930.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -769043.375000 Penalty: 881.059082
	Iteration 21Q: 3 clusters Score -769043.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -769181.250000 Penalty: 881.059082
	Iteration 22Q: 3 clusters Score -769181.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -769309.750000 Penalty: 881.059082
	Iteration 23Q: 3 clusters Score -769309.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -769427.125000 Penalty: 881.059082
	Iteration 24Q: 3 clusters Score -769427.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -769530.125000 Penalty: 881.059082
	Iteration 25Q: 3 clusters Score -769530.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -769638.250000 Penalty: 881.059082
	Iteration 26Q: 3 clusters Score -769638.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -769713.062500 Penalty: 881.059082
	Iteration 27Q: 3 clusters Score -769713.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -769777.500000 Penalty: 881.059082
	Iteration 28Q: 3 clusters Score -769777.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -769835.125000 Penalty: 881.059082
	Iteration 29Q: 3 clusters Score -769835.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -769883.625000 Penalty: 881.059082
	Iteration 30Q: 3 clusters Score -769883.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -769931.500000 Penalty: 881.059082
	Iteration 31Q: 3 clusters Score -769931.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -769983.875000 Penalty: 881.059082
	Iteration 32Q: 3 clusters Score -769983.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -770035.875000 Penalty: 881.059082
	Iteration 33Q: 3 clusters Score -770035.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -770082.062500 Penalty: 881.059082
	Iteration 34Q: 3 clusters Score -770082.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -770117.375000 Penalty: 881.059082
	Iteration 35Q: 3 clusters Score -770117.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -770152.250000 Penalty: 881.059082
	Iteration 36Q: 3 clusters Score -770152.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -770178.375000 Penalty: 881.059082
	Iteration 37Q: 3 clusters Score -770178.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -770199.562500 Penalty: 881.059082
	Iteration 38Q: 3 clusters Score -770199.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -770216.437500 Penalty: 881.059082
	Iteration 39Q: 3 clusters Score -770216.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -770238.625000 Penalty: 881.059082
	Iteration 40F: 3 clusters Score -770238.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -770263.812500 Penalty: 881.059082
	Iteration 41Q: 3 clusters Score -770263.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -770284.562500 Penalty: 881.059082
	Iteration 42Q: 3 clusters Score -770284.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -770302.562500 Penalty: 881.059082
	Iteration 43Q: 3 clusters Score -770302.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -770316.250000 Penalty: 881.059082
	Iteration 44Q: 3 clusters Score -770316.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -770329.125000 Penalty: 881.059082
	Iteration 45Q: 3 clusters Score -770329.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -770338.062500 Penalty: 881.059082
	Iteration 46Q: 3 clusters Score -770338.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -770348.750000 Penalty: 881.059082
	Iteration 47Q: 3 clusters Score -770348.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -770356.562500 Penalty: 881.059082
	Iteration 48Q: 3 clusters Score -770356.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -770369.187500 Penalty: 881.059082
	Iteration 49Q: 3 clusters Score -770369.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -770382.500000 Penalty: 881.059082
	Iteration 50Q: 3 clusters Score -770382.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -770393.750000 Penalty: 881.059082
	Iteration 51Q: 3 clusters Score -770393.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -770398.812500 Penalty: 881.059082
	Iteration 52Q: 3 clusters Score -770398.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -770405.375000 Penalty: 881.059082
	Iteration 53Q: 3 clusters Score -770405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -770412.062500 Penalty: 881.059082
	Iteration 54Q: 3 clusters Score -770412.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -770418.062500 Penalty: 881.059082
	Iteration 55Q: 3 clusters Score -770418.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -770421.375000 Penalty: 881.059082
	Iteration 56Q: 3 clusters Score -770421.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -770424.250000 Penalty: 881.059082
	Iteration 57Q: 3 clusters Score -770424.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -770427.437500 Penalty: 881.059082
	Iteration 58Q: 3 clusters Score -770427.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -770427.500000 Penalty: 881.059082
	Iteration 59Q: 3 clusters Score -770427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -770429.250000 Penalty: 881.059082
	Iteration 60F: 3 clusters Score -770429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -770431.500000 Penalty: 881.059082
	Iteration 61Q: 3 clusters Score -770431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -770432.187500 Penalty: 881.059082
	Iteration 62Q: 3 clusters Score -770432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -770433.812500 Penalty: 881.059082
	Iteration 63Q: 3 clusters Score -770433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -770434.562500 Penalty: 881.059082
	Iteration 64Q: 3 clusters Score -770434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -770434.312500 Penalty: 881.059082
	Iteration 65Q: 3 clusters Score -770434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -770435.562500 Penalty: 881.059082
	Iteration 66Q: 3 clusters Score -770435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -770436.125000 Penalty: 881.059082
	Iteration 67Q: 3 clusters Score -770436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -770436.250000 Penalty: 881.059082
	Iteration 68Q: 3 clusters Score -770436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -770439.125000 Penalty: 881.059082
	Iteration 69Q: 3 clusters Score -770439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -770440.250000 Penalty: 881.059082
	Iteration 70Q: 3 clusters Score -770440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -770438.812500 Penalty: 881.059082
	Iteration 71Q: 3 clusters Score -770438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -770440.375000 Penalty: 881.059082
	Iteration 72Q: 3 clusters Score -770440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -770439.875000 Penalty: 881.059082
	Iteration 73Q: 3 clusters Score -770439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -770439.875000 Penalty: 881.059082
	Iteration 74F: 3 clusters Score -770439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Entering Unmasked Estep 
Score: -664836.125000 Penalty: 432.366608
	Iteration 0F: 2 clusters Score -664836.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -655930.375000 Penalty: 864.733215
	Iteration 0F: 3 clusters Score -655930.4 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -659787.812500 Penalty: 864.733215
	Iteration 1F: 3 clusters Score -659787.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -660242.812500 Penalty: 864.733215
	Iteration 2F: 3 clusters Score -660242.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -660889.375000 Penalty: 864.733215
	Iteration 3F: 3 clusters Score -660889.4 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -661846.687500 Penalty: 864.733215
	Iteration 4F: 3 clusters Score -661846.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -662879.000000 Penalty: 864.733215
	Iteration 5F: 3 clusters Score -662879 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -663612.875000 Penalty: 864.733215
	Iteration 6F: 3 clusters Score -663612.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -663965.437500 Penalty: 864.733215
	Iteration 7Q: 3 clusters Score -663965.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -664123.562500 Penalty: 864.733215
	Iteration 8Q: 3 clusters Score -664123.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -664220.062500 Penalty: 864.733215
	Iteration 9Q: 3 clusters Score -664220.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -664275.687500 Penalty: 864.733215
	Iteration 10Q: 3 clusters Score -664275.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -664316.687500 Penalty: 864.733215
	Iteration 11Q: 3 clusters Score -664316.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -664342.125000 Penalty: 864.733215
	Iteration 12Q: 3 clusters Score -664342.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -664373.062500 Penalty: 864.733215
	Iteration 13Q: 3 clusters Score -664373.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -664391.750000 Penalty: 864.733215
	Iteration 14Q: 3 clusters Score -664391.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -664404.625000 Penalty: 864.733215
	Iteration 15Q: 3 clusters Score -664404.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -664418.625000 Penalty: 864.733215
	Iteration 16Q: 3 clusters Score -664418.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -664427.250000 Penalty: 864.733215
	Iteration 17Q: 3 clusters Score -664427.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -664435.250000 Penalty: 864.733215
	Iteration 18Q: 3 clusters Score -664435.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -664440.750000 Penalty: 864.733215
	Iteration 19Q: 3 clusters Score -664440.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -664447.312500 Penalty: 864.733215
	Iteration 20F: 3 clusters Score -664447.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -664457.000000 Penalty: 864.733215
	Iteration 21Q: 3 clusters Score -664457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -664463.937500 Penalty: 864.733215
	Iteration 22Q: 3 clusters Score -664463.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -664471.312500 Penalty: 864.733215
	Iteration 23Q: 3 clusters Score -664471.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -664475.875000 Penalty: 864.733215
	Iteration 24Q: 3 clusters Score -664475.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -664481.687500 Penalty: 864.733215
	Iteration 25Q: 3 clusters Score -664481.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -664486.250000 Penalty: 864.733215
	Iteration 26Q: 3 clusters Score -664486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -664489.750000 Penalty: 864.733215
	Iteration 27Q: 3 clusters Score -664489.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -664492.125000 Penalty: 864.733215
	Iteration 28Q: 3 clusters Score -664492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -664492.750000 Penalty: 864.733215
	Iteration 29Q: 3 clusters Score -664492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -664497.000000 Penalty: 864.733215
	Iteration 30Q: 3 clusters Score -664497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -664498.562500 Penalty: 864.733215
	Iteration 31Q: 3 clusters Score -664498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -664500.500000 Penalty: 864.733215
	Iteration 32Q: 3 clusters Score -664500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -664504.125000 Penalty: 864.733215
	Iteration 33Q: 3 clusters Score -664504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -664503.812500 Penalty: 864.733215
	Iteration 34Q: 3 clusters Score -664503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -664507.687500 Penalty: 864.733215
	Iteration 35Q: 3 clusters Score -664507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -664513.875000 Penalty: 864.733215
	Iteration 36Q: 3 clusters Score -664513.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -664518.562500 Penalty: 864.733215
	Iteration 37Q: 3 clusters Score -664518.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -664525.750000 Penalty: 864.733215
	Iteration 38Q: 3 clusters Score -664525.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -664529.062500 Penalty: 864.733215
	Iteration 39Q: 3 clusters Score -664529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -664532.375000 Penalty: 864.733215
	Iteration 40F: 3 clusters Score -664532.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -664536.500000 Penalty: 864.733215
	Iteration 41Q: 3 clusters Score -664536.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -664536.187500 Penalty: 864.733215
	Iteration 42Q: 3 clusters Score -664536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -664535.187500 Penalty: 864.733215
	Iteration 43Q: 3 clusters Score -664535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -664536.812500 Penalty: 864.733215
	Iteration 44Q: 3 clusters Score -664536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -664538.250000 Penalty: 864.733215
	Iteration 45Q: 3 clusters Score -664538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -664537.000000 Penalty: 864.733215
	Iteration 46Q: 3 clusters Score -664537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -664537.375000 Penalty: 864.733215
	Iteration 47Q: 3 clusters Score -664537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -664539.937500 Penalty: 864.733215
	Iteration 48Q: 3 clusters Score -664539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -664541.000000 Penalty: 864.733215
	Iteration 49Q: 3 clusters Score -664541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -664541.562500 Penalty: 864.733215
	Iteration 50Q: 3 clusters Score -664541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -664540.812500 Penalty: 864.733215
	Iteration 51Q: 3 clusters Score -664540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -664540.812500 Penalty: 864.733215
	Iteration 52F: 3 clusters Score -664540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -133857.500000 Penalty: 359.377716
	Iteration 0F: 2 clusters Score -133857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -131999.781250 Penalty: 718.755432
	Iteration 0F: 3 clusters Score -131999.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -132655.500000 Penalty: 718.755432
	Iteration 1F: 3 clusters Score -132655.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -132739.031250 Penalty: 718.755432
	Iteration 2F: 3 clusters Score -132739 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -132798.671875 Penalty: 718.755432
	Iteration 3Q: 3 clusters Score -132798.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -132844.312500 Penalty: 718.755432
	Iteration 4Q: 3 clusters Score -132844.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -132906.875000 Penalty: 718.755432
	Iteration 5Q: 3 clusters Score -132906.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -132998.437500 Penalty: 718.755432
	Iteration 6Q: 3 clusters Score -132998.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -133091.250000 Penalty: 718.755432
	Iteration 7F: 3 clusters Score -133091.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -133156.015625 Penalty: 718.755432
	Iteration 8Q: 3 clusters Score -133156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -133223.765625 Penalty: 718.755432
	Iteration 9Q: 3 clusters Score -133223.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -133280.703125 Penalty: 718.755432
	Iteration 10Q: 3 clusters Score -133280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -133314.312500 Penalty: 718.755432
	Iteration 11Q: 3 clusters Score -133314.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -133337.218750 Penalty: 718.755432
	Iteration 12Q: 3 clusters Score -133337.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -133354.484375 Penalty: 718.755432
	Iteration 13Q: 3 clusters Score -133354.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -133367.687500 Penalty: 718.755432
	Iteration 14Q: 3 clusters Score -133367.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -133374.546875 Penalty: 718.755432
	Iteration 15Q: 3 clusters Score -133374.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -133381.906250 Penalty: 718.755432
	Iteration 16Q: 3 clusters Score -133381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -133387.062500 Penalty: 718.755432
	Iteration 17Q: 3 clusters Score -133387.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -133391.218750 Penalty: 718.755432
	Iteration 18Q: 3 clusters Score -133391.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -133396.593750 Penalty: 718.755432
	Iteration 19Q: 3 clusters Score -133396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -133400.734375 Penalty: 718.755432
	Iteration 20F: 3 clusters Score -133400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -133403.593750 Penalty: 718.755432
	Iteration 21Q: 3 clusters Score -133403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -133405.500000 Penalty: 718.755432
	Iteration 22Q: 3 clusters Score -133405.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -133407.375000 Penalty: 718.755432
	Iteration 23Q: 3 clusters Score -133407.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -133410.890625 Penalty: 718.755432
	Iteration 24Q: 3 clusters Score -133410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -133413.687500 Penalty: 718.755432
	Iteration 25Q: 3 clusters Score -133413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -133415.781250 Penalty: 718.755432
	Iteration 26Q: 3 clusters Score -133415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -133416.843750 Penalty: 718.755432
	Iteration 27Q: 3 clusters Score -133416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -133417.890625 Penalty: 718.755432
	Iteration 28Q: 3 clusters Score -133417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -133418.125000 Penalty: 718.755432
	Iteration 29Q: 3 clusters Score -133418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -133418.500000 Penalty: 718.755432
	Iteration 30Q: 3 clusters Score -133418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -133418.500000 Penalty: 718.755432
	Iteration 31F: 3 clusters Score -133418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Entering Unmasked Estep 
Score: -1354951.375000 Penalty: 464.756226
	Iteration 0F: 2 clusters Score -1354951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1336635.500000 Penalty: 929.512451
	Iteration 0F: 3 clusters Score -1336636 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1344250.750000 Penalty: 929.512451
	Iteration 1F: 3 clusters Score -1344251 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1344487.000000 Penalty: 929.512451
	Iteration 2Q: 3 clusters Score -1344487 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1344761.125000 Penalty: 929.512451
	Iteration 3Q: 3 clusters Score -1344761 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1345135.250000 Penalty: 929.512451
	Iteration 4Q: 3 clusters Score -1345135 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1345752.500000 Penalty: 929.512451
	Iteration 5Q: 3 clusters Score -1345752 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1346710.500000 Penalty: 929.512451
	Iteration 6F: 3 clusters Score -1346710 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1348116.250000 Penalty: 929.512451
	Iteration 7F: 3 clusters Score -1348116 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1349930.500000 Penalty: 929.512451
	Iteration 8F: 3 clusters Score -1349930 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1351614.875000 Penalty: 929.512451
	Iteration 9F: 3 clusters Score -1351615 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1352602.250000 Penalty: 929.512451
	Iteration 10Q: 3 clusters Score -1352602 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1353107.625000 Penalty: 929.512451
	Iteration 11Q: 3 clusters Score -1353108 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1353430.500000 Penalty: 929.512451
	Iteration 12Q: 3 clusters Score -1353430 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1353663.500000 Penalty: 929.512451
	Iteration 13Q: 3 clusters Score -1353664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1353838.250000 Penalty: 929.512451
	Iteration 14Q: 3 clusters Score -1353838 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1353973.375000 Penalty: 929.512451
	Iteration 15Q: 3 clusters Score -1353973 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1354104.875000 Penalty: 929.512451
	Iteration 16Q: 3 clusters Score -1354105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1354201.500000 Penalty: 929.512451
	Iteration 17Q: 3 clusters Score -1354202 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1354272.625000 Penalty: 929.512451
	Iteration 18Q: 3 clusters Score -1354273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1354336.500000 Penalty: 929.512451
	Iteration 19Q: 3 clusters Score -1354336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1354389.375000 Penalty: 929.512451
	Iteration 20F: 3 clusters Score -1354389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1354434.625000 Penalty: 929.512451
	Iteration 21Q: 3 clusters Score -1354435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1354461.125000 Penalty: 929.512451
	Iteration 22Q: 3 clusters Score -1354461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1354486.875000 Penalty: 929.512451
	Iteration 23Q: 3 clusters Score -1354487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1354501.375000 Penalty: 929.512451
	Iteration 24Q: 3 clusters Score -1354501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1354514.500000 Penalty: 929.512451
	Iteration 25Q: 3 clusters Score -1354514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1354520.875000 Penalty: 929.512451
	Iteration 26Q: 3 clusters Score -1354521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1354525.500000 Penalty: 929.512451
	Iteration 27Q: 3 clusters Score -1354526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1354530.000000 Penalty: 929.512451
	Iteration 28Q: 3 clusters Score -1354530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1354532.125000 Penalty: 929.512451
	Iteration 29Q: 3 clusters Score -1354532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1354536.500000 Penalty: 929.512451
	Iteration 30Q: 3 clusters Score -1354536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1354538.375000 Penalty: 929.512451
	Iteration 31Q: 3 clusters Score -1354538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1354541.000000 Penalty: 929.512451
	Iteration 32Q: 3 clusters Score -1354541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1354541.250000 Penalty: 929.512451
	Iteration 33Q: 3 clusters Score -1354541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1354542.125000 Penalty: 929.512451
	Iteration 34Q: 3 clusters Score -1354542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1354542.875000 Penalty: 929.512451
	Iteration 35Q: 3 clusters Score -1354543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1354545.125000 Penalty: 929.512451
	Iteration 36Q: 3 clusters Score -1354545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1354544.250000 Penalty: 929.512451
	Iteration 37Q: 3 clusters Score -1354544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1354544.625000 Penalty: 929.512451
	Iteration 38Q: 3 clusters Score -1354545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1354545.125000 Penalty: 929.512451
	Iteration 39Q: 3 clusters Score -1354545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1354546.000000 Penalty: 929.512451
	Iteration 40F: 3 clusters Score -1354546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1354548.875000 Penalty: 929.512451
	Iteration 41Q: 3 clusters Score -1354549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1354548.125000 Penalty: 929.512451
	Iteration 42Q: 3 clusters Score -1354548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1354548.125000 Penalty: 929.512451
	Iteration 43F: 3 clusters Score -1354548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -128062.000000 Penalty: 361.699707
	Iteration 0F: 2 clusters Score -128062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -126096.671875 Penalty: 723.399414
	Iteration 0F: 3 clusters Score -126096.7 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -127413.695312 Penalty: 723.399414
	Iteration 1F: 3 clusters Score -127413.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -129124.289062 Penalty: 723.399414
	Iteration 2F: 3 clusters Score -129124.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130719.679688 Penalty: 723.399414
	Iteration 3F: 3 clusters Score -130719.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131165.921875 Penalty: 723.399414
	Iteration 4F: 3 clusters Score -131165.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131223.109375 Penalty: 723.399414
	Iteration 5Q: 3 clusters Score -131223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131234.796875 Penalty: 723.399414
	Iteration 6Q: 3 clusters Score -131234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131235.687500 Penalty: 723.399414
	Iteration 7Q: 3 clusters Score -131235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131235.687500 Penalty: 723.399414
	Iteration 8F: 3 clusters Score -131235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 4 contains 148804 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 526 members 
Entering Unmasked Estep 
Score: -23191996.000000 Penalty: 12576.582031
Splitting cluster 20 changes total score from -23176740.000000 to -23191996.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 111318 members 
Mstep: Class 3 contains 10332 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 9103 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 13394 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 27294 members 
Mstep: Class 20 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23199234.000000 Penalty: 12576.582031
Iteration 39Q: 22 clusters Score -2.319923e+07 nChanged 16338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 115723 members 
Mstep: Class 3 contains 10911 members 
Mstep: Class 4 contains 144552 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10332 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 58767 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 102534 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 1361 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 15719 members 
Mstep: Class 16 contains 13671 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27494 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23206542.000000 Penalty: 12576.582031
Iteration 40F: 22 clusters Score -2.320654e+07 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 118557 members 
Mstep: Class 3 contains 10640 members 
Mstep: Class 4 contains 146771 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10271 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 54792 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 102386 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 15092 members 
Mstep: Class 16 contains 13700 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27306 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23209870.000000 Penalty: 12576.582031
Iteration 41Q: 22 clusters Score -2.320987e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 121998 members 
Mstep: Class 3 contains 10457 members 
Mstep: Class 4 contains 147637 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 10097 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 51400 members 
Mstep: Class 9 contains 1130 members 
Mstep: Class 10 contains 102321 members 
Mstep: Class 11 contains 9338 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 14539 members 
Mstep: Class 16 contains 13772 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27162 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23212212.000000 Penalty: 12576.582031
Iteration 42Q: 22 clusters Score -2.321221e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 125737 members 
Mstep: Class 3 contains 10283 members 
Mstep: Class 4 contains 147851 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 48477 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 102246 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 1314 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 13824 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23214324.000000 Penalty: 12576.582031
Iteration 43Q: 22 clusters Score -2.321432e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 129501 members 
Mstep: Class 3 contains 10151 members 
Mstep: Class 4 contains 147605 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 45939 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 102243 members 
Mstep: Class 11 contains 9129 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 210 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 13395 members 
Mstep: Class 16 contains 13867 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 26945 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23216570.000000 Penalty: 12576.582031
Iteration 44Q: 22 clusters Score -2.321657e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 133154 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 146957 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 43802 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 102306 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 13915 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 26864 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23218180.000000 Penalty: 12576.582031
Iteration 45Q: 22 clusters Score -2.321818e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 136466 members 
Mstep: Class 3 contains 9965 members 
Mstep: Class 4 contains 146110 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 8935 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 42038 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 102434 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 26837 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23219522.000000 Penalty: 12576.582031
Iteration 46Q: 22 clusters Score -2.321952e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 139401 members 
Mstep: Class 3 contains 9907 members 
Mstep: Class 4 contains 145073 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 40615 members 
Mstep: Class 9 contains 2177 members 
Mstep: Class 10 contains 102625 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 11822 members 
Mstep: Class 16 contains 14027 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 26868 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220804.000000 Penalty: 12576.582031
Iteration 47Q: 22 clusters Score -2.32208e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 142517 members 
Mstep: Class 3 contains 9868 members 
Mstep: Class 4 contains 143590 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 39444 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 102816 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 1346 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 14033 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 21 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221992.000000 Penalty: 12576.582031
Iteration 48Q: 22 clusters Score -2.322199e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 145561 members 
Mstep: Class 3 contains 9837 members 
Mstep: Class 4 contains 141866 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 8083 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 38516 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 103047 members 
Mstep: Class 11 contains 8635 members 
Mstep: Class 12 contains 1350 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 10978 members 
Mstep: Class 16 contains 13959 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27015 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222724.000000 Penalty: 12576.582031
Iteration 49Q: 22 clusters Score -2.322272e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 148461 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 140081 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 7807 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 37775 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103268 members 
Mstep: Class 11 contains 8565 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 13844 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27168 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223544.000000 Penalty: 12576.582031
Iteration 50Q: 22 clusters Score -2.322354e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 151216 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 138257 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 37191 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 103448 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27353 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 446 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -2.32243e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 153707 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 136540 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36743 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103636 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 1343 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 9812 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27580 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 446 members 
Entering Unmasked Estep 
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Score: -23224820.000000 Penalty: 12576.582031
Iteration 52Q: 22 clusters Score -2.322482e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 155944 members 
Mstep: Class 3 contains 9694 members 
Mstep: Class 4 contains 134843 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 7073 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36410 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 103859 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 13288 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 27846 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 445 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -2.322526e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 158148 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 4 contains 133037 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6855 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36151 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 104100 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 13064 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 28139 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -2.322547e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 160786 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 130668 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6651 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 35972 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 10 contains 104310 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 1321 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 12781 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 28473 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225482.000000 Penalty: 12576.582031
Iteration 55Q: 22 clusters Score -2.322548e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 163876 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 127797 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 35830 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 104488 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 8692 members 
Mstep: Class 16 contains 12488 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 28863 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -2.322538e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 167441 members 
Mstep: Class 3 contains 9403 members 
Mstep: Class 4 contains 124448 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 35762 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 104608 members 
Mstep: Class 11 contains 8232 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 8444 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 3760 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 29258 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 22 clusters Score -2.32251e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 171801 members 
Mstep: Class 3 contains 9308 members 
Mstep: Class 4 contains 120236 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6136 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 35758 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 104731 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 29647 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -2.322447e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 177209 members 
Mstep: Class 3 contains 9218 members 
Mstep: Class 4 contains 114832 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 35857 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 104798 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 8031 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 4156 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 30040 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -2.322379e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 183303 members 
Mstep: Class 3 contains 9113 members 
Mstep: Class 4 contains 108632 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5896 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 104824 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 7860 members 
Mstep: Class 16 contains 11344 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 30452 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 22 clusters Score -2.322366e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 189534 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 101956 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36191 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 104852 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 218 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 7685 members 
Mstep: Class 16 contains 11116 members 
Mstep: Class 17 contains 4871 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 30863 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -2.322299e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 196139 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 94851 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36399 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 104817 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 7531 members 
Mstep: Class 16 contains 10894 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 31322 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 22 clusters Score -2.322255e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 202700 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 87798 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 104735 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 7378 members 
Mstep: Class 16 contains 10652 members 
Mstep: Class 17 contains 5748 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 31863 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -2.322239e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 209131 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 81032 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5648 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 36767 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 104564 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 32410 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 22 clusters Score -2.322209e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 215298 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 74750 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5631 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 36884 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 104312 members 
Mstep: Class 11 contains 8156 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 7089 members 
Mstep: Class 16 contains 10101 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 436 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -2.322192e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 220794 members 
Mstep: Class 3 contains 8063 members 
Mstep: Class 4 contains 69185 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 37006 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 103993 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 6956 members 
Mstep: Class 16 contains 9808 members 
Mstep: Class 17 contains 7039 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 33427 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 435 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -2.322171e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 225604 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 64332 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 37114 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 103596 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 9486 members 
Mstep: Class 17 contains 7515 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 34005 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -2.322162e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 229632 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 60260 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 505 members 
Mstep: Class 8 contains 37146 members 
Mstep: Class 9 contains 2644 members 
Mstep: Class 10 contains 103181 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 9189 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 34598 members 
Mstep: Class 20 contains 2319 members 
Mstep: Class 21 contains 433 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -2.32218e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 232861 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 4 contains 56815 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 504 members 
Mstep: Class 8 contains 37126 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 102830 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 6582 members 
Mstep: Class 16 contains 8946 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 35228 members 
Mstep: Class 20 contains 2319 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -2.322227e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 235380 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 54023 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 37033 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 102525 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 35973 members 
Mstep: Class 20 contains 2319 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -2.322259e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 237309 members 
Mstep: Class 3 contains 6889 members 
Mstep: Class 4 contains 51674 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 36932 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 102299 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 6315 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 36787 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 434 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -2.322302e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 238791 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 4 contains 49661 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 36754 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 102127 members 
Mstep: Class 11 contains 8258 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 6165 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 17 contains 10116 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 37693 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 433 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -2.322349e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 239877 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 47979 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 36537 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 101935 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 6011 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 38668 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 433 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -2.322379e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 240690 members 
Mstep: Class 3 contains 6322 members 
Mstep: Class 4 contains 46529 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 36314 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 101792 members 
Mstep: Class 11 contains 8301 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 5847 members 
Mstep: Class 16 contains 7966 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 39663 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224178.000000 Penalty: 12576.582031
Iteration 74Q: 22 clusters Score -2.322418e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 241221 members 
Mstep: Class 3 contains 6150 members 
Mstep: Class 4 contains 45346 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 36089 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 101646 members 
Mstep: Class 11 contains 8317 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 11632 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 40680 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224528.000000 Penalty: 12576.582031
Iteration 75Q: 22 clusters Score -2.322453e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 241501 members 
Mstep: Class 3 contains 5962 members 
Mstep: Class 4 contains 44366 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35867 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 101523 members 
Mstep: Class 11 contains 8321 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 12131 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 41741 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224856.000000 Penalty: 12576.582031
Iteration 76Q: 22 clusters Score -2.322486e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 241717 members 
Mstep: Class 3 contains 5799 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 101422 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 12569 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 42743 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224980.000000 Penalty: 12576.582031
Iteration 77Q: 22 clusters Score -2.322498e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 241801 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 42761 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35442 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 101322 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 7241 members 
Mstep: Class 17 contains 12940 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 43792 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225238.000000 Penalty: 12576.582031
Iteration 78Q: 22 clusters Score -2.322524e+07 nChanged 3510
Entering ConstructFrom: 
Score: -23225238.000000 Penalty: 12576.582031
Entering ConstructFrom: 
Trying to split cluster 1 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -29148.681641 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -29148.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28593.433594 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -28593.43 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28715.853516 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -28715.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28753.050781 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -28753.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28773.333984 Penalty: 579.816711
	Iteration 3Q: 3 clusters Score -28773.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28786.285156 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -28786.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28795.199219 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -28795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28803.220703 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -28803.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28810.693359 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -28810.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28814.587891 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -28814.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28815.687500 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -28815.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28816.031250 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -28816.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28816.728516 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -28816.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28816.941406 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -28816.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28816.941406 Penalty: 579.816711
	Iteration 13F: 3 clusters Score -28816.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (241842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241842 members 
Entering Unmasked Estep 
Score: -11076110.000000 Penalty: 564.019836
	Iteration 0F: 2 clusters Score -1.107611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 121089 members 
Entering Unmasked Estep 
Score: -10936313.000000 Penalty: 1128.039673
	Iteration 0F: 3 clusters Score -1.093631e+07 nChanged 119408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 127885 members 
Entering Unmasked Estep 
Score: -11012722.000000 Penalty: 1128.039673
	Iteration 1F: 3 clusters Score -1.101272e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -11018256.000000 Penalty: 1128.039673
	Iteration 2Q: 3 clusters Score -1.101826e+07 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -11027198.000000 Penalty: 1128.039673
	Iteration 3F: 3 clusters Score -1.10272e+07 nChanged 15993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 145616 members 
Entering Unmasked Estep 
Score: -11040325.000000 Penalty: 1128.039673
	Iteration 4F: 3 clusters Score -1.104032e+07 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -11052531.000000 Penalty: 1128.039673
	Iteration 5F: 3 clusters Score -1.105253e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 155635 members 
Entering Unmasked Estep 
Score: -11058360.000000 Penalty: 1128.039673
	Iteration 6F: 3 clusters Score -1.105836e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -11059716.000000 Penalty: 1128.039673
	Iteration 7Q: 3 clusters Score -1.105972e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 160871 members 
Entering Unmasked Estep 
Score: -11059806.000000 Penalty: 1128.039673
	Iteration 8Q: 3 clusters Score -1.105981e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -11059684.000000 Penalty: 1128.039673
	Iteration 9Q: 3 clusters Score -1.105968e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -11059515.000000 Penalty: 1128.039673
	Iteration 10Q: 3 clusters Score -1.105952e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -11059248.000000 Penalty: 1128.039673
	Iteration 11Q: 3 clusters Score -1.105925e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 167948 members 
Entering Unmasked Estep 
Score: -11059111.000000 Penalty: 1128.039673
	Iteration 12Q: 3 clusters Score -1.105911e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 169083 members 
Entering Unmasked Estep 
Score: -11058768.000000 Penalty: 1128.039673
	Iteration 13Q: 3 clusters Score -1.105877e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -11058444.000000 Penalty: 1128.039673
	Iteration 14Q: 3 clusters Score -1.105844e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -11058123.000000 Penalty: 1128.039673
	Iteration 15Q: 3 clusters Score -1.105812e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 170937 members 
Entering Unmasked Estep 
Score: -11057852.000000 Penalty: 1128.039673
	Iteration 16Q: 3 clusters Score -1.105785e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -11057614.000000 Penalty: 1128.039673
	Iteration 17Q: 3 clusters Score -1.105761e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -11057375.000000 Penalty: 1128.039673
	Iteration 18Q: 3 clusters Score -1.105738e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -11057111.000000 Penalty: 1128.039673
	Iteration 19Q: 3 clusters Score -1.105711e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 170795 members 
Entering Unmasked Estep 
Score: -11056901.000000 Penalty: 1128.039673
	Iteration 20F: 3 clusters Score -1.10569e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -11056780.000000 Penalty: 1128.039673
	Iteration 21Q: 3 clusters Score -1.105678e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 169842 members 
Entering Unmasked Estep 
Score: -11056599.000000 Penalty: 1128.039673
	Iteration 22Q: 3 clusters Score -1.10566e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -11056554.000000 Penalty: 1128.039673
	Iteration 23Q: 3 clusters Score -1.105655e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -11056459.000000 Penalty: 1128.039673
	Iteration 24Q: 3 clusters Score -1.105646e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -11056348.000000 Penalty: 1128.039673
	Iteration 25Q: 3 clusters Score -1.105635e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -11056264.000000 Penalty: 1128.039673
	Iteration 26Q: 3 clusters Score -1.105626e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -11056191.000000 Penalty: 1128.039673
	Iteration 27Q: 3 clusters Score -1.105619e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 164449 members 
Entering Unmasked Estep 
Score: -11056072.000000 Penalty: 1128.039673
	Iteration 28Q: 3 clusters Score -1.105607e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -11056076.000000 Penalty: 1128.039673
	Iteration 29Q: 3 clusters Score -1.105608e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 162021 members 
Entering Unmasked Estep 
Score: -11056088.000000 Penalty: 1128.039673
	Iteration 30Q: 3 clusters Score -1.105609e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 160707 members 
Entering Unmasked Estep 
Score: -11056038.000000 Penalty: 1128.039673
	Iteration 31Q: 3 clusters Score -1.105604e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -11056139.000000 Penalty: 1128.039673
	Iteration 32Q: 3 clusters Score -1.105614e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -11056219.000000 Penalty: 1128.039673
	Iteration 33Q: 3 clusters Score -1.105622e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -11056333.000000 Penalty: 1128.039673
	Iteration 34Q: 3 clusters Score -1.105633e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -11056388.000000 Penalty: 1128.039673
	Iteration 35Q: 3 clusters Score -1.105639e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -11056527.000000 Penalty: 1128.039673
	Iteration 36Q: 3 clusters Score -1.105653e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -11056680.000000 Penalty: 1128.039673
	Iteration 37Q: 3 clusters Score -1.105668e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -11056641.000000 Penalty: 1128.039673
	Iteration 38Q: 3 clusters Score -1.105664e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -11056734.000000 Penalty: 1128.039673
	Iteration 39Q: 3 clusters Score -1.105673e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -11056667.000000 Penalty: 1128.039673
	Iteration 40F: 3 clusters Score -1.105667e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -11056826.000000 Penalty: 1128.039673
	Iteration 41Q: 3 clusters Score -1.105683e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 150453 members 
Entering Unmasked Estep 
Score: -11056819.000000 Penalty: 1128.039673
	Iteration 42Q: 3 clusters Score -1.105682e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 149927 members 
Entering Unmasked Estep 
Score: -11056825.000000 Penalty: 1128.039673
	Iteration 43Q: 3 clusters Score -1.105682e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -11056739.000000 Penalty: 1128.039673
	Iteration 44Q: 3 clusters Score -1.105674e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -11056798.000000 Penalty: 1128.039673
	Iteration 45Q: 3 clusters Score -1.10568e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -11056904.000000 Penalty: 1128.039673
	Iteration 46Q: 3 clusters Score -1.10569e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -11056953.000000 Penalty: 1128.039673
	Iteration 47Q: 3 clusters Score -1.105695e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -11056984.000000 Penalty: 1128.039673
	Iteration 48Q: 3 clusters Score -1.105698e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -11057044.000000 Penalty: 1128.039673
	Iteration 49Q: 3 clusters Score -1.105704e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 147005 members 
Entering Unmasked Estep 
Score: -11057022.000000 Penalty: 1128.039673
	Iteration 50Q: 3 clusters Score -1.105702e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 146776 members 
Entering Unmasked Estep 
Score: -11057043.000000 Penalty: 1128.039673
	Iteration 51Q: 3 clusters Score -1.105704e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95205 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -11057075.000000 Penalty: 1128.039673
	Iteration 52Q: 3 clusters Score -1.105708e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 146481 members 
Entering Unmasked Estep 
Score: -11057135.000000 Penalty: 1128.039673
	Iteration 53Q: 3 clusters Score -1.105714e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 146315 members 
Entering Unmasked Estep 
Score: -11057125.000000 Penalty: 1128.039673
	Iteration 54Q: 3 clusters Score -1.105712e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 146163 members 
Entering Unmasked Estep 
Score: -11057118.000000 Penalty: 1128.039673
	Iteration 55Q: 3 clusters Score -1.105712e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95815 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -11057154.000000 Penalty: 1128.039673
	Iteration 56Q: 3 clusters Score -1.105715e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -11057144.000000 Penalty: 1128.039673
	Iteration 57Q: 3 clusters Score -1.105714e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 145776 members 
Entering Unmasked Estep 
Score: -11057114.000000 Penalty: 1128.039673
	Iteration 58Q: 3 clusters Score -1.105711e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -11057120.000000 Penalty: 1128.039673
	Iteration 59Q: 3 clusters Score -1.105712e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -11057108.000000 Penalty: 1128.039673
	Iteration 60F: 3 clusters Score -1.105711e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -11057116.000000 Penalty: 1128.039673
	Iteration 61Q: 3 clusters Score -1.105712e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -11057087.000000 Penalty: 1128.039673
	Iteration 62Q: 3 clusters Score -1.105709e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -11057083.000000 Penalty: 1128.039673
	Iteration 63Q: 3 clusters Score -1.105708e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -11057091.000000 Penalty: 1128.039673
	Iteration 64Q: 3 clusters Score -1.105709e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 144811 members 
Entering Unmasked Estep 
Score: -11057097.000000 Penalty: 1128.039673
	Iteration 65Q: 3 clusters Score -1.10571e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 144650 members 
Entering Unmasked Estep 
Score: -11057107.000000 Penalty: 1128.039673
	Iteration 66Q: 3 clusters Score -1.105711e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -11057142.000000 Penalty: 1128.039673
	Iteration 67Q: 3 clusters Score -1.105714e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 144268 members 
Entering Unmasked Estep 
Score: -11057131.000000 Penalty: 1128.039673
	Iteration 68Q: 3 clusters Score -1.105713e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -11057177.000000 Penalty: 1128.039673
	Iteration 69Q: 3 clusters Score -1.105718e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -11057251.000000 Penalty: 1128.039673
	Iteration 70Q: 3 clusters Score -1.105725e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -11057243.000000 Penalty: 1128.039673
	Iteration 71Q: 3 clusters Score -1.105724e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 143636 members 
Entering Unmasked Estep 
Score: -11057296.000000 Penalty: 1128.039673
	Iteration 72Q: 3 clusters Score -1.10573e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 143472 members 
Entering Unmasked Estep 
Score: -11057355.000000 Penalty: 1128.039673
	Iteration 73Q: 3 clusters Score -1.105736e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98514 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -11057317.000000 Penalty: 1128.039673
	Iteration 74Q: 3 clusters Score -1.105732e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98656 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -11057331.000000 Penalty: 1128.039673
	Iteration 75Q: 3 clusters Score -1.105733e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 143076 members 
Entering Unmasked Estep 
Score: -11057391.000000 Penalty: 1128.039673
	Iteration 76Q: 3 clusters Score -1.105739e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -11057407.000000 Penalty: 1128.039673
	Iteration 77Q: 3 clusters Score -1.105741e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 142902 members 
Entering Unmasked Estep 
Score: -11057391.000000 Penalty: 1128.039673
	Iteration 78Q: 3 clusters Score -1.105739e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 142828 members 
Entering Unmasked Estep 
Score: -11057373.000000 Penalty: 1128.039673
	Iteration 79Q: 3 clusters Score -1.105737e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -11057353.000000 Penalty: 1128.039673
	Iteration 80F: 3 clusters Score -1.105735e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 142662 members 
Entering Unmasked Estep 
Score: -11057397.000000 Penalty: 1128.039673
	Iteration 81Q: 3 clusters Score -1.10574e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 142601 members 
Entering Unmasked Estep 
Score: -11057376.000000 Penalty: 1128.039673
	Iteration 82Q: 3 clusters Score -1.105738e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -11057437.000000 Penalty: 1128.039673
	Iteration 83Q: 3 clusters Score -1.105744e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 142520 members 
Entering Unmasked Estep 
Score: -11057403.000000 Penalty: 1128.039673
	Iteration 84Q: 3 clusters Score -1.10574e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 142499 members 
Entering Unmasked Estep 
Score: -11057448.000000 Penalty: 1128.039673
	Iteration 85Q: 3 clusters Score -1.105745e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 142465 members 
Entering Unmasked Estep 
Score: -11057519.000000 Penalty: 1128.039673
	Iteration 86Q: 3 clusters Score -1.105752e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 142420 members 
Entering Unmasked Estep 
Score: -11057504.000000 Penalty: 1128.039673
	Iteration 87Q: 3 clusters Score -1.10575e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 142362 members 
Entering Unmasked Estep 
Score: -11057505.000000 Penalty: 1128.039673
	Iteration 88Q: 3 clusters Score -1.10575e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -11057503.000000 Penalty: 1128.039673
	Iteration 89Q: 3 clusters Score -1.10575e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -11057456.000000 Penalty: 1128.039673
	Iteration 90Q: 3 clusters Score -1.105746e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 142366 members 
Entering Unmasked Estep 
Score: -11057461.000000 Penalty: 1128.039673
	Iteration 91Q: 3 clusters Score -1.105746e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -11057515.000000 Penalty: 1128.039673
	Iteration 92Q: 3 clusters Score -1.105752e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -11057514.000000 Penalty: 1128.039673
	Iteration 93Q: 3 clusters Score -1.105751e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99553 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -11057499.000000 Penalty: 1128.039673
	Iteration 94Q: 3 clusters Score -1.10575e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -11057549.000000 Penalty: 1128.039673
	Iteration 95Q: 3 clusters Score -1.105755e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 142188 members 
Entering Unmasked Estep 
Score: -11057541.000000 Penalty: 1128.039673
	Iteration 96Q: 3 clusters Score -1.105754e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99646 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -11057521.000000 Penalty: 1128.039673
	Iteration 97Q: 3 clusters Score -1.105752e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
Score: -11057553.000000 Penalty: 1128.039673
	Iteration 98Q: 3 clusters Score -1.105755e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 142204 members 
Entering Unmasked Estep 
Score: -11057565.000000 Penalty: 1128.039673
	Iteration 99Q: 3 clusters Score -1.105756e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 142238 members 
Entering Unmasked Estep 
Score: -11057586.000000 Penalty: 1128.039673
	Iteration 100F: 3 clusters Score -1.105759e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -11057588.000000 Penalty: 1128.039673
	Iteration 101Q: 3 clusters Score -1.105759e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 142255 members 
Entering Unmasked Estep 
Score: -11057611.000000 Penalty: 1128.039673
	Iteration 102Q: 3 clusters Score -1.105761e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 142224 members 
Entering Unmasked Estep 
Score: -11057585.000000 Penalty: 1128.039673
	Iteration 103Q: 3 clusters Score -1.105758e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 142158 members 
Entering Unmasked Estep 
Score: -11057615.000000 Penalty: 1128.039673
	Iteration 104Q: 3 clusters Score -1.105762e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -11057614.000000 Penalty: 1128.039673
	Iteration 105Q: 3 clusters Score -1.105761e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99723 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -11057639.000000 Penalty: 1128.039673
	Iteration 106Q: 3 clusters Score -1.105764e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -11057624.000000 Penalty: 1128.039673
	Iteration 107Q: 3 clusters Score -1.105762e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -11057639.000000 Penalty: 1128.039673
	Iteration 108Q: 3 clusters Score -1.105764e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
Score: -11057651.000000 Penalty: 1128.039673
	Iteration 109Q: 3 clusters Score -1.105765e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 142078 members 
Entering Unmasked Estep 
Score: -11057616.000000 Penalty: 1128.039673
	Iteration 110Q: 3 clusters Score -1.105762e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 142105 members 
Entering Unmasked Estep 
Score: -11057643.000000 Penalty: 1128.039673
	Iteration 111Q: 3 clusters Score -1.105764e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 142116 members 
Entering Unmasked Estep 
Score: -11057702.000000 Penalty: 1128.039673
	Iteration 112Q: 3 clusters Score -1.10577e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -11057692.000000 Penalty: 1128.039673
	Iteration 113Q: 3 clusters Score -1.105769e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 142149 members 
Entering Unmasked Estep 
Score: -11057701.000000 Penalty: 1128.039673
	Iteration 114Q: 3 clusters Score -1.10577e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 142168 members 
Entering Unmasked Estep 
Score: -11057713.000000 Penalty: 1128.039673
	Iteration 115Q: 3 clusters Score -1.105771e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 142165 members 
Entering Unmasked Estep 
Score: -11057736.000000 Penalty: 1128.039673
	Iteration 116Q: 3 clusters Score -1.105774e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 142185 members 
Entering Unmasked Estep 
Score: -11057782.000000 Penalty: 1128.039673
	Iteration 117Q: 3 clusters Score -1.105778e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -11057766.000000 Penalty: 1128.039673
	Iteration 118Q: 3 clusters Score -1.105777e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
Score: -11057784.000000 Penalty: 1128.039673
	Iteration 119Q: 3 clusters Score -1.105778e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 142169 members 
Entering Unmasked Estep 
Score: -11057806.000000 Penalty: 1128.039673
	Iteration 120F: 3 clusters Score -1.105781e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99717 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -11057790.000000 Penalty: 1128.039673
	Iteration 121Q: 3 clusters Score -1.105779e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -11057798.000000 Penalty: 1128.039673
	Iteration 122Q: 3 clusters Score -1.10578e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -11057738.000000 Penalty: 1128.039673
	Iteration 123Q: 3 clusters Score -1.105774e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -11057762.000000 Penalty: 1128.039673
	Iteration 124Q: 3 clusters Score -1.105776e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99819 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -11057815.000000 Penalty: 1128.039673
	Iteration 125Q: 3 clusters Score -1.105782e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -11057817.000000 Penalty: 1128.039673
	Iteration 126Q: 3 clusters Score -1.105782e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 141971 members 
Entering Unmasked Estep 
Score: -11057835.000000 Penalty: 1128.039673
	Iteration 127Q: 3 clusters Score -1.105784e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 141968 members 
Entering Unmasked Estep 
Score: -11057822.000000 Penalty: 1128.039673
	Iteration 128Q: 3 clusters Score -1.105782e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -11057827.000000 Penalty: 1128.039673
	Iteration 129Q: 3 clusters Score -1.105783e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -11057797.000000 Penalty: 1128.039673
	Iteration 130Q: 3 clusters Score -1.10578e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 141867 members 
Entering Unmasked Estep 
Score: -11057810.000000 Penalty: 1128.039673
	Iteration 131Q: 3 clusters Score -1.105781e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 141805 members 
Entering Unmasked Estep 
Score: -11057880.000000 Penalty: 1128.039673
	Iteration 132Q: 3 clusters Score -1.105788e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100063 members 
Mstep: Class 2 contains 141779 members 
Entering Unmasked Estep 
Score: -11057854.000000 Penalty: 1128.039673
	Iteration 133Q: 3 clusters Score -1.105785e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -11057846.000000 Penalty: 1128.039673
	Iteration 134Q: 3 clusters Score -1.105785e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -11057851.000000 Penalty: 1128.039673
	Iteration 135Q: 3 clusters Score -1.105785e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 141737 members 
Entering Unmasked Estep 
Score: -11057836.000000 Penalty: 1128.039673
	Iteration 136Q: 3 clusters Score -1.105784e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 141732 members 
Entering Unmasked Estep 
Score: -11057873.000000 Penalty: 1128.039673
	Iteration 137Q: 3 clusters Score -1.105787e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -11057878.000000 Penalty: 1128.039673
	Iteration 138Q: 3 clusters Score -1.105788e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -11057889.000000 Penalty: 1128.039673
	Iteration 139Q: 3 clusters Score -1.105789e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 141698 members 
Entering Unmasked Estep 
Score: -11057887.000000 Penalty: 1128.039673
	Iteration 140F: 3 clusters Score -1.105789e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -11057935.000000 Penalty: 1128.039673
	Iteration 141Q: 3 clusters Score -1.105794e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -11057922.000000 Penalty: 1128.039673
	Iteration 142Q: 3 clusters Score -1.105792e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -11058005.000000 Penalty: 1128.039673
	Iteration 143Q: 3 clusters Score -1.1058e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -11058015.000000 Penalty: 1128.039673
	Iteration 144Q: 3 clusters Score -1.105802e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -11058023.000000 Penalty: 1128.039673
	Iteration 145Q: 3 clusters Score -1.105802e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100184 members 
Mstep: Class 2 contains 141658 members 
Entering Unmasked Estep 
Score: -11058046.000000 Penalty: 1128.039673
	Iteration 146Q: 3 clusters Score -1.105805e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100170 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -11058065.000000 Penalty: 1128.039673
	Iteration 147Q: 3 clusters Score -1.105806e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -11058037.000000 Penalty: 1128.039673
	Iteration 148Q: 3 clusters Score -1.105804e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 141695 members 
Entering Unmasked Estep 
Score: -11058082.000000 Penalty: 1128.039673
	Iteration 149Q: 3 clusters Score -1.105808e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -11058141.000000 Penalty: 1128.039673
	Iteration 150Q: 3 clusters Score -1.105814e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -11058241.000000 Penalty: 1128.039673
	Iteration 151Q: 3 clusters Score -1.105824e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -11058253.000000 Penalty: 1128.039673
	Iteration 152Q: 3 clusters Score -1.105825e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 141754 members 
Entering Unmasked Estep 
Score: -11058291.000000 Penalty: 1128.039673
	Iteration 153Q: 3 clusters Score -1.105829e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -11058326.000000 Penalty: 1128.039673
	Iteration 154Q: 3 clusters Score -1.105833e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 141794 members 
Entering Unmasked Estep 
Score: -11058341.000000 Penalty: 1128.039673
	Iteration 155Q: 3 clusters Score -1.105834e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 141831 members 
Entering Unmasked Estep 
Score: -11058355.000000 Penalty: 1128.039673
	Iteration 156Q: 3 clusters Score -1.105836e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 141895 members 
Entering Unmasked Estep 
Score: -11058346.000000 Penalty: 1128.039673
	Iteration 157Q: 3 clusters Score -1.105835e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -11058341.000000 Penalty: 1128.039673
	Iteration 158Q: 3 clusters Score -1.105834e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -11058348.000000 Penalty: 1128.039673
	Iteration 159Q: 3 clusters Score -1.105835e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -11058389.000000 Penalty: 1128.039673
	Iteration 160F: 3 clusters Score -1.105839e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
Score: -11058409.000000 Penalty: 1128.039673
	Iteration 161Q: 3 clusters Score -1.105841e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 142018 members 
Entering Unmasked Estep 
Score: -11058434.000000 Penalty: 1128.039673
	Iteration 162Q: 3 clusters Score -1.105843e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99800 members 
Mstep: Class 2 contains 142042 members 
Entering Unmasked Estep 
Score: -11058482.000000 Penalty: 1128.039673
	Iteration 163Q: 3 clusters Score -1.105848e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 142094 members 
Entering Unmasked Estep 
Score: -11058485.000000 Penalty: 1128.039673
	Iteration 164Q: 3 clusters Score -1.105848e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -11058470.000000 Penalty: 1128.039673
	Iteration 165Q: 3 clusters Score -1.105847e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 142184 members 
Entering Unmasked Estep 
Score: -11058467.000000 Penalty: 1128.039673
	Iteration 166Q: 3 clusters Score -1.105847e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -11058477.000000 Penalty: 1128.039673
	Iteration 167Q: 3 clusters Score -1.105848e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 142278 members 
Entering Unmasked Estep 
Score: -11058467.000000 Penalty: 1128.039673
	Iteration 168Q: 3 clusters Score -1.105847e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -11058453.000000 Penalty: 1128.039673
	Iteration 169Q: 3 clusters Score -1.105845e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -11058487.000000 Penalty: 1128.039673
	Iteration 170Q: 3 clusters Score -1.105849e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -11058443.000000 Penalty: 1128.039673
	Iteration 171Q: 3 clusters Score -1.105844e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 142461 members 
Entering Unmasked Estep 
Score: -11058463.000000 Penalty: 1128.039673
	Iteration 172Q: 3 clusters Score -1.105846e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99334 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -11058518.000000 Penalty: 1128.039673
	Iteration 173Q: 3 clusters Score -1.105852e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -11058545.000000 Penalty: 1128.039673
	Iteration 174Q: 3 clusters Score -1.105854e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -11058583.000000 Penalty: 1128.039673
	Iteration 175Q: 3 clusters Score -1.105858e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -11058589.000000 Penalty: 1128.039673
	Iteration 176Q: 3 clusters Score -1.105859e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -11058593.000000 Penalty: 1128.039673
	Iteration 177Q: 3 clusters Score -1.105859e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -11058599.000000 Penalty: 1128.039673
	Iteration 178Q: 3 clusters Score -1.10586e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99136 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -11058594.000000 Penalty: 1128.039673
	Iteration 179Q: 3 clusters Score -1.105859e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99142 members 
Mstep: Class 2 contains 142700 members 
Entering Unmasked Estep 
Score: -11058570.000000 Penalty: 1128.039673
	Iteration 180F: 3 clusters Score -1.105857e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 142687 members 
Entering Unmasked Estep 
Score: -11058602.000000 Penalty: 1128.039673
	Iteration 181Q: 3 clusters Score -1.10586e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -11058579.000000 Penalty: 1128.039673
	Iteration 182Q: 3 clusters Score -1.105858e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 142677 members 
Entering Unmasked Estep 
Score: -11058546.000000 Penalty: 1128.039673
	Iteration 183Q: 3 clusters Score -1.105855e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 142614 members 
Entering Unmasked Estep 
Score: -11058554.000000 Penalty: 1128.039673
	Iteration 184Q: 3 clusters Score -1.105855e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -11058552.000000 Penalty: 1128.039673
	Iteration 185Q: 3 clusters Score -1.105855e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 142546 members 
Entering Unmasked Estep 
Score: -11058576.000000 Penalty: 1128.039673
	Iteration 186Q: 3 clusters Score -1.105858e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -11058590.000000 Penalty: 1128.039673
	Iteration 187Q: 3 clusters Score -1.105859e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -11058595.000000 Penalty: 1128.039673
	Iteration 188Q: 3 clusters Score -1.10586e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 142475 members 
Entering Unmasked Estep 
Score: -11058568.000000 Penalty: 1128.039673
	Iteration 189Q: 3 clusters Score -1.105857e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 142447 members 
Entering Unmasked Estep 
Score: -11058618.000000 Penalty: 1128.039673
	Iteration 190Q: 3 clusters Score -1.105862e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 142413 members 
Entering Unmasked Estep 
Score: -11058632.000000 Penalty: 1128.039673
	Iteration 191Q: 3 clusters Score -1.105863e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -11058661.000000 Penalty: 1128.039673
	Iteration 192Q: 3 clusters Score -1.105866e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -11058620.000000 Penalty: 1128.039673
	Iteration 193Q: 3 clusters Score -1.105862e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 142261 members 
Entering Unmasked Estep 
Score: -11058657.000000 Penalty: 1128.039673
	Iteration 194Q: 3 clusters Score -1.105866e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -11058612.000000 Penalty: 1128.039673
	Iteration 195Q: 3 clusters Score -1.105861e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -11058648.000000 Penalty: 1128.039673
	Iteration 196Q: 3 clusters Score -1.105865e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -11058643.000000 Penalty: 1128.039673
	Iteration 197Q: 3 clusters Score -1.105864e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 142128 members 
Entering Unmasked Estep 
Score: -11058664.000000 Penalty: 1128.039673
	Iteration 198Q: 3 clusters Score -1.105866e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 142131 members 
Entering Unmasked Estep 
Score: -11058713.000000 Penalty: 1128.039673
	Iteration 199Q: 3 clusters Score -1.105871e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 142102 members 
Entering Unmasked Estep 
Score: -11058716.000000 Penalty: 1128.039673
	Iteration 200F: 3 clusters Score -1.105872e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -11058738.000000 Penalty: 1128.039673
	Iteration 201Q: 3 clusters Score -1.105874e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -11058755.000000 Penalty: 1128.039673
	Iteration 202Q: 3 clusters Score -1.105876e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99659 members 
Mstep: Class 2 contains 142183 members 
Entering Unmasked Estep 
Score: -11058794.000000 Penalty: 1128.039673
	Iteration 203Q: 3 clusters Score -1.105879e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -11058860.000000 Penalty: 1128.039673
	Iteration 204Q: 3 clusters Score -1.105886e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99605 members 
Mstep: Class 2 contains 142237 members 
Entering Unmasked Estep 
Score: -11058837.000000 Penalty: 1128.039673
	Iteration 205Q: 3 clusters Score -1.105884e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 142246 members 
Entering Unmasked Estep 
Score: -11058869.000000 Penalty: 1128.039673
	Iteration 206Q: 3 clusters Score -1.105887e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -11058923.000000 Penalty: 1128.039673
	Iteration 207Q: 3 clusters Score -1.105892e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -11058938.000000 Penalty: 1128.039673
	Iteration 208Q: 3 clusters Score -1.105894e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -11058947.000000 Penalty: 1128.039673
	Iteration 209Q: 3 clusters Score -1.105895e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -11058946.000000 Penalty: 1128.039673
	Iteration 210Q: 3 clusters Score -1.105895e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -11058961.000000 Penalty: 1128.039673
	Iteration 211Q: 3 clusters Score -1.105896e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 142380 members 
Entering Unmasked Estep 
Score: -11058993.000000 Penalty: 1128.039673
	Iteration 212Q: 3 clusters Score -1.105899e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -11058981.000000 Penalty: 1128.039673
	Iteration 213Q: 3 clusters Score -1.105898e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -11059020.000000 Penalty: 1128.039673
	Iteration 214Q: 3 clusters Score -1.105902e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 142341 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.105904e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 142302 members 
Entering Unmasked Estep 
Score: -11059082.000000 Penalty: 1128.039673
	Iteration 216Q: 3 clusters Score -1.105908e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 142269 members 
Entering Unmasked Estep 
Score: -11059104.000000 Penalty: 1128.039673
	Iteration 217Q: 3 clusters Score -1.10591e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 142249 members 
Entering Unmasked Estep 
Score: -11059159.000000 Penalty: 1128.039673
	Iteration 218Q: 3 clusters Score -1.105916e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 142244 members 
Entering Unmasked Estep 
Score: -11059192.000000 Penalty: 1128.039673
	Iteration 219Q: 3 clusters Score -1.105919e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -11059187.000000 Penalty: 1128.039673
	Iteration 220F: 3 clusters Score -1.105919e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -11059200.000000 Penalty: 1128.039673
	Iteration 221Q: 3 clusters Score -1.10592e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -11059187.000000 Penalty: 1128.039673
	Iteration 222Q: 3 clusters Score -1.105919e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -11059191.000000 Penalty: 1128.039673
	Iteration 223Q: 3 clusters Score -1.105919e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99473 members 
Mstep: Class 2 contains 142369 members 
Entering Unmasked Estep 
Score: -11059192.000000 Penalty: 1128.039673
	Iteration 224Q: 3 clusters Score -1.105919e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 142379 members 
Entering Unmasked Estep 
Score: -11059216.000000 Penalty: 1128.039673
	Iteration 225Q: 3 clusters Score -1.105922e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 142368 members 
Entering Unmasked Estep 
Score: -11059224.000000 Penalty: 1128.039673
	Iteration 226Q: 3 clusters Score -1.105922e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -11059229.000000 Penalty: 1128.039673
	Iteration 227Q: 3 clusters Score -1.105923e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 142401 members 
Entering Unmasked Estep 
Score: -11059240.000000 Penalty: 1128.039673
	Iteration 228Q: 3 clusters Score -1.105924e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -11059283.000000 Penalty: 1128.039673
	Iteration 229Q: 3 clusters Score -1.105928e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 142343 members 
Entering Unmasked Estep 
Score: -11059305.000000 Penalty: 1128.039673
	Iteration 230Q: 3 clusters Score -1.10593e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -11059314.000000 Penalty: 1128.039673
	Iteration 231Q: 3 clusters Score -1.105931e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -11059333.000000 Penalty: 1128.039673
	Iteration 232Q: 3 clusters Score -1.105933e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -11059326.000000 Penalty: 1128.039673
	Iteration 233Q: 3 clusters Score -1.105933e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 142323 members 
Entering Unmasked Estep 
Score: -11059349.000000 Penalty: 1128.039673
	Iteration 234Q: 3 clusters Score -1.105935e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.105935e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -11059375.000000 Penalty: 1128.039673
	Iteration 236Q: 3 clusters Score -1.105938e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 142303 members 
Entering Unmasked Estep 
Score: -11059349.000000 Penalty: 1128.039673
	Iteration 237Q: 3 clusters Score -1.105935e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -11059337.000000 Penalty: 1128.039673
	Iteration 238Q: 3 clusters Score -1.105934e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 142295 members 
Entering Unmasked Estep 
Score: -11059331.000000 Penalty: 1128.039673
	Iteration 239Q: 3 clusters Score -1.105933e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -11059363.000000 Penalty: 1128.039673
	Iteration 240F: 3 clusters Score -1.105936e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 142319 members 
Entering Unmasked Estep 
Score: -11059377.000000 Penalty: 1128.039673
	Iteration 241Q: 3 clusters Score -1.105938e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -11059406.000000 Penalty: 1128.039673
	Iteration 242Q: 3 clusters Score -1.105941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 142304 members 
Entering Unmasked Estep 
Score: -11059380.000000 Penalty: 1128.039673
	Iteration 243Q: 3 clusters Score -1.105938e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 142312 members 
Entering Unmasked Estep 
Score: -11059382.000000 Penalty: 1128.039673
	Iteration 244Q: 3 clusters Score -1.105938e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -11059405.000000 Penalty: 1128.039673
	Iteration 245Q: 3 clusters Score -1.10594e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 142317 members 
Entering Unmasked Estep 
Score: -11059415.000000 Penalty: 1128.039673
	Iteration 246Q: 3 clusters Score -1.105942e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 142302 members 
Entering Unmasked Estep 
Score: -11059464.000000 Penalty: 1128.039673
	Iteration 247Q: 3 clusters Score -1.105946e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -11059500.000000 Penalty: 1128.039673
	Iteration 248Q: 3 clusters Score -1.10595e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -11059499.000000 Penalty: 1128.039673
	Iteration 249Q: 3 clusters Score -1.10595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -11059504.000000 Penalty: 1128.039673
	Iteration 250Q: 3 clusters Score -1.10595e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -11059510.000000 Penalty: 1128.039673
	Iteration 251Q: 3 clusters Score -1.105951e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -11059514.000000 Penalty: 1128.039673
	Iteration 252Q: 3 clusters Score -1.105951e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 142304 members 
Entering Unmasked Estep 
Score: -11059531.000000 Penalty: 1128.039673
	Iteration 253Q: 3 clusters Score -1.105953e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -11059528.000000 Penalty: 1128.039673
	Iteration 254Q: 3 clusters Score -1.105953e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99525 members 
Mstep: Class 2 contains 142317 members 
Entering Unmasked Estep 
Score: -11059503.000000 Penalty: 1128.039673
	Iteration 255Q: 3 clusters Score -1.10595e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 142337 members 
Entering Unmasked Estep 
Score: -11059526.000000 Penalty: 1128.039673
	Iteration 256Q: 3 clusters Score -1.105953e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -11059536.000000 Penalty: 1128.039673
	Iteration 257Q: 3 clusters Score -1.105954e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -11059559.000000 Penalty: 1128.039673
	Iteration 258Q: 3 clusters Score -1.105956e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -11059583.000000 Penalty: 1128.039673
	Iteration 259Q: 3 clusters Score -1.105958e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 142444 members 
Entering Unmasked Estep 
Score: -11059592.000000 Penalty: 1128.039673
	Iteration 260F: 3 clusters Score -1.105959e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 142478 members 
Entering Unmasked Estep 
Score: -11059577.000000 Penalty: 1128.039673
	Iteration 261Q: 3 clusters Score -1.105958e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -11059588.000000 Penalty: 1128.039673
	Iteration 262Q: 3 clusters Score -1.105959e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -11059613.000000 Penalty: 1128.039673
	Iteration 263Q: 3 clusters Score -1.105961e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -11059637.000000 Penalty: 1128.039673
	Iteration 264Q: 3 clusters Score -1.105964e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -11059661.000000 Penalty: 1128.039673
	Iteration 265Q: 3 clusters Score -1.105966e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
Score: -11059652.000000 Penalty: 1128.039673
	Iteration 266Q: 3 clusters Score -1.105965e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -11059653.000000 Penalty: 1128.039673
	Iteration 267Q: 3 clusters Score -1.105965e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.105966e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
Score: -11059677.000000 Penalty: 1128.039673
	Iteration 269Q: 3 clusters Score -1.105968e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99209 members 
Mstep: Class 2 contains 142633 members 
Entering Unmasked Estep 
Score: -11059689.000000 Penalty: 1128.039673
	Iteration 270Q: 3 clusters Score -1.105969e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99187 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -11059697.000000 Penalty: 1128.039673
	Iteration 271Q: 3 clusters Score -1.10597e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -11059726.000000 Penalty: 1128.039673
	Iteration 272Q: 3 clusters Score -1.105973e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 142738 members 
Entering Unmasked Estep 
Score: -11059735.000000 Penalty: 1128.039673
	Iteration 273Q: 3 clusters Score -1.105974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 142784 members 
Entering Unmasked Estep 
Score: -11059765.000000 Penalty: 1128.039673
	Iteration 274Q: 3 clusters Score -1.105976e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -11059752.000000 Penalty: 1128.039673
	Iteration 275Q: 3 clusters Score -1.105975e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -11059768.000000 Penalty: 1128.039673
	Iteration 276Q: 3 clusters Score -1.105977e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 142887 members 
Entering Unmasked Estep 
Score: -11059760.000000 Penalty: 1128.039673
	Iteration 277Q: 3 clusters Score -1.105976e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 142903 members 
Entering Unmasked Estep 
Score: -11059774.000000 Penalty: 1128.039673
	Iteration 278Q: 3 clusters Score -1.105977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -11059764.000000 Penalty: 1128.039673
	Iteration 279Q: 3 clusters Score -1.105976e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 142902 members 
Entering Unmasked Estep 
Score: -11059798.000000 Penalty: 1128.039673
	Iteration 280F: 3 clusters Score -1.10598e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -11059809.000000 Penalty: 1128.039673
	Iteration 281Q: 3 clusters Score -1.105981e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 142897 members 
Entering Unmasked Estep 
Score: -11059793.000000 Penalty: 1128.039673
	Iteration 282Q: 3 clusters Score -1.105979e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -11059822.000000 Penalty: 1128.039673
	Iteration 283Q: 3 clusters Score -1.105982e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -11059835.000000 Penalty: 1128.039673
	Iteration 284Q: 3 clusters Score -1.105984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -11059806.000000 Penalty: 1128.039673
	Iteration 285Q: 3 clusters Score -1.105981e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 142951 members 
Entering Unmasked Estep 
Score: -11059792.000000 Penalty: 1128.039673
	Iteration 286Q: 3 clusters Score -1.105979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -11059807.000000 Penalty: 1128.039673
	Iteration 287Q: 3 clusters Score -1.105981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -11059790.000000 Penalty: 1128.039673
	Iteration 288Q: 3 clusters Score -1.105979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98860 members 
Mstep: Class 2 contains 142982 members 
Entering Unmasked Estep 
Score: -11059801.000000 Penalty: 1128.039673
	Iteration 289Q: 3 clusters Score -1.10598e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -11059787.000000 Penalty: 1128.039673
	Iteration 290Q: 3 clusters Score -1.105979e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 143008 members 
Entering Unmasked Estep 
Score: -11059808.000000 Penalty: 1128.039673
	Iteration 291Q: 3 clusters Score -1.105981e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -11059827.000000 Penalty: 1128.039673
	Iteration 292Q: 3 clusters Score -1.105983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 143034 members 
Entering Unmasked Estep 
Score: -11059830.000000 Penalty: 1128.039673
	Iteration 293Q: 3 clusters Score -1.105983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -11059818.000000 Penalty: 1128.039673
	Iteration 294Q: 3 clusters Score -1.105982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98784 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -11059822.000000 Penalty: 1128.039673
	Iteration 295Q: 3 clusters Score -1.105982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -11059821.000000 Penalty: 1128.039673
	Iteration 296Q: 3 clusters Score -1.105982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 143068 members 
Entering Unmasked Estep 
Score: -11059830.000000 Penalty: 1128.039673
	Iteration 297Q: 3 clusters Score -1.105983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -11059813.000000 Penalty: 1128.039673
	Iteration 298Q: 3 clusters Score -1.105981e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 143065 members 
Entering Unmasked Estep 
Score: -11059816.000000 Penalty: 1128.039673
	Iteration 299Q: 3 clusters Score -1.105982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -11059822.000000 Penalty: 1128.039673
	Iteration 300F: 3 clusters Score -1.105982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -11059823.000000 Penalty: 1128.039673
	Iteration 301Q: 3 clusters Score -1.105982e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -11059817.000000 Penalty: 1128.039673
	Iteration 302Q: 3 clusters Score -1.105982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 143098 members 
Entering Unmasked Estep 
Score: -11059808.000000 Penalty: 1128.039673
	Iteration 303Q: 3 clusters Score -1.105981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 143108 members 
Entering Unmasked Estep 
Score: -11059796.000000 Penalty: 1128.039673
	Iteration 304Q: 3 clusters Score -1.10598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 143114 members 
Entering Unmasked Estep 
Score: -11059785.000000 Penalty: 1128.039673
	Iteration 305Q: 3 clusters Score -1.105978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 143122 members 
Entering Unmasked Estep 
Score: -11059776.000000 Penalty: 1128.039673
	Iteration 306Q: 3 clusters Score -1.105978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 143123 members 
Entering Unmasked Estep 
Score: -11059779.000000 Penalty: 1128.039673
	Iteration 307Q: 3 clusters Score -1.105978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 143123 members 
Entering Unmasked Estep 
Score: -11059779.000000 Penalty: 1128.039673
	Iteration 308Q: 3 clusters Score -1.105978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -11059779.000000 Penalty: 1128.039673
	Iteration 309Q: 3 clusters Score -1.105978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98714 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -11059779.000000 Penalty: 1128.039673
	Iteration 310Q: 3 clusters Score -1.105978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 143129 members 
Entering Unmasked Estep 
Score: -11059787.000000 Penalty: 1128.039673
	Iteration 311Q: 3 clusters Score -1.105979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -11059789.000000 Penalty: 1128.039673
	Iteration 312Q: 3 clusters Score -1.105979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 143137 members 
Entering Unmasked Estep 
Score: -11059787.000000 Penalty: 1128.039673
	Iteration 313Q: 3 clusters Score -1.105979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -11059784.000000 Penalty: 1128.039673
	Iteration 314Q: 3 clusters Score -1.105978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -11059787.000000 Penalty: 1128.039673
	Iteration 315Q: 3 clusters Score -1.105979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -11059789.000000 Penalty: 1128.039673
	Iteration 316Q: 3 clusters Score -1.105979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 143139 members 
Entering Unmasked Estep 
Score: -11059788.000000 Penalty: 1128.039673
	Iteration 317Q: 3 clusters Score -1.105979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -11059795.000000 Penalty: 1128.039673
	Iteration 318Q: 3 clusters Score -1.10598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -11059795.000000 Penalty: 1128.039673
	Iteration 319F: 3 clusters Score -1.10598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -263499.968750 Penalty: 391.553436
	Iteration 0F: 2 clusters Score -263500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -259866.281250 Penalty: 783.106873
	Iteration 0F: 3 clusters Score -259866.3 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -261385.453125 Penalty: 783.106873
	Iteration 1F: 3 clusters Score -261385.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -261805.046875 Penalty: 783.106873
	Iteration 2F: 3 clusters Score -261805 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -262293.500000 Penalty: 783.106873
	Iteration 3F: 3 clusters Score -262293.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -262734.093750 Penalty: 783.106873
	Iteration 4F: 3 clusters Score -262734.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -263044.062500 Penalty: 783.106873
	Iteration 5F: 3 clusters Score -263044.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -263175.156250 Penalty: 783.106873
	Iteration 6Q: 3 clusters Score -263175.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -263229.375000 Penalty: 783.106873
	Iteration 7Q: 3 clusters Score -263229.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -263266.250000 Penalty: 783.106873
	Iteration 8Q: 3 clusters Score -263266.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -263299.031250 Penalty: 783.106873
	Iteration 9Q: 3 clusters Score -263299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -263315.531250 Penalty: 783.106873
	Iteration 10Q: 3 clusters Score -263315.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -263325.062500 Penalty: 783.106873
	Iteration 11Q: 3 clusters Score -263325.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -263328.968750 Penalty: 783.106873
	Iteration 12Q: 3 clusters Score -263329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -263334.625000 Penalty: 783.106873
	Iteration 13Q: 3 clusters Score -263334.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -263341.000000 Penalty: 783.106873
	Iteration 14Q: 3 clusters Score -263341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -263346.781250 Penalty: 783.106873
	Iteration 15Q: 3 clusters Score -263346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -263350.093750 Penalty: 783.106873
	Iteration 16Q: 3 clusters Score -263350.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -263353.250000 Penalty: 783.106873
	Iteration 17Q: 3 clusters Score -263353.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -263356.093750 Penalty: 783.106873
	Iteration 18Q: 3 clusters Score -263356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -263358.281250 Penalty: 783.106873
	Iteration 19Q: 3 clusters Score -263358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -263360.781250 Penalty: 783.106873
	Iteration 20F: 3 clusters Score -263360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -263362.343750 Penalty: 783.106873
	Iteration 21Q: 3 clusters Score -263362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -263365.343750 Penalty: 783.106873
	Iteration 22Q: 3 clusters Score -263365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -263366.406250 Penalty: 783.106873
	Iteration 23Q: 3 clusters Score -263366.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -263368.718750 Penalty: 783.106873
	Iteration 24Q: 3 clusters Score -263368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -263371.312500 Penalty: 783.106873
	Iteration 25Q: 3 clusters Score -263371.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -263373.125000 Penalty: 783.106873
	Iteration 26Q: 3 clusters Score -263373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -263374.000000 Penalty: 783.106873
	Iteration 27Q: 3 clusters Score -263374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -263374.093750 Penalty: 783.106873
	Iteration 28Q: 3 clusters Score -263374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -263374.093750 Penalty: 783.106873
	Iteration 29F: 3 clusters Score -263374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Entering Unmasked Estep 
Score: -1998756.750000 Penalty: 484.457733
	Iteration 0F: 2 clusters Score -1998757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1970506.125000 Penalty: 968.915466
	Iteration 0F: 3 clusters Score -1970506 nChanged 20402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1983565.750000 Penalty: 968.915466
	Iteration 1F: 3 clusters Score -1983566 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1984807.125000 Penalty: 968.915466
	Iteration 2F: 3 clusters Score -1984807 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1986669.625000 Penalty: 968.915466
	Iteration 3F: 3 clusters Score -1986670 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1988869.250000 Penalty: 968.915466
	Iteration 4F: 3 clusters Score -1988869 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1990413.875000 Penalty: 968.915466
	Iteration 5F: 3 clusters Score -1990414 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1991068.125000 Penalty: 968.915466
	Iteration 6Q: 3 clusters Score -1991068 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1991274.250000 Penalty: 968.915466
	Iteration 7Q: 3 clusters Score -1991274 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1991366.500000 Penalty: 968.915466
	Iteration 8Q: 3 clusters Score -1991366 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1991466.250000 Penalty: 968.915466
	Iteration 9Q: 3 clusters Score -1991466 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1991576.375000 Penalty: 968.915466
	Iteration 10Q: 3 clusters Score -1991576 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1991671.250000 Penalty: 968.915466
	Iteration 11Q: 3 clusters Score -1991671 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1991800.000000 Penalty: 968.915466
	Iteration 12Q: 3 clusters Score -1991800 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1991975.625000 Penalty: 968.915466
	Iteration 13Q: 3 clusters Score -1991976 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1992150.625000 Penalty: 968.915466
	Iteration 14Q: 3 clusters Score -1992151 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1992315.750000 Penalty: 968.915466
	Iteration 15Q: 3 clusters Score -1992316 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1992523.375000 Penalty: 968.915466
	Iteration 16Q: 3 clusters Score -1992523 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1992777.375000 Penalty: 968.915466
	Iteration 17Q: 3 clusters Score -1992777 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1993068.125000 Penalty: 968.915466
	Iteration 18Q: 3 clusters Score -1993068 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1993413.500000 Penalty: 968.915466
	Iteration 19Q: 3 clusters Score -1993414 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1993737.250000 Penalty: 968.915466
	Iteration 20F: 3 clusters Score -1993737 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1994061.125000 Penalty: 968.915466
	Iteration 21Q: 3 clusters Score -1994061 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1994407.875000 Penalty: 968.915466
	Iteration 22Q: 3 clusters Score -1994408 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1994678.375000 Penalty: 968.915466
	Iteration 23Q: 3 clusters Score -1994678 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1994931.625000 Penalty: 968.915466
	Iteration 24Q: 3 clusters Score -1994932 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1995147.125000 Penalty: 968.915466
	Iteration 25Q: 3 clusters Score -1995147 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1995357.125000 Penalty: 968.915466
	Iteration 26Q: 3 clusters Score -1995357 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1995527.250000 Penalty: 968.915466
	Iteration 27Q: 3 clusters Score -1995527 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1995675.250000 Penalty: 968.915466
	Iteration 28Q: 3 clusters Score -1995675 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1995803.625000 Penalty: 968.915466
	Iteration 29Q: 3 clusters Score -1995804 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1995927.375000 Penalty: 968.915466
	Iteration 30Q: 3 clusters Score -1995927 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1996017.250000 Penalty: 968.915466
	Iteration 31Q: 3 clusters Score -1996017 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1996130.875000 Penalty: 968.915466
	Iteration 32Q: 3 clusters Score -1996131 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1996229.250000 Penalty: 968.915466
	Iteration 33Q: 3 clusters Score -1996229 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1996318.625000 Penalty: 968.915466
	Iteration 34Q: 3 clusters Score -1996319 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1996390.250000 Penalty: 968.915466
	Iteration 35Q: 3 clusters Score -1996390 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1996442.250000 Penalty: 968.915466
	Iteration 36Q: 3 clusters Score -1996442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1996495.875000 Penalty: 968.915466
	Iteration 37Q: 3 clusters Score -1996496 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1996544.500000 Penalty: 968.915466
	Iteration 38Q: 3 clusters Score -1996544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1996581.250000 Penalty: 968.915466
	Iteration 39Q: 3 clusters Score -1996581 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1996635.625000 Penalty: 968.915466
	Iteration 40F: 3 clusters Score -1996636 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1996685.500000 Penalty: 968.915466
	Iteration 41Q: 3 clusters Score -1996686 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1996753.000000 Penalty: 968.915466
	Iteration 42Q: 3 clusters Score -1996753 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1996811.875000 Penalty: 968.915466
	Iteration 43Q: 3 clusters Score -1996812 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1996880.875000 Penalty: 968.915466
	Iteration 44Q: 3 clusters Score -1996881 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1996956.750000 Penalty: 968.915466
	Iteration 45Q: 3 clusters Score -1996957 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1997007.750000 Penalty: 968.915466
	Iteration 46Q: 3 clusters Score -1997008 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1997067.500000 Penalty: 968.915466
	Iteration 47Q: 3 clusters Score -1997068 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1997130.375000 Penalty: 968.915466
	Iteration 48Q: 3 clusters Score -1997130 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1997176.250000 Penalty: 968.915466
	Iteration 49Q: 3 clusters Score -1997176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1997225.750000 Penalty: 968.915466
	Iteration 50Q: 3 clusters Score -1997226 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1997283.750000 Penalty: 968.915466
	Iteration 51Q: 3 clusters Score -1997284 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1997348.375000 Penalty: 968.915466
	Iteration 52Q: 3 clusters Score -1997348 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1997403.250000 Penalty: 968.915466
	Iteration 53Q: 3 clusters Score -1997403 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1997471.125000 Penalty: 968.915466
	Iteration 54Q: 3 clusters Score -1997471 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1997523.375000 Penalty: 968.915466
	Iteration 55Q: 3 clusters Score -1997523 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1997592.875000 Penalty: 968.915466
	Iteration 56Q: 3 clusters Score -1997593 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1997650.625000 Penalty: 968.915466
	Iteration 57Q: 3 clusters Score -1997651 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1997702.125000 Penalty: 968.915466
	Iteration 58Q: 3 clusters Score -1997702 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1997757.000000 Penalty: 968.915466
	Iteration 59Q: 3 clusters Score -1997757 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1997815.750000 Penalty: 968.915466
	Iteration 60F: 3 clusters Score -1997816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1997870.625000 Penalty: 968.915466
	Iteration 61Q: 3 clusters Score -1997871 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1997915.625000 Penalty: 968.915466
	Iteration 62Q: 3 clusters Score -1997916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1997959.750000 Penalty: 968.915466
	Iteration 63Q: 3 clusters Score -1997960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1998001.000000 Penalty: 968.915466
	Iteration 64Q: 3 clusters Score -1998001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1998038.750000 Penalty: 968.915466
	Iteration 65Q: 3 clusters Score -1998039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1998071.625000 Penalty: 968.915466
	Iteration 66Q: 3 clusters Score -1998072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1998092.625000 Penalty: 968.915466
	Iteration 67Q: 3 clusters Score -1998093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1998110.500000 Penalty: 968.915466
	Iteration 68Q: 3 clusters Score -1998110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1998124.500000 Penalty: 968.915466
	Iteration 69Q: 3 clusters Score -1998124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1998135.625000 Penalty: 968.915466
	Iteration 70Q: 3 clusters Score -1998136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1998142.875000 Penalty: 968.915466
	Iteration 71Q: 3 clusters Score -1998143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1998155.375000 Penalty: 968.915466
	Iteration 72Q: 3 clusters Score -1998155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1998174.750000 Penalty: 968.915466
	Iteration 73Q: 3 clusters Score -1998175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1998192.000000 Penalty: 968.915466
	Iteration 74Q: 3 clusters Score -1998192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1998202.750000 Penalty: 968.915466
	Iteration 75Q: 3 clusters Score -1998203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1998212.250000 Penalty: 968.915466
	Iteration 76Q: 3 clusters Score -1998212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1998231.250000 Penalty: 968.915466
	Iteration 77Q: 3 clusters Score -1998231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1998249.125000 Penalty: 968.915466
	Iteration 78Q: 3 clusters Score -1998249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1998267.375000 Penalty: 968.915466
	Iteration 79Q: 3 clusters Score -1998267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1998279.750000 Penalty: 968.915466
	Iteration 80F: 3 clusters Score -1998280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1998298.375000 Penalty: 968.915466
	Iteration 81Q: 3 clusters Score -1998298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1998315.125000 Penalty: 968.915466
	Iteration 82Q: 3 clusters Score -1998315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1998327.375000 Penalty: 968.915466
	Iteration 83Q: 3 clusters Score -1998327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1998336.375000 Penalty: 968.915466
	Iteration 84Q: 3 clusters Score -1998336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1998342.125000 Penalty: 968.915466
	Iteration 85Q: 3 clusters Score -1998342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1998345.625000 Penalty: 968.915466
	Iteration 86Q: 3 clusters Score -1998346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1998354.000000 Penalty: 968.915466
	Iteration 87Q: 3 clusters Score -1998354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1998360.250000 Penalty: 968.915466
	Iteration 88Q: 3 clusters Score -1998360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1998364.250000 Penalty: 968.915466
	Iteration 89Q: 3 clusters Score -1998364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1998363.250000 Penalty: 968.915466
	Iteration 90Q: 3 clusters Score -1998363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1998366.625000 Penalty: 968.915466
	Iteration 91Q: 3 clusters Score -1998367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1998368.625000 Penalty: 968.915466
	Iteration 92Q: 3 clusters Score -1998369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1998373.125000 Penalty: 968.915466
	Iteration 93Q: 3 clusters Score -1998373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1998372.875000 Penalty: 968.915466
	Iteration 94Q: 3 clusters Score -1998373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1998373.375000 Penalty: 968.915466
	Iteration 95Q: 3 clusters Score -1998373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1998374.375000 Penalty: 968.915466
	Iteration 96Q: 3 clusters Score -1998374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1998375.500000 Penalty: 968.915466
	Iteration 97Q: 3 clusters Score -1998376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1998377.000000 Penalty: 968.915466
	Iteration 98Q: 3 clusters Score -1998377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1998377.000000 Penalty: 968.915466
	Iteration 99Q: 3 clusters Score -1998377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1998376.000000 Penalty: 968.915466
	Iteration 100F: 3 clusters Score -1998376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -35461.664062 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -35461.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34760.160156 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -34760.16 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35063.722656 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -35063.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35213.812500 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -35213.81 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35318.085938 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -35318.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35397.335938 Penalty: 617.693909
	Iteration 4F: 3 clusters Score -35397.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35457.910156 Penalty: 617.693909
	Iteration 5F: 3 clusters Score -35457.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35504.574219 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -35504.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35536.558594 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -35536.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -35552.496094 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -35552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -35564.050781 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -35564.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -35567.003906 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -35567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -35568.226562 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -35568.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -35569.492188 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -35569.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -35570.140625 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -35570.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -35570.140625 Penalty: 617.693909
	Iteration 14F: 3 clusters Score -35570.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 57 members 
Entering Unmasked Estep 
Score: -23225014.000000 Penalty: 13175.466797
Splitting cluster 5 changes total score from -23225238.000000 to -23225014.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Entering Unmasked Estep 
Score: -236737.015625 Penalty: 391.495117
	Iteration 0F: 2 clusters Score -236737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -233041.625000 Penalty: 782.990234
	Iteration 0F: 3 clusters Score -233041.6 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -234441.718750 Penalty: 782.990234
	Iteration 1F: 3 clusters Score -234441.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -234568.406250 Penalty: 782.990234
	Iteration 2F: 3 clusters Score -234568.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -234750.703125 Penalty: 782.990234
	Iteration 3F: 3 clusters Score -234750.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -234997.156250 Penalty: 782.990234
	Iteration 4F: 3 clusters Score -234997.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -235273.281250 Penalty: 782.990234
	Iteration 5F: 3 clusters Score -235273.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -235577.687500 Penalty: 782.990234
	Iteration 6F: 3 clusters Score -235577.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -235888.640625 Penalty: 782.990234
	Iteration 7F: 3 clusters Score -235888.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -236135.062500 Penalty: 782.990234
	Iteration 8Q: 3 clusters Score -236135.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -236296.093750 Penalty: 782.990234
	Iteration 9Q: 3 clusters Score -236296.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -236362.359375 Penalty: 782.990234
	Iteration 10Q: 3 clusters Score -236362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -236382.093750 Penalty: 782.990234
	Iteration 11Q: 3 clusters Score -236382.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -236401.765625 Penalty: 782.990234
	Iteration 12Q: 3 clusters Score -236401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -236407.640625 Penalty: 782.990234
	Iteration 13Q: 3 clusters Score -236407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -236408.828125 Penalty: 782.990234
	Iteration 14Q: 3 clusters Score -236408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -236409.625000 Penalty: 782.990234
	Iteration 15Q: 3 clusters Score -236409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -236409.625000 Penalty: 782.990234
	Iteration 16F: 3 clusters Score -236409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -19820.265625 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -19820.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19342.535156 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -19342.54 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19516.628906 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -19516.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19563.472656 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -19563.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19621.498047 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -19621.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19698.898438 Penalty: 565.892639
	Iteration 4F: 3 clusters Score -19698.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19847.322266 Penalty: 565.892639
	Iteration 5F: 3 clusters Score -19847.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20024.912109 Penalty: 565.892639
	Iteration 6F: 3 clusters Score -20024.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20068.419922 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -20068.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20089.701172 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -20089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20093.386719 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -20093.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20096.546875 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -20096.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20097.626953 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -20097.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20097.626953 Penalty: 565.892639
	Iteration 12F: 3 clusters Score -20097.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 190 members 
Entering Unmasked Estep 
Score: -23225172.000000 Penalty: 13175.466797
Splitting cluster 7 changes total score from -23225238.000000 to -23225172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (35241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Entering Unmasked Estep 
Score: -1558462.250000 Penalty: 476.383392
	Iteration 0F: 2 clusters Score -1558462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1534835.375000 Penalty: 952.766785
	Iteration 0F: 3 clusters Score -1534835 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1544848.000000 Penalty: 952.766785
	Iteration 1F: 3 clusters Score -1544848 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1545519.750000 Penalty: 952.766785
	Iteration 2Q: 3 clusters Score -1545520 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1546757.500000 Penalty: 952.766785
	Iteration 3F: 3 clusters Score -1546758 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1548719.875000 Penalty: 952.766785
	Iteration 4F: 3 clusters Score -1548720 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1550990.875000 Penalty: 952.766785
	Iteration 5F: 3 clusters Score -1550991 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1552957.625000 Penalty: 952.766785
	Iteration 6F: 3 clusters Score -1552958 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1554237.000000 Penalty: 952.766785
	Iteration 7Q: 3 clusters Score -1554237 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1555074.500000 Penalty: 952.766785
	Iteration 8Q: 3 clusters Score -1555074 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1555720.625000 Penalty: 952.766785
	Iteration 9Q: 3 clusters Score -1555721 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1556285.500000 Penalty: 952.766785
	Iteration 10Q: 3 clusters Score -1556286 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1556762.125000 Penalty: 952.766785
	Iteration 11Q: 3 clusters Score -1556762 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1557162.875000 Penalty: 952.766785
	Iteration 12Q: 3 clusters Score -1557163 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1557481.500000 Penalty: 952.766785
	Iteration 13Q: 3 clusters Score -1557482 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1557739.000000 Penalty: 952.766785
	Iteration 14Q: 3 clusters Score -1557739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1557879.750000 Penalty: 952.766785
	Iteration 15Q: 3 clusters Score -1557880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1557965.250000 Penalty: 952.766785
	Iteration 16Q: 3 clusters Score -1557965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1558006.000000 Penalty: 952.766785
	Iteration 17Q: 3 clusters Score -1558006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1558029.000000 Penalty: 952.766785
	Iteration 18Q: 3 clusters Score -1558029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1558045.375000 Penalty: 952.766785
	Iteration 19Q: 3 clusters Score -1558045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1558059.125000 Penalty: 952.766785
	Iteration 20F: 3 clusters Score -1558059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1558068.500000 Penalty: 952.766785
	Iteration 21Q: 3 clusters Score -1558068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1558070.625000 Penalty: 952.766785
	Iteration 22Q: 3 clusters Score -1558071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1558070.625000 Penalty: 952.766785
	Iteration 23F: 3 clusters Score -1558071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -114855.171875 Penalty: 358.953339
	Iteration 0F: 2 clusters Score -114855.2 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 1326 members 
Entering Unmasked Estep 
Score: -112964.929688 Penalty: 717.906677
	Iteration 0F: 3 clusters Score -112964.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -113644.562500 Penalty: 717.906677
	Iteration 1F: 3 clusters Score -113644.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -113782.617188 Penalty: 717.906677
	Iteration 2F: 3 clusters Score -113782.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -113922.703125 Penalty: 717.906677
	Iteration 3F: 3 clusters Score -113922.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -114042.976562 Penalty: 717.906677
	Iteration 4F: 3 clusters Score -114043 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -114117.734375 Penalty: 717.906677
	Iteration 5F: 3 clusters Score -114117.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -114185.703125 Penalty: 717.906677
	Iteration 6Q: 3 clusters Score -114185.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -114240.039062 Penalty: 717.906677
	Iteration 7Q: 3 clusters Score -114240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -114270.593750 Penalty: 717.906677
	Iteration 8Q: 3 clusters Score -114270.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -114295.039062 Penalty: 717.906677
	Iteration 9Q: 3 clusters Score -114295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -114317.562500 Penalty: 717.906677
	Iteration 10Q: 3 clusters Score -114317.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -114335.460938 Penalty: 717.906677
	Iteration 11Q: 3 clusters Score -114335.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -114346.898438 Penalty: 717.906677
	Iteration 12Q: 3 clusters Score -114346.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -114355.367188 Penalty: 717.906677
	Iteration 13Q: 3 clusters Score -114355.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -114363.484375 Penalty: 717.906677
	Iteration 14Q: 3 clusters Score -114363.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -114373.062500 Penalty: 717.906677
	Iteration 15Q: 3 clusters Score -114373.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -114387.437500 Penalty: 717.906677
	Iteration 16Q: 3 clusters Score -114387.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -114399.460938 Penalty: 717.906677
	Iteration 17Q: 3 clusters Score -114399.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -114406.468750 Penalty: 717.906677
	Iteration 18Q: 3 clusters Score -114406.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -114413.226562 Penalty: 717.906677
	Iteration 19Q: 3 clusters Score -114413.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -114421.750000 Penalty: 717.906677
	Iteration 20F: 3 clusters Score -114421.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -114433.992188 Penalty: 717.906677
	Iteration 21Q: 3 clusters Score -114434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -114455.000000 Penalty: 717.906677
	Iteration 22Q: 3 clusters Score -114455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -114480.679688 Penalty: 717.906677
	Iteration 23Q: 3 clusters Score -114480.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -114509.601562 Penalty: 717.906677
	Iteration 24Q: 3 clusters Score -114509.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -114544.937500 Penalty: 717.906677
	Iteration 25Q: 3 clusters Score -114544.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -114594.757812 Penalty: 717.906677
	Iteration 26Q: 3 clusters Score -114594.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -114634.554688 Penalty: 717.906677
	Iteration 27Q: 3 clusters Score -114634.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -114652.875000 Penalty: 717.906677
	Iteration 28Q: 3 clusters Score -114652.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -114665.523438 Penalty: 717.906677
	Iteration 29Q: 3 clusters Score -114665.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -114673.164062 Penalty: 717.906677
	Iteration 30Q: 3 clusters Score -114673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -114675.492188 Penalty: 717.906677
	Iteration 31Q: 3 clusters Score -114675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -114676.976562 Penalty: 717.906677
	Iteration 32Q: 3 clusters Score -114677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -114678.375000 Penalty: 717.906677
	Iteration 33Q: 3 clusters Score -114678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -114679.820312 Penalty: 717.906677
	Iteration 34Q: 3 clusters Score -114679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -114680.953125 Penalty: 717.906677
	Iteration 35Q: 3 clusters Score -114681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -114682.218750 Penalty: 717.906677
	Iteration 36Q: 3 clusters Score -114682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -114683.828125 Penalty: 717.906677
	Iteration 37Q: 3 clusters Score -114683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -114685.015625 Penalty: 717.906677
	Iteration 38Q: 3 clusters Score -114685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -114686.414062 Penalty: 717.906677
	Iteration 39Q: 3 clusters Score -114686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -114687.375000 Penalty: 717.906677
	Iteration 40F: 3 clusters Score -114687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -114687.718750 Penalty: 717.906677
	Iteration 41Q: 3 clusters Score -114687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -114688.484375 Penalty: 717.906677
	Iteration 42Q: 3 clusters Score -114688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -114690.156250 Penalty: 717.906677
	Iteration 43Q: 3 clusters Score -114690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -114691.203125 Penalty: 717.906677
	Iteration 44Q: 3 clusters Score -114691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -114691.515625 Penalty: 717.906677
	Iteration 45Q: 3 clusters Score -114691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -114691.914062 Penalty: 717.906677
	Iteration 46Q: 3 clusters Score -114691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -114691.960938 Penalty: 717.906677
	Iteration 47Q: 3 clusters Score -114692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -114691.960938 Penalty: 717.906677
	Iteration 48F: 3 clusters Score -114692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Entering Unmasked Estep 
Score: -4756809.500000 Penalty: 524.396606
	Iteration 0F: 2 clusters Score -4756810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -4688977.000000 Penalty: 1048.793213
	Iteration 0F: 3 clusters Score -4688977 nChanged 49535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -4719925.500000 Penalty: 1048.793213
	Iteration 1F: 3 clusters Score -4719926 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -4722491.500000 Penalty: 1048.793213
	Iteration 2F: 3 clusters Score -4722492 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -4727314.500000 Penalty: 1048.793213
	Iteration 3F: 3 clusters Score -4727314 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -4734967.000000 Penalty: 1048.793213
	Iteration 4F: 3 clusters Score -4734967 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -4743604.500000 Penalty: 1048.793213
	Iteration 5F: 3 clusters Score -4743604 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -4750233.500000 Penalty: 1048.793213
	Iteration 6F: 3 clusters Score -4750234 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -4754051.000000 Penalty: 1048.793213
	Iteration 7Q: 3 clusters Score -4754051 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -4755679.500000 Penalty: 1048.793213
	Iteration 8Q: 3 clusters Score -4755680 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -4756140.500000 Penalty: 1048.793213
	Iteration 9Q: 3 clusters Score -4756140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -4756269.500000 Penalty: 1048.793213
	Iteration 10Q: 3 clusters Score -4756270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -4756313.000000 Penalty: 1048.793213
	Iteration 11Q: 3 clusters Score -4756313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -4756349.500000 Penalty: 1048.793213
	Iteration 12Q: 3 clusters Score -4756350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -4756365.500000 Penalty: 1048.793213
	Iteration 13Q: 3 clusters Score -4756366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -4756377.000000 Penalty: 1048.793213
	Iteration 14Q: 3 clusters Score -4756377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101057 members 
Entering Unmasked Estep 
Score: -4756386.500000 Penalty: 1048.793213
	Iteration 15Q: 3 clusters Score -4756386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -4756390.000000 Penalty: 1048.793213
	Iteration 16Q: 3 clusters Score -4756390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -4756395.000000 Penalty: 1048.793213
	Iteration 17Q: 3 clusters Score -4756395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -4756400.000000 Penalty: 1048.793213
	Iteration 18Q: 3 clusters Score -4756400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -4756402.000000 Penalty: 1048.793213
	Iteration 19Q: 3 clusters Score -4756402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -4756406.000000 Penalty: 1048.793213
	Iteration 20F: 3 clusters Score -4756406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -4756417.000000 Penalty: 1048.793213
	Iteration 21Q: 3 clusters Score -4756417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -4756424.000000 Penalty: 1048.793213
	Iteration 22Q: 3 clusters Score -4756424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -4756425.500000 Penalty: 1048.793213
	Iteration 23Q: 3 clusters Score -4756426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -4756425.500000 Penalty: 1048.793213
	Iteration 24Q: 3 clusters Score -4756426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -4756425.500000 Penalty: 1048.793213
	Iteration 25Q: 3 clusters Score -4756426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -4756426.000000 Penalty: 1048.793213
	Iteration 26Q: 3 clusters Score -4756426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -4756430.000000 Penalty: 1048.793213
	Iteration 27Q: 3 clusters Score -4756430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -4756431.000000 Penalty: 1048.793213
	Iteration 28Q: 3 clusters Score -4756431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -4756432.500000 Penalty: 1048.793213
	Iteration 29Q: 3 clusters Score -4756432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -4756434.000000 Penalty: 1048.793213
	Iteration 30Q: 3 clusters Score -4756434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 101000 members 
Entering Unmasked Estep 
Score: -4756431.500000 Penalty: 1048.793213
	Iteration 31Q: 3 clusters Score -4756432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
Score: -4756428.500000 Penalty: 1048.793213
	Iteration 32Q: 3 clusters Score -4756428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -4756429.000000 Penalty: 1048.793213
	Iteration 33Q: 3 clusters Score -4756429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -4756429.000000 Penalty: 1048.793213
	Iteration 34F: 3 clusters Score -4756429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -363946.125000 Penalty: 410.680145
	Iteration 0F: 2 clusters Score -363946.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -358372.031250 Penalty: 821.360291
	Iteration 0F: 3 clusters Score -358372 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -360599.437500 Penalty: 821.360291
	Iteration 1F: 3 clusters Score -360599.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -360784.812500 Penalty: 821.360291
	Iteration 2F: 3 clusters Score -360784.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -361029.500000 Penalty: 821.360291
	Iteration 3F: 3 clusters Score -361029.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -361344.250000 Penalty: 821.360291
	Iteration 4F: 3 clusters Score -361344.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -361778.812500 Penalty: 821.360291
	Iteration 5F: 3 clusters Score -361778.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -362286.656250 Penalty: 821.360291
	Iteration 6F: 3 clusters Score -362286.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -362836.468750 Penalty: 821.360291
	Iteration 7F: 3 clusters Score -362836.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -363260.718750 Penalty: 821.360291
	Iteration 8Q: 3 clusters Score -363260.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -363485.875000 Penalty: 821.360291
	Iteration 9Q: 3 clusters Score -363485.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -363663.250000 Penalty: 821.360291
	Iteration 10Q: 3 clusters Score -363663.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -363803.906250 Penalty: 821.360291
	Iteration 11Q: 3 clusters Score -363803.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -363902.843750 Penalty: 821.360291
	Iteration 12Q: 3 clusters Score -363902.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -363951.000000 Penalty: 821.360291
	Iteration 13Q: 3 clusters Score -363951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -363984.437500 Penalty: 821.360291
	Iteration 14Q: 3 clusters Score -363984.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -364026.718750 Penalty: 821.360291
	Iteration 15Q: 3 clusters Score -364026.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -364083.093750 Penalty: 821.360291
	Iteration 16Q: 3 clusters Score -364083.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -364145.468750 Penalty: 821.360291
	Iteration 17Q: 3 clusters Score -364145.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -364213.281250 Penalty: 821.360291
	Iteration 18Q: 3 clusters Score -364213.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -364280.000000 Penalty: 821.360291
	Iteration 19Q: 3 clusters Score -364280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -364369.906250 Penalty: 821.360291
	Iteration 20F: 3 clusters Score -364369.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -364458.687500 Penalty: 821.360291
	Iteration 21Q: 3 clusters Score -364458.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -364515.937500 Penalty: 821.360291
	Iteration 22Q: 3 clusters Score -364515.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -364544.406250 Penalty: 821.360291
	Iteration 23Q: 3 clusters Score -364544.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -364562.843750 Penalty: 821.360291
	Iteration 24Q: 3 clusters Score -364562.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -364574.531250 Penalty: 821.360291
	Iteration 25Q: 3 clusters Score -364574.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -364587.312500 Penalty: 821.360291
	Iteration 26Q: 3 clusters Score -364587.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -364594.843750 Penalty: 821.360291
	Iteration 27Q: 3 clusters Score -364594.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -364597.375000 Penalty: 821.360291
	Iteration 28Q: 3 clusters Score -364597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -364597.312500 Penalty: 821.360291
	Iteration 29Q: 3 clusters Score -364597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -364598.906250 Penalty: 821.360291
	Iteration 30Q: 3 clusters Score -364598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -364598.875000 Penalty: 821.360291
	Iteration 31Q: 3 clusters Score -364598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -364600.718750 Penalty: 821.360291
	Iteration 32Q: 3 clusters Score -364600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -364601.218750 Penalty: 821.360291
	Iteration 33Q: 3 clusters Score -364601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -364602.281250 Penalty: 821.360291
	Iteration 34Q: 3 clusters Score -364602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -364601.687500 Penalty: 821.360291
	Iteration 35Q: 3 clusters Score -364601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -364603.031250 Penalty: 821.360291
	Iteration 36Q: 3 clusters Score -364603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -364602.625000 Penalty: 821.360291
	Iteration 37Q: 3 clusters Score -364602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -364602.625000 Penalty: 821.360291
	Iteration 38F: 3 clusters Score -364602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 6057 members 
Entering Unmasked Estep 
Score: -23225726.000000 Penalty: 13175.466797
Splitting cluster 11 changes total score from -23225238.000000 to -23225726.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -48812.019531 Penalty: 321.833771
	Iteration 0F: 2 clusters Score -48812.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47886.355469 Penalty: 643.667542
	Iteration 0F: 3 clusters Score -47886.36 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48232.433594 Penalty: 643.667542
	Iteration 1F: 3 clusters Score -48232.43 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48388.683594 Penalty: 643.667542
	Iteration 2F: 3 clusters Score -48388.68 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48558.316406 Penalty: 643.667542
	Iteration 3F: 3 clusters Score -48558.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48648.523438 Penalty: 643.667542
	Iteration 4F: 3 clusters Score -48648.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48694.687500 Penalty: 643.667542
	Iteration 5Q: 3 clusters Score -48694.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48730.351562 Penalty: 643.667542
	Iteration 6Q: 3 clusters Score -48730.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48745.082031 Penalty: 643.667542
	Iteration 7Q: 3 clusters Score -48745.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48750.542969 Penalty: 643.667542
	Iteration 8Q: 3 clusters Score -48750.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48754.488281 Penalty: 643.667542
	Iteration 9Q: 3 clusters Score -48754.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48755.371094 Penalty: 643.667542
	Iteration 10Q: 3 clusters Score -48755.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48755.371094 Penalty: 643.667542
	Iteration 11F: 3 clusters Score -48755.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -8085.004883 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -8085.005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7779.246582 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -7779.247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7873.260254 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -7873.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7907.042969 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -7907.043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7927.123047 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -7927.123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7952.138672 Penalty: 494.070465
	Iteration 4F: 3 clusters Score -7952.139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7964.336914 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -7964.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7970.007324 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -7970.007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7975.770996 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -7975.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7975.770996 Penalty: 494.070465
	Iteration 8F: 3 clusters Score -7975.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -15618.029297 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -15618.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15215.751953 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -15215.75 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15336.499023 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -15336.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15362.643555 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -15362.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15381.122070 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -15381.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15398.581055 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -15398.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15412.605469 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -15412.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15421.905273 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -15421.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15431.023438 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -15431.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15437.458008 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -15437.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15442.531250 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -15442.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15450.825195 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -15450.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15461.721680 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -15461.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15474.463867 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -15474.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15513.278320 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -15513.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -15532.585938 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -15532.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15549.487305 Penalty: 537.139648
	Iteration 15Q: 3 clusters Score -15549.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15559.756836 Penalty: 537.139648
	Iteration 16Q: 3 clusters Score -15559.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15565.836914 Penalty: 537.139648
	Iteration 17Q: 3 clusters Score -15565.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15581.973633 Penalty: 537.139648
	Iteration 18Q: 3 clusters Score -15581.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15591.864258 Penalty: 537.139648
	Iteration 19Q: 3 clusters Score -15591.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15601.449219 Penalty: 537.139648
	Iteration 20F: 3 clusters Score -15601.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15623.736328 Penalty: 537.139648
	Iteration 21Q: 3 clusters Score -15623.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15652.170898 Penalty: 537.139648
	Iteration 22Q: 3 clusters Score -15652.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15682.645508 Penalty: 537.139648
	Iteration 23Q: 3 clusters Score -15682.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15682.645508 Penalty: 537.139648
	Iteration 24F: 3 clusters Score -15682.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 144 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 222 members 
Entering Unmasked Estep 
Score: -23225460.000000 Penalty: 13774.352539
Splitting cluster 14 changes total score from -23225238.000000 to -23225460.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -260617.265625 Penalty: 390.534149
	Iteration 0F: 2 clusters Score -260617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -256960.562500 Penalty: 781.068298
	Iteration 0F: 3 clusters Score -256960.6 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -258359.234375 Penalty: 781.068298
	Iteration 1F: 3 clusters Score -258359.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -258516.312500 Penalty: 781.068298
	Iteration 2F: 3 clusters Score -258516.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -258642.359375 Penalty: 781.068298
	Iteration 3F: 3 clusters Score -258642.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -258761.906250 Penalty: 781.068298
	Iteration 4Q: 3 clusters Score -258761.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -258896.609375 Penalty: 781.068298
	Iteration 5Q: 3 clusters Score -258896.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -259031.187500 Penalty: 781.068298
	Iteration 6Q: 3 clusters Score -259031.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -259191.984375 Penalty: 781.068298
	Iteration 7Q: 3 clusters Score -259192 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -259310.078125 Penalty: 781.068298
	Iteration 8Q: 3 clusters Score -259310.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -259359.453125 Penalty: 781.068298
	Iteration 9Q: 3 clusters Score -259359.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -259387.390625 Penalty: 781.068298
	Iteration 10Q: 3 clusters Score -259387.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -259409.437500 Penalty: 781.068298
	Iteration 11Q: 3 clusters Score -259409.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -259430.796875 Penalty: 781.068298
	Iteration 12Q: 3 clusters Score -259430.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -259456.140625 Penalty: 781.068298
	Iteration 13Q: 3 clusters Score -259456.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -259477.015625 Penalty: 781.068298
	Iteration 14Q: 3 clusters Score -259477 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -259497.250000 Penalty: 781.068298
	Iteration 15Q: 3 clusters Score -259497.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -259513.671875 Penalty: 781.068298
	Iteration 16Q: 3 clusters Score -259513.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -259537.578125 Penalty: 781.068298
	Iteration 17Q: 3 clusters Score -259537.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -259559.734375 Penalty: 781.068298
	Iteration 18Q: 3 clusters Score -259559.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -259584.109375 Penalty: 781.068298
	Iteration 19Q: 3 clusters Score -259584.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -259607.875000 Penalty: 781.068298
	Iteration 20F: 3 clusters Score -259607.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -259632.468750 Penalty: 781.068298
	Iteration 21Q: 3 clusters Score -259632.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -259651.687500 Penalty: 781.068298
	Iteration 22Q: 3 clusters Score -259651.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -259673.593750 Penalty: 781.068298
	Iteration 23Q: 3 clusters Score -259673.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -259701.781250 Penalty: 781.068298
	Iteration 24Q: 3 clusters Score -259701.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -259743.984375 Penalty: 781.068298
	Iteration 25Q: 3 clusters Score -259744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -259798.312500 Penalty: 781.068298
	Iteration 26Q: 3 clusters Score -259798.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -259850.046875 Penalty: 781.068298
	Iteration 27Q: 3 clusters Score -259850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -259896.843750 Penalty: 781.068298
	Iteration 28Q: 3 clusters Score -259896.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -259941.484375 Penalty: 781.068298
	Iteration 29Q: 3 clusters Score -259941.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -259982.140625 Penalty: 781.068298
	Iteration 30Q: 3 clusters Score -259982.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -260026.718750 Penalty: 781.068298
	Iteration 31Q: 3 clusters Score -260026.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -260083.375000 Penalty: 781.068298
	Iteration 32Q: 3 clusters Score -260083.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -260122.281250 Penalty: 781.068298
	Iteration 33Q: 3 clusters Score -260122.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -260153.937500 Penalty: 781.068298
	Iteration 34Q: 3 clusters Score -260153.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -260184.796875 Penalty: 781.068298
	Iteration 35Q: 3 clusters Score -260184.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -260209.953125 Penalty: 781.068298
	Iteration 36Q: 3 clusters Score -260210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -260224.671875 Penalty: 781.068298
	Iteration 37Q: 3 clusters Score -260224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -260236.000000 Penalty: 781.068298
	Iteration 38Q: 3 clusters Score -260236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -260246.421875 Penalty: 781.068298
	Iteration 39Q: 3 clusters Score -260246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -260255.484375 Penalty: 781.068298
	Iteration 40F: 3 clusters Score -260255.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -260262.718750 Penalty: 781.068298
	Iteration 41Q: 3 clusters Score -260262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -260270.359375 Penalty: 781.068298
	Iteration 42Q: 3 clusters Score -260270.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -260277.500000 Penalty: 781.068298
	Iteration 43Q: 3 clusters Score -260277.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -260290.250000 Penalty: 781.068298
	Iteration 44Q: 3 clusters Score -260290.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -260295.031250 Penalty: 781.068298
	Iteration 45Q: 3 clusters Score -260295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -260300.359375 Penalty: 781.068298
	Iteration 46Q: 3 clusters Score -260300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -260302.000000 Penalty: 781.068298
	Iteration 47Q: 3 clusters Score -260302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -260303.218750 Penalty: 781.068298
	Iteration 48Q: 3 clusters Score -260303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -260304.484375 Penalty: 781.068298
	Iteration 49Q: 3 clusters Score -260304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -260306.234375 Penalty: 781.068298
	Iteration 50Q: 3 clusters Score -260306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -260307.140625 Penalty: 781.068298
	Iteration 51Q: 3 clusters Score -260307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -260307.140625 Penalty: 781.068298
	Iteration 52F: 3 clusters Score -260307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Entering Unmasked Estep 
Score: -349029.187500 Penalty: 403.378113
	Iteration 0F: 2 clusters Score -349029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -344190.718750 Penalty: 806.756226
	Iteration 0F: 3 clusters Score -344190.7 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -346149.250000 Penalty: 806.756226
	Iteration 1F: 3 clusters Score -346149.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -346356.500000 Penalty: 806.756226
	Iteration 2F: 3 clusters Score -346356.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -346581.718750 Penalty: 806.756226
	Iteration 3F: 3 clusters Score -346581.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -346912.281250 Penalty: 806.756226
	Iteration 4F: 3 clusters Score -346912.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -347299.500000 Penalty: 806.756226
	Iteration 5F: 3 clusters Score -347299.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -347704.312500 Penalty: 806.756226
	Iteration 6F: 3 clusters Score -347704.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -347965.906250 Penalty: 806.756226
	Iteration 7F: 3 clusters Score -347965.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -348081.000000 Penalty: 806.756226
	Iteration 8Q: 3 clusters Score -348081 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -348137.375000 Penalty: 806.756226
	Iteration 9Q: 3 clusters Score -348137.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -348176.656250 Penalty: 806.756226
	Iteration 10Q: 3 clusters Score -348176.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -348215.062500 Penalty: 806.756226
	Iteration 11Q: 3 clusters Score -348215.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -348246.937500 Penalty: 806.756226
	Iteration 12Q: 3 clusters Score -348246.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -348272.500000 Penalty: 806.756226
	Iteration 13Q: 3 clusters Score -348272.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -348291.843750 Penalty: 806.756226
	Iteration 14Q: 3 clusters Score -348291.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -348309.093750 Penalty: 806.756226
	Iteration 15Q: 3 clusters Score -348309.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -348323.625000 Penalty: 806.756226
	Iteration 16Q: 3 clusters Score -348323.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -348342.718750 Penalty: 806.756226
	Iteration 17Q: 3 clusters Score -348342.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -348365.187500 Penalty: 806.756226
	Iteration 18Q: 3 clusters Score -348365.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -348382.375000 Penalty: 806.756226
	Iteration 19Q: 3 clusters Score -348382.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -348392.781250 Penalty: 806.756226
	Iteration 20F: 3 clusters Score -348392.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -348401.125000 Penalty: 806.756226
	Iteration 21Q: 3 clusters Score -348401.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -348410.468750 Penalty: 806.756226
	Iteration 22Q: 3 clusters Score -348410.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -348422.531250 Penalty: 806.756226
	Iteration 23Q: 3 clusters Score -348422.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -348431.968750 Penalty: 806.756226
	Iteration 24Q: 3 clusters Score -348432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -348442.500000 Penalty: 806.756226
	Iteration 25Q: 3 clusters Score -348442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -348449.187500 Penalty: 806.756226
	Iteration 26Q: 3 clusters Score -348449.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -348457.906250 Penalty: 806.756226
	Iteration 27Q: 3 clusters Score -348457.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -348464.437500 Penalty: 806.756226
	Iteration 28Q: 3 clusters Score -348464.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -348468.031250 Penalty: 806.756226
	Iteration 29Q: 3 clusters Score -348468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -348470.125000 Penalty: 806.756226
	Iteration 30Q: 3 clusters Score -348470.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -348475.250000 Penalty: 806.756226
	Iteration 31Q: 3 clusters Score -348475.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -348479.156250 Penalty: 806.756226
	Iteration 32Q: 3 clusters Score -348479.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -348485.312500 Penalty: 806.756226
	Iteration 33Q: 3 clusters Score -348485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -348498.656250 Penalty: 806.756226
	Iteration 34Q: 3 clusters Score -348498.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -348514.250000 Penalty: 806.756226
	Iteration 35Q: 3 clusters Score -348514.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -348526.500000 Penalty: 806.756226
	Iteration 36Q: 3 clusters Score -348526.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -348539.843750 Penalty: 806.756226
	Iteration 37Q: 3 clusters Score -348539.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -348550.062500 Penalty: 806.756226
	Iteration 38Q: 3 clusters Score -348550.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -348559.468750 Penalty: 806.756226
	Iteration 39Q: 3 clusters Score -348559.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -348568.812500 Penalty: 806.756226
	Iteration 40F: 3 clusters Score -348568.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -348575.437500 Penalty: 806.756226
	Iteration 41Q: 3 clusters Score -348575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -348581.906250 Penalty: 806.756226
	Iteration 42Q: 3 clusters Score -348581.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -348586.906250 Penalty: 806.756226
	Iteration 43Q: 3 clusters Score -348586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -348591.593750 Penalty: 806.756226
	Iteration 44Q: 3 clusters Score -348591.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -348594.656250 Penalty: 806.756226
	Iteration 45Q: 3 clusters Score -348594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -348597.562500 Penalty: 806.756226
	Iteration 46Q: 3 clusters Score -348597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -348599.062500 Penalty: 806.756226
	Iteration 47Q: 3 clusters Score -348599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -348600.312500 Penalty: 806.756226
	Iteration 48Q: 3 clusters Score -348600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -348602.156250 Penalty: 806.756226
	Iteration 49Q: 3 clusters Score -348602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -348603.125000 Penalty: 806.756226
	Iteration 50Q: 3 clusters Score -348603.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -348603.812500 Penalty: 806.756226
	Iteration 51Q: 3 clusters Score -348603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -348605.718750 Penalty: 806.756226
	Iteration 52Q: 3 clusters Score -348605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -348606.406250 Penalty: 806.756226
	Iteration 53Q: 3 clusters Score -348606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -348609.000000 Penalty: 806.756226
	Iteration 54Q: 3 clusters Score -348609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -348612.281250 Penalty: 806.756226
	Iteration 55Q: 3 clusters Score -348612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -348615.468750 Penalty: 806.756226
	Iteration 56Q: 3 clusters Score -348615.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -348617.812500 Penalty: 806.756226
	Iteration 57Q: 3 clusters Score -348617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -348619.093750 Penalty: 806.756226
	Iteration 58Q: 3 clusters Score -348619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -348620.531250 Penalty: 806.756226
	Iteration 59Q: 3 clusters Score -348620.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -348621.156250 Penalty: 806.756226
	Iteration 60F: 3 clusters Score -348621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -348622.218750 Penalty: 806.756226
	Iteration 61Q: 3 clusters Score -348622.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -348626.906250 Penalty: 806.756226
	Iteration 62Q: 3 clusters Score -348626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -348630.312500 Penalty: 806.756226
	Iteration 63Q: 3 clusters Score -348630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -348631.468750 Penalty: 806.756226
	Iteration 64Q: 3 clusters Score -348631.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -348634.218750 Penalty: 806.756226
	Iteration 65Q: 3 clusters Score -348634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -348637.281250 Penalty: 806.756226
	Iteration 66Q: 3 clusters Score -348637.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -348643.343750 Penalty: 806.756226
	Iteration 67Q: 3 clusters Score -348643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -348648.406250 Penalty: 806.756226
	Iteration 68Q: 3 clusters Score -348648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -348653.593750 Penalty: 806.756226
	Iteration 69Q: 3 clusters Score -348653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -348657.718750 Penalty: 806.756226
	Iteration 70Q: 3 clusters Score -348657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -348661.812500 Penalty: 806.756226
	Iteration 71Q: 3 clusters Score -348661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -348666.312500 Penalty: 806.756226
	Iteration 72Q: 3 clusters Score -348666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -348667.812500 Penalty: 806.756226
	Iteration 73Q: 3 clusters Score -348667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -348670.500000 Penalty: 806.756226
	Iteration 74Q: 3 clusters Score -348670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -348672.781250 Penalty: 806.756226
	Iteration 75Q: 3 clusters Score -348672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -348674.218750 Penalty: 806.756226
	Iteration 76Q: 3 clusters Score -348674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -348675.687500 Penalty: 806.756226
	Iteration 77Q: 3 clusters Score -348675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -348677.656250 Penalty: 806.756226
	Iteration 78Q: 3 clusters Score -348677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -348677.687500 Penalty: 806.756226
	Iteration 79Q: 3 clusters Score -348677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -348677.531250 Penalty: 806.756226
	Iteration 80F: 3 clusters Score -348677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -348678.187500 Penalty: 806.756226
	Iteration 81Q: 3 clusters Score -348678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -348678.218750 Penalty: 806.756226
	Iteration 82Q: 3 clusters Score -348678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -348678.218750 Penalty: 806.756226
	Iteration 83Q: 3 clusters Score -348678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -348681.125000 Penalty: 806.756226
	Iteration 84Q: 3 clusters Score -348681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -348682.625000 Penalty: 806.756226
	Iteration 85Q: 3 clusters Score -348682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -348683.656250 Penalty: 806.756226
	Iteration 86Q: 3 clusters Score -348683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -348684.468750 Penalty: 806.756226
	Iteration 87Q: 3 clusters Score -348684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -348684.218750 Penalty: 806.756226
	Iteration 88Q: 3 clusters Score -348684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -348684.187500 Penalty: 806.756226
	Iteration 89Q: 3 clusters Score -348684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -348685.062500 Penalty: 806.756226
	Iteration 90Q: 3 clusters Score -348685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -348685.406250 Penalty: 806.756226
	Iteration 91Q: 3 clusters Score -348685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -348685.156250 Penalty: 806.756226
	Iteration 92Q: 3 clusters Score -348685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -348686.156250 Penalty: 806.756226
	Iteration 93Q: 3 clusters Score -348686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -348687.593750 Penalty: 806.756226
	Iteration 94Q: 3 clusters Score -348687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -348687.968750 Penalty: 806.756226
	Iteration 95Q: 3 clusters Score -348688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -348687.906250 Penalty: 806.756226
	Iteration 96Q: 3 clusters Score -348687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -348688.125000 Penalty: 806.756226
	Iteration 97Q: 3 clusters Score -348688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -348688.125000 Penalty: 806.756226
	Iteration 98F: 3 clusters Score -348688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -645600.312500 Penalty: 431.936523
	Iteration 0F: 2 clusters Score -645600.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -636766.750000 Penalty: 863.873047
	Iteration 0F: 3 clusters Score -636766.8 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -640353.812500 Penalty: 863.873047
	Iteration 1F: 3 clusters Score -640353.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -640629.375000 Penalty: 863.873047
	Iteration 2Q: 3 clusters Score -640629.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -641094.187500 Penalty: 863.873047
	Iteration 3F: 3 clusters Score -641094.2 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -641866.875000 Penalty: 863.873047
	Iteration 4F: 3 clusters Score -641866.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -642949.937500 Penalty: 863.873047
	Iteration 5F: 3 clusters Score -642949.9 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -644135.625000 Penalty: 863.873047
	Iteration 6F: 3 clusters Score -644135.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -644857.437500 Penalty: 863.873047
	Iteration 7F: 3 clusters Score -644857.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -645121.750000 Penalty: 863.873047
	Iteration 8Q: 3 clusters Score -645121.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -645207.437500 Penalty: 863.873047
	Iteration 9Q: 3 clusters Score -645207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -645236.625000 Penalty: 863.873047
	Iteration 10Q: 3 clusters Score -645236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -645251.687500 Penalty: 863.873047
	Iteration 11Q: 3 clusters Score -645251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -645252.437500 Penalty: 863.873047
	Iteration 12Q: 3 clusters Score -645252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -645262.875000 Penalty: 863.873047
	Iteration 13Q: 3 clusters Score -645262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -645265.312500 Penalty: 863.873047
	Iteration 14Q: 3 clusters Score -645265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -645265.312500 Penalty: 863.873047
	Iteration 15F: 3 clusters Score -645265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -41059.519531 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -41059.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -40287.796875 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -40287.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40586.519531 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -40586.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40729.750000 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -40729.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40892.285156 Penalty: 631.736267
	Iteration 3F: 3 clusters Score -40892.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40965.226562 Penalty: 631.736267
	Iteration 4F: 3 clusters Score -40965.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41021.871094 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -41021.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41084.058594 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -41084.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41126.718750 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -41126.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41145.570312 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -41145.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41161.320312 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -41161.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41173.390625 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -41173.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41185.765625 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -41185.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41201.570312 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -41201.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41219.890625 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -41219.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41246.792969 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -41246.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41268.292969 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -41268.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41286.378906 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -41286.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -41298.578125 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -41298.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -41309.257812 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -41309.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -41311.738281 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -41311.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -41312.574219 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -41312.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 144 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23225438.000000 Penalty: 14373.237305
Splitting cluster 18 changes total score from -23225238.000000 to -23225438.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (44826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Entering Unmasked Estep 
Score: -2187807.500000 Penalty: 487.329742
	Iteration 0F: 2 clusters Score -2187808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2157647.000000 Penalty: 974.659485
	Iteration 0F: 3 clusters Score -2157647 nChanged 21635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2170616.000000 Penalty: 974.659485
	Iteration 1F: 3 clusters Score -2170616 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2171754.250000 Penalty: 974.659485
	Iteration 2Q: 3 clusters Score -2171754 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2173630.500000 Penalty: 974.659485
	Iteration 3F: 3 clusters Score -2173630 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2176164.500000 Penalty: 974.659485
	Iteration 4F: 3 clusters Score -2176164 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -2178569.000000 Penalty: 974.659485
	Iteration 5F: 3 clusters Score -2178569 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -2179872.750000 Penalty: 974.659485
	Iteration 6F: 3 clusters Score -2179873 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -2180479.000000 Penalty: 974.659485
	Iteration 7Q: 3 clusters Score -2180479 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -2180834.250000 Penalty: 974.659485
	Iteration 8Q: 3 clusters Score -2180834 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -2181172.250000 Penalty: 974.659485
	Iteration 9Q: 3 clusters Score -2181172 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -2181494.250000 Penalty: 974.659485
	Iteration 10Q: 3 clusters Score -2181494 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -2181809.000000 Penalty: 974.659485
	Iteration 11Q: 3 clusters Score -2181809 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -2182148.000000 Penalty: 974.659485
	Iteration 12Q: 3 clusters Score -2182148 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -2182517.000000 Penalty: 974.659485
	Iteration 13Q: 3 clusters Score -2182517 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -2182912.000000 Penalty: 974.659485
	Iteration 14Q: 3 clusters Score -2182912 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -2183268.000000 Penalty: 974.659485
	Iteration 15Q: 3 clusters Score -2183268 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -2183622.250000 Penalty: 974.659485
	Iteration 16Q: 3 clusters Score -2183622 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -2184025.250000 Penalty: 974.659485
	Iteration 17Q: 3 clusters Score -2184025 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -2184458.250000 Penalty: 974.659485
	Iteration 18Q: 3 clusters Score -2184458 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -2184907.500000 Penalty: 974.659485
	Iteration 19Q: 3 clusters Score -2184908 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -2185385.000000 Penalty: 974.659485
	Iteration 20F: 3 clusters Score -2185385 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -2185830.000000 Penalty: 974.659485
	Iteration 21Q: 3 clusters Score -2185830 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -2186215.750000 Penalty: 974.659485
	Iteration 22Q: 3 clusters Score -2186216 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -2186517.500000 Penalty: 974.659485
	Iteration 23Q: 3 clusters Score -2186518 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -2186762.750000 Penalty: 974.659485
	Iteration 24Q: 3 clusters Score -2186763 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -2186958.000000 Penalty: 974.659485
	Iteration 25Q: 3 clusters Score -2186958 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -2187090.000000 Penalty: 974.659485
	Iteration 26Q: 3 clusters Score -2187090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -2187186.500000 Penalty: 974.659485
	Iteration 27Q: 3 clusters Score -2187186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -2187236.000000 Penalty: 974.659485
	Iteration 28Q: 3 clusters Score -2187236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -2187275.500000 Penalty: 974.659485
	Iteration 29Q: 3 clusters Score -2187276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -2187303.500000 Penalty: 974.659485
	Iteration 30Q: 3 clusters Score -2187304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -2187321.750000 Penalty: 974.659485
	Iteration 31Q: 3 clusters Score -2187322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -2187336.000000 Penalty: 974.659485
	Iteration 32Q: 3 clusters Score -2187336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -2187345.250000 Penalty: 974.659485
	Iteration 33Q: 3 clusters Score -2187345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -2187355.000000 Penalty: 974.659485
	Iteration 34Q: 3 clusters Score -2187355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -2187358.750000 Penalty: 974.659485
	Iteration 35Q: 3 clusters Score -2187359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -2187361.750000 Penalty: 974.659485
	Iteration 36Q: 3 clusters Score -2187362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -2187362.000000 Penalty: 974.659485
	Iteration 37Q: 3 clusters Score -2187362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -2187364.250000 Penalty: 974.659485
	Iteration 38Q: 3 clusters Score -2187364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -2187368.000000 Penalty: 974.659485
	Iteration 39Q: 3 clusters Score -2187368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -2187367.500000 Penalty: 974.659485
	Iteration 40F: 3 clusters Score -2187368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2187368.250000 Penalty: 974.659485
	Iteration 41Q: 3 clusters Score -2187368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -2187367.000000 Penalty: 974.659485
	Iteration 42Q: 3 clusters Score -2187367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -2187367.000000 Penalty: 974.659485
	Iteration 43F: 3 clusters Score -2187367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -110687.578125 Penalty: 352.848419
	Iteration 0F: 2 clusters Score -110687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -109004.085938 Penalty: 705.696838
	Iteration 0F: 3 clusters Score -109004.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -109503.664062 Penalty: 705.696838
	Iteration 1F: 3 clusters Score -109503.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -109582.117188 Penalty: 705.696838
	Iteration 2F: 3 clusters Score -109582.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -109640.554688 Penalty: 705.696838
	Iteration 3F: 3 clusters Score -109640.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -109702.796875 Penalty: 705.696838
	Iteration 4F: 3 clusters Score -109702.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -109758.867188 Penalty: 705.696838
	Iteration 5Q: 3 clusters Score -109758.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -109828.328125 Penalty: 705.696838
	Iteration 6Q: 3 clusters Score -109828.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -109913.218750 Penalty: 705.696838
	Iteration 7F: 3 clusters Score -109913.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -110009.132812 Penalty: 705.696838
	Iteration 8F: 3 clusters Score -110009.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -110112.851562 Penalty: 705.696838
	Iteration 9F: 3 clusters Score -110112.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -110183.531250 Penalty: 705.696838
	Iteration 10Q: 3 clusters Score -110183.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -110247.203125 Penalty: 705.696838
	Iteration 11Q: 3 clusters Score -110247.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -110297.406250 Penalty: 705.696838
	Iteration 12Q: 3 clusters Score -110297.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -110326.984375 Penalty: 705.696838
	Iteration 13Q: 3 clusters Score -110327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -110348.390625 Penalty: 705.696838
	Iteration 14Q: 3 clusters Score -110348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -110366.234375 Penalty: 705.696838
	Iteration 15Q: 3 clusters Score -110366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -110377.906250 Penalty: 705.696838
	Iteration 16Q: 3 clusters Score -110377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -110380.875000 Penalty: 705.696838
	Iteration 17Q: 3 clusters Score -110380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -110388.773438 Penalty: 705.696838
	Iteration 18Q: 3 clusters Score -110388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -110393.820312 Penalty: 705.696838
	Iteration 19Q: 3 clusters Score -110393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -110397.046875 Penalty: 705.696838
	Iteration 20F: 3 clusters Score -110397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -110399.718750 Penalty: 705.696838
	Iteration 21Q: 3 clusters Score -110399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -110399.718750 Penalty: 705.696838
	Iteration 22F: 3 clusters Score -110399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -19184.001953 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -19184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18742.507812 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -18742.51 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18832.845703 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -18832.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18863.664062 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -18863.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18884.732422 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -18884.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18901.593750 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -18901.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18908.021484 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -18908.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18913.498047 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -18913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18923.429688 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -18923.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18930.183594 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -18930.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18944.792969 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -18944.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18963.363281 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -18963.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18971.308594 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -18971.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18974.697266 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -18974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18976.720703 Penalty: 552.226746
	Iteration 13Q: 3 clusters Score -18976.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18977.488281 Penalty: 552.226746
	Iteration 14Q: 3 clusters Score -18977.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18978.666016 Penalty: 552.226746
	Iteration 15Q: 3 clusters Score -18978.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18979.562500 Penalty: 552.226746
	Iteration 16Q: 3 clusters Score -18979.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18980.330078 Penalty: 552.226746
	Iteration 17Q: 3 clusters Score -18980.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18980.330078 Penalty: 552.226746
	Iteration 18F: 3 clusters Score -18980.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 241842 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5455 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 101235 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 228 members 
Mstep: Class 14 contains 144 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 959 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226300.000000 Penalty: 14373.237305
Iteration 79Q: 25 clusters Score -2.32263e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 241703 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 41428 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 35051 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 101624 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 144 members 
Mstep: Class 15 contains 5292 members 
Mstep: Class 16 contains 6908 members 
Mstep: Class 17 contains 13536 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 45757 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 432 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 214 members 
Mstep: Class 24 contains 77 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227580.000000 Penalty: 14373.237305
Iteration 80F: 25 clusters Score -2.322758e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 241200 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 40825 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5416 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 34844 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 101398 members 
Mstep: Class 11 contains 2546 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 146 members 
Mstep: Class 15 contains 5211 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 46708 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 5827 members 
Mstep: Class 23 contains 210 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228332.000000 Penalty: 14373.237305
Iteration 81Q: 25 clusters Score -2.322833e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 240685 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 40310 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 34574 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 101225 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 255 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 5152 members 
Mstep: Class 16 contains 6616 members 
Mstep: Class 17 contains 15064 members 
Mstep: Class 18 contains 963 members 
Mstep: Class 19 contains 47666 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228974.000000 Penalty: 14373.237305
Iteration 82Q: 25 clusters Score -2.322897e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 240092 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 39853 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 34302 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 101074 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 5112 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 48547 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229482.000000 Penalty: 14373.237305
Iteration 83Q: 25 clusters Score -2.322948e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 239532 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 39434 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 34040 members 
Mstep: Class 9 contains 2618 members 
Mstep: Class 10 contains 100966 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 1170 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 16619 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 49382 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229998.000000 Penalty: 14373.237305
Iteration 84Q: 25 clusters Score -2.323e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 238888 members 
Mstep: Class 3 contains 4682 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 33831 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 100872 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 6282 members 
Mstep: Class 17 contains 17387 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230480.000000 Penalty: 14373.237305
Iteration 85Q: 25 clusters Score -2.323048e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238168 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 38745 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 33636 members 
Mstep: Class 9 contains 2595 members 
Mstep: Class 10 contains 100802 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 17 contains 18193 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 50972 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230892.000000 Penalty: 14373.237305
Iteration 86Q: 25 clusters Score -2.323089e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 237423 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 38444 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 33434 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 100755 members 
Mstep: Class 11 contains 2727 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 19023 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 51712 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231356.000000 Penalty: 14373.237305
Iteration 87Q: 25 clusters Score -2.323136e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 236821 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 38143 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 33206 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 100720 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 6000 members 
Mstep: Class 17 contains 19770 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 52406 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5961 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231750.000000 Penalty: 14373.237305
Iteration 88Q: 25 clusters Score -2.323175e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 236223 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 37871 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32997 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 100707 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 1157 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 20465 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 53082 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 433 members 
Mstep: Class 22 contains 5954 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232096.000000 Penalty: 14373.237305
Iteration 89Q: 25 clusters Score -2.32321e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 235632 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 37571 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5252 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32804 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 100692 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4841 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 21187 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 53724 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5948 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232586.000000 Penalty: 14373.237305
Iteration 90Q: 25 clusters Score -2.323259e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 235035 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 37301 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32628 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 100702 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 1155 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 54328 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232820.000000 Penalty: 14373.237305
Iteration 91Q: 25 clusters Score -2.323282e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 234472 members 
Mstep: Class 3 contains 3932 members 
Mstep: Class 4 contains 37004 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32460 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 100716 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 22531 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 54901 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5939 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233110.000000 Penalty: 14373.237305
Iteration 92Q: 25 clusters Score -2.323311e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 233930 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 36688 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5177 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32293 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 100752 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 263 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 23171 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 55457 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233212.000000 Penalty: 14373.237305
Iteration 93Q: 25 clusters Score -2.323321e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 233347 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 36434 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 32140 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 100796 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 23793 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 55988 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233308.000000 Penalty: 14373.237305
Iteration 94Q: 25 clusters Score -2.323331e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 232853 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 36155 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5107 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31993 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 100838 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 24398 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 56463 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 435 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233446.000000 Penalty: 14373.237305
Iteration 95Q: 25 clusters Score -2.323345e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 232346 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 35897 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5061 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31866 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 100884 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 5325 members 
Mstep: Class 17 contains 25018 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 56905 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233550.000000 Penalty: 14373.237305
Iteration 96Q: 25 clusters Score -2.323355e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 231828 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 35689 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31732 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 100931 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 25613 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 57364 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233776.000000 Penalty: 14373.237305
Iteration 97Q: 25 clusters Score -2.323378e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 231295 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31583 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 100995 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 26198 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 57804 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234002.000000 Penalty: 14373.237305
Iteration 98Q: 25 clusters Score -2.3234e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 230811 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 35288 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31449 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 101059 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 26756 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 58232 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234272.000000 Penalty: 14373.237305
Iteration 99Q: 25 clusters Score -2.323427e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 230343 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 35105 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4912 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31342 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 101111 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 5009 members 
Mstep: Class 17 contains 27296 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 58650 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234348.000000 Penalty: 14373.237305
Iteration 100F: 25 clusters Score -2.323435e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 229839 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 4 contains 34945 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31243 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 101180 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 4939 members 
Mstep: Class 17 contains 27842 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 59040 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5877 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234538.000000 Penalty: 14373.237305
Iteration 101Q: 25 clusters Score -2.323454e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 229335 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 34811 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31152 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 101236 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4719 members 
Mstep: Class 16 contains 4871 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 59393 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5872 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234684.000000 Penalty: 14373.237305
Iteration 102Q: 25 clusters Score -2.323468e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 228859 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 34673 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31067 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 101276 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 1140 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 16 contains 4830 members 
Mstep: Class 17 contains 28932 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 59704 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5868 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234842.000000 Penalty: 14373.237305
Iteration 103Q: 25 clusters Score -2.323484e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 228416 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 34503 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30993 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 101324 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4687 members 
Mstep: Class 16 contains 4781 members 
Mstep: Class 17 contains 29461 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 59984 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5865 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234794.000000 Penalty: 14373.237305
Iteration 104Q: 25 clusters Score -2.323479e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 227985 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 34349 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30900 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 101365 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 16 contains 4748 members 
Mstep: Class 17 contains 29958 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 60248 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234906.000000 Penalty: 14373.237305
Iteration 105Q: 25 clusters Score -2.323491e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 227578 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 34206 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30812 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 101400 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 4712 members 
Mstep: Class 17 contains 30444 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 60505 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5854 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234784.000000 Penalty: 14373.237305
Iteration 106Q: 25 clusters Score -2.323478e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 227146 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 34094 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30760 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 101417 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 17 contains 30903 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 60770 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5853 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 597.318298 but Gain 598.884766
Score: -23234762.000000 Penalty: 13774.352539
Iteration 107Q: 24 clusters Score -2.323476e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 226969 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 33999 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30722 members 
Mstep: Class 9 contains 2501 members 
Mstep: Class 10 contains 101460 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 1123 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4622 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 17 contains 31343 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 61135 members 
Mstep: Class 20 contains 2314 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235194.000000 Penalty: 13774.352539
Iteration 108Q: 24 clusters Score -2.323519e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 226475 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 33914 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30668 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 101525 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 1120 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4607 members 
Mstep: Class 16 contains 4587 members 
Mstep: Class 17 contains 31798 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 61381 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235246.000000 Penalty: 13774.352539
Iteration 109Q: 24 clusters Score -2.323525e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 226017 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 33827 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30625 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 101579 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 32224 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 61642 members 
Mstep: Class 20 contains 2312 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 5847 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235334.000000 Penalty: 13774.352539
Iteration 110Q: 24 clusters Score -2.323533e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 225594 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 33754 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4735 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30577 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 101633 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 61895 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235328.000000 Penalty: 13774.352539
Iteration 111Q: 24 clusters Score -2.323533e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 225157 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 33673 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30533 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 101683 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 1108 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 33006 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 62144 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5838 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235390.000000 Penalty: 13774.352539
Iteration 112Q: 24 clusters Score -2.323539e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 224740 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 33582 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4731 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30505 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 101734 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 17 contains 33374 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 62386 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5834 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235514.000000 Penalty: 13774.352539
Iteration 113Q: 24 clusters Score -2.323551e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 224308 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 33489 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30487 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 101782 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4470 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 33752 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 62616 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5832 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235506.000000 Penalty: 13774.352539
Iteration 114Q: 24 clusters Score -2.323551e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 223870 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 33422 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30485 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101810 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 4274 members 
Mstep: Class 17 contains 34113 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 62817 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5831 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235594.000000 Penalty: 13774.352539
Iteration 115Q: 24 clusters Score -2.323559e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 223484 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 33352 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30471 members 
Mstep: Class 9 contains 2486 members 
Mstep: Class 10 contains 101848 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 34425 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63045 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5831 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235710.000000 Penalty: 13774.352539
Iteration 116Q: 24 clusters Score -2.323571e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 223064 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 33292 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30456 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 101901 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4417 members 
Mstep: Class 16 contains 4175 members 
Mstep: Class 17 contains 34743 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63280 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235784.000000 Penalty: 13774.352539
Iteration 117Q: 24 clusters Score -2.323578e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 222699 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 33219 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4706 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30441 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 101951 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 4134 members 
Mstep: Class 17 contains 35028 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63488 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235900.000000 Penalty: 13774.352539
Iteration 118Q: 24 clusters Score -2.32359e+07 nChanged 756
Entering ConstructFrom: 
Score: -23235900.000000 Penalty: 13774.352539
Entering ConstructFrom: 
Trying to split cluster 2 (222355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222355 members 
Entering Unmasked Estep 
Score: -10187082.000000 Penalty: 560.197388
	Iteration 0F: 2 clusters Score -1.018708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111548 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -10052191.000000 Penalty: 1120.394775
	Iteration 0F: 3 clusters Score -1.005219e+07 nChanged 109596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -10121438.000000 Penalty: 1120.394775
	Iteration 1F: 3 clusters Score -1.012144e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129627 members 
Mstep: Class 2 contains 92728 members 
Entering Unmasked Estep 
Score: -10124789.000000 Penalty: 1120.394775
	Iteration 2Q: 3 clusters Score -1.012479e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139884 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -10130643.000000 Penalty: 1120.394775
	Iteration 3Q: 3 clusters Score -1.013064e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154695 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -10139485.000000 Penalty: 1120.394775
	Iteration 4F: 3 clusters Score -1.013948e+07 nChanged 18812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -10150097.000000 Penalty: 1120.394775
	Iteration 5F: 3 clusters Score -1.01501e+07 nChanged 18570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191937 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -10160945.000000 Penalty: 1120.394775
	Iteration 6F: 3 clusters Score -1.016094e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205518 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -10170310.000000 Penalty: 1120.394775
	Iteration 7F: 3 clusters Score -1.017031e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213485 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -10176611.000000 Penalty: 1120.394775
	Iteration 8Q: 3 clusters Score -1.017661e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217715 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -10180701.000000 Penalty: 1120.394775
	Iteration 9Q: 3 clusters Score -1.01807e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219963 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10183338.000000 Penalty: 1120.394775
	Iteration 10Q: 3 clusters Score -1.018334e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10184846.000000 Penalty: 1120.394775
	Iteration 11Q: 3 clusters Score -1.018485e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10185525.000000 Penalty: 1120.394775
	Iteration 12Q: 3 clusters Score -1.018552e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221879 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10185974.000000 Penalty: 1120.394775
	Iteration 13Q: 3 clusters Score -1.018597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221992 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10186166.000000 Penalty: 1120.394775
	Iteration 14Q: 3 clusters Score -1.018617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222052 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10186305.000000 Penalty: 1120.394775
	Iteration 15Q: 3 clusters Score -1.01863e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222064 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10186351.000000 Penalty: 1120.394775
	Iteration 16Q: 3 clusters Score -1.018635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10186382.000000 Penalty: 1120.394775
	Iteration 17Q: 3 clusters Score -1.018638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222069 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10186384.000000 Penalty: 1120.394775
	Iteration 18Q: 3 clusters Score -1.018638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10186393.000000 Penalty: 1120.394775
	Iteration 19Q: 3 clusters Score -1.018639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222071 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10186405.000000 Penalty: 1120.394775
	Iteration 20F: 3 clusters Score -1.01864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10186406.000000 Penalty: 1120.394775
	Iteration 21Q: 3 clusters Score -1.018641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10186407.000000 Penalty: 1120.394775
	Iteration 22Q: 3 clusters Score -1.018641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10186406.000000 Penalty: 1120.394775
	Iteration 23Q: 3 clusters Score -1.018641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10186405.000000 Penalty: 1120.394775
	Iteration 24Q: 3 clusters Score -1.01864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222064 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10186412.000000 Penalty: 1120.394775
	Iteration 25Q: 3 clusters Score -1.018641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10186412.000000 Penalty: 1120.394775
	Iteration 26Q: 3 clusters Score -1.018641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222064 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10186416.000000 Penalty: 1120.394775
	Iteration 27Q: 3 clusters Score -1.018642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222062 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10186416.000000 Penalty: 1120.394775
	Iteration 28Q: 3 clusters Score -1.018642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10186423.000000 Penalty: 1120.394775
	Iteration 29Q: 3 clusters Score -1.018642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10186418.000000 Penalty: 1120.394775
	Iteration 30Q: 3 clusters Score -1.018642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10186422.000000 Penalty: 1120.394775
	Iteration 31Q: 3 clusters Score -1.018642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10186420.000000 Penalty: 1120.394775
	Iteration 32Q: 3 clusters Score -1.018642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222059 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10186412.000000 Penalty: 1120.394775
	Iteration 33Q: 3 clusters Score -1.018641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222059 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10186412.000000 Penalty: 1120.394775
	Iteration 34F: 3 clusters Score -1.018641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -109307.757812 Penalty: 351.381836
	Iteration 0F: 2 clusters Score -109307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -107708.015625 Penalty: 702.763672
	Iteration 0F: 3 clusters Score -107708 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -108349.617188 Penalty: 702.763672
	Iteration 1F: 3 clusters Score -108349.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108511.062500 Penalty: 702.763672
	Iteration 2F: 3 clusters Score -108511.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -108668.117188 Penalty: 702.763672
	Iteration 3F: 3 clusters Score -108668.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108802.898438 Penalty: 702.763672
	Iteration 4F: 3 clusters Score -108802.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108902.554688 Penalty: 702.763672
	Iteration 5F: 3 clusters Score -108902.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -108967.343750 Penalty: 702.763672
	Iteration 6Q: 3 clusters Score -108967.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -109007.187500 Penalty: 702.763672
	Iteration 7Q: 3 clusters Score -109007.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109033.406250 Penalty: 702.763672
	Iteration 8Q: 3 clusters Score -109033.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -109046.296875 Penalty: 702.763672
	Iteration 9Q: 3 clusters Score -109046.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -109051.906250 Penalty: 702.763672
	Iteration 10Q: 3 clusters Score -109051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -109054.375000 Penalty: 702.763672
	Iteration 11Q: 3 clusters Score -109054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109056.132812 Penalty: 702.763672
	Iteration 12Q: 3 clusters Score -109056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109058.132812 Penalty: 702.763672
	Iteration 13Q: 3 clusters Score -109058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -109061.015625 Penalty: 702.763672
	Iteration 14Q: 3 clusters Score -109061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -109061.484375 Penalty: 702.763672
	Iteration 15Q: 3 clusters Score -109061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -109061.515625 Penalty: 702.763672
	Iteration 16Q: 3 clusters Score -109061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -109061.515625 Penalty: 702.763672
	Iteration 17F: 3 clusters Score -109061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Entering Unmasked Estep 
Score: -1590148.000000 Penalty: 473.615417
	Iteration 0F: 2 clusters Score -1590148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1567840.375000 Penalty: 947.230835
	Iteration 0F: 3 clusters Score -1567840 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1577464.625000 Penalty: 947.230835
	Iteration 1F: 3 clusters Score -1577465 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1577932.125000 Penalty: 947.230835
	Iteration 2Q: 3 clusters Score -1577932 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1578683.000000 Penalty: 947.230835
	Iteration 3Q: 3 clusters Score -1578683 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1579903.000000 Penalty: 947.230835
	Iteration 4F: 3 clusters Score -1579903 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1581811.750000 Penalty: 947.230835
	Iteration 5F: 3 clusters Score -1581812 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1584274.000000 Penalty: 947.230835
	Iteration 6F: 3 clusters Score -1584274 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1586712.125000 Penalty: 947.230835
	Iteration 7F: 3 clusters Score -1586712 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1588435.250000 Penalty: 947.230835
	Iteration 8F: 3 clusters Score -1588435 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1589256.000000 Penalty: 947.230835
	Iteration 9Q: 3 clusters Score -1589256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1589545.000000 Penalty: 947.230835
	Iteration 10Q: 3 clusters Score -1589545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1589629.250000 Penalty: 947.230835
	Iteration 11Q: 3 clusters Score -1589629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1589678.500000 Penalty: 947.230835
	Iteration 12Q: 3 clusters Score -1589678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1589701.500000 Penalty: 947.230835
	Iteration 13Q: 3 clusters Score -1589702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1589710.500000 Penalty: 947.230835
	Iteration 14Q: 3 clusters Score -1589710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1589712.875000 Penalty: 947.230835
	Iteration 15Q: 3 clusters Score -1589713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1589715.500000 Penalty: 947.230835
	Iteration 16Q: 3 clusters Score -1589716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1589715.625000 Penalty: 947.230835
	Iteration 17Q: 3 clusters Score -1589716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1589716.625000 Penalty: 947.230835
	Iteration 18Q: 3 clusters Score -1589717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1589716.625000 Penalty: 947.230835
	Iteration 19F: 3 clusters Score -1589717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -35461.664062 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -35461.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34729.656250 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -34729.66 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34955.359375 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -34955.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35019.367188 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -35019.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35088.550781 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -35088.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35202.726562 Penalty: 617.693909
	Iteration 4F: 3 clusters Score -35202.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35293.816406 Penalty: 617.693909
	Iteration 5F: 3 clusters Score -35293.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35349.593750 Penalty: 617.693909
	Iteration 6F: 3 clusters Score -35349.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35399.492188 Penalty: 617.693909
	Iteration 7F: 3 clusters Score -35399.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35429.824219 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -35429.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35454.769531 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -35454.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35468.589844 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -35468.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35475.179688 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -35475.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35476.628906 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -35476.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35477.089844 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -35477.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35477.089844 Penalty: 617.693909
	Iteration 14F: 3 clusters Score -35477.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 222355 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 33161 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101998 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 35273 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63708 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235574.000000 Penalty: 14373.237305
Splitting cluster 5 changes total score from -23235900.000000 to -23235574.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -203927.718750 Penalty: 384.765320
	Iteration 0F: 2 clusters Score -203927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -200755.062500 Penalty: 769.530640
	Iteration 0F: 3 clusters Score -200755.1 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -202031.468750 Penalty: 769.530640
	Iteration 1F: 3 clusters Score -202031.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -202206.593750 Penalty: 769.530640
	Iteration 2F: 3 clusters Score -202206.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -202397.375000 Penalty: 769.530640
	Iteration 3F: 3 clusters Score -202397.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -202628.968750 Penalty: 769.530640
	Iteration 4F: 3 clusters Score -202629 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -202841.703125 Penalty: 769.530640
	Iteration 5F: 3 clusters Score -202841.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -203013.375000 Penalty: 769.530640
	Iteration 6Q: 3 clusters Score -203013.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -203143.437500 Penalty: 769.530640
	Iteration 7Q: 3 clusters Score -203143.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -203227.750000 Penalty: 769.530640
	Iteration 8Q: 3 clusters Score -203227.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -203272.984375 Penalty: 769.530640
	Iteration 9Q: 3 clusters Score -203273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -203290.734375 Penalty: 769.530640
	Iteration 10Q: 3 clusters Score -203290.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -203305.125000 Penalty: 769.530640
	Iteration 11Q: 3 clusters Score -203305.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -203325.312500 Penalty: 769.530640
	Iteration 12Q: 3 clusters Score -203325.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -203341.828125 Penalty: 769.530640
	Iteration 13Q: 3 clusters Score -203341.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -203351.750000 Penalty: 769.530640
	Iteration 14Q: 3 clusters Score -203351.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -203365.468750 Penalty: 769.530640
	Iteration 15Q: 3 clusters Score -203365.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -203376.937500 Penalty: 769.530640
	Iteration 16Q: 3 clusters Score -203376.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -203389.500000 Penalty: 769.530640
	Iteration 17Q: 3 clusters Score -203389.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -203401.656250 Penalty: 769.530640
	Iteration 18Q: 3 clusters Score -203401.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -203408.937500 Penalty: 769.530640
	Iteration 19Q: 3 clusters Score -203408.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -203414.906250 Penalty: 769.530640
	Iteration 20F: 3 clusters Score -203414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -203419.109375 Penalty: 769.530640
	Iteration 21Q: 3 clusters Score -203419.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -203421.359375 Penalty: 769.530640
	Iteration 22Q: 3 clusters Score -203421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -203422.796875 Penalty: 769.530640
	Iteration 23Q: 3 clusters Score -203422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -203425.125000 Penalty: 769.530640
	Iteration 24Q: 3 clusters Score -203425.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -203426.140625 Penalty: 769.530640
	Iteration 25Q: 3 clusters Score -203426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -203426.875000 Penalty: 769.530640
	Iteration 26Q: 3 clusters Score -203426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -203427.765625 Penalty: 769.530640
	Iteration 27Q: 3 clusters Score -203427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -203428.000000 Penalty: 769.530640
	Iteration 28Q: 3 clusters Score -203428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -203428.000000 Penalty: 769.530640
	Iteration 29F: 3 clusters Score -203428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -19820.265625 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -19820.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19344.013672 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -19344.01 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19534.750000 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -19534.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19657.103516 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -19657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19815.615234 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -19815.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20036.632812 Penalty: 565.892639
	Iteration 4F: 3 clusters Score -20036.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20084.953125 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -20084.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20103.314453 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -20103.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20110.533203 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -20110.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20121.998047 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -20122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20123.617188 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -20123.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20124.955078 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -20124.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20124.955078 Penalty: 565.892639
	Iteration 11F: 3 clusters Score -20124.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222355 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 33161 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101998 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 35273 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63708 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235842.000000 Penalty: 14373.237305
Splitting cluster 7 changes total score from -23235900.000000 to -23235842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (30420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Entering Unmasked Estep 
Score: -1341028.000000 Penalty: 469.689941
	Iteration 0F: 2 clusters Score -1341028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1320747.375000 Penalty: 939.379883
	Iteration 0F: 3 clusters Score -1320747 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1330867.500000 Penalty: 939.379883
	Iteration 1F: 3 clusters Score -1330868 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1333121.625000 Penalty: 939.379883
	Iteration 2F: 3 clusters Score -1333122 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -1335988.625000 Penalty: 939.379883
	Iteration 3F: 3 clusters Score -1335989 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -1338462.500000 Penalty: 939.379883
	Iteration 4F: 3 clusters Score -1338462 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -1339990.500000 Penalty: 939.379883
	Iteration 5Q: 3 clusters Score -1339990 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -1340562.375000 Penalty: 939.379883
	Iteration 6Q: 3 clusters Score -1340562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -1340719.000000 Penalty: 939.379883
	Iteration 7Q: 3 clusters Score -1340719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -1340762.375000 Penalty: 939.379883
	Iteration 8Q: 3 clusters Score -1340762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -1340778.125000 Penalty: 939.379883
	Iteration 9Q: 3 clusters Score -1340778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -1340784.250000 Penalty: 939.379883
	Iteration 10Q: 3 clusters Score -1340784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -1340793.375000 Penalty: 939.379883
	Iteration 11Q: 3 clusters Score -1340793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -1340797.250000 Penalty: 939.379883
	Iteration 12Q: 3 clusters Score -1340797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -1340798.250000 Penalty: 939.379883
	Iteration 13Q: 3 clusters Score -1340798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -1340798.000000 Penalty: 939.379883
	Iteration 14Q: 3 clusters Score -1340798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -1340798.000000 Penalty: 939.379883
	Iteration 15F: 3 clusters Score -1340798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -107212.570312 Penalty: 355.793457
	Iteration 0F: 2 clusters Score -107212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -105459.640625 Penalty: 711.586914
	Iteration 0F: 3 clusters Score -105459.6 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -106095.500000 Penalty: 711.586914
	Iteration 1F: 3 clusters Score -106095.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -106228.546875 Penalty: 711.586914
	Iteration 2F: 3 clusters Score -106228.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -106365.664062 Penalty: 711.586914
	Iteration 3F: 3 clusters Score -106365.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -106505.226562 Penalty: 711.586914
	Iteration 4F: 3 clusters Score -106505.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -106614.726562 Penalty: 711.586914
	Iteration 5F: 3 clusters Score -106614.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106697.148438 Penalty: 711.586914
	Iteration 6Q: 3 clusters Score -106697.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106755.093750 Penalty: 711.586914
	Iteration 7Q: 3 clusters Score -106755.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106792.460938 Penalty: 711.586914
	Iteration 8Q: 3 clusters Score -106792.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -106818.898438 Penalty: 711.586914
	Iteration 9Q: 3 clusters Score -106818.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -106843.734375 Penalty: 711.586914
	Iteration 10Q: 3 clusters Score -106843.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106858.507812 Penalty: 711.586914
	Iteration 11Q: 3 clusters Score -106858.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106873.625000 Penalty: 711.586914
	Iteration 12Q: 3 clusters Score -106873.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106894.734375 Penalty: 711.586914
	Iteration 13Q: 3 clusters Score -106894.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106912.882812 Penalty: 711.586914
	Iteration 14Q: 3 clusters Score -106912.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106923.500000 Penalty: 711.586914
	Iteration 15Q: 3 clusters Score -106923.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106930.585938 Penalty: 711.586914
	Iteration 16Q: 3 clusters Score -106930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106934.828125 Penalty: 711.586914
	Iteration 17Q: 3 clusters Score -106934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106938.000000 Penalty: 711.586914
	Iteration 18Q: 3 clusters Score -106938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -106940.125000 Penalty: 711.586914
	Iteration 19Q: 3 clusters Score -106940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106941.750000 Penalty: 711.586914
	Iteration 20F: 3 clusters Score -106941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106943.187500 Penalty: 711.586914
	Iteration 21Q: 3 clusters Score -106943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106944.617188 Penalty: 711.586914
	Iteration 22Q: 3 clusters Score -106944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106944.648438 Penalty: 711.586914
	Iteration 23Q: 3 clusters Score -106944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106945.203125 Penalty: 711.586914
	Iteration 24Q: 3 clusters Score -106945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -106945.328125 Penalty: 711.586914
	Iteration 25Q: 3 clusters Score -106945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106945.703125 Penalty: 711.586914
	Iteration 26Q: 3 clusters Score -106945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -106945.703125 Penalty: 711.586914
	Iteration 27F: 3 clusters Score -106945.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Entering Unmasked Estep 
Score: -4789530.500000 Penalty: 524.738220
	Iteration 0F: 2 clusters Score -4789530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -4721150.500000 Penalty: 1049.476440
	Iteration 0F: 3 clusters Score -4721150 nChanged 49900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -4751055.500000 Penalty: 1049.476440
	Iteration 1F: 3 clusters Score -4751056 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -4752305.500000 Penalty: 1049.476440
	Iteration 2Q: 3 clusters Score -4752306 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -4754592.000000 Penalty: 1049.476440
	Iteration 3Q: 3 clusters Score -4754592 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -4759022.000000 Penalty: 1049.476440
	Iteration 4F: 3 clusters Score -4759022 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -4766513.500000 Penalty: 1049.476440
	Iteration 5F: 3 clusters Score -4766514 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -4775615.000000 Penalty: 1049.476440
	Iteration 6F: 3 clusters Score -4775615 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -4782877.000000 Penalty: 1049.476440
	Iteration 7F: 3 clusters Score -4782877 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -4786633.500000 Penalty: 1049.476440
	Iteration 8Q: 3 clusters Score -4786634 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -4788189.000000 Penalty: 1049.476440
	Iteration 9Q: 3 clusters Score -4788189 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -4788705.000000 Penalty: 1049.476440
	Iteration 10Q: 3 clusters Score -4788705 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -4788891.000000 Penalty: 1049.476440
	Iteration 11Q: 3 clusters Score -4788891 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -4788974.500000 Penalty: 1049.476440
	Iteration 12Q: 3 clusters Score -4788974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -4789015.500000 Penalty: 1049.476440
	Iteration 13Q: 3 clusters Score -4789016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -4789032.500000 Penalty: 1049.476440
	Iteration 14Q: 3 clusters Score -4789032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -4789051.500000 Penalty: 1049.476440
	Iteration 15Q: 3 clusters Score -4789052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -4789055.000000 Penalty: 1049.476440
	Iteration 16Q: 3 clusters Score -4789055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101875 members 
Entering Unmasked Estep 
Score: -4789066.000000 Penalty: 1049.476440
	Iteration 17Q: 3 clusters Score -4789066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -4789074.000000 Penalty: 1049.476440
	Iteration 18Q: 3 clusters Score -4789074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -4789075.500000 Penalty: 1049.476440
	Iteration 19Q: 3 clusters Score -4789076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -4789078.000000 Penalty: 1049.476440
	Iteration 20F: 3 clusters Score -4789078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -4789078.000000 Penalty: 1049.476440
	Iteration 21Q: 3 clusters Score -4789078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -4789079.500000 Penalty: 1049.476440
	Iteration 22Q: 3 clusters Score -4789080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -4789082.000000 Penalty: 1049.476440
	Iteration 23Q: 3 clusters Score -4789082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -4789083.500000 Penalty: 1049.476440
	Iteration 24Q: 3 clusters Score -4789084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -4789083.500000 Penalty: 1049.476440
	Iteration 25F: 3 clusters Score -4789084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -126772.320312 Penalty: 361.651520
	Iteration 0F: 2 clusters Score -126772.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -124798.375000 Penalty: 723.303040
	Iteration 0F: 3 clusters Score -124798.4 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -125596.992188 Penalty: 723.303040
	Iteration 1F: 3 clusters Score -125597 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -125769.101562 Penalty: 723.303040
	Iteration 2F: 3 clusters Score -125769.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -125933.125000 Penalty: 723.303040
	Iteration 3F: 3 clusters Score -125933.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -126054.234375 Penalty: 723.303040
	Iteration 4F: 3 clusters Score -126054.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -126146.453125 Penalty: 723.303040
	Iteration 5Q: 3 clusters Score -126146.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -126227.320312 Penalty: 723.303040
	Iteration 6Q: 3 clusters Score -126227.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -126287.867188 Penalty: 723.303040
	Iteration 7Q: 3 clusters Score -126287.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126335.468750 Penalty: 723.303040
	Iteration 8Q: 3 clusters Score -126335.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -126365.500000 Penalty: 723.303040
	Iteration 9Q: 3 clusters Score -126365.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -126379.937500 Penalty: 723.303040
	Iteration 10Q: 3 clusters Score -126379.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -126387.703125 Penalty: 723.303040
	Iteration 11Q: 3 clusters Score -126387.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -126396.742188 Penalty: 723.303040
	Iteration 12Q: 3 clusters Score -126396.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -126403.734375 Penalty: 723.303040
	Iteration 13Q: 3 clusters Score -126403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -126408.335938 Penalty: 723.303040
	Iteration 14Q: 3 clusters Score -126408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -126412.015625 Penalty: 723.303040
	Iteration 15Q: 3 clusters Score -126412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -126414.023438 Penalty: 723.303040
	Iteration 16Q: 3 clusters Score -126414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -126415.687500 Penalty: 723.303040
	Iteration 17Q: 3 clusters Score -126415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -126417.328125 Penalty: 723.303040
	Iteration 18Q: 3 clusters Score -126417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -126418.500000 Penalty: 723.303040
	Iteration 19Q: 3 clusters Score -126418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -126418.546875 Penalty: 723.303040
	Iteration 20F: 3 clusters Score -126418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -126419.093750 Penalty: 723.303040
	Iteration 21Q: 3 clusters Score -126419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -126419.554688 Penalty: 723.303040
	Iteration 22Q: 3 clusters Score -126419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -126419.507812 Penalty: 723.303040
	Iteration 23Q: 3 clusters Score -126419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -126420.148438 Penalty: 723.303040
	Iteration 24Q: 3 clusters Score -126420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -126420.453125 Penalty: 723.303040
	Iteration 25Q: 3 clusters Score -126420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -126420.703125 Penalty: 723.303040
	Iteration 26Q: 3 clusters Score -126420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -126420.984375 Penalty: 723.303040
	Iteration 27Q: 3 clusters Score -126421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -126421.906250 Penalty: 723.303040
	Iteration 28Q: 3 clusters Score -126421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -126422.562500 Penalty: 723.303040
	Iteration 29Q: 3 clusters Score -126422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -126423.203125 Penalty: 723.303040
	Iteration 30Q: 3 clusters Score -126423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -126423.867188 Penalty: 723.303040
	Iteration 31Q: 3 clusters Score -126423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -126425.203125 Penalty: 723.303040
	Iteration 32Q: 3 clusters Score -126425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -126426.875000 Penalty: 723.303040
	Iteration 33Q: 3 clusters Score -126426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -126428.492188 Penalty: 723.303040
	Iteration 34Q: 3 clusters Score -126428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -126430.585938 Penalty: 723.303040
	Iteration 35Q: 3 clusters Score -126430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -126431.390625 Penalty: 723.303040
	Iteration 36Q: 3 clusters Score -126431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -126431.859375 Penalty: 723.303040
	Iteration 37Q: 3 clusters Score -126431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -126432.593750 Penalty: 723.303040
	Iteration 38Q: 3 clusters Score -126432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -126433.828125 Penalty: 723.303040
	Iteration 39Q: 3 clusters Score -126433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -126434.828125 Penalty: 723.303040
	Iteration 40F: 3 clusters Score -126434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -126434.960938 Penalty: 723.303040
	Iteration 41Q: 3 clusters Score -126435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -126434.960938 Penalty: 723.303040
	Iteration 42F: 3 clusters Score -126435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -44326.695312 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -44326.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43487.226562 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -43487.23 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43892.714844 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -43892.71 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44080.308594 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -44080.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44192.570312 Penalty: 635.017456
	Iteration 3F: 3 clusters Score -44192.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44249.625000 Penalty: 635.017456
	Iteration 4Q: 3 clusters Score -44249.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44262.445312 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -44262.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44263.765625 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -44263.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44264.210938 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -44264.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44265.035156 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -44265.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44265.171875 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -44265.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44265.171875 Penalty: 635.017456
	Iteration 10F: 3 clusters Score -44265.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -9505.839844 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -9505.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9201.791016 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -9201.791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9276.169922 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -9276.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9300.686523 Penalty: 507.755432
	Iteration 2Q: 3 clusters Score -9300.687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9315.953125 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -9315.953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9324.888672 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -9324.889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9336.469727 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -9336.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9344.193359 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -9344.193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9350.120117 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -9350.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9353.852539 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -9353.853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9353.852539 Penalty: 507.755432
	Iteration 9F: 3 clusters Score -9353.853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6074.962402 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6074.962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6143.320312 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6143.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6148.797363 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6148.797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6151.265137 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6151.265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6151.265137 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -6151.265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -214659.093750 Penalty: 381.643433
	Iteration 0F: 2 clusters Score -214659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -211703.000000 Penalty: 763.286865
	Iteration 0F: 3 clusters Score -211703 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -212876.625000 Penalty: 763.286865
	Iteration 1F: 3 clusters Score -212876.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -213030.921875 Penalty: 763.286865
	Iteration 2F: 3 clusters Score -213030.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -213275.140625 Penalty: 763.286865
	Iteration 3F: 3 clusters Score -213275.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -213533.265625 Penalty: 763.286865
	Iteration 4F: 3 clusters Score -213533.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -213734.906250 Penalty: 763.286865
	Iteration 5F: 3 clusters Score -213734.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -213887.421875 Penalty: 763.286865
	Iteration 6F: 3 clusters Score -213887.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -213961.390625 Penalty: 763.286865
	Iteration 7Q: 3 clusters Score -213961.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -213992.890625 Penalty: 763.286865
	Iteration 8Q: 3 clusters Score -213992.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -214017.296875 Penalty: 763.286865
	Iteration 9Q: 3 clusters Score -214017.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -214033.218750 Penalty: 763.286865
	Iteration 10Q: 3 clusters Score -214033.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -214047.390625 Penalty: 763.286865
	Iteration 11Q: 3 clusters Score -214047.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -214055.359375 Penalty: 763.286865
	Iteration 12Q: 3 clusters Score -214055.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -214062.765625 Penalty: 763.286865
	Iteration 13Q: 3 clusters Score -214062.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -214068.125000 Penalty: 763.286865
	Iteration 14Q: 3 clusters Score -214068.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -214071.531250 Penalty: 763.286865
	Iteration 15Q: 3 clusters Score -214071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -214073.578125 Penalty: 763.286865
	Iteration 16Q: 3 clusters Score -214073.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -214075.250000 Penalty: 763.286865
	Iteration 17Q: 3 clusters Score -214075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -214076.406250 Penalty: 763.286865
	Iteration 18Q: 3 clusters Score -214076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -214077.359375 Penalty: 763.286865
	Iteration 19Q: 3 clusters Score -214077.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214078.359375 Penalty: 763.286865
	Iteration 20F: 3 clusters Score -214078.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214079.562500 Penalty: 763.286865
	Iteration 21Q: 3 clusters Score -214079.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -214080.625000 Penalty: 763.286865
	Iteration 22Q: 3 clusters Score -214080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214081.500000 Penalty: 763.286865
	Iteration 23Q: 3 clusters Score -214081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -214082.562500 Penalty: 763.286865
	Iteration 24Q: 3 clusters Score -214082.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -214083.156250 Penalty: 763.286865
	Iteration 25Q: 3 clusters Score -214083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -214082.750000 Penalty: 763.286865
	Iteration 26Q: 3 clusters Score -214082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214082.734375 Penalty: 763.286865
	Iteration 27Q: 3 clusters Score -214082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -214082.921875 Penalty: 763.286865
	Iteration 28Q: 3 clusters Score -214082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -214083.468750 Penalty: 763.286865
	Iteration 29Q: 3 clusters Score -214083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -214083.390625 Penalty: 763.286865
	Iteration 30Q: 3 clusters Score -214083.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -214083.781250 Penalty: 763.286865
	Iteration 31Q: 3 clusters Score -214083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214083.656250 Penalty: 763.286865
	Iteration 32Q: 3 clusters Score -214083.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214083.656250 Penalty: 763.286865
	Iteration 33F: 3 clusters Score -214083.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -201339.906250 Penalty: 378.402771
	Iteration 0F: 2 clusters Score -201339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -198593.812500 Penalty: 756.805542
	Iteration 0F: 3 clusters Score -198593.8 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -199690.859375 Penalty: 756.805542
	Iteration 1F: 3 clusters Score -199690.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -199819.953125 Penalty: 756.805542
	Iteration 2F: 3 clusters Score -199820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -199939.171875 Penalty: 756.805542
	Iteration 3F: 3 clusters Score -199939.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -200062.218750 Penalty: 756.805542
	Iteration 4Q: 3 clusters Score -200062.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -200220.031250 Penalty: 756.805542
	Iteration 5Q: 3 clusters Score -200220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -200370.203125 Penalty: 756.805542
	Iteration 6F: 3 clusters Score -200370.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -200477.953125 Penalty: 756.805542
	Iteration 7Q: 3 clusters Score -200478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -200517.890625 Penalty: 756.805542
	Iteration 8Q: 3 clusters Score -200517.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -200537.593750 Penalty: 756.805542
	Iteration 9Q: 3 clusters Score -200537.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -200549.156250 Penalty: 756.805542
	Iteration 10Q: 3 clusters Score -200549.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -200556.812500 Penalty: 756.805542
	Iteration 11Q: 3 clusters Score -200556.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -200563.218750 Penalty: 756.805542
	Iteration 12Q: 3 clusters Score -200563.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -200568.078125 Penalty: 756.805542
	Iteration 13Q: 3 clusters Score -200568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -200572.187500 Penalty: 756.805542
	Iteration 14Q: 3 clusters Score -200572.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -200576.718750 Penalty: 756.805542
	Iteration 15Q: 3 clusters Score -200576.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -200579.218750 Penalty: 756.805542
	Iteration 16Q: 3 clusters Score -200579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -200581.593750 Penalty: 756.805542
	Iteration 17Q: 3 clusters Score -200581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -200584.625000 Penalty: 756.805542
	Iteration 18Q: 3 clusters Score -200584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -200585.906250 Penalty: 756.805542
	Iteration 19Q: 3 clusters Score -200585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -200587.109375 Penalty: 756.805542
	Iteration 20F: 3 clusters Score -200587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -200588.078125 Penalty: 756.805542
	Iteration 21Q: 3 clusters Score -200588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -200590.125000 Penalty: 756.805542
	Iteration 22Q: 3 clusters Score -200590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -200591.750000 Penalty: 756.805542
	Iteration 23Q: 3 clusters Score -200591.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -200594.140625 Penalty: 756.805542
	Iteration 24Q: 3 clusters Score -200594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -200596.734375 Penalty: 756.805542
	Iteration 25Q: 3 clusters Score -200596.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -200599.562500 Penalty: 756.805542
	Iteration 26Q: 3 clusters Score -200599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -200601.765625 Penalty: 756.805542
	Iteration 27Q: 3 clusters Score -200601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -200605.140625 Penalty: 756.805542
	Iteration 28Q: 3 clusters Score -200605.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -200607.890625 Penalty: 756.805542
	Iteration 29Q: 3 clusters Score -200607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -200610.484375 Penalty: 756.805542
	Iteration 30Q: 3 clusters Score -200610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -200612.531250 Penalty: 756.805542
	Iteration 31Q: 3 clusters Score -200612.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -200614.000000 Penalty: 756.805542
	Iteration 32Q: 3 clusters Score -200614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -200615.265625 Penalty: 756.805542
	Iteration 33Q: 3 clusters Score -200615.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -200615.921875 Penalty: 756.805542
	Iteration 34Q: 3 clusters Score -200615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -200617.109375 Penalty: 756.805542
	Iteration 35Q: 3 clusters Score -200617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -200617.125000 Penalty: 756.805542
	Iteration 36Q: 3 clusters Score -200617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -200618.125000 Penalty: 756.805542
	Iteration 37Q: 3 clusters Score -200618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -200618.015625 Penalty: 756.805542
	Iteration 38Q: 3 clusters Score -200618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -200618.093750 Penalty: 756.805542
	Iteration 39Q: 3 clusters Score -200618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -200618.609375 Penalty: 756.805542
	Iteration 40F: 3 clusters Score -200618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Entering Unmasked Estep 
Score: -1675737.250000 Penalty: 476.424713
	Iteration 0F: 2 clusters Score -1675737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1652159.750000 Penalty: 952.849426
	Iteration 0F: 3 clusters Score -1652160 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1662423.125000 Penalty: 952.849426
	Iteration 1F: 3 clusters Score -1662423 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1663170.250000 Penalty: 952.849426
	Iteration 2F: 3 clusters Score -1663170 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1664335.125000 Penalty: 952.849426
	Iteration 3F: 3 clusters Score -1664335 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1665919.250000 Penalty: 952.849426
	Iteration 4F: 3 clusters Score -1665919 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -1667869.375000 Penalty: 952.849426
	Iteration 5F: 3 clusters Score -1667869 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -1669725.500000 Penalty: 952.849426
	Iteration 6F: 3 clusters Score -1669726 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1671004.125000 Penalty: 952.849426
	Iteration 7Q: 3 clusters Score -1671004 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1671773.875000 Penalty: 952.849426
	Iteration 8Q: 3 clusters Score -1671774 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -1672320.500000 Penalty: 952.849426
	Iteration 9Q: 3 clusters Score -1672320 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -1672756.750000 Penalty: 952.849426
	Iteration 10Q: 3 clusters Score -1672757 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -1673182.625000 Penalty: 952.849426
	Iteration 11Q: 3 clusters Score -1673183 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -1673554.375000 Penalty: 952.849426
	Iteration 12Q: 3 clusters Score -1673554 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -1673903.500000 Penalty: 952.849426
	Iteration 13Q: 3 clusters Score -1673904 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -1674212.875000 Penalty: 952.849426
	Iteration 14Q: 3 clusters Score -1674213 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -1674484.625000 Penalty: 952.849426
	Iteration 15Q: 3 clusters Score -1674485 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -1674707.250000 Penalty: 952.849426
	Iteration 16Q: 3 clusters Score -1674707 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -1674880.625000 Penalty: 952.849426
	Iteration 17Q: 3 clusters Score -1674881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -1675022.500000 Penalty: 952.849426
	Iteration 18Q: 3 clusters Score -1675022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -1675116.000000 Penalty: 952.849426
	Iteration 19Q: 3 clusters Score -1675116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -1675189.375000 Penalty: 952.849426
	Iteration 20F: 3 clusters Score -1675189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -1675237.875000 Penalty: 952.849426
	Iteration 21Q: 3 clusters Score -1675238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -1675272.750000 Penalty: 952.849426
	Iteration 22Q: 3 clusters Score -1675273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -1675303.875000 Penalty: 952.849426
	Iteration 23Q: 3 clusters Score -1675304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -1675324.750000 Penalty: 952.849426
	Iteration 24Q: 3 clusters Score -1675325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -1675342.500000 Penalty: 952.849426
	Iteration 25Q: 3 clusters Score -1675342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -1675349.375000 Penalty: 952.849426
	Iteration 26Q: 3 clusters Score -1675349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -1675355.875000 Penalty: 952.849426
	Iteration 27Q: 3 clusters Score -1675356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -1675366.250000 Penalty: 952.849426
	Iteration 28Q: 3 clusters Score -1675366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -1675372.375000 Penalty: 952.849426
	Iteration 29Q: 3 clusters Score -1675372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -1675376.750000 Penalty: 952.849426
	Iteration 30Q: 3 clusters Score -1675377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -1675377.875000 Penalty: 952.849426
	Iteration 31Q: 3 clusters Score -1675378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -1675379.625000 Penalty: 952.849426
	Iteration 32Q: 3 clusters Score -1675380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -1675379.625000 Penalty: 952.849426
	Iteration 33F: 3 clusters Score -1675380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -39122.351562 Penalty: 312.540161
	Iteration 0F: 2 clusters Score -39122.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38325.136719 Penalty: 625.080322
	Iteration 0F: 3 clusters Score -38325.14 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -38654.921875 Penalty: 625.080322
	Iteration 1F: 3 clusters Score -38654.92 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38943.660156 Penalty: 625.080322
	Iteration 2F: 3 clusters Score -38943.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -39106.285156 Penalty: 625.080322
	Iteration 3F: 3 clusters Score -39106.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39214.890625 Penalty: 625.080322
	Iteration 4F: 3 clusters Score -39214.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -39284.429688 Penalty: 625.080322
	Iteration 5Q: 3 clusters Score -39284.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -39347.785156 Penalty: 625.080322
	Iteration 6Q: 3 clusters Score -39347.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -39400.152344 Penalty: 625.080322
	Iteration 7Q: 3 clusters Score -39400.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -39407.765625 Penalty: 625.080322
	Iteration 8Q: 3 clusters Score -39407.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -39411.347656 Penalty: 625.080322
	Iteration 9Q: 3 clusters Score -39411.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -39416.503906 Penalty: 625.080322
	Iteration 10Q: 3 clusters Score -39416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -39421.375000 Penalty: 625.080322
	Iteration 11Q: 3 clusters Score -39421.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -39421.375000 Penalty: 625.080322
	Iteration 12F: 3 clusters Score -39421.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 222355 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 33161 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101998 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 35273 members 
Mstep: Class 18 contains 116 members 
Mstep: Class 19 contains 63708 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235872.000000 Penalty: 14373.237305
Splitting cluster 18 changes total score from -23235900.000000 to -23235872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (63708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Entering Unmasked Estep 
Score: -3072722.250000 Penalty: 503.323975
	Iteration 0F: 2 clusters Score -3072722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3029838.250000 Penalty: 1006.647949
	Iteration 0F: 3 clusters Score -3029838 nChanged 31128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3049435.000000 Penalty: 1006.647949
	Iteration 1F: 3 clusters Score -3049435 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -3051085.000000 Penalty: 1006.647949
	Iteration 2Q: 3 clusters Score -3051085 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3053845.500000 Penalty: 1006.647949
	Iteration 3F: 3 clusters Score -3053846 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3057987.250000 Penalty: 1006.647949
	Iteration 4F: 3 clusters Score -3057987 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3062614.000000 Penalty: 1006.647949
	Iteration 5F: 3 clusters Score -3062614 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3064976.000000 Penalty: 1006.647949
	Iteration 6F: 3 clusters Score -3064976 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3065622.250000 Penalty: 1006.647949
	Iteration 7Q: 3 clusters Score -3065622 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3065905.500000 Penalty: 1006.647949
	Iteration 8Q: 3 clusters Score -3065906 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3066134.750000 Penalty: 1006.647949
	Iteration 9Q: 3 clusters Score -3066135 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3066338.750000 Penalty: 1006.647949
	Iteration 10Q: 3 clusters Score -3066339 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3066500.750000 Penalty: 1006.647949
	Iteration 11Q: 3 clusters Score -3066501 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3066671.000000 Penalty: 1006.647949
	Iteration 12Q: 3 clusters Score -3066671 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3066831.500000 Penalty: 1006.647949
	Iteration 13Q: 3 clusters Score -3066832 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3067010.500000 Penalty: 1006.647949
	Iteration 14Q: 3 clusters Score -3067010 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3067189.250000 Penalty: 1006.647949
	Iteration 15Q: 3 clusters Score -3067189 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3067346.250000 Penalty: 1006.647949
	Iteration 16Q: 3 clusters Score -3067346 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3067492.250000 Penalty: 1006.647949
	Iteration 17Q: 3 clusters Score -3067492 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3067606.500000 Penalty: 1006.647949
	Iteration 18Q: 3 clusters Score -3067606 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3067742.000000 Penalty: 1006.647949
	Iteration 19Q: 3 clusters Score -3067742 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3067891.250000 Penalty: 1006.647949
	Iteration 20F: 3 clusters Score -3067891 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3068035.000000 Penalty: 1006.647949
	Iteration 21Q: 3 clusters Score -3068035 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3068204.250000 Penalty: 1006.647949
	Iteration 22Q: 3 clusters Score -3068204 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3068409.000000 Penalty: 1006.647949
	Iteration 23Q: 3 clusters Score -3068409 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3068593.500000 Penalty: 1006.647949
	Iteration 24Q: 3 clusters Score -3068594 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3068779.250000 Penalty: 1006.647949
	Iteration 25Q: 3 clusters Score -3068779 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3068967.000000 Penalty: 1006.647949
	Iteration 26Q: 3 clusters Score -3068967 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3069174.750000 Penalty: 1006.647949
	Iteration 27Q: 3 clusters Score -3069175 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3069364.750000 Penalty: 1006.647949
	Iteration 28Q: 3 clusters Score -3069365 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3069590.500000 Penalty: 1006.647949
	Iteration 29Q: 3 clusters Score -3069590 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3069802.750000 Penalty: 1006.647949
	Iteration 30Q: 3 clusters Score -3069803 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3069996.750000 Penalty: 1006.647949
	Iteration 31Q: 3 clusters Score -3069997 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3070175.250000 Penalty: 1006.647949
	Iteration 32Q: 3 clusters Score -3070175 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3070369.250000 Penalty: 1006.647949
	Iteration 33Q: 3 clusters Score -3070369 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3070544.500000 Penalty: 1006.647949
	Iteration 34Q: 3 clusters Score -3070544 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3070733.250000 Penalty: 1006.647949
	Iteration 35Q: 3 clusters Score -3070733 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3070930.000000 Penalty: 1006.647949
	Iteration 36Q: 3 clusters Score -3070930 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3071075.250000 Penalty: 1006.647949
	Iteration 37Q: 3 clusters Score -3071075 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3071222.000000 Penalty: 1006.647949
	Iteration 38Q: 3 clusters Score -3071222 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3071374.500000 Penalty: 1006.647949
	Iteration 39Q: 3 clusters Score -3071374 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3071514.500000 Penalty: 1006.647949
	Iteration 40F: 3 clusters Score -3071514 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3071640.500000 Penalty: 1006.647949
	Iteration 41Q: 3 clusters Score -3071640 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3071770.750000 Penalty: 1006.647949
	Iteration 42Q: 3 clusters Score -3071771 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3071853.750000 Penalty: 1006.647949
	Iteration 43Q: 3 clusters Score -3071854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3071916.500000 Penalty: 1006.647949
	Iteration 44Q: 3 clusters Score -3071916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3071990.500000 Penalty: 1006.647949
	Iteration 45Q: 3 clusters Score -3071990 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3072064.500000 Penalty: 1006.647949
	Iteration 46Q: 3 clusters Score -3072064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3072123.750000 Penalty: 1006.647949
	Iteration 47Q: 3 clusters Score -3072124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3072167.750000 Penalty: 1006.647949
	Iteration 48Q: 3 clusters Score -3072168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3072214.000000 Penalty: 1006.647949
	Iteration 49Q: 3 clusters Score -3072214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3072249.500000 Penalty: 1006.647949
	Iteration 50Q: 3 clusters Score -3072250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3072270.000000 Penalty: 1006.647949
	Iteration 51Q: 3 clusters Score -3072270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3072293.250000 Penalty: 1006.647949
	Iteration 52Q: 3 clusters Score -3072293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3072310.750000 Penalty: 1006.647949
	Iteration 53Q: 3 clusters Score -3072311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3072321.000000 Penalty: 1006.647949
	Iteration 54Q: 3 clusters Score -3072321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3072326.250000 Penalty: 1006.647949
	Iteration 55Q: 3 clusters Score -3072326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3072340.750000 Penalty: 1006.647949
	Iteration 56Q: 3 clusters Score -3072341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3072338.500000 Penalty: 1006.647949
	Iteration 57Q: 3 clusters Score -3072338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3072343.750000 Penalty: 1006.647949
	Iteration 58Q: 3 clusters Score -3072344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3072349.000000 Penalty: 1006.647949
	Iteration 59Q: 3 clusters Score -3072349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3072354.750000 Penalty: 1006.647949
	Iteration 60F: 3 clusters Score -3072355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3072359.000000 Penalty: 1006.647949
	Iteration 61Q: 3 clusters Score -3072359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3072371.500000 Penalty: 1006.647949
	Iteration 62Q: 3 clusters Score -3072372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3072374.500000 Penalty: 1006.647949
	Iteration 63Q: 3 clusters Score -3072374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3072379.250000 Penalty: 1006.647949
	Iteration 64Q: 3 clusters Score -3072379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3072387.000000 Penalty: 1006.647949
	Iteration 65Q: 3 clusters Score -3072387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3072388.500000 Penalty: 1006.647949
	Iteration 66Q: 3 clusters Score -3072388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63035 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3072387.500000 Penalty: 1006.647949
	Iteration 67Q: 3 clusters Score -3072388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3072387.250000 Penalty: 1006.647949
	Iteration 68Q: 3 clusters Score -3072387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3072383.000000 Penalty: 1006.647949
	Iteration 69Q: 3 clusters Score -3072383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3072385.750000 Penalty: 1006.647949
	Iteration 70Q: 3 clusters Score -3072386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3072386.000000 Penalty: 1006.647949
	Iteration 71Q: 3 clusters Score -3072386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3072391.750000 Penalty: 1006.647949
	Iteration 72Q: 3 clusters Score -3072392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3072393.250000 Penalty: 1006.647949
	Iteration 73Q: 3 clusters Score -3072393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3072396.250000 Penalty: 1006.647949
	Iteration 74Q: 3 clusters Score -3072396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3072398.000000 Penalty: 1006.647949
	Iteration 75Q: 3 clusters Score -3072398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3072398.250000 Penalty: 1006.647949
	Iteration 76Q: 3 clusters Score -3072398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3072398.500000 Penalty: 1006.647949
	Iteration 77Q: 3 clusters Score -3072398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3072403.500000 Penalty: 1006.647949
	Iteration 78Q: 3 clusters Score -3072404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3072402.500000 Penalty: 1006.647949
	Iteration 79Q: 3 clusters Score -3072402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3072401.250000 Penalty: 1006.647949
	Iteration 80F: 3 clusters Score -3072401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3072403.000000 Penalty: 1006.647949
	Iteration 81Q: 3 clusters Score -3072403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3072404.500000 Penalty: 1006.647949
	Iteration 82Q: 3 clusters Score -3072404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3072406.000000 Penalty: 1006.647949
	Iteration 83Q: 3 clusters Score -3072406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3072410.000000 Penalty: 1006.647949
	Iteration 84Q: 3 clusters Score -3072410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3072411.000000 Penalty: 1006.647949
	Iteration 85Q: 3 clusters Score -3072411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3072407.750000 Penalty: 1006.647949
	Iteration 86Q: 3 clusters Score -3072408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63148 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3072408.750000 Penalty: 1006.647949
	Iteration 87Q: 3 clusters Score -3072409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3072407.750000 Penalty: 1006.647949
	Iteration 88Q: 3 clusters Score -3072408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3072410.500000 Penalty: 1006.647949
	Iteration 89Q: 3 clusters Score -3072410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3072410.250000 Penalty: 1006.647949
	Iteration 90Q: 3 clusters Score -3072410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3072411.250000 Penalty: 1006.647949
	Iteration 91Q: 3 clusters Score -3072411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3072410.750000 Penalty: 1006.647949
	Iteration 92Q: 3 clusters Score -3072411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3072410.750000 Penalty: 1006.647949
	Iteration 93F: 3 clusters Score -3072411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -109459.523438 Penalty: 352.338501
	Iteration 0F: 2 clusters Score -109459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107834.140625 Penalty: 704.677002
	Iteration 0F: 3 clusters Score -107834.1 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -108341.343750 Penalty: 704.677002
	Iteration 1F: 3 clusters Score -108341.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -108386.101562 Penalty: 704.677002
	Iteration 2F: 3 clusters Score -108386.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -108408.406250 Penalty: 704.677002
	Iteration 3Q: 3 clusters Score -108408.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -108422.210938 Penalty: 704.677002
	Iteration 4Q: 3 clusters Score -108422.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -108435.281250 Penalty: 704.677002
	Iteration 5Q: 3 clusters Score -108435.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -108455.304688 Penalty: 704.677002
	Iteration 6Q: 3 clusters Score -108455.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108481.390625 Penalty: 704.677002
	Iteration 7Q: 3 clusters Score -108481.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108516.953125 Penalty: 704.677002
	Iteration 8Q: 3 clusters Score -108517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -108565.742188 Penalty: 704.677002
	Iteration 9Q: 3 clusters Score -108565.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108623.968750 Penalty: 704.677002
	Iteration 10Q: 3 clusters Score -108624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -108715.757812 Penalty: 704.677002
	Iteration 11Q: 3 clusters Score -108715.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -108823.515625 Penalty: 704.677002
	Iteration 12Q: 3 clusters Score -108823.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108939.843750 Penalty: 704.677002
	Iteration 13Q: 3 clusters Score -108939.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109011.976562 Penalty: 704.677002
	Iteration 14Q: 3 clusters Score -109012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109047.429688 Penalty: 704.677002
	Iteration 15Q: 3 clusters Score -109047.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -109071.945312 Penalty: 704.677002
	Iteration 16Q: 3 clusters Score -109071.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109095.117188 Penalty: 704.677002
	Iteration 17Q: 3 clusters Score -109095.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109114.062500 Penalty: 704.677002
	Iteration 18Q: 3 clusters Score -109114.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109128.859375 Penalty: 704.677002
	Iteration 19Q: 3 clusters Score -109128.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -109139.593750 Penalty: 704.677002
	Iteration 20F: 3 clusters Score -109139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -109149.890625 Penalty: 704.677002
	Iteration 21Q: 3 clusters Score -109149.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -109157.218750 Penalty: 704.677002
	Iteration 22Q: 3 clusters Score -109157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -109162.890625 Penalty: 704.677002
	Iteration 23Q: 3 clusters Score -109162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -109165.695312 Penalty: 704.677002
	Iteration 24Q: 3 clusters Score -109165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -109167.984375 Penalty: 704.677002
	Iteration 25Q: 3 clusters Score -109168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -109169.304688 Penalty: 704.677002
	Iteration 26Q: 3 clusters Score -109169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -109169.851562 Penalty: 704.677002
	Iteration 27Q: 3 clusters Score -109169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -109170.773438 Penalty: 704.677002
	Iteration 28Q: 3 clusters Score -109170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -109170.773438 Penalty: 704.677002
	Iteration 29F: 3 clusters Score -109170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -19555.839844 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -19555.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19130.744141 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -19130.74 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19239.277344 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -19239.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19282.154297 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -19282.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19298.701172 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -19298.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19311.187500 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -19311.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19323.822266 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -19323.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19330.044922 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -19330.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19337.218750 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -19337.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19345.638672 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -19345.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19349.097656 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -19349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19353.994141 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -19353.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19361.527344 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -19361.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19366.349609 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -19366.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19380.894531 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -19380.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19392.167969 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -19392.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19395.019531 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -19395.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19396.521484 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -19396.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19397.021484 Penalty: 553.896484
	Iteration 17Q: 3 clusters Score -19397.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19397.941406 Penalty: 553.896484
	Iteration 18Q: 3 clusters Score -19397.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19397.941406 Penalty: 553.896484
	Iteration 19F: 3 clusters Score -19397.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -260190.656250 Penalty: 394.434204
	Iteration 0F: 2 clusters Score -260190.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -256274.531250 Penalty: 788.868408
	Iteration 0F: 3 clusters Score -256274.5 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -257743.953125 Penalty: 788.868408
	Iteration 1F: 3 clusters Score -257744 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -257914.656250 Penalty: 788.868408
	Iteration 2F: 3 clusters Score -257914.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -258119.703125 Penalty: 788.868408
	Iteration 3F: 3 clusters Score -258119.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -258350.906250 Penalty: 788.868408
	Iteration 4F: 3 clusters Score -258350.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -258625.390625 Penalty: 788.868408
	Iteration 5F: 3 clusters Score -258625.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -258905.406250 Penalty: 788.868408
	Iteration 6F: 3 clusters Score -258905.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -259155.359375 Penalty: 788.868408
	Iteration 7F: 3 clusters Score -259155.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -259357.203125 Penalty: 788.868408
	Iteration 8Q: 3 clusters Score -259357.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -259527.796875 Penalty: 788.868408
	Iteration 9Q: 3 clusters Score -259527.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -259746.703125 Penalty: 788.868408
	Iteration 10Q: 3 clusters Score -259746.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -259961.718750 Penalty: 788.868408
	Iteration 11Q: 3 clusters Score -259961.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260081.781250 Penalty: 788.868408
	Iteration 12Q: 3 clusters Score -260081.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -260154.656250 Penalty: 788.868408
	Iteration 13Q: 3 clusters Score -260154.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -260188.875000 Penalty: 788.868408
	Iteration 14Q: 3 clusters Score -260188.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260208.343750 Penalty: 788.868408
	Iteration 15Q: 3 clusters Score -260208.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260216.265625 Penalty: 788.868408
	Iteration 16Q: 3 clusters Score -260216.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -260221.000000 Penalty: 788.868408
	Iteration 17Q: 3 clusters Score -260221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -260225.593750 Penalty: 788.868408
	Iteration 18Q: 3 clusters Score -260225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -260228.687500 Penalty: 788.868408
	Iteration 19Q: 3 clusters Score -260228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -260229.906250 Penalty: 788.868408
	Iteration 20F: 3 clusters Score -260229.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -260231.015625 Penalty: 788.868408
	Iteration 21Q: 3 clusters Score -260231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260232.578125 Penalty: 788.868408
	Iteration 22Q: 3 clusters Score -260232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260232.718750 Penalty: 788.868408
	Iteration 23Q: 3 clusters Score -260232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260232.890625 Penalty: 788.868408
	Iteration 24Q: 3 clusters Score -260232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260233.031250 Penalty: 788.868408
	Iteration 25Q: 3 clusters Score -260233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -260233.703125 Penalty: 788.868408
	Iteration 26Q: 3 clusters Score -260233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260233.156250 Penalty: 788.868408
	Iteration 27Q: 3 clusters Score -260233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260233.109375 Penalty: 788.868408
	Iteration 28Q: 3 clusters Score -260233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260233.109375 Penalty: 788.868408
	Iteration 29F: 3 clusters Score -260233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 222355 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 33161 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101998 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 35273 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63708 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235714.000000 Penalty: 14373.237305
Splitting cluster 22 changes total score from -23235900.000000 to -23235714.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9190.096680 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9190.097 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9243.059570 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9243.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9251.387695 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -9251.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9252.061523 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9252.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9252.061523 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -9252.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -2683.015381 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -2683.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2517.994629 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -2517.995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2545.036377 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -2545.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2548.188232 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -2548.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2548.188232 Penalty: 394.096741
	Iteration 3F: 3 clusters Score -2548.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 222355 members 
Mstep: Class 3 contains 2259 members 
Mstep: Class 4 contains 33161 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4705 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 101998 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4393 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 35273 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63708 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 5819 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235864.000000 Penalty: 13774.352539
Iteration 119Q: 24 clusters Score -2.323586e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 222016 members 
Mstep: Class 3 contains 2231 members 
Mstep: Class 4 contains 33096 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4703 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30402 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 102038 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 35537 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 63899 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 13774.352539
Iteration 120F: 24 clusters Score -2.32359e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 221678 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 33037 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4695 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30388 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 102075 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 1058 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 35784 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64095 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5814 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235950.000000 Penalty: 13774.352539
Iteration 121Q: 24 clusters Score -2.323595e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 221322 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 32981 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30375 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 102106 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 4007 members 
Mstep: Class 17 contains 36032 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64310 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5812 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235920.000000 Penalty: 13774.352539
Iteration 122Q: 24 clusters Score -2.323592e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 220977 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 32923 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30364 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 102139 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 36280 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64476 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235942.000000 Penalty: 13774.352539
Iteration 123Q: 24 clusters Score -2.323594e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 220657 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 32859 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30361 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 102170 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 3971 members 
Mstep: Class 17 contains 36523 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64645 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235816.000000 Penalty: 13774.352539
Iteration 124Q: 24 clusters Score -2.323582e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 220321 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 32796 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30378 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 102203 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 3939 members 
Mstep: Class 17 contains 36784 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64808 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5806 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235682.000000 Penalty: 13774.352539
Iteration 125Q: 24 clusters Score -2.323568e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 219977 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 32749 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30394 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 102226 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 3918 members 
Mstep: Class 17 contains 37042 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 64968 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235570.000000 Penalty: 13774.352539
Iteration 126Q: 24 clusters Score -2.323557e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 219625 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 32728 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30409 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 102249 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 37273 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65126 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235572.000000 Penalty: 13774.352539
Iteration 127Q: 24 clusters Score -2.323557e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 219263 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 32715 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30417 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 102274 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 37505 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65286 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235598.000000 Penalty: 13774.352539
Iteration 128Q: 24 clusters Score -2.32356e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 218904 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 32706 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30421 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 102300 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 3865 members 
Mstep: Class 17 contains 37736 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65457 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 24 clusters Score -2.323565e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 218542 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 32688 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30417 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 102328 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 37970 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65617 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 24 clusters Score -2.323558e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 218206 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 32666 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30415 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 102360 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 1036 members 
Mstep: Class 13 contains 265 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 38182 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65776 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 24 clusters Score -2.323553e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 217886 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 32651 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4541 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30412 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 102395 members 
Mstep: Class 11 contains 2834 members 
Mstep: Class 12 contains 1035 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 38372 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 65935 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 24 clusters Score -2.323551e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 217538 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 32643 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30414 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 102438 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 38567 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66103 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 24 clusters Score -2.323555e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 217222 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 32654 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30418 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 102475 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 3777 members 
Mstep: Class 17 contains 38734 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66255 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5796 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 24 clusters Score -2.323561e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 216930 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 32659 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30413 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 102515 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 38890 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66405 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5793 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 24 clusters Score -2.323559e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 216645 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 32661 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4499 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 102544 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1009 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 39038 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66549 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5789 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 24 clusters Score -2.323564e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 216403 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 32663 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4475 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30437 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 102571 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 39161 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66682 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5785 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 24 clusters Score -2.323561e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 216193 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 32665 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30457 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 102600 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 39276 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66790 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5780 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 24 clusters Score -2.323564e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 216005 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 32670 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30473 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 102634 members 
Mstep: Class 11 contains 2829 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 39377 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 66892 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5774 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 24 clusters Score -2.323566e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 215784 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 32683 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30483 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 102673 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 982 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 17 contains 39494 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67012 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5766 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 24 clusters Score -2.323569e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 215575 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 32687 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30489 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 102714 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 39616 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67114 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5759 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 24 clusters Score -2.323574e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 215372 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 32693 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30510 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 102752 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 39749 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67191 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5752 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 24 clusters Score -2.323576e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 215190 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 32698 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30527 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 102777 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 39857 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67276 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5745 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 24 clusters Score -2.32358e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 215027 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 32707 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30528 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 102799 members 
Mstep: Class 11 contains 2825 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 39959 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67359 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 24 clusters Score -2.323576e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214873 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 32719 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4308 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30539 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 102818 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 40063 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67416 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5726 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 24 clusters Score -2.323578e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214741 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 32728 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4306 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30533 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 102844 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 963 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 40155 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67473 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5713 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -2.323578e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214594 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4299 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30535 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 102864 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 40262 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67521 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5707 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 24 clusters Score -2.323574e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214464 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 32744 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30532 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 102883 members 
Mstep: Class 11 contains 2820 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4197 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 40358 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67565 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5701 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
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Iteration 148Q: 24 clusters Score -2.323572e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214344 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 32753 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30519 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 102895 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4194 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 40461 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67604 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5698 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
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Iteration 149Q: 24 clusters Score -2.323567e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214228 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 32765 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30511 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 102904 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 40560 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67634 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5695 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
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Iteration 150Q: 24 clusters Score -2.323559e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 214098 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 32777 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4287 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30515 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 102917 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4183 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 40661 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67673 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5694 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
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Iteration 151Q: 24 clusters Score -2.323558e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213979 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 32785 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30517 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 102926 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4175 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 40745 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67724 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5694 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235600.000000 Penalty: 13774.352539
Iteration 152Q: 24 clusters Score -2.32356e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213860 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 32797 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30513 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 102940 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4169 members 
Mstep: Class 16 contains 3515 members 
Mstep: Class 17 contains 40824 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67782 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5693 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235604.000000 Penalty: 13774.352539
Iteration 153Q: 24 clusters Score -2.32356e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213757 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 32796 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30508 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 102960 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4163 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 40894 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67837 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5688 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235586.000000 Penalty: 13774.352539
Iteration 154Q: 24 clusters Score -2.323559e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213641 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 32803 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30506 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 102970 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 40974 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67900 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5686 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235552.000000 Penalty: 13774.352539
Iteration 155Q: 24 clusters Score -2.323555e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213527 members 
Mstep: Class 3 contains 1934 members 
Mstep: Class 4 contains 32813 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30505 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 102973 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4146 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 41051 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 67961 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5685 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235548.000000 Penalty: 13774.352539
Iteration 156Q: 24 clusters Score -2.323555e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213385 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 32832 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30509 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 102976 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 3462 members 
Mstep: Class 17 contains 41141 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 68018 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5685 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235468.000000 Penalty: 13774.352539
Iteration 157Q: 24 clusters Score -2.323547e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213225 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 32859 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30510 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 102992 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4139 members 
Mstep: Class 16 contains 3454 members 
Mstep: Class 17 contains 41220 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 68084 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5684 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235436.000000 Penalty: 13774.352539
Iteration 158Q: 24 clusters Score -2.323544e+07 nChanged 233
Entering ConstructFrom: 
Score: -23235436.000000 Penalty: 13774.352539
Entering ConstructFrom: 
Trying to split cluster 2 (213078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213078 members 
Entering Unmasked Estep 
Score: -9770758.000000 Penalty: 558.258362
	Iteration 0F: 2 clusters Score -9770758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -9639971.000000 Penalty: 1116.516724
	Iteration 0F: 3 clusters Score -9639971 nChanged 105252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -9704653.000000 Penalty: 1116.516724
	Iteration 1F: 3 clusters Score -9704653 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -9707124.000000 Penalty: 1116.516724
	Iteration 2Q: 3 clusters Score -9707124 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -9711164.000000 Penalty: 1116.516724
	Iteration 3Q: 3 clusters Score -9711164 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -9718014.000000 Penalty: 1116.516724
	Iteration 4F: 3 clusters Score -9718014 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -9728351.000000 Penalty: 1116.516724
	Iteration 5F: 3 clusters Score -9728351 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 160151 members 
Entering Unmasked Estep 
Score: -9740288.000000 Penalty: 1116.516724
	Iteration 6F: 3 clusters Score -9740288 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -9750178.000000 Penalty: 1116.516724
	Iteration 7F: 3 clusters Score -9750178 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 181326 members 
Entering Unmasked Estep 
Score: -9755789.000000 Penalty: 1116.516724
	Iteration 8Q: 3 clusters Score -9755789 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -9758717.000000 Penalty: 1116.516724
	Iteration 9Q: 3 clusters Score -9758717 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 193923 members 
Entering Unmasked Estep 
Score: -9760916.000000 Penalty: 1116.516724
	Iteration 10Q: 3 clusters Score -9760916 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -9762553.000000 Penalty: 1116.516724
	Iteration 11Q: 3 clusters Score -9762553 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 202498 members 
Entering Unmasked Estep 
Score: -9764345.000000 Penalty: 1116.516724
	Iteration 12Q: 3 clusters Score -9764345 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 205518 members 
Entering Unmasked Estep 
Score: -9765697.000000 Penalty: 1116.516724
	Iteration 13Q: 3 clusters Score -9765697 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 207844 members 
Entering Unmasked Estep 
Score: -9766911.000000 Penalty: 1116.516724
	Iteration 14Q: 3 clusters Score -9766911 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 209542 members 
Entering Unmasked Estep 
Score: -9767815.000000 Penalty: 1116.516724
	Iteration 15Q: 3 clusters Score -9767815 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 210812 members 
Entering Unmasked Estep 
Score: -9768589.000000 Penalty: 1116.516724
	Iteration 16Q: 3 clusters Score -9768589 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 211680 members 
Entering Unmasked Estep 
Score: -9769214.000000 Penalty: 1116.516724
	Iteration 17Q: 3 clusters Score -9769214 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 212202 members 
Entering Unmasked Estep 
Score: -9769613.000000 Penalty: 1116.516724
	Iteration 18Q: 3 clusters Score -9769613 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 212511 members 
Entering Unmasked Estep 
Score: -9769818.000000 Penalty: 1116.516724
	Iteration 19Q: 3 clusters Score -9769818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -9770012.000000 Penalty: 1116.516724
	Iteration 20F: 3 clusters Score -9770012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 212782 members 
Entering Unmasked Estep 
Score: -9770099.000000 Penalty: 1116.516724
	Iteration 21Q: 3 clusters Score -9770099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212837 members 
Entering Unmasked Estep 
Score: -9770147.000000 Penalty: 1116.516724
	Iteration 22Q: 3 clusters Score -9770147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 212873 members 
Entering Unmasked Estep 
Score: -9770165.000000 Penalty: 1116.516724
	Iteration 23Q: 3 clusters Score -9770165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212894 members 
Entering Unmasked Estep 
Score: -9770187.000000 Penalty: 1116.516724
	Iteration 24Q: 3 clusters Score -9770187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 212906 members 
Entering Unmasked Estep 
Score: -9770196.000000 Penalty: 1116.516724
	Iteration 25Q: 3 clusters Score -9770196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212917 members 
Entering Unmasked Estep 
Score: -9770209.000000 Penalty: 1116.516724
	Iteration 26Q: 3 clusters Score -9770209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 212922 members 
Entering Unmasked Estep 
Score: -9770210.000000 Penalty: 1116.516724
	Iteration 27Q: 3 clusters Score -9770210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 212925 members 
Entering Unmasked Estep 
Score: -9770210.000000 Penalty: 1116.516724
	Iteration 28Q: 3 clusters Score -9770210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 212930 members 
Entering Unmasked Estep 
Score: -9770214.000000 Penalty: 1116.516724
	Iteration 29Q: 3 clusters Score -9770214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 212937 members 
Entering Unmasked Estep 
Score: -9770221.000000 Penalty: 1116.516724
	Iteration 30Q: 3 clusters Score -9770221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212941 members 
Entering Unmasked Estep 
Score: -9770226.000000 Penalty: 1116.516724
	Iteration 31Q: 3 clusters Score -9770226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 212943 members 
Entering Unmasked Estep 
Score: -9770226.000000 Penalty: 1116.516724
	Iteration 32Q: 3 clusters Score -9770226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212945 members 
Entering Unmasked Estep 
Score: -9770223.000000 Penalty: 1116.516724
	Iteration 33Q: 3 clusters Score -9770223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 212945 members 
Entering Unmasked Estep 
Score: -9770223.000000 Penalty: 1116.516724
	Iteration 34F: 3 clusters Score -9770223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -91319.492188 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -91319.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89939.296875 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -89939.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -90353.335938 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -90353.34 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -90414.468750 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -90414.47 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -90466.531250 Penalty: 686.486023
	Iteration 3F: 3 clusters Score -90466.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90514.765625 Penalty: 686.486023
	Iteration 4Q: 3 clusters Score -90514.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -90577.062500 Penalty: 686.486023
	Iteration 5F: 3 clusters Score -90577.06 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90652.625000 Penalty: 686.486023
	Iteration 6F: 3 clusters Score -90652.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90730.984375 Penalty: 686.486023
	Iteration 7F: 3 clusters Score -90730.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90802.203125 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -90802.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90865.250000 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -90865.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90946.554688 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -90946.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90989.984375 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -90989.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91012.171875 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -91012.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91025.867188 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -91025.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91033.257812 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -91033.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91044.039062 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -91044.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91054.421875 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -91054.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91060.046875 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -91060.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91062.164062 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -91062.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91062.500000 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -91062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91062.500000 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -91062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Entering Unmasked Estep 
Score: -1577313.250000 Penalty: 473.230957
	Iteration 0F: 2 clusters Score -1577313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1555202.750000 Penalty: 946.461914
	Iteration 0F: 3 clusters Score -1555203 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1564710.500000 Penalty: 946.461914
	Iteration 1F: 3 clusters Score -1564710 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1565418.125000 Penalty: 946.461914
	Iteration 2Q: 3 clusters Score -1565418 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1566379.625000 Penalty: 946.461914
	Iteration 3F: 3 clusters Score -1566380 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1567734.375000 Penalty: 946.461914
	Iteration 4F: 3 clusters Score -1567734 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1569390.375000 Penalty: 946.461914
	Iteration 5F: 3 clusters Score -1569390 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1570836.625000 Penalty: 946.461914
	Iteration 6F: 3 clusters Score -1570837 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1571585.125000 Penalty: 946.461914
	Iteration 7Q: 3 clusters Score -1571585 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1571883.750000 Penalty: 946.461914
	Iteration 8Q: 3 clusters Score -1571884 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1572063.750000 Penalty: 946.461914
	Iteration 9Q: 3 clusters Score -1572064 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1572246.500000 Penalty: 946.461914
	Iteration 10Q: 3 clusters Score -1572246 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1572449.875000 Penalty: 946.461914
	Iteration 11Q: 3 clusters Score -1572450 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1572676.500000 Penalty: 946.461914
	Iteration 12Q: 3 clusters Score -1572676 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1572941.000000 Penalty: 946.461914
	Iteration 13Q: 3 clusters Score -1572941 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1573233.250000 Penalty: 946.461914
	Iteration 14Q: 3 clusters Score -1573233 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1573564.875000 Penalty: 946.461914
	Iteration 15Q: 3 clusters Score -1573565 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1573924.500000 Penalty: 946.461914
	Iteration 16Q: 3 clusters Score -1573924 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1574258.000000 Penalty: 946.461914
	Iteration 17Q: 3 clusters Score -1574258 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1574563.125000 Penalty: 946.461914
	Iteration 18Q: 3 clusters Score -1574563 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1574820.875000 Penalty: 946.461914
	Iteration 19Q: 3 clusters Score -1574821 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1575050.125000 Penalty: 946.461914
	Iteration 20F: 3 clusters Score -1575050 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1575222.750000 Penalty: 946.461914
	Iteration 21Q: 3 clusters Score -1575223 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1575374.500000 Penalty: 946.461914
	Iteration 22Q: 3 clusters Score -1575374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1575506.375000 Penalty: 946.461914
	Iteration 23Q: 3 clusters Score -1575506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1575611.125000 Penalty: 946.461914
	Iteration 24Q: 3 clusters Score -1575611 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1575685.375000 Penalty: 946.461914
	Iteration 25Q: 3 clusters Score -1575685 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1575744.750000 Penalty: 946.461914
	Iteration 26Q: 3 clusters Score -1575745 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1575778.125000 Penalty: 946.461914
	Iteration 27Q: 3 clusters Score -1575778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1575817.500000 Penalty: 946.461914
	Iteration 28Q: 3 clusters Score -1575818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1575859.500000 Penalty: 946.461914
	Iteration 29Q: 3 clusters Score -1575860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1575895.500000 Penalty: 946.461914
	Iteration 30Q: 3 clusters Score -1575896 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1575919.875000 Penalty: 946.461914
	Iteration 31Q: 3 clusters Score -1575920 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1575955.625000 Penalty: 946.461914
	Iteration 32Q: 3 clusters Score -1575956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1575977.625000 Penalty: 946.461914
	Iteration 33Q: 3 clusters Score -1575978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1576010.875000 Penalty: 946.461914
	Iteration 34Q: 3 clusters Score -1576011 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1576041.625000 Penalty: 946.461914
	Iteration 35Q: 3 clusters Score -1576042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1576063.500000 Penalty: 946.461914
	Iteration 36Q: 3 clusters Score -1576064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1576088.375000 Penalty: 946.461914
	Iteration 37Q: 3 clusters Score -1576088 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1576117.000000 Penalty: 946.461914
	Iteration 38Q: 3 clusters Score -1576117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1576146.500000 Penalty: 946.461914
	Iteration 39Q: 3 clusters Score -1576146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1576158.500000 Penalty: 946.461914
	Iteration 40F: 3 clusters Score -1576158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1576182.750000 Penalty: 946.461914
	Iteration 41Q: 3 clusters Score -1576183 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1576206.250000 Penalty: 946.461914
	Iteration 42Q: 3 clusters Score -1576206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1576217.875000 Penalty: 946.461914
	Iteration 43Q: 3 clusters Score -1576218 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1576233.375000 Penalty: 946.461914
	Iteration 44Q: 3 clusters Score -1576233 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1576247.625000 Penalty: 946.461914
	Iteration 45Q: 3 clusters Score -1576248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1576262.875000 Penalty: 946.461914
	Iteration 46Q: 3 clusters Score -1576263 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1576276.000000 Penalty: 946.461914
	Iteration 47Q: 3 clusters Score -1576276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1576284.125000 Penalty: 946.461914
	Iteration 48Q: 3 clusters Score -1576284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1576299.375000 Penalty: 946.461914
	Iteration 49Q: 3 clusters Score -1576299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1576307.750000 Penalty: 946.461914
	Iteration 50Q: 3 clusters Score -1576308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1576316.000000 Penalty: 946.461914
	Iteration 51Q: 3 clusters Score -1576316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1576332.250000 Penalty: 946.461914
	Iteration 52Q: 3 clusters Score -1576332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1576346.375000 Penalty: 946.461914
	Iteration 53Q: 3 clusters Score -1576346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1576354.875000 Penalty: 946.461914
	Iteration 54Q: 3 clusters Score -1576355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1576367.375000 Penalty: 946.461914
	Iteration 55Q: 3 clusters Score -1576367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1576373.000000 Penalty: 946.461914
	Iteration 56Q: 3 clusters Score -1576373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1576373.500000 Penalty: 946.461914
	Iteration 57Q: 3 clusters Score -1576374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1576390.250000 Penalty: 946.461914
	Iteration 58Q: 3 clusters Score -1576390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1576403.000000 Penalty: 946.461914
	Iteration 59Q: 3 clusters Score -1576403 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1576418.375000 Penalty: 946.461914
	Iteration 60F: 3 clusters Score -1576418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1576424.000000 Penalty: 946.461914
	Iteration 61Q: 3 clusters Score -1576424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1576431.000000 Penalty: 946.461914
	Iteration 62Q: 3 clusters Score -1576431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1576435.875000 Penalty: 946.461914
	Iteration 63Q: 3 clusters Score -1576436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1576443.750000 Penalty: 946.461914
	Iteration 64Q: 3 clusters Score -1576444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1576447.625000 Penalty: 946.461914
	Iteration 65Q: 3 clusters Score -1576448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1576451.000000 Penalty: 946.461914
	Iteration 66Q: 3 clusters Score -1576451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1576455.375000 Penalty: 946.461914
	Iteration 67Q: 3 clusters Score -1576455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1576459.250000 Penalty: 946.461914
	Iteration 68Q: 3 clusters Score -1576459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1576461.125000 Penalty: 946.461914
	Iteration 69Q: 3 clusters Score -1576461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1576465.250000 Penalty: 946.461914
	Iteration 70Q: 3 clusters Score -1576465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1576473.750000 Penalty: 946.461914
	Iteration 71Q: 3 clusters Score -1576474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1576474.875000 Penalty: 946.461914
	Iteration 72Q: 3 clusters Score -1576475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1576477.625000 Penalty: 946.461914
	Iteration 73Q: 3 clusters Score -1576478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1576477.750000 Penalty: 946.461914
	Iteration 74Q: 3 clusters Score -1576478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1576477.500000 Penalty: 946.461914
	Iteration 75Q: 3 clusters Score -1576478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1576477.125000 Penalty: 946.461914
	Iteration 76Q: 3 clusters Score -1576477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1576476.625000 Penalty: 946.461914
	Iteration 77Q: 3 clusters Score -1576477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1576479.125000 Penalty: 946.461914
	Iteration 78Q: 3 clusters Score -1576479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1576480.000000 Penalty: 946.461914
	Iteration 79Q: 3 clusters Score -1576480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1576481.000000 Penalty: 946.461914
	Iteration 80F: 3 clusters Score -1576481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1576482.625000 Penalty: 946.461914
	Iteration 81Q: 3 clusters Score -1576483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1576481.875000 Penalty: 946.461914
	Iteration 82Q: 3 clusters Score -1576482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1576481.500000 Penalty: 946.461914
	Iteration 83Q: 3 clusters Score -1576482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1576482.000000 Penalty: 946.461914
	Iteration 84Q: 3 clusters Score -1576482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1576483.375000 Penalty: 946.461914
	Iteration 85Q: 3 clusters Score -1576483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1576488.000000 Penalty: 946.461914
	Iteration 86Q: 3 clusters Score -1576488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1576489.250000 Penalty: 946.461914
	Iteration 87Q: 3 clusters Score -1576489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1576491.875000 Penalty: 946.461914
	Iteration 88Q: 3 clusters Score -1576492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1576494.625000 Penalty: 946.461914
	Iteration 89Q: 3 clusters Score -1576495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1576495.125000 Penalty: 946.461914
	Iteration 90Q: 3 clusters Score -1576495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1576499.500000 Penalty: 946.461914
	Iteration 91Q: 3 clusters Score -1576500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1576499.750000 Penalty: 946.461914
	Iteration 92Q: 3 clusters Score -1576500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1576497.250000 Penalty: 946.461914
	Iteration 93Q: 3 clusters Score -1576497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1576499.375000 Penalty: 946.461914
	Iteration 94Q: 3 clusters Score -1576499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1576502.875000 Penalty: 946.461914
	Iteration 95Q: 3 clusters Score -1576503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1576505.125000 Penalty: 946.461914
	Iteration 96Q: 3 clusters Score -1576505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1576502.125000 Penalty: 946.461914
	Iteration 97Q: 3 clusters Score -1576502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1576507.625000 Penalty: 946.461914
	Iteration 98Q: 3 clusters Score -1576508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1576507.500000 Penalty: 946.461914
	Iteration 99Q: 3 clusters Score -1576508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1576509.375000 Penalty: 946.461914
	Iteration 100F: 3 clusters Score -1576509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1576508.625000 Penalty: 946.461914
	Iteration 101Q: 3 clusters Score -1576509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1576508.500000 Penalty: 946.461914
	Iteration 102Q: 3 clusters Score -1576508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1576505.500000 Penalty: 946.461914
	Iteration 103Q: 3 clusters Score -1576506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1576506.125000 Penalty: 946.461914
	Iteration 104Q: 3 clusters Score -1576506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1576506.000000 Penalty: 946.461914
	Iteration 105Q: 3 clusters Score -1576506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1576510.500000 Penalty: 946.461914
	Iteration 106Q: 3 clusters Score -1576510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1576514.000000 Penalty: 946.461914
	Iteration 107Q: 3 clusters Score -1576514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1576513.750000 Penalty: 946.461914
	Iteration 108Q: 3 clusters Score -1576514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1576514.000000 Penalty: 946.461914
	Iteration 109Q: 3 clusters Score -1576514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1576512.000000 Penalty: 946.461914
	Iteration 110Q: 3 clusters Score -1576512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1576513.375000 Penalty: 946.461914
	Iteration 111Q: 3 clusters Score -1576513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1576516.125000 Penalty: 946.461914
	Iteration 112Q: 3 clusters Score -1576516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1576517.625000 Penalty: 946.461914
	Iteration 113Q: 3 clusters Score -1576518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1576521.875000 Penalty: 946.461914
	Iteration 114Q: 3 clusters Score -1576522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1576527.250000 Penalty: 946.461914
	Iteration 115Q: 3 clusters Score -1576527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1576524.750000 Penalty: 946.461914
	Iteration 116Q: 3 clusters Score -1576525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1576523.250000 Penalty: 946.461914
	Iteration 117Q: 3 clusters Score -1576523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1576527.375000 Penalty: 946.461914
	Iteration 118Q: 3 clusters Score -1576527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1576526.875000 Penalty: 946.461914
	Iteration 119Q: 3 clusters Score -1576527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1576527.375000 Penalty: 946.461914
	Iteration 120F: 3 clusters Score -1576527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1576528.625000 Penalty: 946.461914
	Iteration 121Q: 3 clusters Score -1576529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1576530.125000 Penalty: 946.461914
	Iteration 122Q: 3 clusters Score -1576530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1576531.000000 Penalty: 946.461914
	Iteration 123Q: 3 clusters Score -1576531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1576530.125000 Penalty: 946.461914
	Iteration 124Q: 3 clusters Score -1576530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1576530.875000 Penalty: 946.461914
	Iteration 125Q: 3 clusters Score -1576531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1576530.000000 Penalty: 946.461914
	Iteration 126Q: 3 clusters Score -1576530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1576531.125000 Penalty: 946.461914
	Iteration 127Q: 3 clusters Score -1576531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1576532.375000 Penalty: 946.461914
	Iteration 128Q: 3 clusters Score -1576532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1576531.625000 Penalty: 946.461914
	Iteration 129Q: 3 clusters Score -1576532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1576532.375000 Penalty: 946.461914
	Iteration 130Q: 3 clusters Score -1576532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1576533.375000 Penalty: 946.461914
	Iteration 131Q: 3 clusters Score -1576533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1576532.875000 Penalty: 946.461914
	Iteration 132Q: 3 clusters Score -1576533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1576532.875000 Penalty: 946.461914
	Iteration 133F: 3 clusters Score -1576533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -35461.664062 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -35461.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34766.753906 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -34766.75 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35144.445312 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -35144.45 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -35285.156250 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -35285.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35389.066406 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -35389.07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35460.078125 Penalty: 617.693909
	Iteration 4F: 3 clusters Score -35460.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -35491.035156 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -35491.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -35509.078125 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -35509.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -35513.265625 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -35513.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -35517.429688 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -35517.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -35520.480469 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -35520.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -35522.304688 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -35522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -35524.746094 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -35524.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35525.777344 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -35525.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -35528.296875 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -35528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -35529.281250 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -35529.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -35530.925781 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -35530.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -35532.132812 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -35532.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -35532.597656 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -35532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -35532.820312 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -35532.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -35532.820312 Penalty: 617.693909
	Iteration 19F: 3 clusters Score -35532.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 213078 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 122 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103012 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 41289 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 68144 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235166.000000 Penalty: 14373.237305
Splitting cluster 5 changes total score from -23235436.000000 to -23235166.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -185025.656250 Penalty: 380.425812
	Iteration 0F: 2 clusters Score -185025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -182115.906250 Penalty: 760.851624
	Iteration 0F: 3 clusters Score -182115.9 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -183141.609375 Penalty: 760.851624
	Iteration 1F: 3 clusters Score -183141.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -183286.921875 Penalty: 760.851624
	Iteration 2F: 3 clusters Score -183286.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -183426.812500 Penalty: 760.851624
	Iteration 3F: 3 clusters Score -183426.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -183571.250000 Penalty: 760.851624
	Iteration 4F: 3 clusters Score -183571.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -183762.031250 Penalty: 760.851624
	Iteration 5F: 3 clusters Score -183762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -183993.281250 Penalty: 760.851624
	Iteration 6F: 3 clusters Score -183993.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -184191.625000 Penalty: 760.851624
	Iteration 7F: 3 clusters Score -184191.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -184342.718750 Penalty: 760.851624
	Iteration 8Q: 3 clusters Score -184342.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -184436.234375 Penalty: 760.851624
	Iteration 9Q: 3 clusters Score -184436.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -184528.421875 Penalty: 760.851624
	Iteration 10Q: 3 clusters Score -184528.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -184603.718750 Penalty: 760.851624
	Iteration 11Q: 3 clusters Score -184603.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -184645.406250 Penalty: 760.851624
	Iteration 12Q: 3 clusters Score -184645.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -184666.000000 Penalty: 760.851624
	Iteration 13Q: 3 clusters Score -184666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -184676.500000 Penalty: 760.851624
	Iteration 14Q: 3 clusters Score -184676.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -184681.609375 Penalty: 760.851624
	Iteration 15Q: 3 clusters Score -184681.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -184683.171875 Penalty: 760.851624
	Iteration 16Q: 3 clusters Score -184683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -184683.921875 Penalty: 760.851624
	Iteration 17Q: 3 clusters Score -184683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -184687.515625 Penalty: 760.851624
	Iteration 18Q: 3 clusters Score -184687.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -184689.140625 Penalty: 760.851624
	Iteration 19Q: 3 clusters Score -184689.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -184691.390625 Penalty: 760.851624
	Iteration 20F: 3 clusters Score -184691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -184692.531250 Penalty: 760.851624
	Iteration 21Q: 3 clusters Score -184692.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -184694.093750 Penalty: 760.851624
	Iteration 22Q: 3 clusters Score -184694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -184696.718750 Penalty: 760.851624
	Iteration 23Q: 3 clusters Score -184696.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -184697.359375 Penalty: 760.851624
	Iteration 24Q: 3 clusters Score -184697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -184698.921875 Penalty: 760.851624
	Iteration 25Q: 3 clusters Score -184698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -184699.843750 Penalty: 760.851624
	Iteration 26Q: 3 clusters Score -184699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -184700.593750 Penalty: 760.851624
	Iteration 27Q: 3 clusters Score -184700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -184701.281250 Penalty: 760.851624
	Iteration 28Q: 3 clusters Score -184701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -184702.453125 Penalty: 760.851624
	Iteration 29Q: 3 clusters Score -184702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -184702.640625 Penalty: 760.851624
	Iteration 30Q: 3 clusters Score -184702.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -184704.000000 Penalty: 760.851624
	Iteration 31Q: 3 clusters Score -184704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184704.703125 Penalty: 760.851624
	Iteration 32Q: 3 clusters Score -184704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -184705.218750 Penalty: 760.851624
	Iteration 33Q: 3 clusters Score -184705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -184706.187500 Penalty: 760.851624
	Iteration 34Q: 3 clusters Score -184706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -184707.062500 Penalty: 760.851624
	Iteration 35Q: 3 clusters Score -184707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -184707.828125 Penalty: 760.851624
	Iteration 36Q: 3 clusters Score -184707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -184707.828125 Penalty: 760.851624
	Iteration 37Q: 3 clusters Score -184707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -184707.828125 Penalty: 760.851624
	Iteration 38F: 3 clusters Score -184707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -19820.265625 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -19820.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19401.996094 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -19402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19659.423828 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -19659.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19804.058594 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -19804.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19894.298828 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -19894.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19929.693359 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -19929.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19944.789062 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -19944.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19970.275391 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -19970.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20011.732422 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -20011.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20085.349609 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -20085.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20109.083984 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -20109.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20111.208984 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -20111.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20111.958984 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -20111.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20113.029297 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -20113.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20113.029297 Penalty: 565.892639
	Iteration 13F: 3 clusters Score -20113.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 213078 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103012 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 41289 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 68144 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235382.000000 Penalty: 14373.237305
Splitting cluster 7 changes total score from -23235436.000000 to -23235382.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (30512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Entering Unmasked Estep 
Score: -1342694.125000 Penalty: 469.827332
	Iteration 0F: 2 clusters Score -1342694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1322507.250000 Penalty: 939.654663
	Iteration 0F: 3 clusters Score -1322507 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1331043.500000 Penalty: 939.654663
	Iteration 1F: 3 clusters Score -1331044 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1331674.250000 Penalty: 939.654663
	Iteration 2Q: 3 clusters Score -1331674 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1332485.875000 Penalty: 939.654663
	Iteration 3F: 3 clusters Score -1332486 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1333588.375000 Penalty: 939.654663
	Iteration 4F: 3 clusters Score -1333588 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1334976.375000 Penalty: 939.654663
	Iteration 5F: 3 clusters Score -1334976 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1336252.000000 Penalty: 939.654663
	Iteration 6F: 3 clusters Score -1336252 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1337054.625000 Penalty: 939.654663
	Iteration 7Q: 3 clusters Score -1337055 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1337482.750000 Penalty: 939.654663
	Iteration 8Q: 3 clusters Score -1337483 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1337768.625000 Penalty: 939.654663
	Iteration 9Q: 3 clusters Score -1337769 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1338001.875000 Penalty: 939.654663
	Iteration 10Q: 3 clusters Score -1338002 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1338245.875000 Penalty: 939.654663
	Iteration 11Q: 3 clusters Score -1338246 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1338529.500000 Penalty: 939.654663
	Iteration 12Q: 3 clusters Score -1338530 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1338859.000000 Penalty: 939.654663
	Iteration 13Q: 3 clusters Score -1338859 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1339218.125000 Penalty: 939.654663
	Iteration 14Q: 3 clusters Score -1339218 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1339618.125000 Penalty: 939.654663
	Iteration 15Q: 3 clusters Score -1339618 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1340035.250000 Penalty: 939.654663
	Iteration 16Q: 3 clusters Score -1340035 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1340463.000000 Penalty: 939.654663
	Iteration 17Q: 3 clusters Score -1340463 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1340879.000000 Penalty: 939.654663
	Iteration 18Q: 3 clusters Score -1340879 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1341296.375000 Penalty: 939.654663
	Iteration 19Q: 3 clusters Score -1341296 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1341640.625000 Penalty: 939.654663
	Iteration 20F: 3 clusters Score -1341641 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1341897.625000 Penalty: 939.654663
	Iteration 21Q: 3 clusters Score -1341898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1342082.500000 Penalty: 939.654663
	Iteration 22Q: 3 clusters Score -1342082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1342196.875000 Penalty: 939.654663
	Iteration 23Q: 3 clusters Score -1342197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1342259.750000 Penalty: 939.654663
	Iteration 24Q: 3 clusters Score -1342260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1342306.000000 Penalty: 939.654663
	Iteration 25Q: 3 clusters Score -1342306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1342322.000000 Penalty: 939.654663
	Iteration 26Q: 3 clusters Score -1342322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1342330.625000 Penalty: 939.654663
	Iteration 27Q: 3 clusters Score -1342331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1342334.750000 Penalty: 939.654663
	Iteration 28Q: 3 clusters Score -1342335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1342338.000000 Penalty: 939.654663
	Iteration 29Q: 3 clusters Score -1342338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1342340.625000 Penalty: 939.654663
	Iteration 30Q: 3 clusters Score -1342341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1342344.500000 Penalty: 939.654663
	Iteration 31Q: 3 clusters Score -1342344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1342352.375000 Penalty: 939.654663
	Iteration 32Q: 3 clusters Score -1342352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1342352.375000 Penalty: 939.654663
	Iteration 33F: 3 clusters Score -1342352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -106093.093750 Penalty: 355.315674
	Iteration 0F: 2 clusters Score -106093.1 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 1245 members 
Entering Unmasked Estep 
Score: -104359.507812 Penalty: 710.631348
	Iteration 0F: 3 clusters Score -104359.5 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -105037.164062 Penalty: 710.631348
	Iteration 1F: 3 clusters Score -105037.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -105146.476562 Penalty: 710.631348
	Iteration 2F: 3 clusters Score -105146.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -105233.398438 Penalty: 710.631348
	Iteration 3F: 3 clusters Score -105233.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -105297.609375 Penalty: 710.631348
	Iteration 4F: 3 clusters Score -105297.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -105339.960938 Penalty: 710.631348
	Iteration 5Q: 3 clusters Score -105340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -105373.257812 Penalty: 710.631348
	Iteration 6Q: 3 clusters Score -105373.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -105407.101562 Penalty: 710.631348
	Iteration 7Q: 3 clusters Score -105407.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -105445.476562 Penalty: 710.631348
	Iteration 8Q: 3 clusters Score -105445.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105497.367188 Penalty: 710.631348
	Iteration 9Q: 3 clusters Score -105497.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105564.898438 Penalty: 710.631348
	Iteration 10Q: 3 clusters Score -105564.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105651.671875 Penalty: 710.631348
	Iteration 11Q: 3 clusters Score -105651.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105705.289062 Penalty: 710.631348
	Iteration 12Q: 3 clusters Score -105705.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105741.734375 Penalty: 710.631348
	Iteration 13Q: 3 clusters Score -105741.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -105770.203125 Penalty: 710.631348
	Iteration 14Q: 3 clusters Score -105770.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105786.656250 Penalty: 710.631348
	Iteration 15Q: 3 clusters Score -105786.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -105801.421875 Penalty: 710.631348
	Iteration 16Q: 3 clusters Score -105801.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -105819.164062 Penalty: 710.631348
	Iteration 17Q: 3 clusters Score -105819.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -105832.867188 Penalty: 710.631348
	Iteration 18Q: 3 clusters Score -105832.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -105844.781250 Penalty: 710.631348
	Iteration 19Q: 3 clusters Score -105844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -105851.476562 Penalty: 710.631348
	Iteration 20F: 3 clusters Score -105851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -105859.257812 Penalty: 710.631348
	Iteration 21Q: 3 clusters Score -105859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -105863.304688 Penalty: 710.631348
	Iteration 22Q: 3 clusters Score -105863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -105867.210938 Penalty: 710.631348
	Iteration 23Q: 3 clusters Score -105867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -105868.101562 Penalty: 710.631348
	Iteration 24Q: 3 clusters Score -105868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -105869.015625 Penalty: 710.631348
	Iteration 25Q: 3 clusters Score -105869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -105869.562500 Penalty: 710.631348
	Iteration 26Q: 3 clusters Score -105869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -105869.562500 Penalty: 710.631348
	Iteration 27F: 3 clusters Score -105869.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Entering Unmasked Estep 
Score: -4835186.000000 Penalty: 525.188354
	Iteration 0F: 2 clusters Score -4835186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -4765866.000000 Penalty: 1050.376709
	Iteration 0F: 3 clusters Score -4765866 nChanged 50508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -4796148.000000 Penalty: 1050.376709
	Iteration 1F: 3 clusters Score -4796148 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -4796931.500000 Penalty: 1050.376709
	Iteration 2Q: 3 clusters Score -4796932 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -4798363.000000 Penalty: 1050.376709
	Iteration 3Q: 3 clusters Score -4798363 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -4800902.500000 Penalty: 1050.376709
	Iteration 4F: 3 clusters Score -4800902 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4805310.500000 Penalty: 1050.376709
	Iteration 5F: 3 clusters Score -4805310 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4811730.500000 Penalty: 1050.376709
	Iteration 6F: 3 clusters Score -4811730 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86496 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4819456.000000 Penalty: 1050.376709
	Iteration 7F: 3 clusters Score -4819456 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4826944.000000 Penalty: 1050.376709
	Iteration 8F: 3 clusters Score -4826944 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4831680.000000 Penalty: 1050.376709
	Iteration 9Q: 3 clusters Score -4831680 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4833671.000000 Penalty: 1050.376709
	Iteration 10Q: 3 clusters Score -4833671 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4834373.000000 Penalty: 1050.376709
	Iteration 11Q: 3 clusters Score -4834373 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4834610.000000 Penalty: 1050.376709
	Iteration 12Q: 3 clusters Score -4834610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4834709.500000 Penalty: 1050.376709
	Iteration 13Q: 3 clusters Score -4834710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4834748.000000 Penalty: 1050.376709
	Iteration 14Q: 3 clusters Score -4834748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4834762.500000 Penalty: 1050.376709
	Iteration 15Q: 3 clusters Score -4834762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834772.500000 Penalty: 1050.376709
	Iteration 16Q: 3 clusters Score -4834772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834780.500000 Penalty: 1050.376709
	Iteration 17Q: 3 clusters Score -4834780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4834780.500000 Penalty: 1050.376709
	Iteration 18Q: 3 clusters Score -4834780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834783.500000 Penalty: 1050.376709
	Iteration 19Q: 3 clusters Score -4834784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4834785.500000 Penalty: 1050.376709
	Iteration 20F: 3 clusters Score -4834786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834786.500000 Penalty: 1050.376709
	Iteration 21Q: 3 clusters Score -4834786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4834794.000000 Penalty: 1050.376709
	Iteration 22Q: 3 clusters Score -4834794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4834793.000000 Penalty: 1050.376709
	Iteration 23Q: 3 clusters Score -4834793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4834795.000000 Penalty: 1050.376709
	Iteration 24Q: 3 clusters Score -4834795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4834792.000000 Penalty: 1050.376709
	Iteration 25Q: 3 clusters Score -4834792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4834797.500000 Penalty: 1050.376709
	Iteration 26Q: 3 clusters Score -4834798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4834794.000000 Penalty: 1050.376709
	Iteration 27Q: 3 clusters Score -4834794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4834793.000000 Penalty: 1050.376709
	Iteration 28Q: 3 clusters Score -4834793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834792.000000 Penalty: 1050.376709
	Iteration 29Q: 3 clusters Score -4834792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4834792.000000 Penalty: 1050.376709
	Iteration 30F: 3 clusters Score -4834792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -125557.179688 Penalty: 361.231720
	Iteration 0F: 2 clusters Score -125557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -123595.148438 Penalty: 722.463440
	Iteration 0F: 3 clusters Score -123595.1 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -124348.562500 Penalty: 722.463440
	Iteration 1F: 3 clusters Score -124348.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -124561.023438 Penalty: 722.463440
	Iteration 2F: 3 clusters Score -124561 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -124774.484375 Penalty: 722.463440
	Iteration 3F: 3 clusters Score -124774.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -124928.156250 Penalty: 722.463440
	Iteration 4F: 3 clusters Score -124928.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -125043.976562 Penalty: 722.463440
	Iteration 5Q: 3 clusters Score -125044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -125151.812500 Penalty: 722.463440
	Iteration 6Q: 3 clusters Score -125151.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -125235.445312 Penalty: 722.463440
	Iteration 7Q: 3 clusters Score -125235.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -125278.601562 Penalty: 722.463440
	Iteration 8Q: 3 clusters Score -125278.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -125291.875000 Penalty: 722.463440
	Iteration 9Q: 3 clusters Score -125291.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -125299.656250 Penalty: 722.463440
	Iteration 10Q: 3 clusters Score -125299.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -125303.617188 Penalty: 722.463440
	Iteration 11Q: 3 clusters Score -125303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -125305.335938 Penalty: 722.463440
	Iteration 12Q: 3 clusters Score -125305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -125306.898438 Penalty: 722.463440
	Iteration 13Q: 3 clusters Score -125306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -125308.179688 Penalty: 722.463440
	Iteration 14Q: 3 clusters Score -125308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -125309.789062 Penalty: 722.463440
	Iteration 15Q: 3 clusters Score -125309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -125310.875000 Penalty: 722.463440
	Iteration 16Q: 3 clusters Score -125310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -125311.984375 Penalty: 722.463440
	Iteration 17Q: 3 clusters Score -125312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -125313.218750 Penalty: 722.463440
	Iteration 18Q: 3 clusters Score -125313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -125314.328125 Penalty: 722.463440
	Iteration 19Q: 3 clusters Score -125314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -125315.117188 Penalty: 722.463440
	Iteration 20F: 3 clusters Score -125315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -125315.656250 Penalty: 722.463440
	Iteration 21Q: 3 clusters Score -125315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -125315.640625 Penalty: 722.463440
	Iteration 22Q: 3 clusters Score -125315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -125315.640625 Penalty: 722.463440
	Iteration 23F: 3 clusters Score -125315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -39535.050781 Penalty: 312.398041
	Iteration 0F: 2 clusters Score -39535.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -38759.824219 Penalty: 624.796082
	Iteration 0F: 3 clusters Score -38759.82 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -39018.125000 Penalty: 624.796082
	Iteration 1F: 3 clusters Score -39018.12 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -39175.558594 Penalty: 624.796082
	Iteration 2F: 3 clusters Score -39175.56 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39303.097656 Penalty: 624.796082
	Iteration 3F: 3 clusters Score -39303.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -39359.511719 Penalty: 624.796082
	Iteration 4F: 3 clusters Score -39359.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -39396.542969 Penalty: 624.796082
	Iteration 5Q: 3 clusters Score -39396.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -39418.906250 Penalty: 624.796082
	Iteration 6Q: 3 clusters Score -39418.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -39434.117188 Penalty: 624.796082
	Iteration 7Q: 3 clusters Score -39434.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -39441.351562 Penalty: 624.796082
	Iteration 8Q: 3 clusters Score -39441.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39444.648438 Penalty: 624.796082
	Iteration 9Q: 3 clusters Score -39444.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -39448.726562 Penalty: 624.796082
	Iteration 10Q: 3 clusters Score -39448.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -39454.917969 Penalty: 624.796082
	Iteration 11Q: 3 clusters Score -39454.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -39460.226562 Penalty: 624.796082
	Iteration 12Q: 3 clusters Score -39460.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -39461.101562 Penalty: 624.796082
	Iteration 13Q: 3 clusters Score -39461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39461.769531 Penalty: 624.796082
	Iteration 14Q: 3 clusters Score -39461.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -39462.613281 Penalty: 624.796082
	Iteration 15Q: 3 clusters Score -39462.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39462.769531 Penalty: 624.796082
	Iteration 16Q: 3 clusters Score -39462.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39462.769531 Penalty: 624.796082
	Iteration 17F: 3 clusters Score -39462.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -9582.969727 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -9582.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9256.328125 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -9256.328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9399.727539 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -9399.728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9459.416016 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -9459.416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9486.683594 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -9486.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9491.010742 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -9491.011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9498.729492 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -9498.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9506.214844 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -9506.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9517.057617 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -9517.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9518.921875 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -9518.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9519.238281 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -9519.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9519.238281 Penalty: 508.439636
	Iteration 10F: 3 clusters Score -9519.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6061.957031 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6061.957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6125.660645 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6125.661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6159.903320 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6159.903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6169.310547 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6169.311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6177.106934 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6177.107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6179.099609 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6181.419922 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6181.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -6185.028320 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6185.028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6188.248047 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6188.248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -6188.248047 Penalty: 454.129395
	Iteration 9F: 3 clusters Score -6188.248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -202319.406250 Penalty: 378.911560
	Iteration 0F: 2 clusters Score -202319.4 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 2121 members 
Entering Unmasked Estep 
Score: -199483.203125 Penalty: 757.823120
	Iteration 0F: 3 clusters Score -199483.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -200548.828125 Penalty: 757.823120
	Iteration 1F: 3 clusters Score -200548.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -200734.625000 Penalty: 757.823120
	Iteration 2F: 3 clusters Score -200734.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -201007.187500 Penalty: 757.823120
	Iteration 3F: 3 clusters Score -201007.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -201298.015625 Penalty: 757.823120
	Iteration 4F: 3 clusters Score -201298 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -201539.406250 Penalty: 757.823120
	Iteration 5F: 3 clusters Score -201539.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -201722.875000 Penalty: 757.823120
	Iteration 6Q: 3 clusters Score -201722.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -201849.765625 Penalty: 757.823120
	Iteration 7Q: 3 clusters Score -201849.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -201908.281250 Penalty: 757.823120
	Iteration 8Q: 3 clusters Score -201908.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -201945.796875 Penalty: 757.823120
	Iteration 9Q: 3 clusters Score -201945.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -201964.796875 Penalty: 757.823120
	Iteration 10Q: 3 clusters Score -201964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -201978.203125 Penalty: 757.823120
	Iteration 11Q: 3 clusters Score -201978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -201983.109375 Penalty: 757.823120
	Iteration 12Q: 3 clusters Score -201983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -201985.281250 Penalty: 757.823120
	Iteration 13Q: 3 clusters Score -201985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -201986.000000 Penalty: 757.823120
	Iteration 14Q: 3 clusters Score -201986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -201987.187500 Penalty: 757.823120
	Iteration 15Q: 3 clusters Score -201987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -201989.125000 Penalty: 757.823120
	Iteration 16Q: 3 clusters Score -201989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -201990.296875 Penalty: 757.823120
	Iteration 17Q: 3 clusters Score -201990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -201991.906250 Penalty: 757.823120
	Iteration 18Q: 3 clusters Score -201991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -201992.421875 Penalty: 757.823120
	Iteration 19Q: 3 clusters Score -201992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -201993.187500 Penalty: 757.823120
	Iteration 20F: 3 clusters Score -201993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -201997.953125 Penalty: 757.823120
	Iteration 21Q: 3 clusters Score -201998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -202006.093750 Penalty: 757.823120
	Iteration 22Q: 3 clusters Score -202006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -202009.968750 Penalty: 757.823120
	Iteration 23Q: 3 clusters Score -202010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -202012.015625 Penalty: 757.823120
	Iteration 24Q: 3 clusters Score -202012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -202012.718750 Penalty: 757.823120
	Iteration 25Q: 3 clusters Score -202012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -202012.750000 Penalty: 757.823120
	Iteration 26Q: 3 clusters Score -202012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -202012.750000 Penalty: 757.823120
	Iteration 27F: 3 clusters Score -202012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Entering Unmasked Estep 
Score: -170257.828125 Penalty: 370.622528
	Iteration 0F: 2 clusters Score -170257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167824.968750 Penalty: 741.245056
	Iteration 0F: 3 clusters Score -167825 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -168687.203125 Penalty: 741.245056
	Iteration 1F: 3 clusters Score -168687.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -168774.625000 Penalty: 741.245056
	Iteration 2F: 3 clusters Score -168774.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -168867.546875 Penalty: 741.245056
	Iteration 3F: 3 clusters Score -168867.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -168953.328125 Penalty: 741.245056
	Iteration 4Q: 3 clusters Score -168953.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169048.453125 Penalty: 741.245056
	Iteration 5Q: 3 clusters Score -169048.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -169154.375000 Penalty: 741.245056
	Iteration 6Q: 3 clusters Score -169154.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -169271.781250 Penalty: 741.245056
	Iteration 7F: 3 clusters Score -169271.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -169400.750000 Penalty: 741.245056
	Iteration 8Q: 3 clusters Score -169400.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -169488.687500 Penalty: 741.245056
	Iteration 9Q: 3 clusters Score -169488.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -169562.281250 Penalty: 741.245056
	Iteration 10Q: 3 clusters Score -169562.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169607.578125 Penalty: 741.245056
	Iteration 11Q: 3 clusters Score -169607.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -169636.562500 Penalty: 741.245056
	Iteration 12Q: 3 clusters Score -169636.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169659.093750 Penalty: 741.245056
	Iteration 13Q: 3 clusters Score -169659.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -169678.687500 Penalty: 741.245056
	Iteration 14Q: 3 clusters Score -169678.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169689.546875 Penalty: 741.245056
	Iteration 15Q: 3 clusters Score -169689.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -169695.046875 Penalty: 741.245056
	Iteration 16Q: 3 clusters Score -169695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -169698.328125 Penalty: 741.245056
	Iteration 17Q: 3 clusters Score -169698.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169702.656250 Penalty: 741.245056
	Iteration 18Q: 3 clusters Score -169702.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -169708.750000 Penalty: 741.245056
	Iteration 19Q: 3 clusters Score -169708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169716.140625 Penalty: 741.245056
	Iteration 20F: 3 clusters Score -169716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -169721.125000 Penalty: 741.245056
	Iteration 21Q: 3 clusters Score -169721.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -169724.843750 Penalty: 741.245056
	Iteration 22Q: 3 clusters Score -169724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169727.781250 Penalty: 741.245056
	Iteration 23Q: 3 clusters Score -169727.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -169730.328125 Penalty: 741.245056
	Iteration 24Q: 3 clusters Score -169730.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -169736.312500 Penalty: 741.245056
	Iteration 25Q: 3 clusters Score -169736.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -169744.062500 Penalty: 741.245056
	Iteration 26Q: 3 clusters Score -169744.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -169750.187500 Penalty: 741.245056
	Iteration 27Q: 3 clusters Score -169750.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -169756.578125 Penalty: 741.245056
	Iteration 28Q: 3 clusters Score -169756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169760.828125 Penalty: 741.245056
	Iteration 29Q: 3 clusters Score -169760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -169765.250000 Penalty: 741.245056
	Iteration 30Q: 3 clusters Score -169765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -169771.328125 Penalty: 741.245056
	Iteration 31Q: 3 clusters Score -169771.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169775.000000 Penalty: 741.245056
	Iteration 32Q: 3 clusters Score -169775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169778.328125 Penalty: 741.245056
	Iteration 33Q: 3 clusters Score -169778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169782.218750 Penalty: 741.245056
	Iteration 34Q: 3 clusters Score -169782.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169788.250000 Penalty: 741.245056
	Iteration 35Q: 3 clusters Score -169788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169794.296875 Penalty: 741.245056
	Iteration 36Q: 3 clusters Score -169794.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169799.015625 Penalty: 741.245056
	Iteration 37Q: 3 clusters Score -169799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169807.609375 Penalty: 741.245056
	Iteration 38Q: 3 clusters Score -169807.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169814.125000 Penalty: 741.245056
	Iteration 39Q: 3 clusters Score -169814.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169818.515625 Penalty: 741.245056
	Iteration 40F: 3 clusters Score -169818.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -169821.734375 Penalty: 741.245056
	Iteration 41Q: 3 clusters Score -169821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169825.953125 Penalty: 741.245056
	Iteration 42Q: 3 clusters Score -169826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -169827.890625 Penalty: 741.245056
	Iteration 43Q: 3 clusters Score -169827.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -169831.359375 Penalty: 741.245056
	Iteration 44Q: 3 clusters Score -169831.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169835.640625 Penalty: 741.245056
	Iteration 45Q: 3 clusters Score -169835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169839.843750 Penalty: 741.245056
	Iteration 46Q: 3 clusters Score -169839.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169845.015625 Penalty: 741.245056
	Iteration 47Q: 3 clusters Score -169845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -169847.421875 Penalty: 741.245056
	Iteration 48Q: 3 clusters Score -169847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -169849.859375 Penalty: 741.245056
	Iteration 49Q: 3 clusters Score -169849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -169852.765625 Penalty: 741.245056
	Iteration 50Q: 3 clusters Score -169852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -169854.437500 Penalty: 741.245056
	Iteration 51Q: 3 clusters Score -169854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -169855.656250 Penalty: 741.245056
	Iteration 52Q: 3 clusters Score -169855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -169856.203125 Penalty: 741.245056
	Iteration 53Q: 3 clusters Score -169856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -169856.453125 Penalty: 741.245056
	Iteration 54Q: 3 clusters Score -169856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -169856.812500 Penalty: 741.245056
	Iteration 55Q: 3 clusters Score -169856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169857.000000 Penalty: 741.245056
	Iteration 56Q: 3 clusters Score -169857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169856.937500 Penalty: 741.245056
	Iteration 57Q: 3 clusters Score -169856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169856.937500 Penalty: 741.245056
	Iteration 58F: 3 clusters Score -169856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Entering Unmasked Estep 
Score: -1953436.750000 Penalty: 483.589966
	Iteration 0F: 2 clusters Score -1953437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1925851.750000 Penalty: 967.179932
	Iteration 0F: 3 clusters Score -1925852 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -1937806.500000 Penalty: 967.179932
	Iteration 1F: 3 clusters Score -1937806 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -1939091.250000 Penalty: 967.179932
	Iteration 2F: 3 clusters Score -1939091 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -1940906.500000 Penalty: 967.179932
	Iteration 3F: 3 clusters Score -1940906 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -1943405.875000 Penalty: 967.179932
	Iteration 4F: 3 clusters Score -1943406 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -1946476.500000 Penalty: 967.179932
	Iteration 5F: 3 clusters Score -1946476 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -1949461.250000 Penalty: 967.179932
	Iteration 6F: 3 clusters Score -1949461 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -1951376.250000 Penalty: 967.179932
	Iteration 7Q: 3 clusters Score -1951376 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -1952347.625000 Penalty: 967.179932
	Iteration 8Q: 3 clusters Score -1952348 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -1952923.250000 Penalty: 967.179932
	Iteration 9Q: 3 clusters Score -1952923 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -1953322.750000 Penalty: 967.179932
	Iteration 10Q: 3 clusters Score -1953323 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -1953519.500000 Penalty: 967.179932
	Iteration 11Q: 3 clusters Score -1953520 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -1953593.625000 Penalty: 967.179932
	Iteration 12Q: 3 clusters Score -1953594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -1953647.625000 Penalty: 967.179932
	Iteration 13Q: 3 clusters Score -1953648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -1953685.750000 Penalty: 967.179932
	Iteration 14Q: 3 clusters Score -1953686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -1953715.000000 Penalty: 967.179932
	Iteration 15Q: 3 clusters Score -1953715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -1953746.125000 Penalty: 967.179932
	Iteration 16Q: 3 clusters Score -1953746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -1953768.375000 Penalty: 967.179932
	Iteration 17Q: 3 clusters Score -1953768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -1953793.000000 Penalty: 967.179932
	Iteration 18Q: 3 clusters Score -1953793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -1953808.500000 Penalty: 967.179932
	Iteration 19Q: 3 clusters Score -1953808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -1953826.000000 Penalty: 967.179932
	Iteration 20F: 3 clusters Score -1953826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -1953836.750000 Penalty: 967.179932
	Iteration 21Q: 3 clusters Score -1953837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -1953846.375000 Penalty: 967.179932
	Iteration 22Q: 3 clusters Score -1953846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -1953850.500000 Penalty: 967.179932
	Iteration 23Q: 3 clusters Score -1953850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -1953858.000000 Penalty: 967.179932
	Iteration 24Q: 3 clusters Score -1953858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -1953860.125000 Penalty: 967.179932
	Iteration 25Q: 3 clusters Score -1953860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -1953864.625000 Penalty: 967.179932
	Iteration 26Q: 3 clusters Score -1953865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -1953862.750000 Penalty: 967.179932
	Iteration 27Q: 3 clusters Score -1953863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -1953869.375000 Penalty: 967.179932
	Iteration 28Q: 3 clusters Score -1953869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -1953873.875000 Penalty: 967.179932
	Iteration 29Q: 3 clusters Score -1953874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -1953880.500000 Penalty: 967.179932
	Iteration 30Q: 3 clusters Score -1953880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -1953879.125000 Penalty: 967.179932
	Iteration 31Q: 3 clusters Score -1953879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -1953878.625000 Penalty: 967.179932
	Iteration 32Q: 3 clusters Score -1953879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -1953875.500000 Penalty: 967.179932
	Iteration 33Q: 3 clusters Score -1953876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -1953879.125000 Penalty: 967.179932
	Iteration 34Q: 3 clusters Score -1953879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -1953879.625000 Penalty: 967.179932
	Iteration 35Q: 3 clusters Score -1953880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -1953880.375000 Penalty: 967.179932
	Iteration 36Q: 3 clusters Score -1953880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -1953883.875000 Penalty: 967.179932
	Iteration 37Q: 3 clusters Score -1953884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -1953882.750000 Penalty: 967.179932
	Iteration 38Q: 3 clusters Score -1953883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -1953884.500000 Penalty: 967.179932
	Iteration 39Q: 3 clusters Score -1953884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -1953881.750000 Penalty: 967.179932
	Iteration 40F: 3 clusters Score -1953882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -1953883.125000 Penalty: 967.179932
	Iteration 41Q: 3 clusters Score -1953883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -1953883.500000 Penalty: 967.179932
	Iteration 42Q: 3 clusters Score -1953884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -1953882.375000 Penalty: 967.179932
	Iteration 43Q: 3 clusters Score -1953882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -1953885.125000 Penalty: 967.179932
	Iteration 44Q: 3 clusters Score -1953885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -1953885.250000 Penalty: 967.179932
	Iteration 45Q: 3 clusters Score -1953885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -1953885.125000 Penalty: 967.179932
	Iteration 46Q: 3 clusters Score -1953885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -1953885.375000 Penalty: 967.179932
	Iteration 47Q: 3 clusters Score -1953885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -1953887.250000 Penalty: 967.179932
	Iteration 48Q: 3 clusters Score -1953887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -1953886.250000 Penalty: 967.179932
	Iteration 49Q: 3 clusters Score -1953886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -1953886.750000 Penalty: 967.179932
	Iteration 50Q: 3 clusters Score -1953887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -1953887.250000 Penalty: 967.179932
	Iteration 51Q: 3 clusters Score -1953887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -1953887.250000 Penalty: 967.179932
	Iteration 52F: 3 clusters Score -1953887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 213078 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103012 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 68144 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
Score: -23235878.000000 Penalty: 14373.237305
Splitting cluster 17 changes total score from -23235436.000000 to -23235878.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 18 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -39122.351562 Penalty: 312.540161
	Iteration 0F: 2 clusters Score -39122.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38338.699219 Penalty: 625.080322
	Iteration 0F: 3 clusters Score -38338.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -38695.929688 Penalty: 625.080322
	Iteration 1F: 3 clusters Score -38695.93 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38992.800781 Penalty: 625.080322
	Iteration 2F: 3 clusters Score -38992.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39122.226562 Penalty: 625.080322
	Iteration 3F: 3 clusters Score -39122.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -39207.921875 Penalty: 625.080322
	Iteration 4F: 3 clusters Score -39207.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -39310.027344 Penalty: 625.080322
	Iteration 5F: 3 clusters Score -39310.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -39432.753906 Penalty: 625.080322
	Iteration 6Q: 3 clusters Score -39432.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -39490.703125 Penalty: 625.080322
	Iteration 7Q: 3 clusters Score -39490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -39510.488281 Penalty: 625.080322
	Iteration 8Q: 3 clusters Score -39510.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -39511.882812 Penalty: 625.080322
	Iteration 9Q: 3 clusters Score -39511.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -39511.882812 Penalty: 625.080322
	Iteration 10F: 3 clusters Score -39511.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 213078 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103012 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 68144 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Mstep: Class 25 contains 710 members 
Entering Unmasked Estep 
Score: -23235984.000000 Penalty: 14972.122070
Splitting cluster 18 changes total score from -23235436.000000 to -23235984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (68144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Entering Unmasked Estep 
Score: -3278181.500000 Penalty: 506.386719
	Iteration 0F: 2 clusters Score -3278182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -3232455.500000 Penalty: 1012.773438
	Iteration 0F: 3 clusters Score -3232456 nChanged 32964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3252185.750000 Penalty: 1012.773438
	Iteration 1F: 3 clusters Score -3252186 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -3253347.250000 Penalty: 1012.773438
	Iteration 2Q: 3 clusters Score -3253347 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -3255319.500000 Penalty: 1012.773438
	Iteration 3F: 3 clusters Score -3255320 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -3258592.500000 Penalty: 1012.773438
	Iteration 4F: 3 clusters Score -3258592 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3263130.000000 Penalty: 1012.773438
	Iteration 5F: 3 clusters Score -3263130 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -3267286.000000 Penalty: 1012.773438
	Iteration 6F: 3 clusters Score -3267286 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -3269168.000000 Penalty: 1012.773438
	Iteration 7F: 3 clusters Score -3269168 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -3269858.750000 Penalty: 1012.773438
	Iteration 8Q: 3 clusters Score -3269859 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -3270216.000000 Penalty: 1012.773438
	Iteration 9Q: 3 clusters Score -3270216 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -3270536.250000 Penalty: 1012.773438
	Iteration 10Q: 3 clusters Score -3270536 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -3270854.000000 Penalty: 1012.773438
	Iteration 11Q: 3 clusters Score -3270854 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -3271128.750000 Penalty: 1012.773438
	Iteration 12Q: 3 clusters Score -3271129 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -3271437.750000 Penalty: 1012.773438
	Iteration 13Q: 3 clusters Score -3271438 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -3271714.750000 Penalty: 1012.773438
	Iteration 14Q: 3 clusters Score -3271715 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -3271954.500000 Penalty: 1012.773438
	Iteration 15Q: 3 clusters Score -3271954 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -3272156.500000 Penalty: 1012.773438
	Iteration 16Q: 3 clusters Score -3272156 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -3272381.750000 Penalty: 1012.773438
	Iteration 17Q: 3 clusters Score -3272382 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -3272631.000000 Penalty: 1012.773438
	Iteration 18Q: 3 clusters Score -3272631 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -3272858.500000 Penalty: 1012.773438
	Iteration 19Q: 3 clusters Score -3272858 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -3273074.250000 Penalty: 1012.773438
	Iteration 20F: 3 clusters Score -3273074 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -3273267.500000 Penalty: 1012.773438
	Iteration 21Q: 3 clusters Score -3273268 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -3273470.750000 Penalty: 1012.773438
	Iteration 22Q: 3 clusters Score -3273471 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -3273672.000000 Penalty: 1012.773438
	Iteration 23Q: 3 clusters Score -3273672 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -3273877.250000 Penalty: 1012.773438
	Iteration 24Q: 3 clusters Score -3273877 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -3274094.750000 Penalty: 1012.773438
	Iteration 25Q: 3 clusters Score -3274095 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -3274298.250000 Penalty: 1012.773438
	Iteration 26Q: 3 clusters Score -3274298 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -3274499.500000 Penalty: 1012.773438
	Iteration 27Q: 3 clusters Score -3274500 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -3274729.750000 Penalty: 1012.773438
	Iteration 28Q: 3 clusters Score -3274730 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -3274976.500000 Penalty: 1012.773438
	Iteration 29Q: 3 clusters Score -3274976 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -3275183.750000 Penalty: 1012.773438
	Iteration 30Q: 3 clusters Score -3275184 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -3275410.750000 Penalty: 1012.773438
	Iteration 31Q: 3 clusters Score -3275411 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -3275637.000000 Penalty: 1012.773438
	Iteration 32Q: 3 clusters Score -3275637 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -3275833.000000 Penalty: 1012.773438
	Iteration 33Q: 3 clusters Score -3275833 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -3276031.000000 Penalty: 1012.773438
	Iteration 34Q: 3 clusters Score -3276031 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -3276223.000000 Penalty: 1012.773438
	Iteration 35Q: 3 clusters Score -3276223 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -3276416.750000 Penalty: 1012.773438
	Iteration 36Q: 3 clusters Score -3276417 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -3276594.000000 Penalty: 1012.773438
	Iteration 37Q: 3 clusters Score -3276594 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -3276746.500000 Penalty: 1012.773438
	Iteration 38Q: 3 clusters Score -3276746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -3276897.000000 Penalty: 1012.773438
	Iteration 39Q: 3 clusters Score -3276897 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -3277044.500000 Penalty: 1012.773438
	Iteration 40F: 3 clusters Score -3277044 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -3277160.750000 Penalty: 1012.773438
	Iteration 41Q: 3 clusters Score -3277161 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -3277261.500000 Penalty: 1012.773438
	Iteration 42Q: 3 clusters Score -3277262 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -3277352.750000 Penalty: 1012.773438
	Iteration 43Q: 3 clusters Score -3277353 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -3277424.750000 Penalty: 1012.773438
	Iteration 44Q: 3 clusters Score -3277425 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -3277493.000000 Penalty: 1012.773438
	Iteration 45Q: 3 clusters Score -3277493 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -3277560.000000 Penalty: 1012.773438
	Iteration 46Q: 3 clusters Score -3277560 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -3277638.750000 Penalty: 1012.773438
	Iteration 47Q: 3 clusters Score -3277639 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -3277692.750000 Penalty: 1012.773438
	Iteration 48Q: 3 clusters Score -3277693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -3277748.750000 Penalty: 1012.773438
	Iteration 49Q: 3 clusters Score -3277749 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -3277793.750000 Penalty: 1012.773438
	Iteration 50Q: 3 clusters Score -3277794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -3277817.000000 Penalty: 1012.773438
	Iteration 51Q: 3 clusters Score -3277817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -3277834.000000 Penalty: 1012.773438
	Iteration 52Q: 3 clusters Score -3277834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -3277850.500000 Penalty: 1012.773438
	Iteration 53Q: 3 clusters Score -3277850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -3277855.750000 Penalty: 1012.773438
	Iteration 54Q: 3 clusters Score -3277856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -3277860.250000 Penalty: 1012.773438
	Iteration 55Q: 3 clusters Score -3277860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -3277867.000000 Penalty: 1012.773438
	Iteration 56Q: 3 clusters Score -3277867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -3277869.250000 Penalty: 1012.773438
	Iteration 57Q: 3 clusters Score -3277869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -3277879.250000 Penalty: 1012.773438
	Iteration 58Q: 3 clusters Score -3277879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -3277876.750000 Penalty: 1012.773438
	Iteration 59Q: 3 clusters Score -3277877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -3277874.250000 Penalty: 1012.773438
	Iteration 60F: 3 clusters Score -3277874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -3277880.500000 Penalty: 1012.773438
	Iteration 61Q: 3 clusters Score -3277880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -3277876.500000 Penalty: 1012.773438
	Iteration 62Q: 3 clusters Score -3277876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -3277883.750000 Penalty: 1012.773438
	Iteration 63Q: 3 clusters Score -3277884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -3277881.750000 Penalty: 1012.773438
	Iteration 64Q: 3 clusters Score -3277882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -3277887.500000 Penalty: 1012.773438
	Iteration 65Q: 3 clusters Score -3277888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -3277891.000000 Penalty: 1012.773438
	Iteration 66Q: 3 clusters Score -3277891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -3277888.500000 Penalty: 1012.773438
	Iteration 67Q: 3 clusters Score -3277888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -3277891.500000 Penalty: 1012.773438
	Iteration 68Q: 3 clusters Score -3277892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -3277896.250000 Penalty: 1012.773438
	Iteration 69Q: 3 clusters Score -3277896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -3277894.500000 Penalty: 1012.773438
	Iteration 70Q: 3 clusters Score -3277894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -3277891.500000 Penalty: 1012.773438
	Iteration 71Q: 3 clusters Score -3277892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -3277891.500000 Penalty: 1012.773438
	Iteration 72Q: 3 clusters Score -3277892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -3277895.500000 Penalty: 1012.773438
	Iteration 73Q: 3 clusters Score -3277896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -3277898.500000 Penalty: 1012.773438
	Iteration 74Q: 3 clusters Score -3277898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -3277901.250000 Penalty: 1012.773438
	Iteration 75Q: 3 clusters Score -3277901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -3277901.500000 Penalty: 1012.773438
	Iteration 76Q: 3 clusters Score -3277902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -3277901.500000 Penalty: 1012.773438
	Iteration 77Q: 3 clusters Score -3277902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -3277898.500000 Penalty: 1012.773438
	Iteration 78Q: 3 clusters Score -3277898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -3277906.000000 Penalty: 1012.773438
	Iteration 79Q: 3 clusters Score -3277906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -3277908.500000 Penalty: 1012.773438
	Iteration 80F: 3 clusters Score -3277908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -3277908.500000 Penalty: 1012.773438
	Iteration 81Q: 3 clusters Score -3277908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -3277909.750000 Penalty: 1012.773438
	Iteration 82Q: 3 clusters Score -3277910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -3277906.750000 Penalty: 1012.773438
	Iteration 83Q: 3 clusters Score -3277907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -3277909.250000 Penalty: 1012.773438
	Iteration 84Q: 3 clusters Score -3277909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -3277911.000000 Penalty: 1012.773438
	Iteration 85Q: 3 clusters Score -3277911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -3277911.750000 Penalty: 1012.773438
	Iteration 86Q: 3 clusters Score -3277912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -3277914.250000 Penalty: 1012.773438
	Iteration 87Q: 3 clusters Score -3277914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -3277918.000000 Penalty: 1012.773438
	Iteration 88Q: 3 clusters Score -3277918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -3277918.000000 Penalty: 1012.773438
	Iteration 89F: 3 clusters Score -3277918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -109239.570312 Penalty: 352.239777
	Iteration 0F: 2 clusters Score -109239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107632.835938 Penalty: 704.479553
	Iteration 0F: 3 clusters Score -107632.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -108159.773438 Penalty: 704.479553
	Iteration 1F: 3 clusters Score -108159.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -108251.109375 Penalty: 704.479553
	Iteration 2F: 3 clusters Score -108251.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -108348.671875 Penalty: 704.479553
	Iteration 3F: 3 clusters Score -108348.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -108440.054688 Penalty: 704.479553
	Iteration 4F: 3 clusters Score -108440.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -108522.304688 Penalty: 704.479553
	Iteration 5F: 3 clusters Score -108522.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -108599.953125 Penalty: 704.479553
	Iteration 6F: 3 clusters Score -108600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -108626.570312 Penalty: 704.479553
	Iteration 7Q: 3 clusters Score -108626.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -108637.523438 Penalty: 704.479553
	Iteration 8Q: 3 clusters Score -108637.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -108644.789062 Penalty: 704.479553
	Iteration 9Q: 3 clusters Score -108644.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -108652.601562 Penalty: 704.479553
	Iteration 10Q: 3 clusters Score -108652.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -108659.695312 Penalty: 704.479553
	Iteration 11Q: 3 clusters Score -108659.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -108665.882812 Penalty: 704.479553
	Iteration 12Q: 3 clusters Score -108665.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -108673.804688 Penalty: 704.479553
	Iteration 13Q: 3 clusters Score -108673.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -108682.710938 Penalty: 704.479553
	Iteration 14Q: 3 clusters Score -108682.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -108689.070312 Penalty: 704.479553
	Iteration 15Q: 3 clusters Score -108689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -108699.523438 Penalty: 704.479553
	Iteration 16Q: 3 clusters Score -108699.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -108714.273438 Penalty: 704.479553
	Iteration 17Q: 3 clusters Score -108714.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -108727.046875 Penalty: 704.479553
	Iteration 18Q: 3 clusters Score -108727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -108740.921875 Penalty: 704.479553
	Iteration 19Q: 3 clusters Score -108740.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -108756.929688 Penalty: 704.479553
	Iteration 20F: 3 clusters Score -108756.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -108771.164062 Penalty: 704.479553
	Iteration 21Q: 3 clusters Score -108771.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -108783.703125 Penalty: 704.479553
	Iteration 22Q: 3 clusters Score -108783.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -108794.859375 Penalty: 704.479553
	Iteration 23Q: 3 clusters Score -108794.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -108809.187500 Penalty: 704.479553
	Iteration 24Q: 3 clusters Score -108809.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -108821.796875 Penalty: 704.479553
	Iteration 25Q: 3 clusters Score -108821.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -108834.265625 Penalty: 704.479553
	Iteration 26Q: 3 clusters Score -108834.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -108846.140625 Penalty: 704.479553
	Iteration 27Q: 3 clusters Score -108846.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -108862.156250 Penalty: 704.479553
	Iteration 28Q: 3 clusters Score -108862.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -108880.085938 Penalty: 704.479553
	Iteration 29Q: 3 clusters Score -108880.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -108897.031250 Penalty: 704.479553
	Iteration 30Q: 3 clusters Score -108897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -108917.328125 Penalty: 704.479553
	Iteration 31Q: 3 clusters Score -108917.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -108934.000000 Penalty: 704.479553
	Iteration 32Q: 3 clusters Score -108934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -108942.414062 Penalty: 704.479553
	Iteration 33Q: 3 clusters Score -108942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -108945.695312 Penalty: 704.479553
	Iteration 34Q: 3 clusters Score -108945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -108948.195312 Penalty: 704.479553
	Iteration 35Q: 3 clusters Score -108948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -108949.500000 Penalty: 704.479553
	Iteration 36Q: 3 clusters Score -108949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -108951.835938 Penalty: 704.479553
	Iteration 37Q: 3 clusters Score -108951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -108954.820312 Penalty: 704.479553
	Iteration 38Q: 3 clusters Score -108954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -108957.023438 Penalty: 704.479553
	Iteration 39Q: 3 clusters Score -108957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -108959.976562 Penalty: 704.479553
	Iteration 40F: 3 clusters Score -108960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -108964.843750 Penalty: 704.479553
	Iteration 41Q: 3 clusters Score -108964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -108971.703125 Penalty: 704.479553
	Iteration 42Q: 3 clusters Score -108971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -108973.687500 Penalty: 704.479553
	Iteration 43Q: 3 clusters Score -108973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -108975.507812 Penalty: 704.479553
	Iteration 44Q: 3 clusters Score -108975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -108976.539062 Penalty: 704.479553
	Iteration 45Q: 3 clusters Score -108976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -108977.484375 Penalty: 704.479553
	Iteration 46Q: 3 clusters Score -108977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -108978.257812 Penalty: 704.479553
	Iteration 47Q: 3 clusters Score -108978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -108979.140625 Penalty: 704.479553
	Iteration 48Q: 3 clusters Score -108979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -108979.781250 Penalty: 704.479553
	Iteration 49Q: 3 clusters Score -108979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -108979.781250 Penalty: 704.479553
	Iteration 50F: 3 clusters Score -108979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -19643.611328 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -19643.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19200.048828 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -19200.05 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19278.361328 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -19278.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19311.304688 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -19311.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19326.896484 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -19326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19334.855469 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -19334.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19348.234375 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -19348.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19353.162109 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -19353.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19355.771484 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -19355.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19360.970703 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -19360.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19362.056641 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -19362.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19363.527344 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -19363.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19365.052734 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -19365.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19365.843750 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -19365.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19366.880859 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -19366.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19366.880859 Penalty: 554.309204
	Iteration 14F: 3 clusters Score -19366.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Entering Unmasked Estep 
Score: -253970.125000 Penalty: 393.342133
	Iteration 0F: 2 clusters Score -253970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -250113.078125 Penalty: 786.684265
	Iteration 0F: 3 clusters Score -250113.1 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -251665.140625 Penalty: 786.684265
	Iteration 1F: 3 clusters Score -251665.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -251845.078125 Penalty: 786.684265
	Iteration 2F: 3 clusters Score -251845.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -252032.046875 Penalty: 786.684265
	Iteration 3F: 3 clusters Score -252032 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -252246.109375 Penalty: 786.684265
	Iteration 4F: 3 clusters Score -252246.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -252454.593750 Penalty: 786.684265
	Iteration 5F: 3 clusters Score -252454.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -252625.078125 Penalty: 786.684265
	Iteration 6Q: 3 clusters Score -252625.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -252756.718750 Penalty: 786.684265
	Iteration 7Q: 3 clusters Score -252756.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -252847.093750 Penalty: 786.684265
	Iteration 8Q: 3 clusters Score -252847.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -252906.171875 Penalty: 786.684265
	Iteration 9Q: 3 clusters Score -252906.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252971.531250 Penalty: 786.684265
	Iteration 10Q: 3 clusters Score -252971.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253056.187500 Penalty: 786.684265
	Iteration 11Q: 3 clusters Score -253056.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -253133.046875 Penalty: 786.684265
	Iteration 12Q: 3 clusters Score -253133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -253216.625000 Penalty: 786.684265
	Iteration 13Q: 3 clusters Score -253216.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -253314.750000 Penalty: 786.684265
	Iteration 14Q: 3 clusters Score -253314.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -253407.296875 Penalty: 786.684265
	Iteration 15Q: 3 clusters Score -253407.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -253482.109375 Penalty: 786.684265
	Iteration 16Q: 3 clusters Score -253482.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -253524.125000 Penalty: 786.684265
	Iteration 17Q: 3 clusters Score -253524.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -253565.062500 Penalty: 786.684265
	Iteration 18Q: 3 clusters Score -253565.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -253589.359375 Penalty: 786.684265
	Iteration 19Q: 3 clusters Score -253589.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -253601.015625 Penalty: 786.684265
	Iteration 20F: 3 clusters Score -253601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -253606.625000 Penalty: 786.684265
	Iteration 21Q: 3 clusters Score -253606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -253608.859375 Penalty: 786.684265
	Iteration 22Q: 3 clusters Score -253608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -253610.296875 Penalty: 786.684265
	Iteration 23Q: 3 clusters Score -253610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -253610.984375 Penalty: 786.684265
	Iteration 24Q: 3 clusters Score -253611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -253612.093750 Penalty: 786.684265
	Iteration 25Q: 3 clusters Score -253612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -253612.687500 Penalty: 786.684265
	Iteration 26Q: 3 clusters Score -253612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -253612.687500 Penalty: 786.684265
	Iteration 27F: 3 clusters Score -253612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9185.888672 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9185.889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9249.434570 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9249.435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9264.029297 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9264.029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9270.489258 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9270.489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9275.328125 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9275.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9277.615234 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9277.615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9281.657227 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9281.657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9281.657227 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -9281.657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -2683.015381 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -2683.015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2491.327148 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -2491.327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2511.177002 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -2511.177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2526.456787 Penalty: 394.096741
	Iteration 2F: 3 clusters Score -2526.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2545.629883 Penalty: 394.096741
	Iteration 3Q: 3 clusters Score -2545.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2552.710449 Penalty: 394.096741
	Iteration 4Q: 3 clusters Score -2552.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2560.690186 Penalty: 394.096741
	Iteration 5Q: 3 clusters Score -2560.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2563.647949 Penalty: 394.096741
	Iteration 6Q: 3 clusters Score -2563.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2563.647949 Penalty: 394.096741
	Iteration 7F: 3 clusters Score -2563.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 213078 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4277 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103012 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 68144 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5681 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236014.000000 Penalty: 14972.122070
Iteration 159Q: 26 clusters Score -2.323601e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 213180 members 
Mstep: Class 3 contains 1874 members 
Mstep: Class 4 contains 32916 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4276 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30511 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 103035 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4140 members 
Mstep: Class 16 contains 3441 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 68238 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5680 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 75 members 
Mstep: Class 25 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236060.000000 Penalty: 14972.122070
Iteration 160F: 26 clusters Score -2.323606e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 212820 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 32880 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30513 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 103027 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 68257 members 
Mstep: Class 20 contains 2309 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5676 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 67 members 
Mstep: Class 25 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236050.000000 Penalty: 14972.122070
Iteration 161Q: 26 clusters Score -2.323605e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 212412 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 32860 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30540 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 103020 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4123 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 68286 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5674 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 65 members 
Mstep: Class 25 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 14972.122070
Iteration 162Q: 26 clusters Score -2.323597e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 211968 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 32844 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30575 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 103025 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 266 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4117 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 68325 members 
Mstep: Class 20 contains 2306 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5672 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 62 members 
Mstep: Class 25 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235840.000000 Penalty: 14972.122070
Iteration 163Q: 26 clusters Score -2.323584e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 211471 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 32858 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30610 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 103045 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4113 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 2020 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68392 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5672 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 60 members 
Mstep: Class 25 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235832.000000 Penalty: 14972.122070
Iteration 164Q: 26 clusters Score -2.323583e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 210925 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 32867 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4267 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30665 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 103081 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68456 members 
Mstep: Class 20 contains 2305 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5670 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 58 members 
Mstep: Class 25 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235686.000000 Penalty: 14972.122070
Iteration 165Q: 26 clusters Score -2.323569e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 210387 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 32877 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30716 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 103118 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4109 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68520 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5669 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 57 members 
Mstep: Class 25 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235584.000000 Penalty: 14972.122070
Iteration 166Q: 26 clusters Score -2.323558e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 209853 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 32874 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30767 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 103142 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4111 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68591 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5669 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235394.000000 Penalty: 14972.122070
Iteration 167Q: 26 clusters Score -2.323539e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 209324 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 32877 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30828 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 103163 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68668 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235250.000000 Penalty: 14972.122070
Iteration 168Q: 26 clusters Score -2.323525e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 208761 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 32889 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30885 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 103191 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4097 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68766 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5661 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235298.000000 Penalty: 14972.122070
Iteration 169Q: 26 clusters Score -2.32353e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 208232 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 32912 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 2477 members 
Mstep: Class 10 contains 103218 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4087 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 2404 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68858 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5656 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235238.000000 Penalty: 14972.122070
Iteration 170Q: 26 clusters Score -2.323524e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 207621 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 32949 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 30959 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 103247 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 2448 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 68993 members 
Mstep: Class 20 contains 2297 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5655 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235114.000000 Penalty: 14972.122070
Iteration 171Q: 26 clusters Score -2.323511e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 206994 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 32981 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 103277 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 69156 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235030.000000 Penalty: 14972.122070
Iteration 172Q: 26 clusters Score -2.323503e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 206356 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 33034 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31032 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 103307 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 2561 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 69328 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234974.000000 Penalty: 14972.122070
Iteration 173Q: 26 clusters Score -2.323497e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 205746 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 33069 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31060 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 103332 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 267 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 69483 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235008.000000 Penalty: 14972.122070
Iteration 174Q: 26 clusters Score -2.323501e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 205103 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 33096 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31077 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 103370 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 69660 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234894.000000 Penalty: 14972.122070
Iteration 175Q: 26 clusters Score -2.323489e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 204473 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 33128 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31094 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 103409 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4070 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 69856 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234836.000000 Penalty: 14972.122070
Iteration 176Q: 26 clusters Score -2.323484e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 203865 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4190 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31113 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 103439 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70041 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234856.000000 Penalty: 14972.122070
Iteration 177Q: 26 clusters Score -2.323486e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 203289 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 33176 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31124 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 103455 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70240 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234810.000000 Penalty: 14972.122070
Iteration 178Q: 26 clusters Score -2.323481e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 202728 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 4 contains 33197 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31137 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 103477 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70424 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5651 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234740.000000 Penalty: 14972.122070
Iteration 179Q: 26 clusters Score -2.323474e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 202137 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 33213 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31153 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 103514 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70576 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5649 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234724.000000 Penalty: 14972.122070
Iteration 180F: 26 clusters Score -2.323472e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 201567 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 33222 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31171 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 103556 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4059 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70740 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234746.000000 Penalty: 14972.122070
Iteration 181Q: 26 clusters Score -2.323475e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 200995 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 33218 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31184 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103600 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 957 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 70907 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5645 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234738.000000 Penalty: 14972.122070
Iteration 182Q: 26 clusters Score -2.323474e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 200418 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 33226 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31202 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 103647 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4057 members 
Mstep: Class 16 contains 3165 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71080 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234746.000000 Penalty: 14972.122070
Iteration 183Q: 26 clusters Score -2.323475e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 199848 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 33222 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31219 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103690 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71253 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5644 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234698.000000 Penalty: 14972.122070
Iteration 184Q: 26 clusters Score -2.32347e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 199256 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 33237 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4178 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31236 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 103716 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 3261 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71446 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5642 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234664.000000 Penalty: 14972.122070
Iteration 185Q: 26 clusters Score -2.323466e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 198680 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 33237 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31261 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103750 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 3318 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71612 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234708.000000 Penalty: 14972.122070
Iteration 186Q: 26 clusters Score -2.323471e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 198171 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 33220 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31291 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 103764 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71759 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5639 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234666.000000 Penalty: 14972.122070
Iteration 187Q: 26 clusters Score -2.323467e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 197701 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 33199 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4174 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31302 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 103775 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4032 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 3419 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 71912 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5638 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234684.000000 Penalty: 14972.122070
Iteration 188Q: 26 clusters Score -2.323468e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 197244 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 33189 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 103790 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 3469 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72047 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234688.000000 Penalty: 14972.122070
Iteration 189Q: 26 clusters Score -2.323469e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 196751 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 33196 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4167 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31326 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 103801 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72185 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234678.000000 Penalty: 14972.122070
Iteration 190Q: 26 clusters Score -2.323468e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 196249 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 33209 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4165 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31336 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 103815 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 3565 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72317 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234604.000000 Penalty: 14972.122070
Iteration 191Q: 26 clusters Score -2.32346e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 195727 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 33231 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4163 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31356 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 103823 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 3149 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72465 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234670.000000 Penalty: 14972.122070
Iteration 192Q: 26 clusters Score -2.323467e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 195187 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 33258 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31361 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 103834 members 
Mstep: Class 11 contains 2766 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72627 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234528.000000 Penalty: 14972.122070
Iteration 193Q: 26 clusters Score -2.323453e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 194650 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 33292 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31373 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 103868 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72771 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234446.000000 Penalty: 14972.122070
Iteration 194Q: 26 clusters Score -2.323445e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 194163 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 33320 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4157 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31387 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 103887 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 72892 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234406.000000 Penalty: 14972.122070
Iteration 195Q: 26 clusters Score -2.323441e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 193667 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 33345 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31396 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 103920 members 
Mstep: Class 11 contains 2768 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73008 members 
Mstep: Class 20 contains 2274 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234370.000000 Penalty: 14972.122070
Iteration 196Q: 26 clusters Score -2.323437e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 193201 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31395 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103954 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73127 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234386.000000 Penalty: 14972.122070
Iteration 197Q: 26 clusters Score -2.323439e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 192701 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 33392 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31400 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 103989 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 3148 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73247 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5634 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234428.000000 Penalty: 14972.122070
Iteration 198Q: 26 clusters Score -2.323443e+07 nChanged 622
Entering ConstructFrom: 
Score: -23234428.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (51629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Entering Unmasked Estep 
Score: -2428177.750000 Penalty: 493.758667
	Iteration 0F: 2 clusters Score -2428178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2393610.500000 Penalty: 987.517334
	Iteration 0F: 3 clusters Score -2393610 nChanged 24845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -2408598.750000 Penalty: 987.517334
	Iteration 1F: 3 clusters Score -2408599 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -2409557.500000 Penalty: 987.517334
	Iteration 2Q: 3 clusters Score -2409558 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2411126.750000 Penalty: 987.517334
	Iteration 3F: 3 clusters Score -2411127 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -2413548.000000 Penalty: 987.517334
	Iteration 4F: 3 clusters Score -2413548 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -2417025.750000 Penalty: 987.517334
	Iteration 5F: 3 clusters Score -2417026 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -2421165.750000 Penalty: 987.517334
	Iteration 6F: 3 clusters Score -2421166 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -2424648.500000 Penalty: 987.517334
	Iteration 7F: 3 clusters Score -2424648 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -2426591.000000 Penalty: 987.517334
	Iteration 8Q: 3 clusters Score -2426591 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -2427366.000000 Penalty: 987.517334
	Iteration 9Q: 3 clusters Score -2427366 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -2427608.250000 Penalty: 987.517334
	Iteration 10Q: 3 clusters Score -2427608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -2427677.750000 Penalty: 987.517334
	Iteration 11Q: 3 clusters Score -2427678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -2427708.000000 Penalty: 987.517334
	Iteration 12Q: 3 clusters Score -2427708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -2427720.000000 Penalty: 987.517334
	Iteration 13Q: 3 clusters Score -2427720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -2427733.250000 Penalty: 987.517334
	Iteration 14Q: 3 clusters Score -2427733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -2427741.000000 Penalty: 987.517334
	Iteration 15Q: 3 clusters Score -2427741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -2427743.500000 Penalty: 987.517334
	Iteration 16Q: 3 clusters Score -2427744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -2427744.750000 Penalty: 987.517334
	Iteration 17Q: 3 clusters Score -2427745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -2427747.500000 Penalty: 987.517334
	Iteration 18Q: 3 clusters Score -2427748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -2427747.500000 Penalty: 987.517334
	Iteration 19F: 3 clusters Score -2427748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (192225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Entering Unmasked Estep 
Score: -8839851.000000 Penalty: 553.572205
	Iteration 0F: 2 clusters Score -8839851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -8719469.000000 Penalty: 1107.144409
	Iteration 0F: 3 clusters Score -8719469 nChanged 94697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 87970 members 
Entering Unmasked Estep 
Score: -8777265.000000 Penalty: 1107.144409
	Iteration 1F: 3 clusters Score -8777265 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -8779434.000000 Penalty: 1107.144409
	Iteration 2Q: 3 clusters Score -8779434 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -8782898.000000 Penalty: 1107.144409
	Iteration 3Q: 3 clusters Score -8782898 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -8788801.000000 Penalty: 1107.144409
	Iteration 4F: 3 clusters Score -8788801 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139383 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -8798370.000000 Penalty: 1107.144409
	Iteration 5F: 3 clusters Score -8798370 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -8810999.000000 Penalty: 1107.144409
	Iteration 6F: 3 clusters Score -8810999 nChanged 15127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -8823173.000000 Penalty: 1107.144409
	Iteration 7F: 3 clusters Score -8823173 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -8831577.000000 Penalty: 1107.144409
	Iteration 8F: 3 clusters Score -8831577 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187249 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8836016.000000 Penalty: 1107.144409
	Iteration 9Q: 3 clusters Score -8836016 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190031 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8837909.000000 Penalty: 1107.144409
	Iteration 10Q: 3 clusters Score -8837909 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8838716.000000 Penalty: 1107.144409
	Iteration 11Q: 3 clusters Score -8838716 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8839017.000000 Penalty: 1107.144409
	Iteration 12Q: 3 clusters Score -8839017 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8839162.000000 Penalty: 1107.144409
	Iteration 13Q: 3 clusters Score -8839162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191898 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8839278.000000 Penalty: 1107.144409
	Iteration 14Q: 3 clusters Score -8839278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191954 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8839347.000000 Penalty: 1107.144409
	Iteration 15Q: 3 clusters Score -8839347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191978 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8839378.000000 Penalty: 1107.144409
	Iteration 16Q: 3 clusters Score -8839378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191984 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8839398.000000 Penalty: 1107.144409
	Iteration 17Q: 3 clusters Score -8839398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191992 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8839426.000000 Penalty: 1107.144409
	Iteration 18Q: 3 clusters Score -8839426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191996 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8839430.000000 Penalty: 1107.144409
	Iteration 19Q: 3 clusters Score -8839430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192002 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8839441.000000 Penalty: 1107.144409
	Iteration 20F: 3 clusters Score -8839441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192006 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8839453.000000 Penalty: 1107.144409
	Iteration 21Q: 3 clusters Score -8839453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8839470.000000 Penalty: 1107.144409
	Iteration 22Q: 3 clusters Score -8839470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8839464.000000 Penalty: 1107.144409
	Iteration 23Q: 3 clusters Score -8839464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8839466.000000 Penalty: 1107.144409
	Iteration 24Q: 3 clusters Score -8839466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192007 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8839469.000000 Penalty: 1107.144409
	Iteration 25Q: 3 clusters Score -8839469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192002 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8839460.000000 Penalty: 1107.144409
	Iteration 26Q: 3 clusters Score -8839460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192003 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8839464.000000 Penalty: 1107.144409
	Iteration 27Q: 3 clusters Score -8839464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192004 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8839466.000000 Penalty: 1107.144409
	Iteration 28Q: 3 clusters Score -8839466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192005 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8839469.000000 Penalty: 1107.144409
	Iteration 29Q: 3 clusters Score -8839469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192007 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8839464.000000 Penalty: 1107.144409
	Iteration 30Q: 3 clusters Score -8839464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192007 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8839464.000000 Penalty: 1107.144409
	Iteration 31F: 3 clusters Score -8839464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -80291.632812 Penalty: 337.390472
	Iteration 0F: 2 clusters Score -80291.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -79072.531250 Penalty: 674.780945
	Iteration 0F: 3 clusters Score -79072.53 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -79459.187500 Penalty: 674.780945
	Iteration 1F: 3 clusters Score -79459.19 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -79546.656250 Penalty: 674.780945
	Iteration 2F: 3 clusters Score -79546.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -79637.562500 Penalty: 674.780945
	Iteration 3F: 3 clusters Score -79637.56 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79728.734375 Penalty: 674.780945
	Iteration 4F: 3 clusters Score -79728.73 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79838.578125 Penalty: 674.780945
	Iteration 5F: 3 clusters Score -79838.58 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -79936.937500 Penalty: 674.780945
	Iteration 6F: 3 clusters Score -79936.94 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -80007.570312 Penalty: 674.780945
	Iteration 7F: 3 clusters Score -80007.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -80029.164062 Penalty: 674.780945
	Iteration 8Q: 3 clusters Score -80029.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -80041.046875 Penalty: 674.780945
	Iteration 9Q: 3 clusters Score -80041.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -80046.359375 Penalty: 674.780945
	Iteration 10Q: 3 clusters Score -80046.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -80048.695312 Penalty: 674.780945
	Iteration 11Q: 3 clusters Score -80048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -80050.289062 Penalty: 674.780945
	Iteration 12Q: 3 clusters Score -80050.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -80051.320312 Penalty: 674.780945
	Iteration 13Q: 3 clusters Score -80051.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -80052.195312 Penalty: 674.780945
	Iteration 14Q: 3 clusters Score -80052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -80052.710938 Penalty: 674.780945
	Iteration 15Q: 3 clusters Score -80052.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -80052.812500 Penalty: 674.780945
	Iteration 16Q: 3 clusters Score -80052.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -80052.812500 Penalty: 674.780945
	Iteration 17F: 3 clusters Score -80052.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Entering Unmasked Estep 
Score: -1602566.500000 Penalty: 473.954407
	Iteration 0F: 2 clusters Score -1602566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1580029.250000 Penalty: 947.908813
	Iteration 0F: 3 clusters Score -1580029 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1589733.125000 Penalty: 947.908813
	Iteration 1F: 3 clusters Score -1589733 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1590479.750000 Penalty: 947.908813
	Iteration 2Q: 3 clusters Score -1590480 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1591496.500000 Penalty: 947.908813
	Iteration 3F: 3 clusters Score -1591496 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1592874.750000 Penalty: 947.908813
	Iteration 4F: 3 clusters Score -1592875 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1594579.875000 Penalty: 947.908813
	Iteration 5F: 3 clusters Score -1594580 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1596206.750000 Penalty: 947.908813
	Iteration 6F: 3 clusters Score -1596207 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1597335.125000 Penalty: 947.908813
	Iteration 7Q: 3 clusters Score -1597335 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1597933.250000 Penalty: 947.908813
	Iteration 8Q: 3 clusters Score -1597933 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1598314.625000 Penalty: 947.908813
	Iteration 9Q: 3 clusters Score -1598315 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1598625.000000 Penalty: 947.908813
	Iteration 10Q: 3 clusters Score -1598625 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1598947.000000 Penalty: 947.908813
	Iteration 11Q: 3 clusters Score -1598947 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1599299.500000 Penalty: 947.908813
	Iteration 12Q: 3 clusters Score -1599300 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1599704.375000 Penalty: 947.908813
	Iteration 13Q: 3 clusters Score -1599704 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1600109.625000 Penalty: 947.908813
	Iteration 14Q: 3 clusters Score -1600110 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1600529.750000 Penalty: 947.908813
	Iteration 15Q: 3 clusters Score -1600530 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1600950.625000 Penalty: 947.908813
	Iteration 16Q: 3 clusters Score -1600951 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1601306.250000 Penalty: 947.908813
	Iteration 17Q: 3 clusters Score -1601306 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1601614.125000 Penalty: 947.908813
	Iteration 18Q: 3 clusters Score -1601614 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1601818.125000 Penalty: 947.908813
	Iteration 19Q: 3 clusters Score -1601818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1601950.750000 Penalty: 947.908813
	Iteration 20F: 3 clusters Score -1601951 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1602033.625000 Penalty: 947.908813
	Iteration 21Q: 3 clusters Score -1602034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1602083.375000 Penalty: 947.908813
	Iteration 22Q: 3 clusters Score -1602083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1602105.125000 Penalty: 947.908813
	Iteration 23Q: 3 clusters Score -1602105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1602118.000000 Penalty: 947.908813
	Iteration 24Q: 3 clusters Score -1602118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1602124.625000 Penalty: 947.908813
	Iteration 25Q: 3 clusters Score -1602125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1602130.750000 Penalty: 947.908813
	Iteration 26Q: 3 clusters Score -1602131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1602133.125000 Penalty: 947.908813
	Iteration 27Q: 3 clusters Score -1602133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1602134.250000 Penalty: 947.908813
	Iteration 28Q: 3 clusters Score -1602134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1602135.875000 Penalty: 947.908813
	Iteration 29Q: 3 clusters Score -1602136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1602138.500000 Penalty: 947.908813
	Iteration 30Q: 3 clusters Score -1602138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1602140.875000 Penalty: 947.908813
	Iteration 31Q: 3 clusters Score -1602141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1602142.750000 Penalty: 947.908813
	Iteration 32Q: 3 clusters Score -1602143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1602142.750000 Penalty: 947.908813
	Iteration 33F: 3 clusters Score -1602143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -35461.664062 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -35461.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34715.042969 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -34715.04 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34952.136719 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -34952.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35046.574219 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -35046.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35147.507812 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -35147.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -35226.363281 Penalty: 617.693909
	Iteration 4F: 3 clusters Score -35226.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -35285.539062 Penalty: 617.693909
	Iteration 5F: 3 clusters Score -35285.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35342.425781 Penalty: 617.693909
	Iteration 6F: 3 clusters Score -35342.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -35391.808594 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -35391.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35421.601562 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -35421.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35434.066406 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -35434.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35439.269531 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -35439.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35445.906250 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -35445.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -35459.609375 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -35459.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -35479.363281 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -35479.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -35492.671875 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -35492.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -35499.695312 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -35499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -35502.726562 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -35502.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -35504.746094 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -35504.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35505.750000 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -35505.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35505.750000 Penalty: 617.693909
	Iteration 19F: 3 clusters Score -35505.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 192225 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73368 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 696 members 
Entering Unmasked Estep 
Score: -23234190.000000 Penalty: 15571.006836
Splitting cluster 5 changes total score from -23234428.000000 to -23234190.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -179758.734375 Penalty: 379.120056
	Iteration 0F: 2 clusters Score -179758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -176951.218750 Penalty: 758.240112
	Iteration 0F: 3 clusters Score -176951.2 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -177950.593750 Penalty: 758.240112
	Iteration 1F: 3 clusters Score -177950.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -178043.203125 Penalty: 758.240112
	Iteration 2F: 3 clusters Score -178043.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -178123.187500 Penalty: 758.240112
	Iteration 3Q: 3 clusters Score -178123.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -178197.187500 Penalty: 758.240112
	Iteration 4Q: 3 clusters Score -178197.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -178269.062500 Penalty: 758.240112
	Iteration 5Q: 3 clusters Score -178269.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -178376.718750 Penalty: 758.240112
	Iteration 6Q: 3 clusters Score -178376.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -178502.859375 Penalty: 758.240112
	Iteration 7Q: 3 clusters Score -178502.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -178653.312500 Penalty: 758.240112
	Iteration 8Q: 3 clusters Score -178653.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -178778.062500 Penalty: 758.240112
	Iteration 9Q: 3 clusters Score -178778.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -178832.640625 Penalty: 758.240112
	Iteration 10Q: 3 clusters Score -178832.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -178865.484375 Penalty: 758.240112
	Iteration 11Q: 3 clusters Score -178865.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -178897.812500 Penalty: 758.240112
	Iteration 12Q: 3 clusters Score -178897.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -178935.468750 Penalty: 758.240112
	Iteration 13Q: 3 clusters Score -178935.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -178967.187500 Penalty: 758.240112
	Iteration 14Q: 3 clusters Score -178967.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178998.203125 Penalty: 758.240112
	Iteration 15Q: 3 clusters Score -178998.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -179030.671875 Penalty: 758.240112
	Iteration 16Q: 3 clusters Score -179030.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179055.140625 Penalty: 758.240112
	Iteration 17Q: 3 clusters Score -179055.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179083.187500 Penalty: 758.240112
	Iteration 18Q: 3 clusters Score -179083.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179107.218750 Penalty: 758.240112
	Iteration 19Q: 3 clusters Score -179107.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179130.140625 Penalty: 758.240112
	Iteration 20F: 3 clusters Score -179130.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179146.328125 Penalty: 758.240112
	Iteration 21Q: 3 clusters Score -179146.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179156.812500 Penalty: 758.240112
	Iteration 22Q: 3 clusters Score -179156.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179167.093750 Penalty: 758.240112
	Iteration 23Q: 3 clusters Score -179167.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179181.203125 Penalty: 758.240112
	Iteration 24Q: 3 clusters Score -179181.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179191.453125 Penalty: 758.240112
	Iteration 25Q: 3 clusters Score -179191.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -179202.031250 Penalty: 758.240112
	Iteration 26Q: 3 clusters Score -179202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179215.875000 Penalty: 758.240112
	Iteration 27Q: 3 clusters Score -179215.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -179226.812500 Penalty: 758.240112
	Iteration 28Q: 3 clusters Score -179226.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -179238.468750 Penalty: 758.240112
	Iteration 29Q: 3 clusters Score -179238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179255.187500 Penalty: 758.240112
	Iteration 30Q: 3 clusters Score -179255.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -179271.593750 Penalty: 758.240112
	Iteration 31Q: 3 clusters Score -179271.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -179284.812500 Penalty: 758.240112
	Iteration 32Q: 3 clusters Score -179284.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179295.312500 Penalty: 758.240112
	Iteration 33Q: 3 clusters Score -179295.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -179304.953125 Penalty: 758.240112
	Iteration 34Q: 3 clusters Score -179305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -179313.093750 Penalty: 758.240112
	Iteration 35Q: 3 clusters Score -179313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -179323.953125 Penalty: 758.240112
	Iteration 36Q: 3 clusters Score -179324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -179337.281250 Penalty: 758.240112
	Iteration 37Q: 3 clusters Score -179337.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -179345.859375 Penalty: 758.240112
	Iteration 38Q: 3 clusters Score -179345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -179358.828125 Penalty: 758.240112
	Iteration 39Q: 3 clusters Score -179358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -179368.828125 Penalty: 758.240112
	Iteration 40F: 3 clusters Score -179368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -179374.171875 Penalty: 758.240112
	Iteration 41Q: 3 clusters Score -179374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -179377.953125 Penalty: 758.240112
	Iteration 42Q: 3 clusters Score -179378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -179380.468750 Penalty: 758.240112
	Iteration 43Q: 3 clusters Score -179380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -179383.734375 Penalty: 758.240112
	Iteration 44Q: 3 clusters Score -179383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -179385.500000 Penalty: 758.240112
	Iteration 45Q: 3 clusters Score -179385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -179388.000000 Penalty: 758.240112
	Iteration 46Q: 3 clusters Score -179388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -179389.984375 Penalty: 758.240112
	Iteration 47Q: 3 clusters Score -179390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -179390.578125 Penalty: 758.240112
	Iteration 48Q: 3 clusters Score -179390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -179391.546875 Penalty: 758.240112
	Iteration 49Q: 3 clusters Score -179391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -179391.984375 Penalty: 758.240112
	Iteration 50Q: 3 clusters Score -179392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -179392.156250 Penalty: 758.240112
	Iteration 51Q: 3 clusters Score -179392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -179392.640625 Penalty: 758.240112
	Iteration 52Q: 3 clusters Score -179392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -179392.906250 Penalty: 758.240112
	Iteration 53Q: 3 clusters Score -179392.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -179392.906250 Penalty: 758.240112
	Iteration 54F: 3 clusters Score -179392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -19820.265625 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -19820.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19345.837891 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -19345.84 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19546.199219 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -19546.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19583.412109 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -19583.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19604.919922 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -19604.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19621.480469 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -19621.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19630.500000 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -19630.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19636.773438 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -19636.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19647.162109 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -19647.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19663.748047 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -19663.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19675.345703 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -19675.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19708.068359 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -19708.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19771.447266 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -19771.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19854.421875 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -19854.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19903.148438 Penalty: 565.892639
	Iteration 13Q: 3 clusters Score -19903.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19933.166016 Penalty: 565.892639
	Iteration 14Q: 3 clusters Score -19933.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19941.371094 Penalty: 565.892639
	Iteration 15Q: 3 clusters Score -19941.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19950.507812 Penalty: 565.892639
	Iteration 16Q: 3 clusters Score -19950.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19952.162109 Penalty: 565.892639
	Iteration 17Q: 3 clusters Score -19952.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19952.712891 Penalty: 565.892639
	Iteration 18Q: 3 clusters Score -19952.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19953.111328 Penalty: 565.892639
	Iteration 19Q: 3 clusters Score -19953.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19959.058594 Penalty: 565.892639
	Iteration 20F: 3 clusters Score -19959.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19973.529297 Penalty: 565.892639
	Iteration 21Q: 3 clusters Score -19973.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19975.654297 Penalty: 565.892639
	Iteration 22Q: 3 clusters Score -19975.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19982.916016 Penalty: 565.892639
	Iteration 23Q: 3 clusters Score -19982.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20014.179688 Penalty: 565.892639
	Iteration 24Q: 3 clusters Score -20014.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20034.515625 Penalty: 565.892639
	Iteration 25Q: 3 clusters Score -20034.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20076.304688 Penalty: 565.892639
	Iteration 26Q: 3 clusters Score -20076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20103.214844 Penalty: 565.892639
	Iteration 27Q: 3 clusters Score -20103.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20148.718750 Penalty: 565.892639
	Iteration 28Q: 3 clusters Score -20148.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20256.591797 Penalty: 565.892639
	Iteration 29Q: 3 clusters Score -20256.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20256.591797 Penalty: 565.892639
	Iteration 30F: 3 clusters Score -20256.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 192225 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73368 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 197 members 
Entering Unmasked Estep 
Score: -23234582.000000 Penalty: 15571.006836
Splitting cluster 7 changes total score from -23234428.000000 to -23234582.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (31404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Entering Unmasked Estep 
Score: -1380832.000000 Penalty: 471.138428
	Iteration 0F: 2 clusters Score -1380832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1359821.250000 Penalty: 942.276855
	Iteration 0F: 3 clusters Score -1359821 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1368671.375000 Penalty: 942.276855
	Iteration 1F: 3 clusters Score -1368671 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1369180.000000 Penalty: 942.276855
	Iteration 2Q: 3 clusters Score -1369180 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1370037.375000 Penalty: 942.276855
	Iteration 3F: 3 clusters Score -1370037 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1371476.875000 Penalty: 942.276855
	Iteration 4F: 3 clusters Score -1371477 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1373532.875000 Penalty: 942.276855
	Iteration 5F: 3 clusters Score -1373533 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -1375785.875000 Penalty: 942.276855
	Iteration 6F: 3 clusters Score -1375786 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -1377659.875000 Penalty: 942.276855
	Iteration 7F: 3 clusters Score -1377660 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -1378884.875000 Penalty: 942.276855
	Iteration 8Q: 3 clusters Score -1378885 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -1379626.375000 Penalty: 942.276855
	Iteration 9Q: 3 clusters Score -1379626 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -1379983.125000 Penalty: 942.276855
	Iteration 10Q: 3 clusters Score -1379983 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -1380148.625000 Penalty: 942.276855
	Iteration 11Q: 3 clusters Score -1380149 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -1380247.875000 Penalty: 942.276855
	Iteration 12Q: 3 clusters Score -1380248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -1380318.250000 Penalty: 942.276855
	Iteration 13Q: 3 clusters Score -1380318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -1380366.500000 Penalty: 942.276855
	Iteration 14Q: 3 clusters Score -1380366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -1380397.125000 Penalty: 942.276855
	Iteration 15Q: 3 clusters Score -1380397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -1380416.375000 Penalty: 942.276855
	Iteration 16Q: 3 clusters Score -1380416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -1380430.625000 Penalty: 942.276855
	Iteration 17Q: 3 clusters Score -1380431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -1380455.000000 Penalty: 942.276855
	Iteration 18Q: 3 clusters Score -1380455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -1380471.250000 Penalty: 942.276855
	Iteration 19Q: 3 clusters Score -1380471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -1380475.750000 Penalty: 942.276855
	Iteration 20F: 3 clusters Score -1380476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -1380481.625000 Penalty: 942.276855
	Iteration 21Q: 3 clusters Score -1380482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1380485.000000 Penalty: 942.276855
	Iteration 22Q: 3 clusters Score -1380485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1380486.375000 Penalty: 942.276855
	Iteration 23Q: 3 clusters Score -1380486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1380488.250000 Penalty: 942.276855
	Iteration 24Q: 3 clusters Score -1380488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1380488.250000 Penalty: 942.276855
	Iteration 25F: 3 clusters Score -1380488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -106049.359375 Penalty: 355.278687
	Iteration 0F: 2 clusters Score -106049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -104297.796875 Penalty: 710.557373
	Iteration 0F: 3 clusters Score -104297.8 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -104948.210938 Penalty: 710.557373
	Iteration 1F: 3 clusters Score -104948.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -105075.375000 Penalty: 710.557373
	Iteration 2F: 3 clusters Score -105075.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -105172.703125 Penalty: 710.557373
	Iteration 3F: 3 clusters Score -105172.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -105239.726562 Penalty: 710.557373
	Iteration 4Q: 3 clusters Score -105239.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -105309.664062 Penalty: 710.557373
	Iteration 5Q: 3 clusters Score -105309.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -105379.039062 Penalty: 710.557373
	Iteration 6Q: 3 clusters Score -105379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -105445.125000 Penalty: 710.557373
	Iteration 7Q: 3 clusters Score -105445.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -105509.398438 Penalty: 710.557373
	Iteration 8Q: 3 clusters Score -105509.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -105568.375000 Penalty: 710.557373
	Iteration 9Q: 3 clusters Score -105568.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105612.984375 Penalty: 710.557373
	Iteration 10Q: 3 clusters Score -105613 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -105645.726562 Penalty: 710.557373
	Iteration 11Q: 3 clusters Score -105645.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -105671.367188 Penalty: 710.557373
	Iteration 12Q: 3 clusters Score -105671.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -105694.343750 Penalty: 710.557373
	Iteration 13Q: 3 clusters Score -105694.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -105709.203125 Penalty: 710.557373
	Iteration 14Q: 3 clusters Score -105709.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -105718.867188 Penalty: 710.557373
	Iteration 15Q: 3 clusters Score -105718.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -105726.828125 Penalty: 710.557373
	Iteration 16Q: 3 clusters Score -105726.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -105730.539062 Penalty: 710.557373
	Iteration 17Q: 3 clusters Score -105730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -105733.171875 Penalty: 710.557373
	Iteration 18Q: 3 clusters Score -105733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -105735.945312 Penalty: 710.557373
	Iteration 19Q: 3 clusters Score -105735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -105740.468750 Penalty: 710.557373
	Iteration 20F: 3 clusters Score -105740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -105744.140625 Penalty: 710.557373
	Iteration 21Q: 3 clusters Score -105744.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -105746.351562 Penalty: 710.557373
	Iteration 22Q: 3 clusters Score -105746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -105747.289062 Penalty: 710.557373
	Iteration 23Q: 3 clusters Score -105747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -105748.031250 Penalty: 710.557373
	Iteration 24Q: 3 clusters Score -105748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105748.687500 Penalty: 710.557373
	Iteration 25Q: 3 clusters Score -105748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -105749.468750 Penalty: 710.557373
	Iteration 26Q: 3 clusters Score -105749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -105750.179688 Penalty: 710.557373
	Iteration 27Q: 3 clusters Score -105750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -105751.320312 Penalty: 710.557373
	Iteration 28Q: 3 clusters Score -105751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -105751.906250 Penalty: 710.557373
	Iteration 29Q: 3 clusters Score -105751.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -105752.593750 Penalty: 710.557373
	Iteration 30Q: 3 clusters Score -105752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -105753.710938 Penalty: 710.557373
	Iteration 31Q: 3 clusters Score -105753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -105754.898438 Penalty: 710.557373
	Iteration 32Q: 3 clusters Score -105754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -105755.953125 Penalty: 710.557373
	Iteration 33Q: 3 clusters Score -105756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -105756.992188 Penalty: 710.557373
	Iteration 34Q: 3 clusters Score -105757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -105757.882812 Penalty: 710.557373
	Iteration 35Q: 3 clusters Score -105757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -105758.875000 Penalty: 710.557373
	Iteration 36Q: 3 clusters Score -105758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -105759.679688 Penalty: 710.557373
	Iteration 37Q: 3 clusters Score -105759.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -105760.445312 Penalty: 710.557373
	Iteration 38Q: 3 clusters Score -105760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -105760.960938 Penalty: 710.557373
	Iteration 39Q: 3 clusters Score -105761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -105761.406250 Penalty: 710.557373
	Iteration 40F: 3 clusters Score -105761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -105761.757812 Penalty: 710.557373
	Iteration 41Q: 3 clusters Score -105761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -105762.093750 Penalty: 710.557373
	Iteration 42Q: 3 clusters Score -105762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -105762.437500 Penalty: 710.557373
	Iteration 43Q: 3 clusters Score -105762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -105763.062500 Penalty: 710.557373
	Iteration 44Q: 3 clusters Score -105763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -105763.421875 Penalty: 710.557373
	Iteration 45Q: 3 clusters Score -105763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -105763.695312 Penalty: 710.557373
	Iteration 46Q: 3 clusters Score -105763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -105763.710938 Penalty: 710.557373
	Iteration 47Q: 3 clusters Score -105763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -105763.710938 Penalty: 710.557373
	Iteration 48F: 3 clusters Score -105763.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Entering Unmasked Estep 
Score: -4880807.000000 Penalty: 525.632690
	Iteration 0F: 2 clusters Score -4880807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -4811038.000000 Penalty: 1051.265381
	Iteration 0F: 3 clusters Score -4811038 nChanged 51017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -4841757.500000 Penalty: 1051.265381
	Iteration 1F: 3 clusters Score -4841758 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -4842994.500000 Penalty: 1051.265381
	Iteration 2Q: 3 clusters Score -4842994 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -4845275.000000 Penalty: 1051.265381
	Iteration 3Q: 3 clusters Score -4845275 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -4849027.000000 Penalty: 1051.265381
	Iteration 4F: 3 clusters Score -4849027 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -4854639.000000 Penalty: 1051.265381
	Iteration 5F: 3 clusters Score -4854639 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -4860176.000000 Penalty: 1051.265381
	Iteration 6F: 3 clusters Score -4860176 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -4863169.500000 Penalty: 1051.265381
	Iteration 7F: 3 clusters Score -4863170 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -4864510.000000 Penalty: 1051.265381
	Iteration 8Q: 3 clusters Score -4864510 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -4865421.500000 Penalty: 1051.265381
	Iteration 9Q: 3 clusters Score -4865422 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -4866267.000000 Penalty: 1051.265381
	Iteration 10Q: 3 clusters Score -4866267 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 82038 members 
Entering Unmasked Estep 
Score: -4867286.500000 Penalty: 1051.265381
	Iteration 11Q: 3 clusters Score -4867286 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -4868313.500000 Penalty: 1051.265381
	Iteration 12Q: 3 clusters Score -4868314 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -4869426.000000 Penalty: 1051.265381
	Iteration 13Q: 3 clusters Score -4869426 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -4870715.000000 Penalty: 1051.265381
	Iteration 14Q: 3 clusters Score -4870715 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -4872035.000000 Penalty: 1051.265381
	Iteration 15Q: 3 clusters Score -4872035 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -4873371.500000 Penalty: 1051.265381
	Iteration 16Q: 3 clusters Score -4873372 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -4874616.500000 Penalty: 1051.265381
	Iteration 17Q: 3 clusters Score -4874616 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -4875747.000000 Penalty: 1051.265381
	Iteration 18Q: 3 clusters Score -4875747 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -4876782.000000 Penalty: 1051.265381
	Iteration 19Q: 3 clusters Score -4876782 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -4877708.500000 Penalty: 1051.265381
	Iteration 20F: 3 clusters Score -4877708 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -4878484.000000 Penalty: 1051.265381
	Iteration 21Q: 3 clusters Score -4878484 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -4879216.000000 Penalty: 1051.265381
	Iteration 22Q: 3 clusters Score -4879216 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -4879766.500000 Penalty: 1051.265381
	Iteration 23Q: 3 clusters Score -4879766 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -4880099.000000 Penalty: 1051.265381
	Iteration 24Q: 3 clusters Score -4880099 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103889 members 
Entering Unmasked Estep 
Score: -4880232.500000 Penalty: 1051.265381
	Iteration 25Q: 3 clusters Score -4880232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -4880303.000000 Penalty: 1051.265381
	Iteration 26Q: 3 clusters Score -4880303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -4880321.500000 Penalty: 1051.265381
	Iteration 27Q: 3 clusters Score -4880322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -4880335.500000 Penalty: 1051.265381
	Iteration 28Q: 3 clusters Score -4880336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -4880342.000000 Penalty: 1051.265381
	Iteration 29Q: 3 clusters Score -4880342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -4880342.000000 Penalty: 1051.265381
	Iteration 30Q: 3 clusters Score -4880342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -4880342.000000 Penalty: 1051.265381
	Iteration 31F: 3 clusters Score -4880342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -124105.289062 Penalty: 360.693268
	Iteration 0F: 2 clusters Score -124105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -122144.726562 Penalty: 721.386536
	Iteration 0F: 3 clusters Score -122144.7 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -122785.554688 Penalty: 721.386536
	Iteration 1F: 3 clusters Score -122785.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -122892.718750 Penalty: 721.386536
	Iteration 2F: 3 clusters Score -122892.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -123010.468750 Penalty: 721.386536
	Iteration 3F: 3 clusters Score -123010.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -123165.773438 Penalty: 721.386536
	Iteration 4F: 3 clusters Score -123165.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -123316.039062 Penalty: 721.386536
	Iteration 5F: 3 clusters Score -123316 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -123482.953125 Penalty: 721.386536
	Iteration 6F: 3 clusters Score -123483 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -123603.562500 Penalty: 721.386536
	Iteration 7F: 3 clusters Score -123603.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -123689.625000 Penalty: 721.386536
	Iteration 8Q: 3 clusters Score -123689.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -123797.265625 Penalty: 721.386536
	Iteration 9Q: 3 clusters Score -123797.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -123942.515625 Penalty: 721.386536
	Iteration 10Q: 3 clusters Score -123942.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -124062.804688 Penalty: 721.386536
	Iteration 11Q: 3 clusters Score -124062.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -124126.164062 Penalty: 721.386536
	Iteration 12Q: 3 clusters Score -124126.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -124159.015625 Penalty: 721.386536
	Iteration 13Q: 3 clusters Score -124159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -124173.609375 Penalty: 721.386536
	Iteration 14Q: 3 clusters Score -124173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124182.929688 Penalty: 721.386536
	Iteration 15Q: 3 clusters Score -124182.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -124190.132812 Penalty: 721.386536
	Iteration 16Q: 3 clusters Score -124190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -124194.281250 Penalty: 721.386536
	Iteration 17Q: 3 clusters Score -124194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -124197.375000 Penalty: 721.386536
	Iteration 18Q: 3 clusters Score -124197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -124199.140625 Penalty: 721.386536
	Iteration 19Q: 3 clusters Score -124199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -124199.734375 Penalty: 721.386536
	Iteration 20F: 3 clusters Score -124199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -124201.031250 Penalty: 721.386536
	Iteration 21Q: 3 clusters Score -124201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -124202.414062 Penalty: 721.386536
	Iteration 22Q: 3 clusters Score -124202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -124203.234375 Penalty: 721.386536
	Iteration 23Q: 3 clusters Score -124203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -124204.265625 Penalty: 721.386536
	Iteration 24Q: 3 clusters Score -124204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -124205.015625 Penalty: 721.386536
	Iteration 25Q: 3 clusters Score -124205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -124205.171875 Penalty: 721.386536
	Iteration 26Q: 3 clusters Score -124205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -124205.039062 Penalty: 721.386536
	Iteration 27Q: 3 clusters Score -124205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124205.695312 Penalty: 721.386536
	Iteration 28Q: 3 clusters Score -124205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124205.695312 Penalty: 721.386536
	Iteration 29F: 3 clusters Score -124205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 192225 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73368 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 1435 members 
Entering Unmasked Estep 
Score: -23234472.000000 Penalty: 16169.891602
Splitting cluster 11 changes total score from -23234428.000000 to -23234472.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -39415.933594 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -39415.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38616.070312 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -38616.07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -38834.554688 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -38834.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38888.183594 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -38888.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38939.496094 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -38939.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39000.882812 Penalty: 624.510925
	Iteration 4F: 3 clusters Score -39000.88 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -39073.328125 Penalty: 624.510925
	Iteration 5F: 3 clusters Score -39073.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39149.843750 Penalty: 624.510925
	Iteration 6F: 3 clusters Score -39149.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39220.773438 Penalty: 624.510925
	Iteration 7F: 3 clusters Score -39220.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39272.539062 Penalty: 624.510925
	Iteration 8F: 3 clusters Score -39272.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -39296.488281 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -39296.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -39311.867188 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -39311.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39322.328125 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -39322.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39325.683594 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -39325.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39330.195312 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -39330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39334.195312 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -39334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39337.269531 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -39337.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39339.429688 Penalty: 624.510925
	Iteration 16Q: 3 clusters Score -39339.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39341.339844 Penalty: 624.510925
	Iteration 17Q: 3 clusters Score -39341.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39342.769531 Penalty: 624.510925
	Iteration 18Q: 3 clusters Score -39342.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39344.953125 Penalty: 624.510925
	Iteration 19Q: 3 clusters Score -39344.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -39347.667969 Penalty: 624.510925
	Iteration 20F: 3 clusters Score -39347.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39350.464844 Penalty: 624.510925
	Iteration 21Q: 3 clusters Score -39350.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39351.421875 Penalty: 624.510925
	Iteration 22Q: 3 clusters Score -39351.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39352.820312 Penalty: 624.510925
	Iteration 23Q: 3 clusters Score -39352.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39353.378906 Penalty: 624.510925
	Iteration 24Q: 3 clusters Score -39353.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39354.054688 Penalty: 624.510925
	Iteration 25Q: 3 clusters Score -39354.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39354.671875 Penalty: 624.510925
	Iteration 26Q: 3 clusters Score -39354.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39354.753906 Penalty: 624.510925
	Iteration 27Q: 3 clusters Score -39354.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39354.753906 Penalty: 624.510925
	Iteration 28F: 3 clusters Score -39354.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -9645.425781 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -9645.426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9331.931641 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -9331.932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9484.807617 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -9484.808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9525.007812 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -9525.008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9542.410156 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -9542.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9548.713867 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -9548.714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9563.418945 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -9563.419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9563.892578 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -9563.893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9563.892578 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -9563.893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6065.685547 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6065.686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6134.463379 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6134.463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6164.673828 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6164.674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6185.357422 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6185.357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6198.341797 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6198.342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6202.863281 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6202.863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6212.601074 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6212.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6216.784668 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6216.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6219.640137 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6219.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6222.333496 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6222.333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6223.349121 Penalty: 454.129395
	Iteration 10Q: 3 clusters Score -6223.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6225.070312 Penalty: 454.129395
	Iteration 11Q: 3 clusters Score -6225.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6228.148438 Penalty: 454.129395
	Iteration 12Q: 3 clusters Score -6228.148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6229.229980 Penalty: 454.129395
	Iteration 13Q: 3 clusters Score -6229.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6229.229980 Penalty: 454.129395
	Iteration 14F: 3 clusters Score -6229.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -189719.765625 Penalty: 375.911194
	Iteration 0F: 2 clusters Score -189719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -187061.140625 Penalty: 751.822388
	Iteration 0F: 3 clusters Score -187061.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -188016.562500 Penalty: 751.822388
	Iteration 1F: 3 clusters Score -188016.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -188170.359375 Penalty: 751.822388
	Iteration 2F: 3 clusters Score -188170.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -188355.531250 Penalty: 751.822388
	Iteration 3F: 3 clusters Score -188355.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -188532.781250 Penalty: 751.822388
	Iteration 4F: 3 clusters Score -188532.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -188735.828125 Penalty: 751.822388
	Iteration 5F: 3 clusters Score -188735.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -188919.843750 Penalty: 751.822388
	Iteration 6F: 3 clusters Score -188919.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -189065.187500 Penalty: 751.822388
	Iteration 7Q: 3 clusters Score -189065.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -189141.234375 Penalty: 751.822388
	Iteration 8Q: 3 clusters Score -189141.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -189184.312500 Penalty: 751.822388
	Iteration 9Q: 3 clusters Score -189184.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -189208.015625 Penalty: 751.822388
	Iteration 10Q: 3 clusters Score -189208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -189220.812500 Penalty: 751.822388
	Iteration 11Q: 3 clusters Score -189220.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -189233.359375 Penalty: 751.822388
	Iteration 12Q: 3 clusters Score -189233.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -189242.515625 Penalty: 751.822388
	Iteration 13Q: 3 clusters Score -189242.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -189251.562500 Penalty: 751.822388
	Iteration 14Q: 3 clusters Score -189251.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -189257.859375 Penalty: 751.822388
	Iteration 15Q: 3 clusters Score -189257.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -189261.203125 Penalty: 751.822388
	Iteration 16Q: 3 clusters Score -189261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189264.593750 Penalty: 751.822388
	Iteration 17Q: 3 clusters Score -189264.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -189267.625000 Penalty: 751.822388
	Iteration 18Q: 3 clusters Score -189267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -189272.125000 Penalty: 751.822388
	Iteration 19Q: 3 clusters Score -189272.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -189275.359375 Penalty: 751.822388
	Iteration 20F: 3 clusters Score -189275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -189278.718750 Penalty: 751.822388
	Iteration 21Q: 3 clusters Score -189278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189280.390625 Penalty: 751.822388
	Iteration 22Q: 3 clusters Score -189280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -189282.296875 Penalty: 751.822388
	Iteration 23Q: 3 clusters Score -189282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189283.968750 Penalty: 751.822388
	Iteration 24Q: 3 clusters Score -189284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189286.031250 Penalty: 751.822388
	Iteration 25Q: 3 clusters Score -189286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -189287.500000 Penalty: 751.822388
	Iteration 26Q: 3 clusters Score -189287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189290.671875 Penalty: 751.822388
	Iteration 27Q: 3 clusters Score -189290.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189295.171875 Penalty: 751.822388
	Iteration 28Q: 3 clusters Score -189295.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -189299.828125 Penalty: 751.822388
	Iteration 29Q: 3 clusters Score -189299.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -189305.781250 Penalty: 751.822388
	Iteration 30Q: 3 clusters Score -189305.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189311.265625 Penalty: 751.822388
	Iteration 31Q: 3 clusters Score -189311.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -189317.625000 Penalty: 751.822388
	Iteration 32Q: 3 clusters Score -189317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -189323.484375 Penalty: 751.822388
	Iteration 33Q: 3 clusters Score -189323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189330.328125 Penalty: 751.822388
	Iteration 34Q: 3 clusters Score -189330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189334.046875 Penalty: 751.822388
	Iteration 35Q: 3 clusters Score -189334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -189337.765625 Penalty: 751.822388
	Iteration 36Q: 3 clusters Score -189337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189342.453125 Penalty: 751.822388
	Iteration 37Q: 3 clusters Score -189342.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189348.203125 Penalty: 751.822388
	Iteration 38Q: 3 clusters Score -189348.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189350.578125 Penalty: 751.822388
	Iteration 39Q: 3 clusters Score -189350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189354.390625 Penalty: 751.822388
	Iteration 40F: 3 clusters Score -189354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -189358.187500 Penalty: 751.822388
	Iteration 41Q: 3 clusters Score -189358.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -189362.281250 Penalty: 751.822388
	Iteration 42Q: 3 clusters Score -189362.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189364.906250 Penalty: 751.822388
	Iteration 43Q: 3 clusters Score -189364.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -189367.453125 Penalty: 751.822388
	Iteration 44Q: 3 clusters Score -189367.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189370.281250 Penalty: 751.822388
	Iteration 45Q: 3 clusters Score -189370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -189373.593750 Penalty: 751.822388
	Iteration 46Q: 3 clusters Score -189373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -189375.109375 Penalty: 751.822388
	Iteration 47Q: 3 clusters Score -189375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -189377.093750 Penalty: 751.822388
	Iteration 48Q: 3 clusters Score -189377.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -189378.500000 Penalty: 751.822388
	Iteration 49Q: 3 clusters Score -189378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -189381.546875 Penalty: 751.822388
	Iteration 50Q: 3 clusters Score -189381.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189383.390625 Penalty: 751.822388
	Iteration 51Q: 3 clusters Score -189383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189384.656250 Penalty: 751.822388
	Iteration 52Q: 3 clusters Score -189384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -189385.453125 Penalty: 751.822388
	Iteration 53Q: 3 clusters Score -189385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -189387.218750 Penalty: 751.822388
	Iteration 54Q: 3 clusters Score -189387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -189388.484375 Penalty: 751.822388
	Iteration 55Q: 3 clusters Score -189388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -189389.656250 Penalty: 751.822388
	Iteration 56Q: 3 clusters Score -189389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -189390.171875 Penalty: 751.822388
	Iteration 57Q: 3 clusters Score -189390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189391.015625 Penalty: 751.822388
	Iteration 58Q: 3 clusters Score -189391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -189391.171875 Penalty: 751.822388
	Iteration 59Q: 3 clusters Score -189391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -189391.375000 Penalty: 751.822388
	Iteration 60F: 3 clusters Score -189391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -189391.703125 Penalty: 751.822388
	Iteration 61Q: 3 clusters Score -189391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -189392.000000 Penalty: 751.822388
	Iteration 62Q: 3 clusters Score -189392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -189392.390625 Penalty: 751.822388
	Iteration 63Q: 3 clusters Score -189392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -189392.750000 Penalty: 751.822388
	Iteration 64Q: 3 clusters Score -189392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -189393.093750 Penalty: 751.822388
	Iteration 65Q: 3 clusters Score -189393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -189393.296875 Penalty: 751.822388
	Iteration 66Q: 3 clusters Score -189393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -189393.093750 Penalty: 751.822388
	Iteration 67Q: 3 clusters Score -189393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -189393.156250 Penalty: 751.822388
	Iteration 68Q: 3 clusters Score -189393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -189393.796875 Penalty: 751.822388
	Iteration 69Q: 3 clusters Score -189393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -189393.781250 Penalty: 751.822388
	Iteration 70Q: 3 clusters Score -189393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -189393.718750 Penalty: 751.822388
	Iteration 71Q: 3 clusters Score -189393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -189394.187500 Penalty: 751.822388
	Iteration 72Q: 3 clusters Score -189394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -189394.718750 Penalty: 751.822388
	Iteration 73Q: 3 clusters Score -189394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -189395.250000 Penalty: 751.822388
	Iteration 74Q: 3 clusters Score -189395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -189395.703125 Penalty: 751.822388
	Iteration 75Q: 3 clusters Score -189395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -189395.687500 Penalty: 751.822388
	Iteration 76Q: 3 clusters Score -189395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -189395.687500 Penalty: 751.822388
	Iteration 77F: 3 clusters Score -189395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -156323.953125 Penalty: 366.581848
	Iteration 0F: 2 clusters Score -156324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -154088.281250 Penalty: 733.163696
	Iteration 0F: 3 clusters Score -154088.3 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -154893.281250 Penalty: 733.163696
	Iteration 1F: 3 clusters Score -154893.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -155005.281250 Penalty: 733.163696
	Iteration 2F: 3 clusters Score -155005.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -155087.265625 Penalty: 733.163696
	Iteration 3F: 3 clusters Score -155087.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -155172.312500 Penalty: 733.163696
	Iteration 4Q: 3 clusters Score -155172.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -155275.781250 Penalty: 733.163696
	Iteration 5F: 3 clusters Score -155275.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -155408.375000 Penalty: 733.163696
	Iteration 6F: 3 clusters Score -155408.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -155537.546875 Penalty: 733.163696
	Iteration 7F: 3 clusters Score -155537.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -155611.828125 Penalty: 733.163696
	Iteration 8Q: 3 clusters Score -155611.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -155644.343750 Penalty: 733.163696
	Iteration 9Q: 3 clusters Score -155644.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -155672.281250 Penalty: 733.163696
	Iteration 10Q: 3 clusters Score -155672.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -155695.546875 Penalty: 733.163696
	Iteration 11Q: 3 clusters Score -155695.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -155712.359375 Penalty: 733.163696
	Iteration 12Q: 3 clusters Score -155712.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -155725.187500 Penalty: 733.163696
	Iteration 13Q: 3 clusters Score -155725.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -155740.359375 Penalty: 733.163696
	Iteration 14Q: 3 clusters Score -155740.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -155753.875000 Penalty: 733.163696
	Iteration 15Q: 3 clusters Score -155753.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -155765.531250 Penalty: 733.163696
	Iteration 16Q: 3 clusters Score -155765.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -155778.828125 Penalty: 733.163696
	Iteration 17Q: 3 clusters Score -155778.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -155786.140625 Penalty: 733.163696
	Iteration 18Q: 3 clusters Score -155786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -155793.265625 Penalty: 733.163696
	Iteration 19Q: 3 clusters Score -155793.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -155798.937500 Penalty: 733.163696
	Iteration 20F: 3 clusters Score -155798.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -155805.093750 Penalty: 733.163696
	Iteration 21Q: 3 clusters Score -155805.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -155809.078125 Penalty: 733.163696
	Iteration 22Q: 3 clusters Score -155809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -155815.812500 Penalty: 733.163696
	Iteration 23Q: 3 clusters Score -155815.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -155822.750000 Penalty: 733.163696
	Iteration 24Q: 3 clusters Score -155822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -155830.671875 Penalty: 733.163696
	Iteration 25Q: 3 clusters Score -155830.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -155835.015625 Penalty: 733.163696
	Iteration 26Q: 3 clusters Score -155835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -155838.125000 Penalty: 733.163696
	Iteration 27Q: 3 clusters Score -155838.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -155842.578125 Penalty: 733.163696
	Iteration 28Q: 3 clusters Score -155842.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -155848.328125 Penalty: 733.163696
	Iteration 29Q: 3 clusters Score -155848.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -155852.859375 Penalty: 733.163696
	Iteration 30Q: 3 clusters Score -155852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -155855.859375 Penalty: 733.163696
	Iteration 31Q: 3 clusters Score -155855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -155857.718750 Penalty: 733.163696
	Iteration 32Q: 3 clusters Score -155857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -155859.828125 Penalty: 733.163696
	Iteration 33Q: 3 clusters Score -155859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -155860.625000 Penalty: 733.163696
	Iteration 34Q: 3 clusters Score -155860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -155861.578125 Penalty: 733.163696
	Iteration 35Q: 3 clusters Score -155861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -155862.453125 Penalty: 733.163696
	Iteration 36Q: 3 clusters Score -155862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -155863.125000 Penalty: 733.163696
	Iteration 37Q: 3 clusters Score -155863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -155863.656250 Penalty: 733.163696
	Iteration 38Q: 3 clusters Score -155863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -155863.984375 Penalty: 733.163696
	Iteration 39Q: 3 clusters Score -155864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -155864.125000 Penalty: 733.163696
	Iteration 40F: 3 clusters Score -155864.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -155864.250000 Penalty: 733.163696
	Iteration 41Q: 3 clusters Score -155864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -155864.250000 Penalty: 733.163696
	Iteration 42F: 3 clusters Score -155864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -190902.812500 Penalty: 375.899445
	Iteration 0F: 2 clusters Score -190902.8 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 1976 members 
Entering Unmasked Estep 
Score: -188274.750000 Penalty: 751.798889
	Iteration 0F: 3 clusters Score -188274.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -189313.687500 Penalty: 751.798889
	Iteration 1F: 3 clusters Score -189313.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -189548.515625 Penalty: 751.798889
	Iteration 2F: 3 clusters Score -189548.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -189799.265625 Penalty: 751.798889
	Iteration 3F: 3 clusters Score -189799.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -190047.000000 Penalty: 751.798889
	Iteration 4F: 3 clusters Score -190047 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -190281.671875 Penalty: 751.798889
	Iteration 5F: 3 clusters Score -190281.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -190424.687500 Penalty: 751.798889
	Iteration 6Q: 3 clusters Score -190424.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -190491.312500 Penalty: 751.798889
	Iteration 7Q: 3 clusters Score -190491.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -190532.687500 Penalty: 751.798889
	Iteration 8Q: 3 clusters Score -190532.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -190560.109375 Penalty: 751.798889
	Iteration 9Q: 3 clusters Score -190560.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -190580.953125 Penalty: 751.798889
	Iteration 10Q: 3 clusters Score -190581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -190587.484375 Penalty: 751.798889
	Iteration 11Q: 3 clusters Score -190587.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -190594.046875 Penalty: 751.798889
	Iteration 12Q: 3 clusters Score -190594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -190602.281250 Penalty: 751.798889
	Iteration 13Q: 3 clusters Score -190602.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -190611.703125 Penalty: 751.798889
	Iteration 14Q: 3 clusters Score -190611.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -190625.937500 Penalty: 751.798889
	Iteration 15Q: 3 clusters Score -190625.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -190636.921875 Penalty: 751.798889
	Iteration 16Q: 3 clusters Score -190636.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -190645.796875 Penalty: 751.798889
	Iteration 17Q: 3 clusters Score -190645.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -190654.125000 Penalty: 751.798889
	Iteration 18Q: 3 clusters Score -190654.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -190662.390625 Penalty: 751.798889
	Iteration 19Q: 3 clusters Score -190662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -190668.156250 Penalty: 751.798889
	Iteration 20F: 3 clusters Score -190668.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -190674.843750 Penalty: 751.798889
	Iteration 21Q: 3 clusters Score -190674.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -190680.687500 Penalty: 751.798889
	Iteration 22Q: 3 clusters Score -190680.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -190683.187500 Penalty: 751.798889
	Iteration 23Q: 3 clusters Score -190683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -190688.125000 Penalty: 751.798889
	Iteration 24Q: 3 clusters Score -190688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -190690.312500 Penalty: 751.798889
	Iteration 25Q: 3 clusters Score -190690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -190691.000000 Penalty: 751.798889
	Iteration 26Q: 3 clusters Score -190691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -190691.859375 Penalty: 751.798889
	Iteration 27Q: 3 clusters Score -190691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -190692.312500 Penalty: 751.798889
	Iteration 28Q: 3 clusters Score -190692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -190692.578125 Penalty: 751.798889
	Iteration 29Q: 3 clusters Score -190692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -190692.765625 Penalty: 751.798889
	Iteration 30Q: 3 clusters Score -190692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -190692.765625 Penalty: 751.798889
	Iteration 31F: 3 clusters Score -190692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10187.132812 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10187.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10247.788086 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10247.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10262.615234 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10262.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10281.987305 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -10281.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10291.798828 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10293.708984 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10293.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10295.212891 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -10295.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10298.309570 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -10298.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10299.694336 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -10299.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10299.694336 Penalty: 503.897430
	Iteration 9F: 3 clusters Score -10299.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Entering Unmasked Estep 
Score: -3520366.500000 Penalty: 509.747559
	Iteration 0F: 2 clusters Score -3520366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -3470810.750000 Penalty: 1019.495117
	Iteration 0F: 3 clusters Score -3470811 nChanged 35610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3491765.250000 Penalty: 1019.495117
	Iteration 1F: 3 clusters Score -3491765 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3492542.500000 Penalty: 1019.495117
	Iteration 2Q: 3 clusters Score -3492542 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3493723.250000 Penalty: 1019.495117
	Iteration 3Q: 3 clusters Score -3493723 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3495518.250000 Penalty: 1019.495117
	Iteration 4Q: 3 clusters Score -3495518 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3498203.250000 Penalty: 1019.495117
	Iteration 5F: 3 clusters Score -3498203 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3502063.250000 Penalty: 1019.495117
	Iteration 6F: 3 clusters Score -3502063 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -3506060.750000 Penalty: 1019.495117
	Iteration 7F: 3 clusters Score -3506061 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3508787.250000 Penalty: 1019.495117
	Iteration 8F: 3 clusters Score -3508787 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3510202.750000 Penalty: 1019.495117
	Iteration 9Q: 3 clusters Score -3510203 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3511011.250000 Penalty: 1019.495117
	Iteration 10Q: 3 clusters Score -3511011 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3511641.250000 Penalty: 1019.495117
	Iteration 11Q: 3 clusters Score -3511641 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3512328.750000 Penalty: 1019.495117
	Iteration 12Q: 3 clusters Score -3512329 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61954 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3513046.500000 Penalty: 1019.495117
	Iteration 13Q: 3 clusters Score -3513046 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3513904.250000 Penalty: 1019.495117
	Iteration 14Q: 3 clusters Score -3513904 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3514800.500000 Penalty: 1019.495117
	Iteration 15Q: 3 clusters Score -3514800 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3515667.000000 Penalty: 1019.495117
	Iteration 16Q: 3 clusters Score -3515667 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3516478.750000 Penalty: 1019.495117
	Iteration 17Q: 3 clusters Score -3516479 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3517296.750000 Penalty: 1019.495117
	Iteration 18Q: 3 clusters Score -3517297 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70258 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3517991.750000 Penalty: 1019.495117
	Iteration 19Q: 3 clusters Score -3517992 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3518554.000000 Penalty: 1019.495117
	Iteration 20F: 3 clusters Score -3518554 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3518951.750000 Penalty: 1019.495117
	Iteration 21Q: 3 clusters Score -3518952 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3519263.750000 Penalty: 1019.495117
	Iteration 22Q: 3 clusters Score -3519264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3519488.750000 Penalty: 1019.495117
	Iteration 23Q: 3 clusters Score -3519489 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3519643.750000 Penalty: 1019.495117
	Iteration 24Q: 3 clusters Score -3519644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3519726.000000 Penalty: 1019.495117
	Iteration 25Q: 3 clusters Score -3519726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3519795.500000 Penalty: 1019.495117
	Iteration 26Q: 3 clusters Score -3519796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3519846.000000 Penalty: 1019.495117
	Iteration 27Q: 3 clusters Score -3519846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3519868.500000 Penalty: 1019.495117
	Iteration 28Q: 3 clusters Score -3519868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3519892.250000 Penalty: 1019.495117
	Iteration 29Q: 3 clusters Score -3519892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3519903.000000 Penalty: 1019.495117
	Iteration 30Q: 3 clusters Score -3519903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3519911.750000 Penalty: 1019.495117
	Iteration 31Q: 3 clusters Score -3519912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -3519924.750000 Penalty: 1019.495117
	Iteration 32Q: 3 clusters Score -3519925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3519929.500000 Penalty: 1019.495117
	Iteration 33Q: 3 clusters Score -3519930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3519933.250000 Penalty: 1019.495117
	Iteration 34Q: 3 clusters Score -3519933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3519932.000000 Penalty: 1019.495117
	Iteration 35Q: 3 clusters Score -3519932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3519932.000000 Penalty: 1019.495117
	Iteration 36Q: 3 clusters Score -3519932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3519932.000000 Penalty: 1019.495117
	Iteration 37F: 3 clusters Score -3519932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -107970.859375 Penalty: 351.702972
	Iteration 0F: 2 clusters Score -107970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -106345.562500 Penalty: 703.405945
	Iteration 0F: 3 clusters Score -106345.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -106859.617188 Penalty: 703.405945
	Iteration 1F: 3 clusters Score -106859.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -106910.164062 Penalty: 703.405945
	Iteration 2F: 3 clusters Score -106910.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -106959.390625 Penalty: 703.405945
	Iteration 3Q: 3 clusters Score -106959.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -106988.695312 Penalty: 703.405945
	Iteration 4Q: 3 clusters Score -106988.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -107015.851562 Penalty: 703.405945
	Iteration 5Q: 3 clusters Score -107015.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -107044.007812 Penalty: 703.405945
	Iteration 6Q: 3 clusters Score -107044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -107076.742188 Penalty: 703.405945
	Iteration 7Q: 3 clusters Score -107076.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -107108.328125 Penalty: 703.405945
	Iteration 8Q: 3 clusters Score -107108.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -107140.351562 Penalty: 703.405945
	Iteration 9Q: 3 clusters Score -107140.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -107164.117188 Penalty: 703.405945
	Iteration 10Q: 3 clusters Score -107164.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -107184.843750 Penalty: 703.405945
	Iteration 11Q: 3 clusters Score -107184.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -107204.195312 Penalty: 703.405945
	Iteration 12Q: 3 clusters Score -107204.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -107219.375000 Penalty: 703.405945
	Iteration 13Q: 3 clusters Score -107219.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -107232.148438 Penalty: 703.405945
	Iteration 14Q: 3 clusters Score -107232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -107250.492188 Penalty: 703.405945
	Iteration 15Q: 3 clusters Score -107250.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -107275.343750 Penalty: 703.405945
	Iteration 16Q: 3 clusters Score -107275.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -107303.140625 Penalty: 703.405945
	Iteration 17Q: 3 clusters Score -107303.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -107338.210938 Penalty: 703.405945
	Iteration 18Q: 3 clusters Score -107338.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -107366.414062 Penalty: 703.405945
	Iteration 19Q: 3 clusters Score -107366.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -107387.000000 Penalty: 703.405945
	Iteration 20F: 3 clusters Score -107387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -107398.421875 Penalty: 703.405945
	Iteration 21Q: 3 clusters Score -107398.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -107410.289062 Penalty: 703.405945
	Iteration 22Q: 3 clusters Score -107410.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -107421.773438 Penalty: 703.405945
	Iteration 23Q: 3 clusters Score -107421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -107432.820312 Penalty: 703.405945
	Iteration 24Q: 3 clusters Score -107432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -107444.953125 Penalty: 703.405945
	Iteration 25Q: 3 clusters Score -107445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -107453.132812 Penalty: 703.405945
	Iteration 26Q: 3 clusters Score -107453.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -107461.171875 Penalty: 703.405945
	Iteration 27Q: 3 clusters Score -107461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -107467.820312 Penalty: 703.405945
	Iteration 28Q: 3 clusters Score -107467.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107473.703125 Penalty: 703.405945
	Iteration 29Q: 3 clusters Score -107473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -107479.695312 Penalty: 703.405945
	Iteration 30Q: 3 clusters Score -107479.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107483.320312 Penalty: 703.405945
	Iteration 31Q: 3 clusters Score -107483.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -107487.257812 Penalty: 703.405945
	Iteration 32Q: 3 clusters Score -107487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -107491.343750 Penalty: 703.405945
	Iteration 33Q: 3 clusters Score -107491.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107495.046875 Penalty: 703.405945
	Iteration 34Q: 3 clusters Score -107495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -107497.367188 Penalty: 703.405945
	Iteration 35Q: 3 clusters Score -107497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -107500.718750 Penalty: 703.405945
	Iteration 36Q: 3 clusters Score -107500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107502.742188 Penalty: 703.405945
	Iteration 37Q: 3 clusters Score -107502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -107504.507812 Penalty: 703.405945
	Iteration 38Q: 3 clusters Score -107504.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107508.125000 Penalty: 703.405945
	Iteration 39Q: 3 clusters Score -107508.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107515.406250 Penalty: 703.405945
	Iteration 40F: 3 clusters Score -107515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -107522.632812 Penalty: 703.405945
	Iteration 41Q: 3 clusters Score -107522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107530.835938 Penalty: 703.405945
	Iteration 42Q: 3 clusters Score -107530.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -107538.632812 Penalty: 703.405945
	Iteration 43Q: 3 clusters Score -107538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -107542.312500 Penalty: 703.405945
	Iteration 44Q: 3 clusters Score -107542.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107546.039062 Penalty: 703.405945
	Iteration 45Q: 3 clusters Score -107546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -107549.781250 Penalty: 703.405945
	Iteration 46Q: 3 clusters Score -107549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107553.523438 Penalty: 703.405945
	Iteration 47Q: 3 clusters Score -107553.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107557.960938 Penalty: 703.405945
	Iteration 48Q: 3 clusters Score -107558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107563.171875 Penalty: 703.405945
	Iteration 49Q: 3 clusters Score -107563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107566.281250 Penalty: 703.405945
	Iteration 50Q: 3 clusters Score -107566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107568.234375 Penalty: 703.405945
	Iteration 51Q: 3 clusters Score -107568.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107572.250000 Penalty: 703.405945
	Iteration 52Q: 3 clusters Score -107572.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107576.687500 Penalty: 703.405945
	Iteration 53Q: 3 clusters Score -107576.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107579.304688 Penalty: 703.405945
	Iteration 54Q: 3 clusters Score -107579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107581.468750 Penalty: 703.405945
	Iteration 55Q: 3 clusters Score -107581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107583.671875 Penalty: 703.405945
	Iteration 56Q: 3 clusters Score -107583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107585.156250 Penalty: 703.405945
	Iteration 57Q: 3 clusters Score -107585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107586.898438 Penalty: 703.405945
	Iteration 58Q: 3 clusters Score -107586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107588.437500 Penalty: 703.405945
	Iteration 59Q: 3 clusters Score -107588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107590.500000 Penalty: 703.405945
	Iteration 60F: 3 clusters Score -107590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107592.703125 Penalty: 703.405945
	Iteration 61Q: 3 clusters Score -107592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107595.046875 Penalty: 703.405945
	Iteration 62Q: 3 clusters Score -107595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107597.390625 Penalty: 703.405945
	Iteration 63Q: 3 clusters Score -107597.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107600.679688 Penalty: 703.405945
	Iteration 64Q: 3 clusters Score -107600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107603.421875 Penalty: 703.405945
	Iteration 65Q: 3 clusters Score -107603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107605.101562 Penalty: 703.405945
	Iteration 66Q: 3 clusters Score -107605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107606.593750 Penalty: 703.405945
	Iteration 67Q: 3 clusters Score -107606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107608.335938 Penalty: 703.405945
	Iteration 68Q: 3 clusters Score -107608.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -107610.828125 Penalty: 703.405945
	Iteration 69Q: 3 clusters Score -107610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107615.640625 Penalty: 703.405945
	Iteration 70Q: 3 clusters Score -107615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107620.906250 Penalty: 703.405945
	Iteration 71Q: 3 clusters Score -107620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -107626.109375 Penalty: 703.405945
	Iteration 72Q: 3 clusters Score -107626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107629.812500 Penalty: 703.405945
	Iteration 73Q: 3 clusters Score -107629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -107631.281250 Penalty: 703.405945
	Iteration 74Q: 3 clusters Score -107631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -107632.140625 Penalty: 703.405945
	Iteration 75Q: 3 clusters Score -107632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107633.273438 Penalty: 703.405945
	Iteration 76Q: 3 clusters Score -107633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107635.703125 Penalty: 703.405945
	Iteration 77Q: 3 clusters Score -107635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107636.500000 Penalty: 703.405945
	Iteration 78Q: 3 clusters Score -107636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -107637.445312 Penalty: 703.405945
	Iteration 79Q: 3 clusters Score -107637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -107638.656250 Penalty: 703.405945
	Iteration 80F: 3 clusters Score -107638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -19878.927734 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -19878.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19433.982422 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -19433.98 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19548.806641 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -19548.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19571.714844 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -19571.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19590.498047 Penalty: 555.332825
	Iteration 3Q: 3 clusters Score -19590.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19602.101562 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -19602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19610.646484 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -19610.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19621.644531 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -19621.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19631.703125 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -19631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19635.974609 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -19635.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19640.716797 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -19640.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19644.183594 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -19644.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19645.996094 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -19646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19648.685547 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -19648.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19653.384766 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -19653.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19656.833984 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -19656.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19658.773438 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -19658.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19661.380859 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -19661.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19663.849609 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -19663.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19668.158203 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -19668.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19668.158203 Penalty: 555.332825
	Iteration 19F: 3 clusters Score -19668.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -251748.265625 Penalty: 392.947998
	Iteration 0F: 2 clusters Score -251748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -248008.328125 Penalty: 785.895996
	Iteration 0F: 3 clusters Score -248008.3 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -249444.703125 Penalty: 785.895996
	Iteration 1F: 3 clusters Score -249444.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -249643.078125 Penalty: 785.895996
	Iteration 2F: 3 clusters Score -249643.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -249851.031250 Penalty: 785.895996
	Iteration 3F: 3 clusters Score -249851 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -250083.078125 Penalty: 785.895996
	Iteration 4F: 3 clusters Score -250083.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -250311.453125 Penalty: 785.895996
	Iteration 5F: 3 clusters Score -250311.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -250560.406250 Penalty: 785.895996
	Iteration 6F: 3 clusters Score -250560.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -250773.515625 Penalty: 785.895996
	Iteration 7F: 3 clusters Score -250773.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -250895.765625 Penalty: 785.895996
	Iteration 8Q: 3 clusters Score -250895.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -250959.468750 Penalty: 785.895996
	Iteration 9Q: 3 clusters Score -250959.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -251011.906250 Penalty: 785.895996
	Iteration 10Q: 3 clusters Score -251011.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -251056.671875 Penalty: 785.895996
	Iteration 11Q: 3 clusters Score -251056.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251120.031250 Penalty: 785.895996
	Iteration 12Q: 3 clusters Score -251120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251224.625000 Penalty: 785.895996
	Iteration 13Q: 3 clusters Score -251224.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -251407.015625 Penalty: 785.895996
	Iteration 14Q: 3 clusters Score -251407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -251453.390625 Penalty: 785.895996
	Iteration 15Q: 3 clusters Score -251453.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -251466.390625 Penalty: 785.895996
	Iteration 16Q: 3 clusters Score -251466.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251472.703125 Penalty: 785.895996
	Iteration 17Q: 3 clusters Score -251472.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -251477.843750 Penalty: 785.895996
	Iteration 18Q: 3 clusters Score -251477.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -251480.109375 Penalty: 785.895996
	Iteration 19Q: 3 clusters Score -251480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251482.375000 Penalty: 785.895996
	Iteration 20F: 3 clusters Score -251482.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251483.750000 Penalty: 785.895996
	Iteration 21Q: 3 clusters Score -251483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251484.375000 Penalty: 785.895996
	Iteration 22Q: 3 clusters Score -251484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251485.531250 Penalty: 785.895996
	Iteration 23Q: 3 clusters Score -251485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251486.203125 Penalty: 785.895996
	Iteration 24Q: 3 clusters Score -251486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251487.156250 Penalty: 785.895996
	Iteration 25Q: 3 clusters Score -251487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -251488.312500 Penalty: 785.895996
	Iteration 26Q: 3 clusters Score -251488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -251489.500000 Penalty: 785.895996
	Iteration 27Q: 3 clusters Score -251489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -251490.031250 Penalty: 785.895996
	Iteration 28Q: 3 clusters Score -251490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -251490.343750 Penalty: 785.895996
	Iteration 29Q: 3 clusters Score -251490.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251491.187500 Penalty: 785.895996
	Iteration 30Q: 3 clusters Score -251491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251491.828125 Penalty: 785.895996
	Iteration 31Q: 3 clusters Score -251491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251491.531250 Penalty: 785.895996
	Iteration 32Q: 3 clusters Score -251491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251492.062500 Penalty: 785.895996
	Iteration 33Q: 3 clusters Score -251492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -251492.062500 Penalty: 785.895996
	Iteration 34F: 3 clusters Score -251492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9193.739258 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9193.739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9251.401367 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9251.401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9270.873047 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9270.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9272.625977 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9272.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9272.625977 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -9272.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1784.418091 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1784.418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1816.230469 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1816.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29704.707031 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29704.71 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29924.439453 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29924.44 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29984.966797 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29984.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30036.138672 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -30036.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30057.126953 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -30057.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30077.367188 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30077.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30101.636719 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30101.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30113.351562 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30113.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30117.339844 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30117.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30118.554688 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30118.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30120.503906 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30123.105469 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30123.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30125.585938 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30125.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30126.623047 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30126.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30126.751953 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30126.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30126.751953 Penalty: 599.717407
	Iteration 15F: 3 clusters Score -30126.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 192225 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 887 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 31404 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 104023 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73368 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234690.000000 Penalty: 16169.891602
Iteration 199Q: 28 clusters Score -2.323469e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 191730 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 33447 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31411 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 104050 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73523 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 5640 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234916.000000 Penalty: 16169.891602
Iteration 200F: 28 clusters Score -2.323492e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 191099 members 
Mstep: Class 3 contains 1646 members 
Mstep: Class 4 contains 33473 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 104053 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73635 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 5631 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235044.000000 Penalty: 16169.891602
Iteration 201Q: 28 clusters Score -2.323504e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 190523 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 33501 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31431 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 104048 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 271 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3861 members 
Mstep: Class 16 contains 3179 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73760 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 5627 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235132.000000 Penalty: 16169.891602
Iteration 202Q: 28 clusters Score -2.323513e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 190010 members 
Mstep: Class 3 contains 1636 members 
Mstep: Class 4 contains 33532 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31443 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 104024 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 3994 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 73887 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235134.000000 Penalty: 16169.891602
Iteration 203Q: 28 clusters Score -2.323513e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 189565 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33558 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31454 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 103995 members 
Mstep: Class 11 contains 1395 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 272 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 3189 members 
Mstep: Class 17 contains 4028 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74020 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 448 members 
Mstep: Class 22 contains 5625 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235194.000000 Penalty: 16169.891602
Iteration 204Q: 28 clusters Score -2.323519e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 189176 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33578 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31464 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 103954 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 273 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 3190 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74146 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5620 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235198.000000 Penalty: 16169.891602
Iteration 205Q: 28 clusters Score -2.32352e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 188780 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33608 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31477 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 103908 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 3188 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74273 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5612 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235216.000000 Penalty: 16169.891602
Iteration 206Q: 28 clusters Score -2.323522e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 188398 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33640 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31490 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 103881 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74395 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5601 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235368.000000 Penalty: 16169.891602
Iteration 207Q: 28 clusters Score -2.323537e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 188063 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33672 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31496 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 103846 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 4144 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74518 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5588 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235380.000000 Penalty: 16169.891602
Iteration 208Q: 28 clusters Score -2.323538e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 187730 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33706 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31508 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 103816 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 3179 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74619 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5577 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235460.000000 Penalty: 16169.891602
Iteration 209Q: 28 clusters Score -2.323546e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 187380 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33751 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31523 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 103787 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74718 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235518.000000 Penalty: 16169.891602
Iteration 210Q: 28 clusters Score -2.323552e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 187070 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33794 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31539 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 103766 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74807 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5549 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235516.000000 Penalty: 16169.891602
Iteration 211Q: 28 clusters Score -2.323552e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 186776 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 33826 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31554 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 103748 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 278 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74887 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235584.000000 Penalty: 16169.891602
Iteration 212Q: 28 clusters Score -2.323558e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 186512 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 33850 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31566 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 103726 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 74958 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 5530 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235570.000000 Penalty: 16169.891602
Iteration 213Q: 28 clusters Score -2.323557e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 186281 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33871 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31583 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 103713 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75022 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5515 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235666.000000 Penalty: 16169.891602
Iteration 214Q: 28 clusters Score -2.323567e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 186061 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33881 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31591 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 103689 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75097 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5504 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235696.000000 Penalty: 16169.891602
Iteration 215Q: 28 clusters Score -2.32357e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 185869 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33888 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31599 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 103662 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 3158 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75154 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5497 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235730.000000 Penalty: 16169.891602
Iteration 216Q: 28 clusters Score -2.323573e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 185676 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33892 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31613 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 103638 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75214 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 217Q: 28 clusters Score -2.323574e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 185523 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33893 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31624 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 103621 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75261 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5477 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235760.000000 Penalty: 16169.891602
Iteration 218Q: 28 clusters Score -2.323576e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 185387 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33896 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31628 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 103608 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75305 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235688.000000 Penalty: 16169.891602
Iteration 219Q: 28 clusters Score -2.323569e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 185254 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33892 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31641 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 103586 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75351 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 5453 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235722.000000 Penalty: 16169.891602
Iteration 220F: 28 clusters Score -2.323572e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 185118 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33885 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31650 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 103570 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75399 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235722.000000 Penalty: 16169.891602
Iteration 221Q: 28 clusters Score -2.323572e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 184984 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33871 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31661 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 103546 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75451 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 222Q: 28 clusters Score -2.323574e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 184879 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33851 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31664 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 103527 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 4492 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75478 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235780.000000 Penalty: 16169.891602
Iteration 223Q: 28 clusters Score -2.323578e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 184757 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33840 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31671 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 103510 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 4517 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75507 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235838.000000 Penalty: 16169.891602
Iteration 224Q: 28 clusters Score -2.323584e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 184627 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 33838 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31675 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 103490 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75537 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235808.000000 Penalty: 16169.891602
Iteration 225Q: 28 clusters Score -2.323581e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 184502 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33836 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31683 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 103462 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75573 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 5424 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235902.000000 Penalty: 16169.891602
Iteration 226Q: 28 clusters Score -2.32359e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 184386 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33831 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31688 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 103427 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75610 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235900.000000 Penalty: 16169.891602
Iteration 227Q: 28 clusters Score -2.32359e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 184273 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33823 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31694 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 103395 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 3091 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75638 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235896.000000 Penalty: 16169.891602
Iteration 228Q: 28 clusters Score -2.32359e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 184178 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33811 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4151 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31700 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 103367 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75664 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235882.000000 Penalty: 16169.891602
Iteration 229Q: 28 clusters Score -2.323588e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 184088 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33795 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31704 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 103349 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 3091 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75680 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235894.000000 Penalty: 16169.891602
Iteration 230Q: 28 clusters Score -2.323589e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 184010 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33784 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31707 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 103328 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75707 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235880.000000 Penalty: 16169.891602
Iteration 231Q: 28 clusters Score -2.323588e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 183909 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33775 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4148 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31717 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 103317 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 4620 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75730 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235908.000000 Penalty: 16169.891602
Iteration 232Q: 28 clusters Score -2.323591e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 183810 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33770 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31727 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 103312 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75754 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235906.000000 Penalty: 16169.891602
Iteration 233Q: 28 clusters Score -2.323591e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 183716 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33760 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31737 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 103305 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75780 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235892.000000 Penalty: 16169.891602
Iteration 234Q: 28 clusters Score -2.323589e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 183648 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33756 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4141 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31744 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 103292 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75794 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235958.000000 Penalty: 16169.891602
Iteration 235Q: 28 clusters Score -2.323596e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 183583 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33754 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4140 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31751 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 103288 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 4686 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75808 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 16169.891602
Iteration 236Q: 28 clusters Score -2.323595e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 183529 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33748 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31761 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 103278 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75813 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235940.000000 Penalty: 16169.891602
Iteration 237Q: 28 clusters Score -2.323594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 183477 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33743 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31765 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 103269 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75824 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235906.000000 Penalty: 16169.891602
Iteration 238Q: 28 clusters Score -2.323591e+07 nChanged 122
Entering ConstructFrom: 
Score: -23235906.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (56556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Entering Unmasked Estep 
Score: -2654433.750000 Penalty: 497.905884
	Iteration 0F: 2 clusters Score -2654434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2616265.750000 Penalty: 995.811768
	Iteration 0F: 3 clusters Score -2616266 nChanged 27429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -2634234.000000 Penalty: 995.811768
	Iteration 1F: 3 clusters Score -2634234 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -2636467.500000 Penalty: 995.811768
	Iteration 2F: 3 clusters Score -2636468 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -2639772.500000 Penalty: 995.811768
	Iteration 3F: 3 clusters Score -2639772 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -2643809.000000 Penalty: 995.811768
	Iteration 4F: 3 clusters Score -2643809 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -2647726.250000 Penalty: 995.811768
	Iteration 5F: 3 clusters Score -2647726 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -2650549.500000 Penalty: 995.811768
	Iteration 6Q: 3 clusters Score -2650550 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -2652233.500000 Penalty: 995.811768
	Iteration 7Q: 3 clusters Score -2652234 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -2653101.250000 Penalty: 995.811768
	Iteration 8Q: 3 clusters Score -2653101 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -2653549.250000 Penalty: 995.811768
	Iteration 9Q: 3 clusters Score -2653549 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -2653781.500000 Penalty: 995.811768
	Iteration 10Q: 3 clusters Score -2653782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -2653905.750000 Penalty: 995.811768
	Iteration 11Q: 3 clusters Score -2653906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -2653968.000000 Penalty: 995.811768
	Iteration 12Q: 3 clusters Score -2653968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -2653996.250000 Penalty: 995.811768
	Iteration 13Q: 3 clusters Score -2653996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -2654017.500000 Penalty: 995.811768
	Iteration 14Q: 3 clusters Score -2654018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -2654019.000000 Penalty: 995.811768
	Iteration 15Q: 3 clusters Score -2654019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -2654029.500000 Penalty: 995.811768
	Iteration 16Q: 3 clusters Score -2654030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -2654039.750000 Penalty: 995.811768
	Iteration 17Q: 3 clusters Score -2654040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -2654053.750000 Penalty: 995.811768
	Iteration 18Q: 3 clusters Score -2654054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -2654056.750000 Penalty: 995.811768
	Iteration 19Q: 3 clusters Score -2654057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -2654063.250000 Penalty: 995.811768
	Iteration 20F: 3 clusters Score -2654063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -2654062.000000 Penalty: 995.811768
	Iteration 21Q: 3 clusters Score -2654062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -2654062.000000 Penalty: 995.811768
	Iteration 22F: 3 clusters Score -2654062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (183430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Entering Unmasked Estep 
Score: -8446828.000000 Penalty: 551.441284
	Iteration 0F: 2 clusters Score -8446828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -8330137.000000 Penalty: 1102.882568
	Iteration 0F: 3 clusters Score -8330137 nChanged 90563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -8384908.500000 Penalty: 1102.882568
	Iteration 1F: 3 clusters Score -8384908 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -8386858.500000 Penalty: 1102.882568
	Iteration 2Q: 3 clusters Score -8386858 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -8389497.000000 Penalty: 1102.882568
	Iteration 3Q: 3 clusters Score -8389497 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -8393757.000000 Penalty: 1102.882568
	Iteration 4Q: 3 clusters Score -8393757 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -8400627.000000 Penalty: 1102.882568
	Iteration 5F: 3 clusters Score -8400627 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 123753 members 
Entering Unmasked Estep 
Score: -8410295.000000 Penalty: 1102.882568
	Iteration 6F: 3 clusters Score -8410295 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -8420542.000000 Penalty: 1102.882568
	Iteration 7F: 3 clusters Score -8420542 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 135834 members 
Entering Unmasked Estep 
Score: -8427247.000000 Penalty: 1102.882568
	Iteration 8F: 3 clusters Score -8427247 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 139803 members 
Entering Unmasked Estep 
Score: -8430244.000000 Penalty: 1102.882568
	Iteration 9Q: 3 clusters Score -8430244 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -8431506.000000 Penalty: 1102.882568
	Iteration 10Q: 3 clusters Score -8431506 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 145604 members 
Entering Unmasked Estep 
Score: -8432321.000000 Penalty: 1102.882568
	Iteration 11Q: 3 clusters Score -8432321 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -8433038.000000 Penalty: 1102.882568
	Iteration 12Q: 3 clusters Score -8433038 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -8433730.000000 Penalty: 1102.882568
	Iteration 13Q: 3 clusters Score -8433730 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -8434320.000000 Penalty: 1102.882568
	Iteration 14Q: 3 clusters Score -8434320 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 154416 members 
Entering Unmasked Estep 
Score: -8434800.000000 Penalty: 1102.882568
	Iteration 15Q: 3 clusters Score -8434800 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 156226 members 
Entering Unmasked Estep 
Score: -8435250.000000 Penalty: 1102.882568
	Iteration 16Q: 3 clusters Score -8435250 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
Score: -8435693.000000 Penalty: 1102.882568
	Iteration 17Q: 3 clusters Score -8435693 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -8436170.000000 Penalty: 1102.882568
	Iteration 18Q: 3 clusters Score -8436170 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 160982 members 
Entering Unmasked Estep 
Score: -8436553.000000 Penalty: 1102.882568
	Iteration 19Q: 3 clusters Score -8436553 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 162414 members 
Entering Unmasked Estep 
Score: -8437024.000000 Penalty: 1102.882568
	Iteration 20F: 3 clusters Score -8437024 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 163732 members 
Entering Unmasked Estep 
Score: -8437349.000000 Penalty: 1102.882568
	Iteration 21Q: 3 clusters Score -8437349 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -8437847.000000 Penalty: 1102.882568
	Iteration 22Q: 3 clusters Score -8437847 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 166010 members 
Entering Unmasked Estep 
Score: -8438207.000000 Penalty: 1102.882568
	Iteration 23Q: 3 clusters Score -8438207 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -8438596.000000 Penalty: 1102.882568
	Iteration 24Q: 3 clusters Score -8438596 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -8438949.000000 Penalty: 1102.882568
	Iteration 25Q: 3 clusters Score -8438949 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -8439198.000000 Penalty: 1102.882568
	Iteration 26Q: 3 clusters Score -8439198 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -8439388.000000 Penalty: 1102.882568
	Iteration 27Q: 3 clusters Score -8439388 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 170697 members 
Entering Unmasked Estep 
Score: -8439678.000000 Penalty: 1102.882568
	Iteration 28Q: 3 clusters Score -8439678 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 171455 members 
Entering Unmasked Estep 
Score: -8439968.000000 Penalty: 1102.882568
	Iteration 29Q: 3 clusters Score -8439968 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -8440186.000000 Penalty: 1102.882568
	Iteration 30Q: 3 clusters Score -8440186 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -8440352.000000 Penalty: 1102.882568
	Iteration 31Q: 3 clusters Score -8440352 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -8440676.000000 Penalty: 1102.882568
	Iteration 32Q: 3 clusters Score -8440676 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -8440964.000000 Penalty: 1102.882568
	Iteration 33Q: 3 clusters Score -8440964 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -8441246.000000 Penalty: 1102.882568
	Iteration 34Q: 3 clusters Score -8441246 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -8441604.000000 Penalty: 1102.882568
	Iteration 35Q: 3 clusters Score -8441604 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -8441840.000000 Penalty: 1102.882568
	Iteration 36Q: 3 clusters Score -8441840 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -8442083.000000 Penalty: 1102.882568
	Iteration 37Q: 3 clusters Score -8442083 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 176987 members 
Entering Unmasked Estep 
Score: -8442337.000000 Penalty: 1102.882568
	Iteration 38Q: 3 clusters Score -8442337 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -8442616.000000 Penalty: 1102.882568
	Iteration 39Q: 3 clusters Score -8442616 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 177918 members 
Entering Unmasked Estep 
Score: -8442854.000000 Penalty: 1102.882568
	Iteration 40F: 3 clusters Score -8442854 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 178332 members 
Entering Unmasked Estep 
Score: -8443075.000000 Penalty: 1102.882568
	Iteration 41Q: 3 clusters Score -8443075 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 178677 members 
Entering Unmasked Estep 
Score: -8443307.000000 Penalty: 1102.882568
	Iteration 42Q: 3 clusters Score -8443307 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 178986 members 
Entering Unmasked Estep 
Score: -8443482.000000 Penalty: 1102.882568
	Iteration 43Q: 3 clusters Score -8443482 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 179295 members 
Entering Unmasked Estep 
Score: -8443656.000000 Penalty: 1102.882568
	Iteration 44Q: 3 clusters Score -8443656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 179537 members 
Entering Unmasked Estep 
Score: -8443756.000000 Penalty: 1102.882568
	Iteration 45Q: 3 clusters Score -8443756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 179771 members 
Entering Unmasked Estep 
Score: -8443909.000000 Penalty: 1102.882568
	Iteration 46Q: 3 clusters Score -8443909 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -8444100.000000 Penalty: 1102.882568
	Iteration 47Q: 3 clusters Score -8444100 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 180232 members 
Entering Unmasked Estep 
Score: -8444241.000000 Penalty: 1102.882568
	Iteration 48Q: 3 clusters Score -8444241 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -8444379.000000 Penalty: 1102.882568
	Iteration 49Q: 3 clusters Score -8444379 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 180628 members 
Entering Unmasked Estep 
Score: -8444496.000000 Penalty: 1102.882568
	Iteration 50Q: 3 clusters Score -8444496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 180793 members 
Entering Unmasked Estep 
Score: -8444609.000000 Penalty: 1102.882568
	Iteration 51Q: 3 clusters Score -8444609 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 180933 members 
Entering Unmasked Estep 
Score: -8444703.000000 Penalty: 1102.882568
	Iteration 52Q: 3 clusters Score -8444703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -8444758.000000 Penalty: 1102.882568
	Iteration 53Q: 3 clusters Score -8444758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -8444825.000000 Penalty: 1102.882568
	Iteration 54Q: 3 clusters Score -8444825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 181297 members 
Entering Unmasked Estep 
Score: -8444917.000000 Penalty: 1102.882568
	Iteration 55Q: 3 clusters Score -8444917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 181407 members 
Entering Unmasked Estep 
Score: -8444999.000000 Penalty: 1102.882568
	Iteration 56Q: 3 clusters Score -8444999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 181505 members 
Entering Unmasked Estep 
Score: -8445090.000000 Penalty: 1102.882568
	Iteration 57Q: 3 clusters Score -8445090 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -8445141.000000 Penalty: 1102.882568
	Iteration 58Q: 3 clusters Score -8445141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -8445218.000000 Penalty: 1102.882568
	Iteration 59Q: 3 clusters Score -8445218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -8445272.000000 Penalty: 1102.882568
	Iteration 60F: 3 clusters Score -8445272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 181812 members 
Entering Unmasked Estep 
Score: -8445308.000000 Penalty: 1102.882568
	Iteration 61Q: 3 clusters Score -8445308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 181874 members 
Entering Unmasked Estep 
Score: -8445354.000000 Penalty: 1102.882568
	Iteration 62Q: 3 clusters Score -8445354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 181940 members 
Entering Unmasked Estep 
Score: -8445416.000000 Penalty: 1102.882568
	Iteration 63Q: 3 clusters Score -8445416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 181998 members 
Entering Unmasked Estep 
Score: -8445451.000000 Penalty: 1102.882568
	Iteration 64Q: 3 clusters Score -8445451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 182057 members 
Entering Unmasked Estep 
Score: -8445496.000000 Penalty: 1102.882568
	Iteration 65Q: 3 clusters Score -8445496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 182116 members 
Entering Unmasked Estep 
Score: -8445520.000000 Penalty: 1102.882568
	Iteration 66Q: 3 clusters Score -8445520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -8445575.000000 Penalty: 1102.882568
	Iteration 67Q: 3 clusters Score -8445575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -8445612.000000 Penalty: 1102.882568
	Iteration 68Q: 3 clusters Score -8445612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 182260 members 
Entering Unmasked Estep 
Score: -8445657.000000 Penalty: 1102.882568
	Iteration 69Q: 3 clusters Score -8445657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 182306 members 
Entering Unmasked Estep 
Score: -8445683.000000 Penalty: 1102.882568
	Iteration 70Q: 3 clusters Score -8445683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 182347 members 
Entering Unmasked Estep 
Score: -8445726.000000 Penalty: 1102.882568
	Iteration 71Q: 3 clusters Score -8445726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -8445738.000000 Penalty: 1102.882568
	Iteration 72Q: 3 clusters Score -8445738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 182417 members 
Entering Unmasked Estep 
Score: -8445763.000000 Penalty: 1102.882568
	Iteration 73Q: 3 clusters Score -8445763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 182444 members 
Entering Unmasked Estep 
Score: -8445766.000000 Penalty: 1102.882568
	Iteration 74Q: 3 clusters Score -8445766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -8445778.000000 Penalty: 1102.882568
	Iteration 75Q: 3 clusters Score -8445778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 182488 members 
Entering Unmasked Estep 
Score: -8445796.000000 Penalty: 1102.882568
	Iteration 76Q: 3 clusters Score -8445796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 182506 members 
Entering Unmasked Estep 
Score: -8445805.000000 Penalty: 1102.882568
	Iteration 77Q: 3 clusters Score -8445805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 182527 members 
Entering Unmasked Estep 
Score: -8445805.000000 Penalty: 1102.882568
	Iteration 78Q: 3 clusters Score -8445805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 182543 members 
Entering Unmasked Estep 
Score: -8445814.000000 Penalty: 1102.882568
	Iteration 79Q: 3 clusters Score -8445814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 182560 members 
Entering Unmasked Estep 
Score: -8445817.000000 Penalty: 1102.882568
	Iteration 80F: 3 clusters Score -8445817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 182579 members 
Entering Unmasked Estep 
Score: -8445836.000000 Penalty: 1102.882568
	Iteration 81Q: 3 clusters Score -8445836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 182594 members 
Entering Unmasked Estep 
Score: -8445860.000000 Penalty: 1102.882568
	Iteration 82Q: 3 clusters Score -8445860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -8445874.000000 Penalty: 1102.882568
	Iteration 83Q: 3 clusters Score -8445874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -8445881.000000 Penalty: 1102.882568
	Iteration 84Q: 3 clusters Score -8445881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 182629 members 
Entering Unmasked Estep 
Score: -8445881.000000 Penalty: 1102.882568
	Iteration 85Q: 3 clusters Score -8445881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 182634 members 
Entering Unmasked Estep 
Score: -8445890.000000 Penalty: 1102.882568
	Iteration 86Q: 3 clusters Score -8445890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 182639 members 
Entering Unmasked Estep 
Score: -8445883.000000 Penalty: 1102.882568
	Iteration 87Q: 3 clusters Score -8445883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 182643 members 
Entering Unmasked Estep 
Score: -8445894.000000 Penalty: 1102.882568
	Iteration 88Q: 3 clusters Score -8445894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 182645 members 
Entering Unmasked Estep 
Score: -8445891.000000 Penalty: 1102.882568
	Iteration 89Q: 3 clusters Score -8445891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -8445903.000000 Penalty: 1102.882568
	Iteration 90Q: 3 clusters Score -8445903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 182659 members 
Entering Unmasked Estep 
Score: -8445906.000000 Penalty: 1102.882568
	Iteration 91Q: 3 clusters Score -8445906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 182662 members 
Entering Unmasked Estep 
Score: -8445908.000000 Penalty: 1102.882568
	Iteration 92Q: 3 clusters Score -8445908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 182666 members 
Entering Unmasked Estep 
Score: -8445915.000000 Penalty: 1102.882568
	Iteration 93Q: 3 clusters Score -8445915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 182671 members 
Entering Unmasked Estep 
Score: -8445913.000000 Penalty: 1102.882568
	Iteration 94Q: 3 clusters Score -8445913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 182672 members 
Entering Unmasked Estep 
Score: -8445919.000000 Penalty: 1102.882568
	Iteration 95Q: 3 clusters Score -8445919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 182674 members 
Entering Unmasked Estep 
Score: -8445919.000000 Penalty: 1102.882568
	Iteration 96Q: 3 clusters Score -8445919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -8445920.000000 Penalty: 1102.882568
	Iteration 97Q: 3 clusters Score -8445920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 182678 members 
Entering Unmasked Estep 
Score: -8445928.000000 Penalty: 1102.882568
	Iteration 98Q: 3 clusters Score -8445928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 182678 members 
Entering Unmasked Estep 
Score: -8445928.000000 Penalty: 1102.882568
	Iteration 99F: 3 clusters Score -8445928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -78919.046875 Penalty: 336.616943
	Iteration 0F: 2 clusters Score -78919.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -77726.859375 Penalty: 673.233887
	Iteration 0F: 3 clusters Score -77726.86 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -78118.906250 Penalty: 673.233887
	Iteration 1F: 3 clusters Score -78118.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -78217.210938 Penalty: 673.233887
	Iteration 2F: 3 clusters Score -78217.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78289.437500 Penalty: 673.233887
	Iteration 3F: 3 clusters Score -78289.44 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78339.078125 Penalty: 673.233887
	Iteration 4Q: 3 clusters Score -78339.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -78390.507812 Penalty: 673.233887
	Iteration 5Q: 3 clusters Score -78390.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -78429.117188 Penalty: 673.233887
	Iteration 6Q: 3 clusters Score -78429.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78469.789062 Penalty: 673.233887
	Iteration 7Q: 3 clusters Score -78469.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -78510.976562 Penalty: 673.233887
	Iteration 8Q: 3 clusters Score -78510.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -78540.546875 Penalty: 673.233887
	Iteration 9Q: 3 clusters Score -78540.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78564.117188 Penalty: 673.233887
	Iteration 10Q: 3 clusters Score -78564.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78584.117188 Penalty: 673.233887
	Iteration 11Q: 3 clusters Score -78584.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78599.500000 Penalty: 673.233887
	Iteration 12Q: 3 clusters Score -78599.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78616.898438 Penalty: 673.233887
	Iteration 13Q: 3 clusters Score -78616.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78630.429688 Penalty: 673.233887
	Iteration 14Q: 3 clusters Score -78630.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78639.617188 Penalty: 673.233887
	Iteration 15Q: 3 clusters Score -78639.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78652.007812 Penalty: 673.233887
	Iteration 16Q: 3 clusters Score -78652.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78666.976562 Penalty: 673.233887
	Iteration 17Q: 3 clusters Score -78666.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78675.304688 Penalty: 673.233887
	Iteration 18Q: 3 clusters Score -78675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78677.828125 Penalty: 673.233887
	Iteration 19Q: 3 clusters Score -78677.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78678.710938 Penalty: 673.233887
	Iteration 20F: 3 clusters Score -78678.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78679.156250 Penalty: 673.233887
	Iteration 21Q: 3 clusters Score -78679.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78679.226562 Penalty: 673.233887
	Iteration 22Q: 3 clusters Score -78679.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78679.445312 Penalty: 673.233887
	Iteration 23Q: 3 clusters Score -78679.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78679.593750 Penalty: 673.233887
	Iteration 24Q: 3 clusters Score -78679.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78679.921875 Penalty: 673.233887
	Iteration 25Q: 3 clusters Score -78679.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78680.656250 Penalty: 673.233887
	Iteration 26Q: 3 clusters Score -78680.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78682.500000 Penalty: 673.233887
	Iteration 27Q: 3 clusters Score -78682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78682.968750 Penalty: 673.233887
	Iteration 28Q: 3 clusters Score -78682.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78683.093750 Penalty: 673.233887
	Iteration 29Q: 3 clusters Score -78683.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78683.234375 Penalty: 673.233887
	Iteration 30Q: 3 clusters Score -78683.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78683.476562 Penalty: 673.233887
	Iteration 31Q: 3 clusters Score -78683.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78684.250000 Penalty: 673.233887
	Iteration 32Q: 3 clusters Score -78684.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78684.468750 Penalty: 673.233887
	Iteration 33Q: 3 clusters Score -78684.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78684.468750 Penalty: 673.233887
	Iteration 34F: 3 clusters Score -78684.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Entering Unmasked Estep 
Score: -1618580.125000 Penalty: 474.398956
	Iteration 0F: 2 clusters Score -1618580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1596014.500000 Penalty: 948.797913
	Iteration 0F: 3 clusters Score -1596014 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1605517.500000 Penalty: 948.797913
	Iteration 1F: 3 clusters Score -1605518 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1606074.125000 Penalty: 948.797913
	Iteration 2Q: 3 clusters Score -1606074 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1606808.875000 Penalty: 948.797913
	Iteration 3Q: 3 clusters Score -1606809 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1607988 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1609766 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1611872.000000 Penalty: 948.797913
	Iteration 6F: 3 clusters Score -1611872 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -1613445.500000 Penalty: 948.797913
	Iteration 7F: 3 clusters Score -1613446 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1614137.500000 Penalty: 948.797913
	Iteration 8Q: 3 clusters Score -1614138 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -1614420.125000 Penalty: 948.797913
	Iteration 9Q: 3 clusters Score -1614420 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -1614601.500000 Penalty: 948.797913
	Iteration 10Q: 3 clusters Score -1614602 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -1614788.250000 Penalty: 948.797913
	Iteration 11Q: 3 clusters Score -1614788 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -1614968.000000 Penalty: 948.797913
	Iteration 12Q: 3 clusters Score -1614968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -1615171.250000 Penalty: 948.797913
	Iteration 13Q: 3 clusters Score -1615171 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -1615383.125000 Penalty: 948.797913
	Iteration 14Q: 3 clusters Score -1615383 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -1615600.375000 Penalty: 948.797913
	Iteration 15Q: 3 clusters Score -1615600 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1615868.375000 Penalty: 948.797913
	Iteration 16Q: 3 clusters Score -1615868 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -1616136.750000 Penalty: 948.797913
	Iteration 17Q: 3 clusters Score -1616137 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -1616401.375000 Penalty: 948.797913
	Iteration 18Q: 3 clusters Score -1616401 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -1616688.500000 Penalty: 948.797913
	Iteration 19Q: 3 clusters Score -1616688 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -1616907.625000 Penalty: 948.797913
	Iteration 20F: 3 clusters Score -1616908 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -1617068.875000 Penalty: 948.797913
	Iteration 21Q: 3 clusters Score -1617069 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -1617190.375000 Penalty: 948.797913
	Iteration 22Q: 3 clusters Score -1617190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -1617278.125000 Penalty: 948.797913
	Iteration 23Q: 3 clusters Score -1617278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1617355.750000 Penalty: 948.797913
	Iteration 24Q: 3 clusters Score -1617356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -1617399.750000 Penalty: 948.797913
	Iteration 25Q: 3 clusters Score -1617400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -1617448.375000 Penalty: 948.797913
	Iteration 26Q: 3 clusters Score -1617448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -1617471.750000 Penalty: 948.797913
	Iteration 27Q: 3 clusters Score -1617472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -1617494.125000 Penalty: 948.797913
	Iteration 28Q: 3 clusters Score -1617494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -1617501.250000 Penalty: 948.797913
	Iteration 29Q: 3 clusters Score -1617501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -1617515.125000 Penalty: 948.797913
	Iteration 30Q: 3 clusters Score -1617515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -1617516.500000 Penalty: 948.797913
	Iteration 31Q: 3 clusters Score -1617516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -1617532.625000 Penalty: 948.797913
	Iteration 32Q: 3 clusters Score -1617533 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1617545.625000 Penalty: 948.797913
	Iteration 33Q: 3 clusters Score -1617546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -1617554.625000 Penalty: 948.797913
	Iteration 34Q: 3 clusters Score -1617555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1617567 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1617572.875000 Penalty: 948.797913
	Iteration 36Q: 3 clusters Score -1617573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1617588.625000 Penalty: 948.797913
	Iteration 37Q: 3 clusters Score -1617589 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -1617602.875000 Penalty: 948.797913
	Iteration 38Q: 3 clusters Score -1617603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -1617617.500000 Penalty: 948.797913
	Iteration 39Q: 3 clusters Score -1617618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -1617627.750000 Penalty: 948.797913
	Iteration 40F: 3 clusters Score -1617628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -1617637.875000 Penalty: 948.797913
	Iteration 41Q: 3 clusters Score -1617638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -1617647.125000 Penalty: 948.797913
	Iteration 42Q: 3 clusters Score -1617647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -1617658.500000 Penalty: 948.797913
	Iteration 43Q: 3 clusters Score -1617658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -1617676.250000 Penalty: 948.797913
	Iteration 44Q: 3 clusters Score -1617676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -1617678.500000 Penalty: 948.797913
	Iteration 45Q: 3 clusters Score -1617678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -1617685.375000 Penalty: 948.797913
	Iteration 46Q: 3 clusters Score -1617685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1617683.250000 Penalty: 948.797913
	Iteration 47Q: 3 clusters Score -1617683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -1617687.500000 Penalty: 948.797913
	Iteration 48Q: 3 clusters Score -1617688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -1617688.625000 Penalty: 948.797913
	Iteration 49Q: 3 clusters Score -1617689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -1617690.125000 Penalty: 948.797913
	Iteration 50Q: 3 clusters Score -1617690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -1617696.875000 Penalty: 948.797913
	Iteration 51Q: 3 clusters Score -1617697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -1617708.250000 Penalty: 948.797913
	Iteration 52Q: 3 clusters Score -1617708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -1617705.500000 Penalty: 948.797913
	Iteration 53Q: 3 clusters Score -1617706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -1617711.125000 Penalty: 948.797913
	Iteration 54Q: 3 clusters Score -1617711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -1617718.125000 Penalty: 948.797913
	Iteration 55Q: 3 clusters Score -1617718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -1617724.375000 Penalty: 948.797913
	Iteration 56Q: 3 clusters Score -1617724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -1617738.250000 Penalty: 948.797913
	Iteration 57Q: 3 clusters Score -1617738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -1617746.125000 Penalty: 948.797913
	Iteration 58Q: 3 clusters Score -1617746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -1617754.750000 Penalty: 948.797913
	Iteration 59Q: 3 clusters Score -1617755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -1617762.250000 Penalty: 948.797913
	Iteration 60F: 3 clusters Score -1617762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -1617766.000000 Penalty: 948.797913
	Iteration 61Q: 3 clusters Score -1617766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -1617777.250000 Penalty: 948.797913
	Iteration 62Q: 3 clusters Score -1617777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -1617780.875000 Penalty: 948.797913
	Iteration 63Q: 3 clusters Score -1617781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -1617786.625000 Penalty: 948.797913
	Iteration 64Q: 3 clusters Score -1617787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -1617788.000000 Penalty: 948.797913
	Iteration 65Q: 3 clusters Score -1617788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -1617790.875000 Penalty: 948.797913
	Iteration 66Q: 3 clusters Score -1617791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -1617790.750000 Penalty: 948.797913
	Iteration 67Q: 3 clusters Score -1617791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -1617794.125000 Penalty: 948.797913
	Iteration 68Q: 3 clusters Score -1617794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -1617798.750000 Penalty: 948.797913
	Iteration 69Q: 3 clusters Score -1617799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -1617801.125000 Penalty: 948.797913
	Iteration 70Q: 3 clusters Score -1617801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -1617803.625000 Penalty: 948.797913
	Iteration 71Q: 3 clusters Score -1617804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -1617809.125000 Penalty: 948.797913
	Iteration 72Q: 3 clusters Score -1617809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -1617815.750000 Penalty: 948.797913
	Iteration 73Q: 3 clusters Score -1617816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -1617815.750000 Penalty: 948.797913
	Iteration 74Q: 3 clusters Score -1617816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -1617822.250000 Penalty: 948.797913
	Iteration 75Q: 3 clusters Score -1617822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -1617827.875000 Penalty: 948.797913
	Iteration 76Q: 3 clusters Score -1617828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -1617824.250000 Penalty: 948.797913
	Iteration 77Q: 3 clusters Score -1617824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -1617828.125000 Penalty: 948.797913
	Iteration 78Q: 3 clusters Score -1617828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1617832.125000 Penalty: 948.797913
	Iteration 79Q: 3 clusters Score -1617832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -1617834.375000 Penalty: 948.797913
	Iteration 80F: 3 clusters Score -1617834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -1617841.125000 Penalty: 948.797913
	Iteration 81Q: 3 clusters Score -1617841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1617847.625000 Penalty: 948.797913
	Iteration 82Q: 3 clusters Score -1617848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -1617849.250000 Penalty: 948.797913
	Iteration 83Q: 3 clusters Score -1617849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -1617856.250000 Penalty: 948.797913
	Iteration 84Q: 3 clusters Score -1617856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -1617860.750000 Penalty: 948.797913
	Iteration 85Q: 3 clusters Score -1617861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -1617868.750000 Penalty: 948.797913
	Iteration 86Q: 3 clusters Score -1617869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -1617870.875000 Penalty: 948.797913
	Iteration 87Q: 3 clusters Score -1617871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -1617873.500000 Penalty: 948.797913
	Iteration 88Q: 3 clusters Score -1617874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -1617877.500000 Penalty: 948.797913
	Iteration 89Q: 3 clusters Score -1617878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -1617882.500000 Penalty: 948.797913
	Iteration 90Q: 3 clusters Score -1617882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -1617888.500000 Penalty: 948.797913
	Iteration 91Q: 3 clusters Score -1617888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -1617892.375000 Penalty: 948.797913
	Iteration 92Q: 3 clusters Score -1617892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -1617896.375000 Penalty: 948.797913
	Iteration 93Q: 3 clusters Score -1617896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1617893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -1617896.500000 Penalty: 948.797913
	Iteration 95Q: 3 clusters Score -1617896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -1617901.750000 Penalty: 948.797913
	Iteration 96Q: 3 clusters Score -1617902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -1617901.125000 Penalty: 948.797913
	Iteration 97Q: 3 clusters Score -1617901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -1617902.625000 Penalty: 948.797913
	Iteration 98Q: 3 clusters Score -1617903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -1617907.625000 Penalty: 948.797913
	Iteration 99Q: 3 clusters Score -1617908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -1617907.250000 Penalty: 948.797913
	Iteration 100F: 3 clusters Score -1617907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -1617906.250000 Penalty: 948.797913
	Iteration 101Q: 3 clusters Score -1617906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -1617905.625000 Penalty: 948.797913
	Iteration 102Q: 3 clusters Score -1617906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -1617905.125000 Penalty: 948.797913
	Iteration 103Q: 3 clusters Score -1617905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -1617905.125000 Penalty: 948.797913
	Iteration 104F: 3 clusters Score -1617905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34899.042969 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34899.04 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -35088.105469 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35088.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35191.964844 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35191.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35379.933594 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35379.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -35477.621094 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35477.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35549.121094 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -35549.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -35633.226562 Penalty: 618.205444
	Iteration 6F: 3 clusters Score -35633.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -35688.441406 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -35688.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35714.187500 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35714.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -35725.390625 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35725.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -35732.906250 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35732.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -35737.097656 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -35739.652344 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -35739.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -35740.785156 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -35740.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -35741.179688 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -35741.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -35742.718750 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -35742.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35744.632812 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -35744.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -35746.070312 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -35746.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -35747.867188 Penalty: 618.205444
	Iteration 18Q: 3 clusters Score -35747.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35751.175781 Penalty: 618.205444
	Iteration 19Q: 3 clusters Score -35751.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -35753.019531 Penalty: 618.205444
	Iteration 20F: 3 clusters Score -35753.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 183430 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33737 members 
Mstep: Class 5 contains 77 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 103260 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 815 members 
Entering Unmasked Estep 
Score: -23235696.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23235906.000000 to -23235696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -179000.843750 Penalty: 378.922516
	Iteration 0F: 2 clusters Score -179000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -176188.453125 Penalty: 757.845032
	Iteration 0F: 3 clusters Score -176188.5 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -177242.562500 Penalty: 757.845032
	Iteration 1F: 3 clusters Score -177242.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -177387.890625 Penalty: 757.845032
	Iteration 2F: 3 clusters Score -177387.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -177567.656250 Penalty: 757.845032
	Iteration 3F: 3 clusters Score -177567.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -177766.546875 Penalty: 757.845032
	Iteration 4F: 3 clusters Score -177766.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -177918.890625 Penalty: 757.845032
	Iteration 5F: 3 clusters Score -177918.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -178022.734375 Penalty: 757.845032
	Iteration 6Q: 3 clusters Score -178022.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -178094.968750 Penalty: 757.845032
	Iteration 7Q: 3 clusters Score -178095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -178133.968750 Penalty: 757.845032
	Iteration 8Q: 3 clusters Score -178134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -178164.984375 Penalty: 757.845032
	Iteration 9Q: 3 clusters Score -178165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -178193.453125 Penalty: 757.845032
	Iteration 10Q: 3 clusters Score -178193.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -178218.875000 Penalty: 757.845032
	Iteration 11Q: 3 clusters Score -178218.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -178239.125000 Penalty: 757.845032
	Iteration 12Q: 3 clusters Score -178239.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -178260.062500 Penalty: 757.845032
	Iteration 13Q: 3 clusters Score -178260.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -178279.906250 Penalty: 757.845032
	Iteration 14Q: 3 clusters Score -178279.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -178303.234375 Penalty: 757.845032
	Iteration 15Q: 3 clusters Score -178303.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -178327.640625 Penalty: 757.845032
	Iteration 16Q: 3 clusters Score -178327.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -178356.812500 Penalty: 757.845032
	Iteration 17Q: 3 clusters Score -178356.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -178385.937500 Penalty: 757.845032
	Iteration 18Q: 3 clusters Score -178385.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -178418.171875 Penalty: 757.845032
	Iteration 19Q: 3 clusters Score -178418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -178452.875000 Penalty: 757.845032
	Iteration 20F: 3 clusters Score -178452.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -178490.484375 Penalty: 757.845032
	Iteration 21Q: 3 clusters Score -178490.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -178508.453125 Penalty: 757.845032
	Iteration 22Q: 3 clusters Score -178508.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -178531.171875 Penalty: 757.845032
	Iteration 23Q: 3 clusters Score -178531.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -178550.578125 Penalty: 757.845032
	Iteration 24Q: 3 clusters Score -178550.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -178564.968750 Penalty: 757.845032
	Iteration 25Q: 3 clusters Score -178565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -178579.671875 Penalty: 757.845032
	Iteration 26Q: 3 clusters Score -178579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -178594.203125 Penalty: 757.845032
	Iteration 27Q: 3 clusters Score -178594.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -178607.703125 Penalty: 757.845032
	Iteration 28Q: 3 clusters Score -178607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -178616.343750 Penalty: 757.845032
	Iteration 29Q: 3 clusters Score -178616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -178623.125000 Penalty: 757.845032
	Iteration 30Q: 3 clusters Score -178623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -178630.500000 Penalty: 757.845032
	Iteration 31Q: 3 clusters Score -178630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -178634.484375 Penalty: 757.845032
	Iteration 32Q: 3 clusters Score -178634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -178636.921875 Penalty: 757.845032
	Iteration 33Q: 3 clusters Score -178636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -178637.828125 Penalty: 757.845032
	Iteration 34Q: 3 clusters Score -178637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -178639.062500 Penalty: 757.845032
	Iteration 35Q: 3 clusters Score -178639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -178639.500000 Penalty: 757.845032
	Iteration 36Q: 3 clusters Score -178639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -178639.640625 Penalty: 757.845032
	Iteration 37Q: 3 clusters Score -178639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -178640.546875 Penalty: 757.845032
	Iteration 38Q: 3 clusters Score -178640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -178642.125000 Penalty: 757.845032
	Iteration 39Q: 3 clusters Score -178642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -178646.109375 Penalty: 757.845032
	Iteration 40F: 3 clusters Score -178646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -178651.390625 Penalty: 757.845032
	Iteration 41Q: 3 clusters Score -178651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -178652.000000 Penalty: 757.845032
	Iteration 42Q: 3 clusters Score -178652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -178652.000000 Penalty: 757.845032
	Iteration 43F: 3 clusters Score -178652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11553.662109 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11553.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11652.155273 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11652.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11679.819336 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11679.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11692.630859 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -11692.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11700.215820 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11700.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11704.721680 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11704.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11707.544922 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11707.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11715.685547 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -11715.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11725.888672 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -11725.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11730.575195 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -11730.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11739.416016 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -11739.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11749.623047 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -11749.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11759.307617 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -11759.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11767.436523 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -11767.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11795.924805 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -11795.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11848.525391 Penalty: 519.044189
	Iteration 15F: 3 clusters Score -11848.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11914.674805 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -11914.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11972.938477 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -11972.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11993.687500 Penalty: 519.044189
	Iteration 18Q: 3 clusters Score -11993.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12006.056641 Penalty: 519.044189
	Iteration 19Q: 3 clusters Score -12006.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12006.056641 Penalty: 519.044189
	Iteration 20F: 3 clusters Score -12006.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 183430 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33737 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 103260 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 152 members 
Entering Unmasked Estep 
Score: -23235650.000000 Penalty: 16768.777344
Splitting cluster 7 changes total score from -23235906.000000 to -23235650.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Entering Unmasked Estep 
Score: -1396589.500000 Penalty: 471.664215
	Iteration 0F: 2 clusters Score -1396590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1375166.875000 Penalty: 943.328430
	Iteration 0F: 3 clusters Score -1375167 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1384324.875000 Penalty: 943.328430
	Iteration 1F: 3 clusters Score -1384325 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1384797.000000 Penalty: 943.328430
	Iteration 2Q: 3 clusters Score -1384797 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1385476.250000 Penalty: 943.328430
	Iteration 3F: 3 clusters Score -1385476 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1386473.875000 Penalty: 943.328430
	Iteration 4F: 3 clusters Score -1386474 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1387920.125000 Penalty: 943.328430
	Iteration 5F: 3 clusters Score -1387920 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1389926.500000 Penalty: 943.328430
	Iteration 6F: 3 clusters Score -1389926 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1392176.875000 Penalty: 943.328430
	Iteration 7F: 3 clusters Score -1392177 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1394061.250000 Penalty: 943.328430
	Iteration 8F: 3 clusters Score -1394061 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1395214.000000 Penalty: 943.328430
	Iteration 9Q: 3 clusters Score -1395214 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1395812.625000 Penalty: 943.328430
	Iteration 10Q: 3 clusters Score -1395813 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1396088.000000 Penalty: 943.328430
	Iteration 11Q: 3 clusters Score -1396088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1396193.000000 Penalty: 943.328430
	Iteration 12Q: 3 clusters Score -1396193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1396243.000000 Penalty: 943.328430
	Iteration 13Q: 3 clusters Score -1396243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1396279.875000 Penalty: 943.328430
	Iteration 14Q: 3 clusters Score -1396280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1396297.625000 Penalty: 943.328430
	Iteration 15Q: 3 clusters Score -1396298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1396306.000000 Penalty: 943.328430
	Iteration 16Q: 3 clusters Score -1396306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1396324.500000 Penalty: 943.328430
	Iteration 17Q: 3 clusters Score -1396324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1396336.750000 Penalty: 943.328430
	Iteration 18Q: 3 clusters Score -1396337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1396336.000000 Penalty: 943.328430
	Iteration 19Q: 3 clusters Score -1396336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1396338.000000 Penalty: 943.328430
	Iteration 20F: 3 clusters Score -1396338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1396341.250000 Penalty: 943.328430
	Iteration 21Q: 3 clusters Score -1396341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1396346.125000 Penalty: 943.328430
	Iteration 22Q: 3 clusters Score -1396346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1396346.750000 Penalty: 943.328430
	Iteration 23Q: 3 clusters Score -1396347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1396347.375000 Penalty: 943.328430
	Iteration 24Q: 3 clusters Score -1396347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1396347.625000 Penalty: 943.328430
	Iteration 25Q: 3 clusters Score -1396348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1396347.625000 Penalty: 943.328430
	Iteration 26Q: 3 clusters Score -1396348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1396347.250000 Penalty: 943.328430
	Iteration 27Q: 3 clusters Score -1396347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1396347.250000 Penalty: 943.328430
	Iteration 28F: 3 clusters Score -1396347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -103558.109375 Penalty: 354.212463
	Iteration 0F: 2 clusters Score -103558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -101845.882812 Penalty: 708.424927
	Iteration 0F: 3 clusters Score -101845.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -102398.648438 Penalty: 708.424927
	Iteration 1F: 3 clusters Score -102398.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -102516.335938 Penalty: 708.424927
	Iteration 2F: 3 clusters Score -102516.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -102645.375000 Penalty: 708.424927
	Iteration 3F: 3 clusters Score -102645.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102769.820312 Penalty: 708.424927
	Iteration 4F: 3 clusters Score -102769.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102873.226562 Penalty: 708.424927
	Iteration 5F: 3 clusters Score -102873.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102941.101562 Penalty: 708.424927
	Iteration 6F: 3 clusters Score -102941.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102988.617188 Penalty: 708.424927
	Iteration 7Q: 3 clusters Score -102988.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103042.085938 Penalty: 708.424927
	Iteration 8Q: 3 clusters Score -103042.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103086.664062 Penalty: 708.424927
	Iteration 9Q: 3 clusters Score -103086.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103124.390625 Penalty: 708.424927
	Iteration 10Q: 3 clusters Score -103124.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103168.820312 Penalty: 708.424927
	Iteration 11Q: 3 clusters Score -103168.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103211.398438 Penalty: 708.424927
	Iteration 12Q: 3 clusters Score -103211.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -103246.601562 Penalty: 708.424927
	Iteration 13Q: 3 clusters Score -103246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -103272.898438 Penalty: 708.424927
	Iteration 14Q: 3 clusters Score -103272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -103289.382812 Penalty: 708.424927
	Iteration 15Q: 3 clusters Score -103289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -103304.406250 Penalty: 708.424927
	Iteration 16Q: 3 clusters Score -103304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -103324.406250 Penalty: 708.424927
	Iteration 17Q: 3 clusters Score -103324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -103333.625000 Penalty: 708.424927
	Iteration 18Q: 3 clusters Score -103333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -103334.703125 Penalty: 708.424927
	Iteration 19Q: 3 clusters Score -103334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -103335.250000 Penalty: 708.424927
	Iteration 20F: 3 clusters Score -103335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Entering Unmasked Estep 
Score: -4847375.000000 Penalty: 525.297791
	Iteration 0F: 2 clusters Score -4847375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -4778284.000000 Penalty: 1050.595581
	Iteration 0F: 3 clusters Score -4778284 nChanged 50496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -4807793.000000 Penalty: 1050.595581
	Iteration 1F: 3 clusters Score -4807793 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -4809135.000000 Penalty: 1050.595581
	Iteration 2Q: 3 clusters Score -4809135 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -4811818.000000 Penalty: 1050.595581
	Iteration 3F: 3 clusters Score -4811818 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -4816816.500000 Penalty: 1050.595581
	Iteration 4F: 3 clusters Score -4816816 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -4825065.000000 Penalty: 1050.595581
	Iteration 5F: 3 clusters Score -4825065 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -4835013.500000 Penalty: 1050.595581
	Iteration 6F: 3 clusters Score -4835014 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -4842250.500000 Penalty: 1050.595581
	Iteration 7F: 3 clusters Score -4842250 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -4845349.000000 Penalty: 1050.595581
	Iteration 8Q: 3 clusters Score -4845349 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -4846448.500000 Penalty: 1050.595581
	Iteration 9Q: 3 clusters Score -4846448 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -4846765.000000 Penalty: 1050.595581
	Iteration 10Q: 3 clusters Score -4846765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -4846895.000000 Penalty: 1050.595581
	Iteration 11Q: 3 clusters Score -4846895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -4846952.500000 Penalty: 1050.595581
	Iteration 12Q: 3 clusters Score -4846952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -4846991.500000 Penalty: 1050.595581
	Iteration 13Q: 3 clusters Score -4846992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -4847018.500000 Penalty: 1050.595581
	Iteration 14Q: 3 clusters Score -4847018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -4847027.000000 Penalty: 1050.595581
	Iteration 15Q: 3 clusters Score -4847027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 102982 members 
Entering Unmasked Estep 
Score: -4847032.000000 Penalty: 1050.595581
	Iteration 16Q: 3 clusters Score -4847032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -4847039.500000 Penalty: 1050.595581
	Iteration 17Q: 3 clusters Score -4847040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -4847045.000000 Penalty: 1050.595581
	Iteration 18Q: 3 clusters Score -4847045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -4847055.500000 Penalty: 1050.595581
	Iteration 19Q: 3 clusters Score -4847056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -4847059.500000 Penalty: 1050.595581
	Iteration 20F: 3 clusters Score -4847060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -4847065.000000 Penalty: 1050.595581
	Iteration 21Q: 3 clusters Score -4847065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 102949 members 
Entering Unmasked Estep 
Score: -4847062.500000 Penalty: 1050.595581
	Iteration 22Q: 3 clusters Score -4847062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -4847069.500000 Penalty: 1050.595581
	Iteration 23Q: 3 clusters Score -4847070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -4847066.000000 Penalty: 1050.595581
	Iteration 24Q: 3 clusters Score -4847066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -4847068.500000 Penalty: 1050.595581
	Iteration 25Q: 3 clusters Score -4847068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -4847068.500000 Penalty: 1050.595581
	Iteration 26F: 3 clusters Score -4847068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -63911.082031 Penalty: 329.806946
	Iteration 0F: 2 clusters Score -63911.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -62830.457031 Penalty: 659.613892
	Iteration 0F: 3 clusters Score -62830.46 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -63150.855469 Penalty: 659.613892
	Iteration 1F: 3 clusters Score -63150.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -63214.175781 Penalty: 659.613892
	Iteration 2F: 3 clusters Score -63214.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -63248.492188 Penalty: 659.613892
	Iteration 3F: 3 clusters Score -63248.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63271.535156 Penalty: 659.613892
	Iteration 4Q: 3 clusters Score -63271.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -63289.027344 Penalty: 659.613892
	Iteration 5Q: 3 clusters Score -63289.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -63309.269531 Penalty: 659.613892
	Iteration 6Q: 3 clusters Score -63309.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63334.101562 Penalty: 659.613892
	Iteration 7Q: 3 clusters Score -63334.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -63365.175781 Penalty: 659.613892
	Iteration 8Q: 3 clusters Score -63365.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -63401.707031 Penalty: 659.613892
	Iteration 9Q: 3 clusters Score -63401.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -63443.933594 Penalty: 659.613892
	Iteration 10Q: 3 clusters Score -63443.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -63491.250000 Penalty: 659.613892
	Iteration 11Q: 3 clusters Score -63491.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -63536.414062 Penalty: 659.613892
	Iteration 12Q: 3 clusters Score -63536.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -63563.636719 Penalty: 659.613892
	Iteration 13Q: 3 clusters Score -63563.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -63592.085938 Penalty: 659.613892
	Iteration 14Q: 3 clusters Score -63592.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -63611.183594 Penalty: 659.613892
	Iteration 15Q: 3 clusters Score -63611.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -63619.785156 Penalty: 659.613892
	Iteration 16Q: 3 clusters Score -63619.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -63622.253906 Penalty: 659.613892
	Iteration 17Q: 3 clusters Score -63622.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -63624.199219 Penalty: 659.613892
	Iteration 18Q: 3 clusters Score -63624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -63626.507812 Penalty: 659.613892
	Iteration 19Q: 3 clusters Score -63626.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -63628.167969 Penalty: 659.613892
	Iteration 20F: 3 clusters Score -63628.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -63629.894531 Penalty: 659.613892
	Iteration 21Q: 3 clusters Score -63629.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -63630.312500 Penalty: 659.613892
	Iteration 22Q: 3 clusters Score -63630.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -63630.589844 Penalty: 659.613892
	Iteration 23Q: 3 clusters Score -63630.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -63630.589844 Penalty: 659.613892
	Iteration 24F: 3 clusters Score -63630.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -39415.933594 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -39415.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -38625.558594 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -38625.56 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38862.937500 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -38862.94 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39008.515625 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -39008.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39135.902344 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -39135.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -39213.023438 Penalty: 624.510925
	Iteration 4F: 3 clusters Score -39213.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -39253.121094 Penalty: 624.510925
	Iteration 5F: 3 clusters Score -39253.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -39272.570312 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -39272.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39290.386719 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -39290.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39306.605469 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -39306.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -39317.167969 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -39317.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -39325.023438 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -39325.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -39332.082031 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -39332.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -39334.820312 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -39334.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39337.953125 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -39337.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39339.859375 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -39339.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39340.417969 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -39340.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39340.417969 Penalty: 624.510925
	Iteration 16F: 3 clusters Score -39340.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -9944.404297 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -9944.404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9595.062500 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -9595.062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9723.168945 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -9723.169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9787.648438 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -9787.648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9821.698242 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -9821.698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9832.064453 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -9832.064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9862.072266 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -9862.072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9875.135742 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -9875.136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9883.897461 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -9883.897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9887.755859 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -9887.756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9891.523438 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -9891.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9892.815430 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -9892.815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9895.181641 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -9895.182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9896.534180 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -9896.534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9899.142578 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -9899.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9902.522461 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -9902.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9904.244141 Penalty: 511.785614
	Iteration 15Q: 3 clusters Score -9904.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9904.244141 Penalty: 511.785614
	Iteration 16F: 3 clusters Score -9904.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6072.855469 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6072.855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6190.089844 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6190.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6263.460449 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6263.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6277.355469 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6277.355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6282.539551 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6282.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6289.070312 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6289.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6291.958008 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6291.958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6299.272461 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6299.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6301.220703 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6301.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6303.851074 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6303.851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6303.851074 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -6303.851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -185993.453125 Penalty: 374.997498
	Iteration 0F: 2 clusters Score -185993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -183393.765625 Penalty: 749.994995
	Iteration 0F: 3 clusters Score -183393.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -184313.203125 Penalty: 749.994995
	Iteration 1F: 3 clusters Score -184313.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -184400.546875 Penalty: 749.994995
	Iteration 2F: 3 clusters Score -184400.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -184484.031250 Penalty: 749.994995
	Iteration 3Q: 3 clusters Score -184484 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -184589.343750 Penalty: 749.994995
	Iteration 4Q: 3 clusters Score -184589.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -184726.500000 Penalty: 749.994995
	Iteration 5Q: 3 clusters Score -184726.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -184883.859375 Penalty: 749.994995
	Iteration 6F: 3 clusters Score -184883.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -184999.578125 Penalty: 749.994995
	Iteration 7Q: 3 clusters Score -184999.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -185097.468750 Penalty: 749.994995
	Iteration 8Q: 3 clusters Score -185097.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -185198.750000 Penalty: 749.994995
	Iteration 9Q: 3 clusters Score -185198.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -185255.468750 Penalty: 749.994995
	Iteration 10Q: 3 clusters Score -185255.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185291.187500 Penalty: 749.994995
	Iteration 11Q: 3 clusters Score -185291.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185321.234375 Penalty: 749.994995
	Iteration 12Q: 3 clusters Score -185321.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -185341.250000 Penalty: 749.994995
	Iteration 13Q: 3 clusters Score -185341.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185365.937500 Penalty: 749.994995
	Iteration 14Q: 3 clusters Score -185365.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185393.687500 Penalty: 749.994995
	Iteration 15Q: 3 clusters Score -185393.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185420.953125 Penalty: 749.994995
	Iteration 16Q: 3 clusters Score -185421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185444.187500 Penalty: 749.994995
	Iteration 17Q: 3 clusters Score -185444.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185466.734375 Penalty: 749.994995
	Iteration 18Q: 3 clusters Score -185466.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -185492.734375 Penalty: 749.994995
	Iteration 19Q: 3 clusters Score -185492.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185512.593750 Penalty: 749.994995
	Iteration 20F: 3 clusters Score -185512.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185524.343750 Penalty: 749.994995
	Iteration 21Q: 3 clusters Score -185524.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185536.750000 Penalty: 749.994995
	Iteration 22Q: 3 clusters Score -185536.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -185551.515625 Penalty: 749.994995
	Iteration 23Q: 3 clusters Score -185551.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -185560.890625 Penalty: 749.994995
	Iteration 24Q: 3 clusters Score -185560.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185569.390625 Penalty: 749.994995
	Iteration 25Q: 3 clusters Score -185569.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185576.796875 Penalty: 749.994995
	Iteration 26Q: 3 clusters Score -185576.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -185584.609375 Penalty: 749.994995
	Iteration 27Q: 3 clusters Score -185584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -185591.046875 Penalty: 749.994995
	Iteration 28Q: 3 clusters Score -185591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -185597.562500 Penalty: 749.994995
	Iteration 29Q: 3 clusters Score -185597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185603.031250 Penalty: 749.994995
	Iteration 30Q: 3 clusters Score -185603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185608.953125 Penalty: 749.994995
	Iteration 31Q: 3 clusters Score -185609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -185610.656250 Penalty: 749.994995
	Iteration 32Q: 3 clusters Score -185610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -185611.968750 Penalty: 749.994995
	Iteration 33Q: 3 clusters Score -185612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185612.546875 Penalty: 749.994995
	Iteration 34Q: 3 clusters Score -185612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -185614.968750 Penalty: 749.994995
	Iteration 35Q: 3 clusters Score -185615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -185619.000000 Penalty: 749.994995
	Iteration 36Q: 3 clusters Score -185619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -185623.609375 Penalty: 749.994995
	Iteration 37Q: 3 clusters Score -185623.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -185626.500000 Penalty: 749.994995
	Iteration 38Q: 3 clusters Score -185626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -185630.546875 Penalty: 749.994995
	Iteration 39Q: 3 clusters Score -185630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -185634.062500 Penalty: 749.994995
	Iteration 40F: 3 clusters Score -185634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -185636.546875 Penalty: 749.994995
	Iteration 41Q: 3 clusters Score -185636.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -185640.406250 Penalty: 749.994995
	Iteration 42Q: 3 clusters Score -185640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -185642.687500 Penalty: 749.994995
	Iteration 43Q: 3 clusters Score -185642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -185645.015625 Penalty: 749.994995
	Iteration 44Q: 3 clusters Score -185645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -185647.906250 Penalty: 749.994995
	Iteration 45Q: 3 clusters Score -185647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -185651.109375 Penalty: 749.994995
	Iteration 46Q: 3 clusters Score -185651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -185654.718750 Penalty: 749.994995
	Iteration 47Q: 3 clusters Score -185654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -185658.687500 Penalty: 749.994995
	Iteration 48Q: 3 clusters Score -185658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -185664.234375 Penalty: 749.994995
	Iteration 49Q: 3 clusters Score -185664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -185667.203125 Penalty: 749.994995
	Iteration 50Q: 3 clusters Score -185667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -185669.562500 Penalty: 749.994995
	Iteration 51Q: 3 clusters Score -185669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -185672.296875 Penalty: 749.994995
	Iteration 52Q: 3 clusters Score -185672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -185673.031250 Penalty: 749.994995
	Iteration 53Q: 3 clusters Score -185673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -185673.671875 Penalty: 749.994995
	Iteration 54Q: 3 clusters Score -185673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -185674.890625 Penalty: 749.994995
	Iteration 55Q: 3 clusters Score -185674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -185675.906250 Penalty: 749.994995
	Iteration 56Q: 3 clusters Score -185675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -185677.937500 Penalty: 749.994995
	Iteration 57Q: 3 clusters Score -185677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -185681.437500 Penalty: 749.994995
	Iteration 58Q: 3 clusters Score -185681.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -185683.453125 Penalty: 749.994995
	Iteration 59Q: 3 clusters Score -185683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -185687.093750 Penalty: 749.994995
	Iteration 60F: 3 clusters Score -185687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -185687.500000 Penalty: 749.994995
	Iteration 61Q: 3 clusters Score -185687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -185687.500000 Penalty: 749.994995
	Iteration 62F: 3 clusters Score -185687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -152698.046875 Penalty: 365.501923
	Iteration 0F: 2 clusters Score -152698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -150549.640625 Penalty: 731.003845
	Iteration 0F: 3 clusters Score -150549.6 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -151264.421875 Penalty: 731.003845
	Iteration 1F: 3 clusters Score -151264.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -151346.890625 Penalty: 731.003845
	Iteration 2F: 3 clusters Score -151346.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -151406.515625 Penalty: 731.003845
	Iteration 3F: 3 clusters Score -151406.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -151455.718750 Penalty: 731.003845
	Iteration 4Q: 3 clusters Score -151455.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -151500.421875 Penalty: 731.003845
	Iteration 5Q: 3 clusters Score -151500.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -151544.062500 Penalty: 731.003845
	Iteration 6Q: 3 clusters Score -151544.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -151588.078125 Penalty: 731.003845
	Iteration 7Q: 3 clusters Score -151588.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -151630.312500 Penalty: 731.003845
	Iteration 8Q: 3 clusters Score -151630.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -151659.468750 Penalty: 731.003845
	Iteration 9Q: 3 clusters Score -151659.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -151686.500000 Penalty: 731.003845
	Iteration 10Q: 3 clusters Score -151686.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -151714.312500 Penalty: 731.003845
	Iteration 11Q: 3 clusters Score -151714.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -151734.468750 Penalty: 731.003845
	Iteration 12Q: 3 clusters Score -151734.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -151756.140625 Penalty: 731.003845
	Iteration 13Q: 3 clusters Score -151756.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -151791.765625 Penalty: 731.003845
	Iteration 14Q: 3 clusters Score -151791.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -151835.453125 Penalty: 731.003845
	Iteration 15Q: 3 clusters Score -151835.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -151887.437500 Penalty: 731.003845
	Iteration 16Q: 3 clusters Score -151887.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -151932.609375 Penalty: 731.003845
	Iteration 17Q: 3 clusters Score -151932.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -151969.218750 Penalty: 731.003845
	Iteration 18Q: 3 clusters Score -151969.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -151998.859375 Penalty: 731.003845
	Iteration 19Q: 3 clusters Score -151998.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -152022.671875 Penalty: 731.003845
	Iteration 20F: 3 clusters Score -152022.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -152044.843750 Penalty: 731.003845
	Iteration 21Q: 3 clusters Score -152044.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -152057.421875 Penalty: 731.003845
	Iteration 22Q: 3 clusters Score -152057.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -152068.906250 Penalty: 731.003845
	Iteration 23Q: 3 clusters Score -152068.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -152078.109375 Penalty: 731.003845
	Iteration 24Q: 3 clusters Score -152078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -152084.015625 Penalty: 731.003845
	Iteration 25Q: 3 clusters Score -152084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -152091.156250 Penalty: 731.003845
	Iteration 26Q: 3 clusters Score -152091.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -152097.625000 Penalty: 731.003845
	Iteration 27Q: 3 clusters Score -152097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -152101.156250 Penalty: 731.003845
	Iteration 28Q: 3 clusters Score -152101.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -152104.875000 Penalty: 731.003845
	Iteration 29Q: 3 clusters Score -152104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -152110.046875 Penalty: 731.003845
	Iteration 30Q: 3 clusters Score -152110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -152113.250000 Penalty: 731.003845
	Iteration 31Q: 3 clusters Score -152113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -152116.187500 Penalty: 731.003845
	Iteration 32Q: 3 clusters Score -152116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -152120.296875 Penalty: 731.003845
	Iteration 33Q: 3 clusters Score -152120.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -152124.234375 Penalty: 731.003845
	Iteration 34Q: 3 clusters Score -152124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -152128.359375 Penalty: 731.003845
	Iteration 35Q: 3 clusters Score -152128.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -152134.968750 Penalty: 731.003845
	Iteration 36Q: 3 clusters Score -152135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -152142.218750 Penalty: 731.003845
	Iteration 37Q: 3 clusters Score -152142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -152148.843750 Penalty: 731.003845
	Iteration 38Q: 3 clusters Score -152148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -152152.750000 Penalty: 731.003845
	Iteration 39Q: 3 clusters Score -152152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -152158.156250 Penalty: 731.003845
	Iteration 40F: 3 clusters Score -152158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -152165.890625 Penalty: 731.003845
	Iteration 41Q: 3 clusters Score -152165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -152172.140625 Penalty: 731.003845
	Iteration 42Q: 3 clusters Score -152172.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -152177.765625 Penalty: 731.003845
	Iteration 43Q: 3 clusters Score -152177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -152181.671875 Penalty: 731.003845
	Iteration 44Q: 3 clusters Score -152181.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -152184.921875 Penalty: 731.003845
	Iteration 45Q: 3 clusters Score -152184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -152187.843750 Penalty: 731.003845
	Iteration 46Q: 3 clusters Score -152187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -152189.906250 Penalty: 731.003845
	Iteration 47Q: 3 clusters Score -152189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -152192.984375 Penalty: 731.003845
	Iteration 48Q: 3 clusters Score -152193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -152194.984375 Penalty: 731.003845
	Iteration 49Q: 3 clusters Score -152195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -152197.093750 Penalty: 731.003845
	Iteration 50Q: 3 clusters Score -152197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -152198.781250 Penalty: 731.003845
	Iteration 51Q: 3 clusters Score -152198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -152200.125000 Penalty: 731.003845
	Iteration 52Q: 3 clusters Score -152200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -152200.734375 Penalty: 731.003845
	Iteration 53Q: 3 clusters Score -152200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -152201.593750 Penalty: 731.003845
	Iteration 54Q: 3 clusters Score -152201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -152202.968750 Penalty: 731.003845
	Iteration 55Q: 3 clusters Score -152203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -152204.640625 Penalty: 731.003845
	Iteration 56Q: 3 clusters Score -152204.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -152208.343750 Penalty: 731.003845
	Iteration 57Q: 3 clusters Score -152208.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -152211.828125 Penalty: 731.003845
	Iteration 58Q: 3 clusters Score -152211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -152213.453125 Penalty: 731.003845
	Iteration 59Q: 3 clusters Score -152213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -152215.218750 Penalty: 731.003845
	Iteration 60F: 3 clusters Score -152215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -152217.890625 Penalty: 731.003845
	Iteration 61Q: 3 clusters Score -152217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -152224.015625 Penalty: 731.003845
	Iteration 62Q: 3 clusters Score -152224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -152228.890625 Penalty: 731.003845
	Iteration 63Q: 3 clusters Score -152228.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -152231.921875 Penalty: 731.003845
	Iteration 64Q: 3 clusters Score -152231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -152235.046875 Penalty: 731.003845
	Iteration 65Q: 3 clusters Score -152235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -152238.437500 Penalty: 731.003845
	Iteration 66Q: 3 clusters Score -152238.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -152241.296875 Penalty: 731.003845
	Iteration 67Q: 3 clusters Score -152241.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -152245.578125 Penalty: 731.003845
	Iteration 68Q: 3 clusters Score -152245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -152251.328125 Penalty: 731.003845
	Iteration 69Q: 3 clusters Score -152251.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -152258.859375 Penalty: 731.003845
	Iteration 70Q: 3 clusters Score -152258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -152266.312500 Penalty: 731.003845
	Iteration 71Q: 3 clusters Score -152266.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -152269.156250 Penalty: 731.003845
	Iteration 72Q: 3 clusters Score -152269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -152273.218750 Penalty: 731.003845
	Iteration 73Q: 3 clusters Score -152273.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -152276.453125 Penalty: 731.003845
	Iteration 74Q: 3 clusters Score -152276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -152278.625000 Penalty: 731.003845
	Iteration 75Q: 3 clusters Score -152278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -152279.484375 Penalty: 731.003845
	Iteration 76Q: 3 clusters Score -152279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -152279.875000 Penalty: 731.003845
	Iteration 77Q: 3 clusters Score -152279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -152280.781250 Penalty: 731.003845
	Iteration 78Q: 3 clusters Score -152280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -152282.734375 Penalty: 731.003845
	Iteration 79Q: 3 clusters Score -152282.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -152285.406250 Penalty: 731.003845
	Iteration 80F: 3 clusters Score -152285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -152289.015625 Penalty: 731.003845
	Iteration 81Q: 3 clusters Score -152289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -152294.234375 Penalty: 731.003845
	Iteration 82Q: 3 clusters Score -152294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -152298.187500 Penalty: 731.003845
	Iteration 83Q: 3 clusters Score -152298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -152302.828125 Penalty: 731.003845
	Iteration 84Q: 3 clusters Score -152302.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -152310.250000 Penalty: 731.003845
	Iteration 85Q: 3 clusters Score -152310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -152315.203125 Penalty: 731.003845
	Iteration 86Q: 3 clusters Score -152315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -152319.593750 Penalty: 731.003845
	Iteration 87Q: 3 clusters Score -152319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -152322.812500 Penalty: 731.003845
	Iteration 88Q: 3 clusters Score -152322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -152327.734375 Penalty: 731.003845
	Iteration 89Q: 3 clusters Score -152327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -152330.843750 Penalty: 731.003845
	Iteration 90Q: 3 clusters Score -152330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -152331.484375 Penalty: 731.003845
	Iteration 91Q: 3 clusters Score -152331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -152331.484375 Penalty: 731.003845
	Iteration 92F: 3 clusters Score -152331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -234129.921875 Penalty: 385.294159
	Iteration 0F: 2 clusters Score -234129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -230878.328125 Penalty: 770.588318
	Iteration 0F: 3 clusters Score -230878.3 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -232087.953125 Penalty: 770.588318
	Iteration 1F: 3 clusters Score -232088 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -232289.484375 Penalty: 770.588318
	Iteration 2F: 3 clusters Score -232289.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -232532.078125 Penalty: 770.588318
	Iteration 3F: 3 clusters Score -232532.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -232827.062500 Penalty: 770.588318
	Iteration 4F: 3 clusters Score -232827.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -233147.906250 Penalty: 770.588318
	Iteration 5F: 3 clusters Score -233147.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -233374.328125 Penalty: 770.588318
	Iteration 6F: 3 clusters Score -233374.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -233533.078125 Penalty: 770.588318
	Iteration 7Q: 3 clusters Score -233533.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -233663.875000 Penalty: 770.588318
	Iteration 8Q: 3 clusters Score -233663.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -233725.703125 Penalty: 770.588318
	Iteration 9Q: 3 clusters Score -233725.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -233762.812500 Penalty: 770.588318
	Iteration 10Q: 3 clusters Score -233762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -233779.906250 Penalty: 770.588318
	Iteration 11Q: 3 clusters Score -233779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -233787.812500 Penalty: 770.588318
	Iteration 12Q: 3 clusters Score -233787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -233792.984375 Penalty: 770.588318
	Iteration 13Q: 3 clusters Score -233793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -233795.765625 Penalty: 770.588318
	Iteration 14Q: 3 clusters Score -233795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -233796.109375 Penalty: 770.588318
	Iteration 15Q: 3 clusters Score -233796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -233797.140625 Penalty: 770.588318
	Iteration 16Q: 3 clusters Score -233797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -233798.250000 Penalty: 770.588318
	Iteration 17Q: 3 clusters Score -233798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -233799.187500 Penalty: 770.588318
	Iteration 18Q: 3 clusters Score -233799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -233804.593750 Penalty: 770.588318
	Iteration 19Q: 3 clusters Score -233804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -233807.140625 Penalty: 770.588318
	Iteration 20F: 3 clusters Score -233807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -233808.281250 Penalty: 770.588318
	Iteration 21Q: 3 clusters Score -233808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -233809.593750 Penalty: 770.588318
	Iteration 22Q: 3 clusters Score -233809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -233812.734375 Penalty: 770.588318
	Iteration 23Q: 3 clusters Score -233812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -233814.796875 Penalty: 770.588318
	Iteration 24Q: 3 clusters Score -233814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -233815.671875 Penalty: 770.588318
	Iteration 25Q: 3 clusters Score -233815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -233815.562500 Penalty: 770.588318
	Iteration 26Q: 3 clusters Score -233815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -233815.562500 Penalty: 770.588318
	Iteration 27F: 3 clusters Score -233815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10205.913086 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10205.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10262.896484 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10269.285156 Penalty: 503.897430
	Iteration 2Q: 3 clusters Score -10269.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10278.365234 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10278.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10283.668945 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10283.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10289.878906 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10289.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10291.027344 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -10291.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10291.027344 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -10291.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Entering Unmasked Estep 
Score: -3634019.500000 Penalty: 511.249329
	Iteration 0F: 2 clusters Score -3634020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -3582713.000000 Penalty: 1022.498657
	Iteration 0F: 3 clusters Score -3582713 nChanged 36888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -3606057.750000 Penalty: 1022.498657
	Iteration 1F: 3 clusters Score -3606058 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -3609088.750000 Penalty: 1022.498657
	Iteration 2F: 3 clusters Score -3609089 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -3614070.750000 Penalty: 1022.498657
	Iteration 3F: 3 clusters Score -3614071 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -3620591.750000 Penalty: 1022.498657
	Iteration 4F: 3 clusters Score -3620592 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -3626310.000000 Penalty: 1022.498657
	Iteration 5F: 3 clusters Score -3626310 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -3629767.500000 Penalty: 1022.498657
	Iteration 6Q: 3 clusters Score -3629768 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -3631306.000000 Penalty: 1022.498657
	Iteration 7Q: 3 clusters Score -3631306 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -3631975.500000 Penalty: 1022.498657
	Iteration 8Q: 3 clusters Score -3631976 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -3632416.250000 Penalty: 1022.498657
	Iteration 9Q: 3 clusters Score -3632416 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -3632732.250000 Penalty: 1022.498657
	Iteration 10Q: 3 clusters Score -3632732 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -3632965.000000 Penalty: 1022.498657
	Iteration 11Q: 3 clusters Score -3632965 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -3633132.250000 Penalty: 1022.498657
	Iteration 12Q: 3 clusters Score -3633132 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -3633269.750000 Penalty: 1022.498657
	Iteration 13Q: 3 clusters Score -3633270 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -3633344.000000 Penalty: 1022.498657
	Iteration 14Q: 3 clusters Score -3633344 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -3633403.000000 Penalty: 1022.498657
	Iteration 15Q: 3 clusters Score -3633403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -3633452.000000 Penalty: 1022.498657
	Iteration 16Q: 3 clusters Score -3633452 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -3633506.250000 Penalty: 1022.498657
	Iteration 17Q: 3 clusters Score -3633506 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 74514 members 
Entering Unmasked Estep 
Score: -3633541.750000 Penalty: 1022.498657
	Iteration 18Q: 3 clusters Score -3633542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -3633570.500000 Penalty: 1022.498657
	Iteration 19Q: 3 clusters Score -3633570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -3633612.000000 Penalty: 1022.498657
	Iteration 20F: 3 clusters Score -3633612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -3633627.250000 Penalty: 1022.498657
	Iteration 21Q: 3 clusters Score -3633627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -3633627.250000 Penalty: 1022.498657
	Iteration 22Q: 3 clusters Score -3633627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -3633631.750000 Penalty: 1022.498657
	Iteration 23Q: 3 clusters Score -3633632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -3633634.250000 Penalty: 1022.498657
	Iteration 24Q: 3 clusters Score -3633634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -3633643.500000 Penalty: 1022.498657
	Iteration 25Q: 3 clusters Score -3633644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -3633640.750000 Penalty: 1022.498657
	Iteration 26Q: 3 clusters Score -3633641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -3633646.500000 Penalty: 1022.498657
	Iteration 27Q: 3 clusters Score -3633646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -3633652.500000 Penalty: 1022.498657
	Iteration 28Q: 3 clusters Score -3633652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -3633653.750000 Penalty: 1022.498657
	Iteration 29Q: 3 clusters Score -3633654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -3633655.750000 Penalty: 1022.498657
	Iteration 30Q: 3 clusters Score -3633656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -3633658.000000 Penalty: 1022.498657
	Iteration 31Q: 3 clusters Score -3633658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -3633666.500000 Penalty: 1022.498657
	Iteration 32Q: 3 clusters Score -3633666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -3633666.500000 Penalty: 1022.498657
	Iteration 33Q: 3 clusters Score -3633666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -3633672.500000 Penalty: 1022.498657
	Iteration 34Q: 3 clusters Score -3633672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -3633674.000000 Penalty: 1022.498657
	Iteration 35Q: 3 clusters Score -3633674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 75062 members 
Entering Unmasked Estep 
Score: -3633676.250000 Penalty: 1022.498657
	Iteration 36Q: 3 clusters Score -3633676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -3633680.750000 Penalty: 1022.498657
	Iteration 37Q: 3 clusters Score -3633681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -3633679.500000 Penalty: 1022.498657
	Iteration 38Q: 3 clusters Score -3633680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -3633680.750000 Penalty: 1022.498657
	Iteration 39Q: 3 clusters Score -3633681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -3633682.000000 Penalty: 1022.498657
	Iteration 40F: 3 clusters Score -3633682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -3633690.500000 Penalty: 1022.498657
	Iteration 41Q: 3 clusters Score -3633690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 75106 members 
Entering Unmasked Estep 
Score: -3633698.000000 Penalty: 1022.498657
	Iteration 42Q: 3 clusters Score -3633698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -3633698.750000 Penalty: 1022.498657
	Iteration 43Q: 3 clusters Score -3633699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -3633702.000000 Penalty: 1022.498657
	Iteration 44Q: 3 clusters Score -3633702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -3633705.250000 Penalty: 1022.498657
	Iteration 45Q: 3 clusters Score -3633705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -3633707.750000 Penalty: 1022.498657
	Iteration 46Q: 3 clusters Score -3633708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -3633707.750000 Penalty: 1022.498657
	Iteration 47F: 3 clusters Score -3633708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -108111.765625 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -108111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -106481.468750 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -106481.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -107052.117188 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -107052.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -107165.562500 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -107165.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -107258.710938 Penalty: 703.525879
	Iteration 3F: 3 clusters Score -107258.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -107321.828125 Penalty: 703.525879
	Iteration 4F: 3 clusters Score -107321.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -107378.382812 Penalty: 703.525879
	Iteration 5Q: 3 clusters Score -107378.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -107421.039062 Penalty: 703.525879
	Iteration 6Q: 3 clusters Score -107421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -107462.851562 Penalty: 703.525879
	Iteration 7Q: 3 clusters Score -107462.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -107494.125000 Penalty: 703.525879
	Iteration 8Q: 3 clusters Score -107494.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -107530.109375 Penalty: 703.525879
	Iteration 9Q: 3 clusters Score -107530.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -107570.812500 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -107570.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -107618.757812 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -107618.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -107654.960938 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -107655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -107683.882812 Penalty: 703.525879
	Iteration 13Q: 3 clusters Score -107683.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -107701.468750 Penalty: 703.525879
	Iteration 14Q: 3 clusters Score -107701.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -107711.937500 Penalty: 703.525879
	Iteration 15Q: 3 clusters Score -107711.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -107728.734375 Penalty: 703.525879
	Iteration 16Q: 3 clusters Score -107728.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -107746.335938 Penalty: 703.525879
	Iteration 17Q: 3 clusters Score -107746.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -107764.195312 Penalty: 703.525879
	Iteration 18Q: 3 clusters Score -107764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -107782.437500 Penalty: 703.525879
	Iteration 19Q: 3 clusters Score -107782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -107798.500000 Penalty: 703.525879
	Iteration 20F: 3 clusters Score -107798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -107810.531250 Penalty: 703.525879
	Iteration 21Q: 3 clusters Score -107810.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -107817.812500 Penalty: 703.525879
	Iteration 22Q: 3 clusters Score -107817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -107823.203125 Penalty: 703.525879
	Iteration 23Q: 3 clusters Score -107823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -107827.515625 Penalty: 703.525879
	Iteration 24Q: 3 clusters Score -107827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -107829.054688 Penalty: 703.525879
	Iteration 25Q: 3 clusters Score -107829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -107833.906250 Penalty: 703.525879
	Iteration 26Q: 3 clusters Score -107833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -107836.414062 Penalty: 703.525879
	Iteration 27Q: 3 clusters Score -107836.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -107843.132812 Penalty: 703.525879
	Iteration 28Q: 3 clusters Score -107843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -107847.929688 Penalty: 703.525879
	Iteration 29Q: 3 clusters Score -107847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -107850.921875 Penalty: 703.525879
	Iteration 30Q: 3 clusters Score -107850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -107852.718750 Penalty: 703.525879
	Iteration 31Q: 3 clusters Score -107852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -107854.898438 Penalty: 703.525879
	Iteration 32Q: 3 clusters Score -107854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -107856.226562 Penalty: 703.525879
	Iteration 33Q: 3 clusters Score -107856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -107857.054688 Penalty: 703.525879
	Iteration 34Q: 3 clusters Score -107857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -107857.570312 Penalty: 703.525879
	Iteration 35Q: 3 clusters Score -107857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -107857.570312 Penalty: 703.525879
	Iteration 36F: 3 clusters Score -107857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -19742.017578 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -19742.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19280.849609 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -19280.85 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19382.722656 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -19382.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19409.007812 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -19409.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19431.029297 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -19431.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19442.771484 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -19442.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19451.949219 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -19451.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19458.054688 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -19458.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19464.716797 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -19464.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19467.083984 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -19467.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19469.871094 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -19469.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19473.003906 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -19473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19476.662109 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -19476.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19479.808594 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -19479.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19481.197266 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -19481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19482.103516 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -19482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19482.103516 Penalty: 554.720032
	Iteration 15F: 3 clusters Score -19482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -243678.609375 Penalty: 391.403259
	Iteration 0F: 2 clusters Score -243678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -240046.843750 Penalty: 782.806519
	Iteration 0F: 3 clusters Score -240046.8 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -241811.562500 Penalty: 782.806519
	Iteration 1F: 3 clusters Score -241811.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -242166.578125 Penalty: 782.806519
	Iteration 2F: 3 clusters Score -242166.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -242449.203125 Penalty: 782.806519
	Iteration 3F: 3 clusters Score -242449.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -242640.953125 Penalty: 782.806519
	Iteration 4F: 3 clusters Score -242641 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -242750.046875 Penalty: 782.806519
	Iteration 5Q: 3 clusters Score -242750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -242810.375000 Penalty: 782.806519
	Iteration 6Q: 3 clusters Score -242810.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -242837.796875 Penalty: 782.806519
	Iteration 7Q: 3 clusters Score -242837.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -242856.562500 Penalty: 782.806519
	Iteration 8Q: 3 clusters Score -242856.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -242868.437500 Penalty: 782.806519
	Iteration 9Q: 3 clusters Score -242868.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -242875.687500 Penalty: 782.806519
	Iteration 10Q: 3 clusters Score -242875.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -242886.031250 Penalty: 782.806519
	Iteration 11Q: 3 clusters Score -242886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -242893.703125 Penalty: 782.806519
	Iteration 12Q: 3 clusters Score -242893.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -242898.265625 Penalty: 782.806519
	Iteration 13Q: 3 clusters Score -242898.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -242905.375000 Penalty: 782.806519
	Iteration 14Q: 3 clusters Score -242905.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -242909.953125 Penalty: 782.806519
	Iteration 15Q: 3 clusters Score -242910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -242916.234375 Penalty: 782.806519
	Iteration 16Q: 3 clusters Score -242916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -242921.906250 Penalty: 782.806519
	Iteration 17Q: 3 clusters Score -242921.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -242926.046875 Penalty: 782.806519
	Iteration 18Q: 3 clusters Score -242926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -242930.859375 Penalty: 782.806519
	Iteration 19Q: 3 clusters Score -242930.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -242937.671875 Penalty: 782.806519
	Iteration 20F: 3 clusters Score -242937.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -242943.359375 Penalty: 782.806519
	Iteration 21Q: 3 clusters Score -242943.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -242947.828125 Penalty: 782.806519
	Iteration 22Q: 3 clusters Score -242947.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -242952.156250 Penalty: 782.806519
	Iteration 23Q: 3 clusters Score -242952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -242958.890625 Penalty: 782.806519
	Iteration 24Q: 3 clusters Score -242958.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -242968.687500 Penalty: 782.806519
	Iteration 25Q: 3 clusters Score -242968.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242976.250000 Penalty: 782.806519
	Iteration 26Q: 3 clusters Score -242976.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242982.265625 Penalty: 782.806519
	Iteration 27Q: 3 clusters Score -242982.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242986.437500 Penalty: 782.806519
	Iteration 28Q: 3 clusters Score -242986.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242989.000000 Penalty: 782.806519
	Iteration 29Q: 3 clusters Score -242989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242993.593750 Penalty: 782.806519
	Iteration 30Q: 3 clusters Score -242993.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242999.437500 Penalty: 782.806519
	Iteration 31Q: 3 clusters Score -242999.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -243007.234375 Penalty: 782.806519
	Iteration 32Q: 3 clusters Score -243007.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -243013.671875 Penalty: 782.806519
	Iteration 33Q: 3 clusters Score -243013.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -243020.468750 Penalty: 782.806519
	Iteration 34Q: 3 clusters Score -243020.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243028.328125 Penalty: 782.806519
	Iteration 35Q: 3 clusters Score -243028.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243038.265625 Penalty: 782.806519
	Iteration 36Q: 3 clusters Score -243038.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -243046.500000 Penalty: 782.806519
	Iteration 37Q: 3 clusters Score -243046.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243054.328125 Penalty: 782.806519
	Iteration 38Q: 3 clusters Score -243054.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243059.406250 Penalty: 782.806519
	Iteration 39Q: 3 clusters Score -243059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -243066.640625 Penalty: 782.806519
	Iteration 40F: 3 clusters Score -243066.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -243075.015625 Penalty: 782.806519
	Iteration 41Q: 3 clusters Score -243075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -243085.453125 Penalty: 782.806519
	Iteration 42Q: 3 clusters Score -243085.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -243095.390625 Penalty: 782.806519
	Iteration 43Q: 3 clusters Score -243095.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -243105.093750 Penalty: 782.806519
	Iteration 44Q: 3 clusters Score -243105.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -243117.046875 Penalty: 782.806519
	Iteration 45Q: 3 clusters Score -243117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -243132.109375 Penalty: 782.806519
	Iteration 46Q: 3 clusters Score -243132.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -243148.156250 Penalty: 782.806519
	Iteration 47Q: 3 clusters Score -243148.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -243164.375000 Penalty: 782.806519
	Iteration 48Q: 3 clusters Score -243164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -243179.203125 Penalty: 782.806519
	Iteration 49Q: 3 clusters Score -243179.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -243189.031250 Penalty: 782.806519
	Iteration 50Q: 3 clusters Score -243189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -243202.640625 Penalty: 782.806519
	Iteration 51Q: 3 clusters Score -243202.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -243215.546875 Penalty: 782.806519
	Iteration 52Q: 3 clusters Score -243215.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -243234.328125 Penalty: 782.806519
	Iteration 53Q: 3 clusters Score -243234.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -243253.093750 Penalty: 782.806519
	Iteration 54Q: 3 clusters Score -243253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -243268.046875 Penalty: 782.806519
	Iteration 55Q: 3 clusters Score -243268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -243281.531250 Penalty: 782.806519
	Iteration 56Q: 3 clusters Score -243281.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -243295.734375 Penalty: 782.806519
	Iteration 57Q: 3 clusters Score -243295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -243305.406250 Penalty: 782.806519
	Iteration 58Q: 3 clusters Score -243305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -243318.562500 Penalty: 782.806519
	Iteration 59Q: 3 clusters Score -243318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -243338.281250 Penalty: 782.806519
	Iteration 60F: 3 clusters Score -243338.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -243448.953125 Penalty: 782.806519
	Iteration 61Q: 3 clusters Score -243449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -243464.781250 Penalty: 782.806519
	Iteration 62Q: 3 clusters Score -243464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -243467.812500 Penalty: 782.806519
	Iteration 63Q: 3 clusters Score -243467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -243469.265625 Penalty: 782.806519
	Iteration 64Q: 3 clusters Score -243469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -243470.296875 Penalty: 782.806519
	Iteration 65Q: 3 clusters Score -243470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -243471.406250 Penalty: 782.806519
	Iteration 66Q: 3 clusters Score -243471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -243472.046875 Penalty: 782.806519
	Iteration 67Q: 3 clusters Score -243472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -243473.171875 Penalty: 782.806519
	Iteration 68Q: 3 clusters Score -243473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -243473.828125 Penalty: 782.806519
	Iteration 69Q: 3 clusters Score -243473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -243473.796875 Penalty: 782.806519
	Iteration 70Q: 3 clusters Score -243473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -243473.687500 Penalty: 782.806519
	Iteration 71Q: 3 clusters Score -243473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -243473.953125 Penalty: 782.806519
	Iteration 72Q: 3 clusters Score -243474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -243473.953125 Penalty: 782.806519
	Iteration 73F: 3 clusters Score -243474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9199.613281 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9199.613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9253.380859 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9253.381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9270.409180 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9270.409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9278.679688 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9278.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9284.350586 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9284.351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9284.350586 Penalty: 486.152405
	Iteration 5F: 3 clusters Score -9284.351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1768.384888 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1768.385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1794.376221 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1794.376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1803.728882 Penalty: 366.306976
	Iteration 2Q: 3 clusters Score -1803.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1803.728882 Penalty: 366.306976
	Iteration 3F: 3 clusters Score -1803.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29703.912109 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29703.91 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -29868.744141 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29868.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -29916.304688 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29916.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29957.585938 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -29957.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29987.847656 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -29987.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30007.416016 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30007.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30028.089844 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30028.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30038.316406 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30038.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -30048.564453 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30048.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -30062.306641 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30062.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -30075.394531 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30075.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -30086.017578 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30086.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -30089.056641 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30089.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -30089.642578 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30089.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -30089.642578 Penalty: 599.717407
	Iteration 14F: 3 clusters Score -30089.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8236.333008 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8236.333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8294.276367 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8294.276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8309.669922 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8309.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8318.819336 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8318.819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8324.489258 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8324.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8326.057617 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8326.058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8331.909180 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -8331.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8336.761719 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -8336.762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8341.143555 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -8341.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8343.978516 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -8343.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8343.978516 Penalty: 478.432068
	Iteration 10F: 3 clusters Score -8343.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -110396.054688 Penalty: 354.003784
	Iteration 0F: 2 clusters Score -110396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108661.203125 Penalty: 708.007568
	Iteration 0F: 3 clusters Score -108661.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -109329.140625 Penalty: 708.007568
	Iteration 1F: 3 clusters Score -109329.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -109492.812500 Penalty: 708.007568
	Iteration 2F: 3 clusters Score -109492.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -109646.890625 Penalty: 708.007568
	Iteration 3F: 3 clusters Score -109646.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109749.085938 Penalty: 708.007568
	Iteration 4F: 3 clusters Score -109749.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -109794.109375 Penalty: 708.007568
	Iteration 5Q: 3 clusters Score -109794.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -109820.109375 Penalty: 708.007568
	Iteration 6Q: 3 clusters Score -109820.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -109837.562500 Penalty: 708.007568
	Iteration 7Q: 3 clusters Score -109837.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -109850.351562 Penalty: 708.007568
	Iteration 8Q: 3 clusters Score -109850.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -109859.804688 Penalty: 708.007568
	Iteration 9Q: 3 clusters Score -109859.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -109866.414062 Penalty: 708.007568
	Iteration 10Q: 3 clusters Score -109866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -109872.164062 Penalty: 708.007568
	Iteration 11Q: 3 clusters Score -109872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -109879.796875 Penalty: 708.007568
	Iteration 12Q: 3 clusters Score -109879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -109889.437500 Penalty: 708.007568
	Iteration 13Q: 3 clusters Score -109889.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -109901.898438 Penalty: 708.007568
	Iteration 14Q: 3 clusters Score -109901.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -109916.148438 Penalty: 708.007568
	Iteration 15Q: 3 clusters Score -109916.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -109935.320312 Penalty: 708.007568
	Iteration 16Q: 3 clusters Score -109935.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -109952.695312 Penalty: 708.007568
	Iteration 17Q: 3 clusters Score -109952.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -109964.585938 Penalty: 708.007568
	Iteration 18Q: 3 clusters Score -109964.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -109975.351562 Penalty: 708.007568
	Iteration 19Q: 3 clusters Score -109975.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -109983.851562 Penalty: 708.007568
	Iteration 20F: 3 clusters Score -109983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -109993.101562 Penalty: 708.007568
	Iteration 21Q: 3 clusters Score -109993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -110002.164062 Penalty: 708.007568
	Iteration 22Q: 3 clusters Score -110002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -110010.460938 Penalty: 708.007568
	Iteration 23Q: 3 clusters Score -110010.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -110015.500000 Penalty: 708.007568
	Iteration 24Q: 3 clusters Score -110015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -110020.054688 Penalty: 708.007568
	Iteration 25Q: 3 clusters Score -110020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -110021.632812 Penalty: 708.007568
	Iteration 26Q: 3 clusters Score -110021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -110023.218750 Penalty: 708.007568
	Iteration 27Q: 3 clusters Score -110023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -110024.656250 Penalty: 708.007568
	Iteration 28Q: 3 clusters Score -110024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -110027.375000 Penalty: 708.007568
	Iteration 29Q: 3 clusters Score -110027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -110032.554688 Penalty: 708.007568
	Iteration 30Q: 3 clusters Score -110032.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -110038.742188 Penalty: 708.007568
	Iteration 31Q: 3 clusters Score -110038.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -110044.843750 Penalty: 708.007568
	Iteration 32Q: 3 clusters Score -110044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -110050.515625 Penalty: 708.007568
	Iteration 33Q: 3 clusters Score -110050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -110059.476562 Penalty: 708.007568
	Iteration 34Q: 3 clusters Score -110059.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -110069.156250 Penalty: 708.007568
	Iteration 35Q: 3 clusters Score -110069.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -110079.960938 Penalty: 708.007568
	Iteration 36Q: 3 clusters Score -110080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -110090.421875 Penalty: 708.007568
	Iteration 37Q: 3 clusters Score -110090.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -110101.656250 Penalty: 708.007568
	Iteration 38Q: 3 clusters Score -110101.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -110107.976562 Penalty: 708.007568
	Iteration 39Q: 3 clusters Score -110108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -110112.148438 Penalty: 708.007568
	Iteration 40F: 3 clusters Score -110112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -110115.062500 Penalty: 708.007568
	Iteration 41Q: 3 clusters Score -110115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -110116.460938 Penalty: 708.007568
	Iteration 42Q: 3 clusters Score -110116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110116.617188 Penalty: 708.007568
	Iteration 43Q: 3 clusters Score -110116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -110116.765625 Penalty: 708.007568
	Iteration 44Q: 3 clusters Score -110116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -110116.765625 Penalty: 708.007568
	Iteration 45F: 3 clusters Score -110116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 183430 members 
Mstep: Class 3 contains 1633 members 
Mstep: Class 4 contains 33737 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 103260 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 4760 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 239Q: 28 clusters Score -2.32359e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 183386 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31773 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 103250 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 4779 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75844 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235934.000000 Penalty: 16169.891602
Iteration 240F: 28 clusters Score -2.323593e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 183337 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33729 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31776 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 103245 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75855 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235970.000000 Penalty: 16169.891602
Iteration 241Q: 28 clusters Score -2.323597e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 183291 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33723 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 103240 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 3074 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75862 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235976.000000 Penalty: 16169.891602
Iteration 242Q: 28 clusters Score -2.323598e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 183243 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33723 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3073 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75868 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235956.000000 Penalty: 16169.891602
Iteration 243Q: 28 clusters Score -2.323596e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 183192 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33723 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31794 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 4870 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75876 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235928.000000 Penalty: 16169.891602
Iteration 244Q: 28 clusters Score -2.323593e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 183128 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33732 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 103236 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 4898 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75892 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235918.000000 Penalty: 16169.891602
Iteration 245Q: 28 clusters Score -2.323592e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 183069 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 33736 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31794 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 103235 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75910 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235904.000000 Penalty: 16169.891602
Iteration 246Q: 28 clusters Score -2.32359e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 183011 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 4 contains 33736 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31792 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103235 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 4966 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75928 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235922.000000 Penalty: 16169.891602
Iteration 247Q: 28 clusters Score -2.323592e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 182945 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 33739 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103237 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 5000 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75952 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235870.000000 Penalty: 16169.891602
Iteration 248Q: 28 clusters Score -2.323587e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 182884 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33739 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31798 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103237 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75972 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235910.000000 Penalty: 16169.891602
Iteration 249Q: 28 clusters Score -2.323591e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 182837 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31800 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103236 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75977 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235928.000000 Penalty: 16169.891602
Iteration 250Q: 28 clusters Score -2.323593e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 182779 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33739 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103240 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75990 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235954.000000 Penalty: 16169.891602
Iteration 251Q: 28 clusters Score -2.323595e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 182726 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33739 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76006 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235928.000000 Penalty: 16169.891602
Iteration 252Q: 28 clusters Score -2.323593e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 182671 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31805 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103242 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76014 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235906.000000 Penalty: 16169.891602
Iteration 253Q: 28 clusters Score -2.323591e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 182607 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103243 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 5138 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76025 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235878.000000 Penalty: 16169.891602
Iteration 254Q: 28 clusters Score -2.323588e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 182531 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33733 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103244 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76031 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235862.000000 Penalty: 16169.891602
Iteration 255Q: 28 clusters Score -2.323586e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 182471 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33730 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31806 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103244 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5176 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76034 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235852.000000 Penalty: 16169.891602
Iteration 256Q: 28 clusters Score -2.323585e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 182414 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33721 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103244 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76053 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235884.000000 Penalty: 16169.891602
Iteration 257Q: 28 clusters Score -2.323588e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 182372 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33714 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103238 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 5228 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76068 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235902.000000 Penalty: 16169.891602
Iteration 258Q: 28 clusters Score -2.32359e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 182333 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33708 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 103236 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 5257 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76080 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 259Q: 28 clusters Score -2.32359e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 182270 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33704 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31797 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 103246 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76092 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235924.000000 Penalty: 16169.891602
Iteration 260F: 28 clusters Score -2.323592e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 182228 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33698 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31794 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 103243 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76098 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235936.000000 Penalty: 16169.891602
Iteration 261Q: 28 clusters Score -2.323594e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 182191 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33697 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31792 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103241 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76104 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 262Q: 28 clusters Score -2.32359e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 182141 members 
Mstep: Class 3 contains 1628 members 
Mstep: Class 4 contains 33699 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31791 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103238 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76113 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235914.000000 Penalty: 16169.891602
Iteration 263Q: 28 clusters Score -2.323591e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 182094 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33698 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103236 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 5371 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76121 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235944.000000 Penalty: 16169.891602
Iteration 264Q: 28 clusters Score -2.323594e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 182049 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33695 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103236 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76122 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 16169.891602
Iteration 265Q: 28 clusters Score -2.323589e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 182002 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33691 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31782 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103240 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 5424 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76129 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235930.000000 Penalty: 16169.891602
Iteration 266Q: 28 clusters Score -2.323593e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 181963 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33688 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31780 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103240 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3764 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76132 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235962.000000 Penalty: 16169.891602
Iteration 267Q: 28 clusters Score -2.323596e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 181927 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33683 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31778 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 5471 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76131 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235968.000000 Penalty: 16169.891602
Iteration 268Q: 28 clusters Score -2.323597e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 181898 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33676 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31772 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76130 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235980.000000 Penalty: 16169.891602
Iteration 269Q: 28 clusters Score -2.323598e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 181859 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33677 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31764 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 103239 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76127 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235976.000000 Penalty: 16169.891602
Iteration 270Q: 28 clusters Score -2.323598e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 181814 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33672 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31763 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 103243 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3759 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76124 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 16169.891602
Iteration 271Q: 28 clusters Score -2.323595e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 181779 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33670 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31760 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 103245 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76116 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235970.000000 Penalty: 16169.891602
Iteration 272Q: 28 clusters Score -2.323597e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 181729 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33667 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31761 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 103246 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76110 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236016.000000 Penalty: 16169.891602
Iteration 273Q: 28 clusters Score -2.323602e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 181671 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33665 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4138 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31764 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 103246 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76113 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236022.000000 Penalty: 16169.891602
Iteration 274Q: 28 clusters Score -2.323602e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 181620 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33658 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 2392 members 
Mstep: Class 10 contains 103251 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76112 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236054.000000 Penalty: 16169.891602
Iteration 275Q: 28 clusters Score -2.323605e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 181563 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33652 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 103253 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76116 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236014.000000 Penalty: 16169.891602
Iteration 276Q: 28 clusters Score -2.323601e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 181515 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33649 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 103256 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 5547 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76120 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236034.000000 Penalty: 16169.891602
Iteration 277Q: 28 clusters Score -2.323603e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 181461 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33644 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31773 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103262 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3735 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76131 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236036.000000 Penalty: 16169.891602
Iteration 278Q: 28 clusters Score -2.323604e+07 nChanged 96
Entering ConstructFrom: 
Score: -23236036.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (57686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Entering Unmasked Estep 
Score: -2706270.000000 Penalty: 498.806000
	Iteration 0F: 2 clusters Score -2706270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -2667679.250000 Penalty: 997.612000
	Iteration 0F: 3 clusters Score -2667679 nChanged 27855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -2684804.500000 Penalty: 997.612000
	Iteration 1F: 3 clusters Score -2684804 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -2686447.250000 Penalty: 997.612000
	Iteration 2F: 3 clusters Score -2686447 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -2689374.250000 Penalty: 997.612000
	Iteration 3F: 3 clusters Score -2689374 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -2694155.750000 Penalty: 997.612000
	Iteration 4F: 3 clusters Score -2694156 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -2699818.750000 Penalty: 997.612000
	Iteration 5F: 3 clusters Score -2699819 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -2703682.500000 Penalty: 997.612000
	Iteration 6F: 3 clusters Score -2703682 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -2705248.500000 Penalty: 997.612000
	Iteration 7Q: 3 clusters Score -2705248 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -2705670.750000 Penalty: 997.612000
	Iteration 8Q: 3 clusters Score -2705671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -2705782.000000 Penalty: 997.612000
	Iteration 9Q: 3 clusters Score -2705782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -2705806.000000 Penalty: 997.612000
	Iteration 10Q: 3 clusters Score -2705806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -2705822.250000 Penalty: 997.612000
	Iteration 11Q: 3 clusters Score -2705822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -2705828.000000 Penalty: 997.612000
	Iteration 12Q: 3 clusters Score -2705828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -2705838.250000 Penalty: 997.612000
	Iteration 13Q: 3 clusters Score -2705838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -2705840.500000 Penalty: 997.612000
	Iteration 14Q: 3 clusters Score -2705840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -2705840.500000 Penalty: 997.612000
	Iteration 15Q: 3 clusters Score -2705840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -2705848.000000 Penalty: 997.612000
	Iteration 16Q: 3 clusters Score -2705848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -2705848.250000 Penalty: 997.612000
	Iteration 17Q: 3 clusters Score -2705848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -2705853.000000 Penalty: 997.612000
	Iteration 18Q: 3 clusters Score -2705853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -2705850.500000 Penalty: 997.612000
	Iteration 19Q: 3 clusters Score -2705850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -2705850.500000 Penalty: 997.612000
	Iteration 20F: 3 clusters Score -2705850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181404 members 
Entering Unmasked Estep 
Score: -8355926.000000 Penalty: 550.935974
	Iteration 0F: 2 clusters Score -8355926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -8240391.500000 Penalty: 1101.871948
	Iteration 0F: 3 clusters Score -8240392 nChanged 88907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -8296586.500000 Penalty: 1101.871948
	Iteration 1F: 3 clusters Score -8296586 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -8300532.000000 Penalty: 1101.871948
	Iteration 2Q: 3 clusters Score -8300532 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -8306894.000000 Penalty: 1101.871948
	Iteration 3F: 3 clusters Score -8306894 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 116651 members 
Entering Unmasked Estep 
Score: -8315996.500000 Penalty: 1101.871948
	Iteration 4F: 3 clusters Score -8315996 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -8326242.500000 Penalty: 1101.871948
	Iteration 5F: 3 clusters Score -8326242 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 128988 members 
Entering Unmasked Estep 
Score: -8333385.500000 Penalty: 1101.871948
	Iteration 6F: 3 clusters Score -8333386 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -8336537.000000 Penalty: 1101.871948
	Iteration 7Q: 3 clusters Score -8336537 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 135818 members 
Entering Unmasked Estep 
Score: -8338110.500000 Penalty: 1101.871948
	Iteration 8Q: 3 clusters Score -8338110 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -8339437.000000 Penalty: 1101.871948
	Iteration 9Q: 3 clusters Score -8339437 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 143406 members 
Entering Unmasked Estep 
Score: -8341094.000000 Penalty: 1101.871948
	Iteration 10Q: 3 clusters Score -8341094 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 147954 members 
Entering Unmasked Estep 
Score: -8342947.500000 Penalty: 1101.871948
	Iteration 11Q: 3 clusters Score -8342948 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -8344975.000000 Penalty: 1101.871948
	Iteration 12Q: 3 clusters Score -8344975 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 158701 members 
Entering Unmasked Estep 
Score: -8346993.000000 Penalty: 1101.871948
	Iteration 13Q: 3 clusters Score -8346993 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -8348942.000000 Penalty: 1101.871948
	Iteration 14Q: 3 clusters Score -8348942 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 169013 members 
Entering Unmasked Estep 
Score: -8350722.000000 Penalty: 1101.871948
	Iteration 15Q: 3 clusters Score -8350722 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -8352111.000000 Penalty: 1101.871948
	Iteration 16Q: 3 clusters Score -8352111 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 176849 members 
Entering Unmasked Estep 
Score: -8353523.500000 Penalty: 1101.871948
	Iteration 17Q: 3 clusters Score -8353524 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 179414 members 
Entering Unmasked Estep 
Score: -8354514.000000 Penalty: 1101.871948
	Iteration 18Q: 3 clusters Score -8354514 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -8355091.500000 Penalty: 1101.871948
	Iteration 19Q: 3 clusters Score -8355092 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181247 members 
Entering Unmasked Estep 
Score: -8355320.000000 Penalty: 1101.871948
	Iteration 20F: 3 clusters Score -8355320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -8355411.000000 Penalty: 1101.871948
	Iteration 21Q: 3 clusters Score -8355411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 181367 members 
Entering Unmasked Estep 
Score: -8355438.500000 Penalty: 1101.871948
	Iteration 22Q: 3 clusters Score -8355438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 181370 members 
Entering Unmasked Estep 
Score: -8355450.000000 Penalty: 1101.871948
	Iteration 23Q: 3 clusters Score -8355450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 181370 members 
Entering Unmasked Estep 
Score: -8355450.000000 Penalty: 1101.871948
	Iteration 24F: 3 clusters Score -8355450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -78625.335938 Penalty: 336.449432
	Iteration 0F: 2 clusters Score -78625.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77392.765625 Penalty: 672.898865
	Iteration 0F: 3 clusters Score -77392.77 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -77864.734375 Penalty: 672.898865
	Iteration 1F: 3 clusters Score -77864.73 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -77986.898438 Penalty: 672.898865
	Iteration 2F: 3 clusters Score -77986.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -78095.351562 Penalty: 672.898865
	Iteration 3F: 3 clusters Score -78095.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -78173.851562 Penalty: 672.898865
	Iteration 4F: 3 clusters Score -78173.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -78245.000000 Penalty: 672.898865
	Iteration 5F: 3 clusters Score -78245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -78288.492188 Penalty: 672.898865
	Iteration 6Q: 3 clusters Score -78288.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -78322.132812 Penalty: 672.898865
	Iteration 7Q: 3 clusters Score -78322.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -78340.695312 Penalty: 672.898865
	Iteration 8Q: 3 clusters Score -78340.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -78358.929688 Penalty: 672.898865
	Iteration 9Q: 3 clusters Score -78358.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -78370.460938 Penalty: 672.898865
	Iteration 10Q: 3 clusters Score -78370.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -78374.273438 Penalty: 672.898865
	Iteration 11Q: 3 clusters Score -78374.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -78377.484375 Penalty: 672.898865
	Iteration 12Q: 3 clusters Score -78377.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -78380.484375 Penalty: 672.898865
	Iteration 13Q: 3 clusters Score -78380.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -78385.414062 Penalty: 672.898865
	Iteration 14Q: 3 clusters Score -78385.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -78393.492188 Penalty: 672.898865
	Iteration 15Q: 3 clusters Score -78393.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -78395.781250 Penalty: 672.898865
	Iteration 16Q: 3 clusters Score -78395.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -78396.820312 Penalty: 672.898865
	Iteration 17Q: 3 clusters Score -78396.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -78397.039062 Penalty: 672.898865
	Iteration 18Q: 3 clusters Score -78397.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -78398.203125 Penalty: 672.898865
	Iteration 19Q: 3 clusters Score -78398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -78399.546875 Penalty: 672.898865
	Iteration 20F: 3 clusters Score -78399.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -78399.906250 Penalty: 672.898865
	Iteration 21Q: 3 clusters Score -78399.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -78400.710938 Penalty: 672.898865
	Iteration 22Q: 3 clusters Score -78400.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -78401.179688 Penalty: 672.898865
	Iteration 23Q: 3 clusters Score -78401.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -78401.179688 Penalty: 672.898865
	Iteration 24F: 3 clusters Score -78401.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Entering Unmasked Estep 
Score: -1614330.000000 Penalty: 474.269287
	Iteration 0F: 2 clusters Score -1614330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1591838.500000 Penalty: 948.538574
	Iteration 0F: 3 clusters Score -1591838 nChanged 16102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1602661.750000 Penalty: 948.538574
	Iteration 1F: 3 clusters Score -1602662 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1603982.875000 Penalty: 948.538574
	Iteration 2F: 3 clusters Score -1603983 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -1605616.125000 Penalty: 948.538574
	Iteration 3F: 3 clusters Score -1605616 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -1607689.625000 Penalty: 948.538574
	Iteration 4F: 3 clusters Score -1607690 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -1609824.375000 Penalty: 948.538574
	Iteration 5F: 3 clusters Score -1609824 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -1611617.125000 Penalty: 948.538574
	Iteration 6F: 3 clusters Score -1611617 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -1612748.625000 Penalty: 948.538574
	Iteration 7Q: 3 clusters Score -1612749 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -1613364.500000 Penalty: 948.538574
	Iteration 8Q: 3 clusters Score -1613364 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -1613639.125000 Penalty: 948.538574
	Iteration 9Q: 3 clusters Score -1613639 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -1613779.750000 Penalty: 948.538574
	Iteration 10Q: 3 clusters Score -1613780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -1613827.250000 Penalty: 948.538574
	Iteration 11Q: 3 clusters Score -1613827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -1613855.125000 Penalty: 948.538574
	Iteration 12Q: 3 clusters Score -1613855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -1613882.375000 Penalty: 948.538574
	Iteration 13Q: 3 clusters Score -1613882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -1613899.750000 Penalty: 948.538574
	Iteration 14Q: 3 clusters Score -1613900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -1613915.125000 Penalty: 948.538574
	Iteration 15Q: 3 clusters Score -1613915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -1613927.000000 Penalty: 948.538574
	Iteration 16Q: 3 clusters Score -1613927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -1613933.875000 Penalty: 948.538574
	Iteration 17Q: 3 clusters Score -1613934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -1613943.375000 Penalty: 948.538574
	Iteration 18Q: 3 clusters Score -1613943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -1613949.250000 Penalty: 948.538574
	Iteration 19Q: 3 clusters Score -1613949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -1613959.375000 Penalty: 948.538574
	Iteration 20F: 3 clusters Score -1613959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -1613968.750000 Penalty: 948.538574
	Iteration 21Q: 3 clusters Score -1613969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -1613978.875000 Penalty: 948.538574
	Iteration 22Q: 3 clusters Score -1613979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -1613980.500000 Penalty: 948.538574
	Iteration 23Q: 3 clusters Score -1613980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -1613982.500000 Penalty: 948.538574
	Iteration 24Q: 3 clusters Score -1613982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -1613984.125000 Penalty: 948.538574
	Iteration 25Q: 3 clusters Score -1613984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -1613986.000000 Penalty: 948.538574
	Iteration 26Q: 3 clusters Score -1613986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -1613985.250000 Penalty: 948.538574
	Iteration 27Q: 3 clusters Score -1613985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -1613985.250000 Penalty: 948.538574
	Iteration 28F: 3 clusters Score -1613985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34925.601562 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34925.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35243.367188 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35243.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35330.863281 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35330.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35387.394531 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35387.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35446.082031 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35446.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35496.503906 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -35496.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35548.707031 Penalty: 618.205444
	Iteration 6F: 3 clusters Score -35548.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35604.898438 Penalty: 618.205444
	Iteration 7F: 3 clusters Score -35604.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35666.593750 Penalty: 618.205444
	Iteration 8F: 3 clusters Score -35666.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35704.988281 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35704.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -35729.308594 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35729.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -35740.875000 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35740.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -35750.613281 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -35750.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -35755.847656 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -35755.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -35756.363281 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -35756.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -35756.363281 Penalty: 618.205444
	Iteration 15F: 3 clusters Score -35756.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 181404 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33641 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103272 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76141 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Mstep: Class 28 contains 44 members 
Entering Unmasked Estep 
Score: -23235830.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23236036.000000 to -23235830.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -178874.578125 Penalty: 378.889557
	Iteration 0F: 2 clusters Score -178874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -176047.609375 Penalty: 757.779114
	Iteration 0F: 3 clusters Score -176047.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -177085.421875 Penalty: 757.779114
	Iteration 1F: 3 clusters Score -177085.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -177156.312500 Penalty: 757.779114
	Iteration 2Q: 3 clusters Score -177156.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -177211.359375 Penalty: 757.779114
	Iteration 3Q: 3 clusters Score -177211.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -177257.500000 Penalty: 757.779114
	Iteration 4Q: 3 clusters Score -177257.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -177302.500000 Penalty: 757.779114
	Iteration 5Q: 3 clusters Score -177302.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -177369.390625 Penalty: 757.779114
	Iteration 6Q: 3 clusters Score -177369.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -177470.343750 Penalty: 757.779114
	Iteration 7Q: 3 clusters Score -177470.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -177605.671875 Penalty: 757.779114
	Iteration 8Q: 3 clusters Score -177605.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -177763.203125 Penalty: 757.779114
	Iteration 9Q: 3 clusters Score -177763.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -177944.500000 Penalty: 757.779114
	Iteration 10F: 3 clusters Score -177944.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -178083.718750 Penalty: 757.779114
	Iteration 11Q: 3 clusters Score -178083.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -178157.093750 Penalty: 757.779114
	Iteration 12Q: 3 clusters Score -178157.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -178215.250000 Penalty: 757.779114
	Iteration 13Q: 3 clusters Score -178215.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -178278.812500 Penalty: 757.779114
	Iteration 14Q: 3 clusters Score -178278.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -178339.250000 Penalty: 757.779114
	Iteration 15Q: 3 clusters Score -178339.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -178398.046875 Penalty: 757.779114
	Iteration 16Q: 3 clusters Score -178398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -178448.734375 Penalty: 757.779114
	Iteration 17Q: 3 clusters Score -178448.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -178471.453125 Penalty: 757.779114
	Iteration 18Q: 3 clusters Score -178471.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -178484.375000 Penalty: 757.779114
	Iteration 19Q: 3 clusters Score -178484.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -178494.593750 Penalty: 757.779114
	Iteration 20F: 3 clusters Score -178494.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -178504.234375 Penalty: 757.779114
	Iteration 21Q: 3 clusters Score -178504.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -178511.328125 Penalty: 757.779114
	Iteration 22Q: 3 clusters Score -178511.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -178517.859375 Penalty: 757.779114
	Iteration 23Q: 3 clusters Score -178517.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -178520.859375 Penalty: 757.779114
	Iteration 24Q: 3 clusters Score -178520.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -178522.437500 Penalty: 757.779114
	Iteration 25Q: 3 clusters Score -178522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -178523.562500 Penalty: 757.779114
	Iteration 26Q: 3 clusters Score -178523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -178526.156250 Penalty: 757.779114
	Iteration 27Q: 3 clusters Score -178526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -178528.437500 Penalty: 757.779114
	Iteration 28Q: 3 clusters Score -178528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -178532.093750 Penalty: 757.779114
	Iteration 29Q: 3 clusters Score -178532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -178533.687500 Penalty: 757.779114
	Iteration 30Q: 3 clusters Score -178533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -178534.750000 Penalty: 757.779114
	Iteration 31Q: 3 clusters Score -178534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -178535.390625 Penalty: 757.779114
	Iteration 32Q: 3 clusters Score -178535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -178535.828125 Penalty: 757.779114
	Iteration 33Q: 3 clusters Score -178535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -178535.843750 Penalty: 757.779114
	Iteration 34Q: 3 clusters Score -178535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -178536.078125 Penalty: 757.779114
	Iteration 35Q: 3 clusters Score -178536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -178536.000000 Penalty: 757.779114
	Iteration 36Q: 3 clusters Score -178536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -178536.468750 Penalty: 757.779114
	Iteration 37Q: 3 clusters Score -178536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -178536.296875 Penalty: 757.779114
	Iteration 38Q: 3 clusters Score -178536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -178536.671875 Penalty: 757.779114
	Iteration 39Q: 3 clusters Score -178536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -178537.109375 Penalty: 757.779114
	Iteration 40F: 3 clusters Score -178537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -178538.031250 Penalty: 757.779114
	Iteration 41Q: 3 clusters Score -178538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -178538.734375 Penalty: 757.779114
	Iteration 42Q: 3 clusters Score -178538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -178539.015625 Penalty: 757.779114
	Iteration 43Q: 3 clusters Score -178539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -178539.062500 Penalty: 757.779114
	Iteration 44Q: 3 clusters Score -178539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -178539.281250 Penalty: 757.779114
	Iteration 45Q: 3 clusters Score -178539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -178539.484375 Penalty: 757.779114
	Iteration 46Q: 3 clusters Score -178539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -178539.609375 Penalty: 757.779114
	Iteration 47Q: 3 clusters Score -178539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -178539.609375 Penalty: 757.779114
	Iteration 48F: 3 clusters Score -178539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11566.018555 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11566.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11651.454102 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11651.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11669.708008 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11669.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11679.959961 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -11679.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11684.336914 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11684.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11685.080078 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11685.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11685.482422 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11685.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11685.482422 Penalty: 519.044189
	Iteration 7F: 3 clusters Score -11685.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Entering Unmasked Estep 
Score: -1396851.875000 Penalty: 471.672791
	Iteration 0F: 2 clusters Score -1396852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1375718.875000 Penalty: 943.345581
	Iteration 0F: 3 clusters Score -1375719 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1384607.375000 Penalty: 943.345581
	Iteration 1F: 3 clusters Score -1384607 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1385185.625000 Penalty: 943.345581
	Iteration 2Q: 3 clusters Score -1385186 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1386252.750000 Penalty: 943.345581
	Iteration 3F: 3 clusters Score -1386253 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1387922.625000 Penalty: 943.345581
	Iteration 4F: 3 clusters Score -1387923 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -1389868.750000 Penalty: 943.345581
	Iteration 5F: 3 clusters Score -1389869 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -1391712.250000 Penalty: 943.345581
	Iteration 6F: 3 clusters Score -1391712 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -1393281.875000 Penalty: 943.345581
	Iteration 7F: 3 clusters Score -1393282 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1394458.000000 Penalty: 943.345581
	Iteration 8Q: 3 clusters Score -1394458 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -1395289.500000 Penalty: 943.345581
	Iteration 9Q: 3 clusters Score -1395290 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -1395861.000000 Penalty: 943.345581
	Iteration 10Q: 3 clusters Score -1395861 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -1396185.875000 Penalty: 943.345581
	Iteration 11Q: 3 clusters Score -1396186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -1396327.500000 Penalty: 943.345581
	Iteration 12Q: 3 clusters Score -1396328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1396389.625000 Penalty: 943.345581
	Iteration 13Q: 3 clusters Score -1396390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -1396412.500000 Penalty: 943.345581
	Iteration 14Q: 3 clusters Score -1396412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -1396431.625000 Penalty: 943.345581
	Iteration 15Q: 3 clusters Score -1396432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -1396445.875000 Penalty: 943.345581
	Iteration 16Q: 3 clusters Score -1396446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -1396453.125000 Penalty: 943.345581
	Iteration 17Q: 3 clusters Score -1396453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -1396457.250000 Penalty: 943.345581
	Iteration 18Q: 3 clusters Score -1396457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1396460.875000 Penalty: 943.345581
	Iteration 19Q: 3 clusters Score -1396461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1396460.875000 Penalty: 943.345581
	Iteration 20F: 3 clusters Score -1396461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -102847.117188 Penalty: 353.889557
	Iteration 0F: 2 clusters Score -102847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -101148.148438 Penalty: 707.779114
	Iteration 0F: 3 clusters Score -101148.1 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -101771.679688 Penalty: 707.779114
	Iteration 1F: 3 clusters Score -101771.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -101987.882812 Penalty: 707.779114
	Iteration 2F: 3 clusters Score -101987.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -102167.117188 Penalty: 707.779114
	Iteration 3F: 3 clusters Score -102167.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -102296.625000 Penalty: 707.779114
	Iteration 4F: 3 clusters Score -102296.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -102369.460938 Penalty: 707.779114
	Iteration 5F: 3 clusters Score -102369.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -102433.023438 Penalty: 707.779114
	Iteration 6Q: 3 clusters Score -102433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -102478.945312 Penalty: 707.779114
	Iteration 7Q: 3 clusters Score -102478.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -102491.304688 Penalty: 707.779114
	Iteration 8Q: 3 clusters Score -102491.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -102498.539062 Penalty: 707.779114
	Iteration 9Q: 3 clusters Score -102498.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102501.781250 Penalty: 707.779114
	Iteration 10Q: 3 clusters Score -102501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -102503.507812 Penalty: 707.779114
	Iteration 11Q: 3 clusters Score -102503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -102504.937500 Penalty: 707.779114
	Iteration 12Q: 3 clusters Score -102504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -102505.984375 Penalty: 707.779114
	Iteration 13Q: 3 clusters Score -102506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -102507.304688 Penalty: 707.779114
	Iteration 14Q: 3 clusters Score -102507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -102508.085938 Penalty: 707.779114
	Iteration 15Q: 3 clusters Score -102508.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -102508.421875 Penalty: 707.779114
	Iteration 16Q: 3 clusters Score -102508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -102508.601562 Penalty: 707.779114
	Iteration 17Q: 3 clusters Score -102508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -102508.601562 Penalty: 707.779114
	Iteration 18F: 3 clusters Score -102508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Entering Unmasked Estep 
Score: -4847909.000000 Penalty: 525.303040
	Iteration 0F: 2 clusters Score -4847909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -4779164.000000 Penalty: 1050.606079
	Iteration 0F: 3 clusters Score -4779164 nChanged 50336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -4809321.500000 Penalty: 1050.606079
	Iteration 1F: 3 clusters Score -4809322 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -4810335.500000 Penalty: 1050.606079
	Iteration 2Q: 3 clusters Score -4810336 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -4811724.500000 Penalty: 1050.606079
	Iteration 3Q: 3 clusters Score -4811724 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -4813870.000000 Penalty: 1050.606079
	Iteration 4Q: 3 clusters Score -4813870 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -4817052.000000 Penalty: 1050.606079
	Iteration 5F: 3 clusters Score -4817052 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -4821129.500000 Penalty: 1050.606079
	Iteration 6F: 3 clusters Score -4821130 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -4825006.000000 Penalty: 1050.606079
	Iteration 7F: 3 clusters Score -4825006 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -4827505.000000 Penalty: 1050.606079
	Iteration 8Q: 3 clusters Score -4827505 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -4828512.000000 Penalty: 1050.606079
	Iteration 9Q: 3 clusters Score -4828512 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -4828786.500000 Penalty: 1050.606079
	Iteration 10Q: 3 clusters Score -4828786 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -4828905.000000 Penalty: 1050.606079
	Iteration 11Q: 3 clusters Score -4828905 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -4828943.500000 Penalty: 1050.606079
	Iteration 12Q: 3 clusters Score -4828944 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -4828987.000000 Penalty: 1050.606079
	Iteration 13Q: 3 clusters Score -4828987 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -4829046.000000 Penalty: 1050.606079
	Iteration 14Q: 3 clusters Score -4829046 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -4829065.000000 Penalty: 1050.606079
	Iteration 15Q: 3 clusters Score -4829065 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -4829111.500000 Penalty: 1050.606079
	Iteration 16Q: 3 clusters Score -4829112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -4829153.000000 Penalty: 1050.606079
	Iteration 17Q: 3 clusters Score -4829153 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -4829213.000000 Penalty: 1050.606079
	Iteration 18Q: 3 clusters Score -4829213 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -4829254.000000 Penalty: 1050.606079
	Iteration 19Q: 3 clusters Score -4829254 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -4829322.000000 Penalty: 1050.606079
	Iteration 20F: 3 clusters Score -4829322 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -4829372.000000 Penalty: 1050.606079
	Iteration 21Q: 3 clusters Score -4829372 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -4829399.500000 Penalty: 1050.606079
	Iteration 22Q: 3 clusters Score -4829400 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -4829467.500000 Penalty: 1050.606079
	Iteration 23Q: 3 clusters Score -4829468 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -4829548.500000 Penalty: 1050.606079
	Iteration 24Q: 3 clusters Score -4829548 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -4829630.000000 Penalty: 1050.606079
	Iteration 25Q: 3 clusters Score -4829630 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -4829717.000000 Penalty: 1050.606079
	Iteration 26Q: 3 clusters Score -4829717 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -4829812.000000 Penalty: 1050.606079
	Iteration 27Q: 3 clusters Score -4829812 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -4829901.500000 Penalty: 1050.606079
	Iteration 28Q: 3 clusters Score -4829902 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -4830034.500000 Penalty: 1050.606079
	Iteration 29Q: 3 clusters Score -4830034 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -4830143.500000 Penalty: 1050.606079
	Iteration 30Q: 3 clusters Score -4830144 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -4830290.500000 Penalty: 1050.606079
	Iteration 31Q: 3 clusters Score -4830290 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -4830493.500000 Penalty: 1050.606079
	Iteration 32Q: 3 clusters Score -4830494 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -4830731.500000 Penalty: 1050.606079
	Iteration 33Q: 3 clusters Score -4830732 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -4831030.000000 Penalty: 1050.606079
	Iteration 34Q: 3 clusters Score -4831030 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -4831362.500000 Penalty: 1050.606079
	Iteration 35Q: 3 clusters Score -4831362 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -4831687.000000 Penalty: 1050.606079
	Iteration 36Q: 3 clusters Score -4831687 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -4832115.500000 Penalty: 1050.606079
	Iteration 37Q: 3 clusters Score -4832116 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -4832625.000000 Penalty: 1050.606079
	Iteration 38Q: 3 clusters Score -4832625 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -4833232.000000 Penalty: 1050.606079
	Iteration 39Q: 3 clusters Score -4833232 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -4833947.500000 Penalty: 1050.606079
	Iteration 40F: 3 clusters Score -4833948 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -4834754.500000 Penalty: 1050.606079
	Iteration 41Q: 3 clusters Score -4834754 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -4835605.000000 Penalty: 1050.606079
	Iteration 42Q: 3 clusters Score -4835605 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -4836573.000000 Penalty: 1050.606079
	Iteration 43Q: 3 clusters Score -4836573 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -4837632.000000 Penalty: 1050.606079
	Iteration 44Q: 3 clusters Score -4837632 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -4838793.000000 Penalty: 1050.606079
	Iteration 45Q: 3 clusters Score -4838793 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -4840018.500000 Penalty: 1050.606079
	Iteration 46Q: 3 clusters Score -4840018 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -4841163.000000 Penalty: 1050.606079
	Iteration 47Q: 3 clusters Score -4841163 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -4842279.500000 Penalty: 1050.606079
	Iteration 48Q: 3 clusters Score -4842280 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -4843332.500000 Penalty: 1050.606079
	Iteration 49Q: 3 clusters Score -4843332 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -4844270.500000 Penalty: 1050.606079
	Iteration 50Q: 3 clusters Score -4844270 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -4844999.500000 Penalty: 1050.606079
	Iteration 51Q: 3 clusters Score -4845000 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -4845641.000000 Penalty: 1050.606079
	Iteration 52Q: 3 clusters Score -4845641 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -4846171.000000 Penalty: 1050.606079
	Iteration 53Q: 3 clusters Score -4846171 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -4846544.000000 Penalty: 1050.606079
	Iteration 54Q: 3 clusters Score -4846544 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -4846802.500000 Penalty: 1050.606079
	Iteration 55Q: 3 clusters Score -4846802 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 102128 members 
Entering Unmasked Estep 
Score: -4847027.000000 Penalty: 1050.606079
	Iteration 56Q: 3 clusters Score -4847027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -4847160.000000 Penalty: 1050.606079
	Iteration 57Q: 3 clusters Score -4847160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -4847278.000000 Penalty: 1050.606079
	Iteration 58Q: 3 clusters Score -4847278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -4847382.500000 Penalty: 1050.606079
	Iteration 59Q: 3 clusters Score -4847382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -4847468.000000 Penalty: 1050.606079
	Iteration 60F: 3 clusters Score -4847468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 102700 members 
Entering Unmasked Estep 
Score: -4847510.000000 Penalty: 1050.606079
	Iteration 61Q: 3 clusters Score -4847510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -4847532.500000 Penalty: 1050.606079
	Iteration 62Q: 3 clusters Score -4847532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -4847547.500000 Penalty: 1050.606079
	Iteration 63Q: 3 clusters Score -4847548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 102763 members 
Entering Unmasked Estep 
Score: -4847562.500000 Penalty: 1050.606079
	Iteration 64Q: 3 clusters Score -4847562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -4847565.000000 Penalty: 1050.606079
	Iteration 65Q: 3 clusters Score -4847565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -4847576.500000 Penalty: 1050.606079
	Iteration 66Q: 3 clusters Score -4847576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -4847578.000000 Penalty: 1050.606079
	Iteration 67Q: 3 clusters Score -4847578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -4847587.000000 Penalty: 1050.606079
	Iteration 68Q: 3 clusters Score -4847587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -4847585.500000 Penalty: 1050.606079
	Iteration 69Q: 3 clusters Score -4847586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -4847590.000000 Penalty: 1050.606079
	Iteration 70Q: 3 clusters Score -4847590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -4847591.500000 Penalty: 1050.606079
	Iteration 71Q: 3 clusters Score -4847592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -4847587.500000 Penalty: 1050.606079
	Iteration 72Q: 3 clusters Score -4847588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -4847594.000000 Penalty: 1050.606079
	Iteration 73Q: 3 clusters Score -4847594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -4847596.000000 Penalty: 1050.606079
	Iteration 74Q: 3 clusters Score -4847596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -4847598.000000 Penalty: 1050.606079
	Iteration 75Q: 3 clusters Score -4847598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -4847601.000000 Penalty: 1050.606079
	Iteration 76Q: 3 clusters Score -4847601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -4847601.000000 Penalty: 1050.606079
	Iteration 77Q: 3 clusters Score -4847601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -4847601.500000 Penalty: 1050.606079
	Iteration 78Q: 3 clusters Score -4847602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -4847602.000000 Penalty: 1050.606079
	Iteration 79Q: 3 clusters Score -4847602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -4847603.000000 Penalty: 1050.606079
	Iteration 80F: 3 clusters Score -4847603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -4847600.000000 Penalty: 1050.606079
	Iteration 81Q: 3 clusters Score -4847600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -4847598.500000 Penalty: 1050.606079
	Iteration 82Q: 3 clusters Score -4847598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 102797 members 
Entering Unmasked Estep 
Score: -4847598.500000 Penalty: 1050.606079
	Iteration 83Q: 3 clusters Score -4847598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -4847603.500000 Penalty: 1050.606079
	Iteration 84Q: 3 clusters Score -4847604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -4847599.000000 Penalty: 1050.606079
	Iteration 85Q: 3 clusters Score -4847599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -4847599.500000 Penalty: 1050.606079
	Iteration 86Q: 3 clusters Score -4847600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -4847601.000000 Penalty: 1050.606079
	Iteration 87Q: 3 clusters Score -4847601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -4847601.000000 Penalty: 1050.606079
	Iteration 88F: 3 clusters Score -4847601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -64093.917969 Penalty: 329.936218
	Iteration 0F: 2 clusters Score -64093.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -63048.683594 Penalty: 659.872437
	Iteration 0F: 3 clusters Score -63048.68 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63428.281250 Penalty: 659.872437
	Iteration 1F: 3 clusters Score -63428.28 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -63501.679688 Penalty: 659.872437
	Iteration 2F: 3 clusters Score -63501.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63543.648438 Penalty: 659.872437
	Iteration 3F: 3 clusters Score -63543.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -63569.468750 Penalty: 659.872437
	Iteration 4Q: 3 clusters Score -63569.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -63594.382812 Penalty: 659.872437
	Iteration 5Q: 3 clusters Score -63594.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63611.664062 Penalty: 659.872437
	Iteration 6Q: 3 clusters Score -63611.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63628.085938 Penalty: 659.872437
	Iteration 7Q: 3 clusters Score -63628.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63647.644531 Penalty: 659.872437
	Iteration 8Q: 3 clusters Score -63647.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -63660.234375 Penalty: 659.872437
	Iteration 9Q: 3 clusters Score -63660.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -63673.937500 Penalty: 659.872437
	Iteration 10Q: 3 clusters Score -63673.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -63687.058594 Penalty: 659.872437
	Iteration 11Q: 3 clusters Score -63687.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -63695.113281 Penalty: 659.872437
	Iteration 12Q: 3 clusters Score -63695.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63700.421875 Penalty: 659.872437
	Iteration 13Q: 3 clusters Score -63700.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63705.222656 Penalty: 659.872437
	Iteration 14Q: 3 clusters Score -63705.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63707.246094 Penalty: 659.872437
	Iteration 15Q: 3 clusters Score -63707.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63707.964844 Penalty: 659.872437
	Iteration 16Q: 3 clusters Score -63707.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63708.414062 Penalty: 659.872437
	Iteration 17Q: 3 clusters Score -63708.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63708.589844 Penalty: 659.872437
	Iteration 18Q: 3 clusters Score -63708.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63709.031250 Penalty: 659.872437
	Iteration 19Q: 3 clusters Score -63709.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63709.441406 Penalty: 659.872437
	Iteration 20F: 3 clusters Score -63709.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -63709.550781 Penalty: 659.872437
	Iteration 21Q: 3 clusters Score -63709.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63709.542969 Penalty: 659.872437
	Iteration 22Q: 3 clusters Score -63709.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63709.699219 Penalty: 659.872437
	Iteration 23Q: 3 clusters Score -63709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63709.910156 Penalty: 659.872437
	Iteration 24Q: 3 clusters Score -63709.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63710.062500 Penalty: 659.872437
	Iteration 25Q: 3 clusters Score -63710.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63710.414062 Penalty: 659.872437
	Iteration 26Q: 3 clusters Score -63710.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63710.691406 Penalty: 659.872437
	Iteration 27Q: 3 clusters Score -63710.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63710.691406 Penalty: 659.872437
	Iteration 28F: 3 clusters Score -63710.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -39415.933594 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -39415.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38663.503906 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -38663.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38987.062500 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -38987.06 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39148.785156 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -39148.79 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39254.160156 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -39254.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39304.500000 Penalty: 624.510925
	Iteration 4F: 3 clusters Score -39304.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39324.808594 Penalty: 624.510925
	Iteration 5Q: 3 clusters Score -39324.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39335.882812 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -39335.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39340.882812 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -39340.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39343.101562 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -39343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39346.054688 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -39346.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39347.308594 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -39347.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39347.820312 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -39347.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39348.460938 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -39348.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39348.589844 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -39348.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39348.589844 Penalty: 624.510925
	Iteration 14F: 3 clusters Score -39348.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -9944.404297 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -9944.404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9603.617188 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -9603.617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9683.065430 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -9683.065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9738.030273 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -9738.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9772.511719 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -9772.512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9794.545898 Penalty: 511.785614
	Iteration 4F: 3 clusters Score -9794.546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9810.559570 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -9810.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9813.303711 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -9813.304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9813.303711 Penalty: 511.785614
	Iteration 7F: 3 clusters Score -9813.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6061.848145 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6061.848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6121.144531 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6121.145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6177.908203 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6177.908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6194.393066 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6194.393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6208.381836 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6208.382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6218.129883 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6218.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6220.334473 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6220.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6220.334473 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -6220.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -182718.671875 Penalty: 374.175018
	Iteration 0F: 2 clusters Score -182718.7 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 1848 members 
Entering Unmasked Estep 
Score: -180157.609375 Penalty: 748.350037
	Iteration 0F: 3 clusters Score -180157.6 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -181137.625000 Penalty: 748.350037
	Iteration 1F: 3 clusters Score -181137.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -181283.421875 Penalty: 748.350037
	Iteration 2F: 3 clusters Score -181283.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -181446.875000 Penalty: 748.350037
	Iteration 3F: 3 clusters Score -181446.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -181642.500000 Penalty: 748.350037
	Iteration 4F: 3 clusters Score -181642.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -181825.625000 Penalty: 748.350037
	Iteration 5F: 3 clusters Score -181825.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -181953.078125 Penalty: 748.350037
	Iteration 6Q: 3 clusters Score -181953.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -182014.625000 Penalty: 748.350037
	Iteration 7Q: 3 clusters Score -182014.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -182047.359375 Penalty: 748.350037
	Iteration 8Q: 3 clusters Score -182047.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -182082.375000 Penalty: 748.350037
	Iteration 9Q: 3 clusters Score -182082.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -182107.265625 Penalty: 748.350037
	Iteration 10Q: 3 clusters Score -182107.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -182126.500000 Penalty: 748.350037
	Iteration 11Q: 3 clusters Score -182126.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -182141.281250 Penalty: 748.350037
	Iteration 12Q: 3 clusters Score -182141.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -182159.734375 Penalty: 748.350037
	Iteration 13Q: 3 clusters Score -182159.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182179.390625 Penalty: 748.350037
	Iteration 14Q: 3 clusters Score -182179.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182201.296875 Penalty: 748.350037
	Iteration 15Q: 3 clusters Score -182201.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182221.203125 Penalty: 748.350037
	Iteration 16Q: 3 clusters Score -182221.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -182244.203125 Penalty: 748.350037
	Iteration 17Q: 3 clusters Score -182244.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182267.375000 Penalty: 748.350037
	Iteration 18Q: 3 clusters Score -182267.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182286.625000 Penalty: 748.350037
	Iteration 19Q: 3 clusters Score -182286.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -182300.781250 Penalty: 748.350037
	Iteration 20F: 3 clusters Score -182300.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182310.718750 Penalty: 748.350037
	Iteration 21Q: 3 clusters Score -182310.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -182320.250000 Penalty: 748.350037
	Iteration 22Q: 3 clusters Score -182320.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182326.343750 Penalty: 748.350037
	Iteration 23Q: 3 clusters Score -182326.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182333.609375 Penalty: 748.350037
	Iteration 24Q: 3 clusters Score -182333.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -182343.109375 Penalty: 748.350037
	Iteration 25Q: 3 clusters Score -182343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -182351.375000 Penalty: 748.350037
	Iteration 26Q: 3 clusters Score -182351.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182358.453125 Penalty: 748.350037
	Iteration 27Q: 3 clusters Score -182358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -182362.375000 Penalty: 748.350037
	Iteration 28Q: 3 clusters Score -182362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182364.078125 Penalty: 748.350037
	Iteration 29Q: 3 clusters Score -182364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182365.375000 Penalty: 748.350037
	Iteration 30Q: 3 clusters Score -182365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182366.218750 Penalty: 748.350037
	Iteration 31Q: 3 clusters Score -182366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -182366.093750 Penalty: 748.350037
	Iteration 32Q: 3 clusters Score -182366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182366.812500 Penalty: 748.350037
	Iteration 33Q: 3 clusters Score -182366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182367.750000 Penalty: 748.350037
	Iteration 34Q: 3 clusters Score -182367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -182369.156250 Penalty: 748.350037
	Iteration 35Q: 3 clusters Score -182369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -182372.031250 Penalty: 748.350037
	Iteration 36Q: 3 clusters Score -182372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -182375.875000 Penalty: 748.350037
	Iteration 37Q: 3 clusters Score -182375.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -182381.156250 Penalty: 748.350037
	Iteration 38Q: 3 clusters Score -182381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182385.937500 Penalty: 748.350037
	Iteration 39Q: 3 clusters Score -182385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182388.218750 Penalty: 748.350037
	Iteration 40F: 3 clusters Score -182388.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -182391.343750 Penalty: 748.350037
	Iteration 41Q: 3 clusters Score -182391.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -182393.234375 Penalty: 748.350037
	Iteration 42Q: 3 clusters Score -182393.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -182395.468750 Penalty: 748.350037
	Iteration 43Q: 3 clusters Score -182395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -182396.718750 Penalty: 748.350037
	Iteration 44Q: 3 clusters Score -182396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -182397.562500 Penalty: 748.350037
	Iteration 45Q: 3 clusters Score -182397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182398.500000 Penalty: 748.350037
	Iteration 46Q: 3 clusters Score -182398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -182399.640625 Penalty: 748.350037
	Iteration 47Q: 3 clusters Score -182399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -182400.718750 Penalty: 748.350037
	Iteration 48Q: 3 clusters Score -182400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182401.375000 Penalty: 748.350037
	Iteration 49Q: 3 clusters Score -182401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -182403.015625 Penalty: 748.350037
	Iteration 50Q: 3 clusters Score -182403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -182403.656250 Penalty: 748.350037
	Iteration 51Q: 3 clusters Score -182403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -182403.687500 Penalty: 748.350037
	Iteration 52Q: 3 clusters Score -182403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -182403.968750 Penalty: 748.350037
	Iteration 53Q: 3 clusters Score -182404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -182404.578125 Penalty: 748.350037
	Iteration 54Q: 3 clusters Score -182404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -182404.609375 Penalty: 748.350037
	Iteration 55Q: 3 clusters Score -182404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182405.078125 Penalty: 748.350037
	Iteration 56Q: 3 clusters Score -182405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -182405.546875 Penalty: 748.350037
	Iteration 57Q: 3 clusters Score -182405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -182405.718750 Penalty: 748.350037
	Iteration 58Q: 3 clusters Score -182405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182406.218750 Penalty: 748.350037
	Iteration 59Q: 3 clusters Score -182406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182407.203125 Penalty: 748.350037
	Iteration 60F: 3 clusters Score -182407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182407.703125 Penalty: 748.350037
	Iteration 61Q: 3 clusters Score -182407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -182407.781250 Penalty: 748.350037
	Iteration 62Q: 3 clusters Score -182407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -182407.781250 Penalty: 748.350037
	Iteration 63F: 3 clusters Score -182407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -149317.906250 Penalty: 364.471375
	Iteration 0F: 2 clusters Score -149317.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -147216.625000 Penalty: 728.942749
	Iteration 0F: 3 clusters Score -147216.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -147964.593750 Penalty: 728.942749
	Iteration 1F: 3 clusters Score -147964.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -148065.765625 Penalty: 728.942749
	Iteration 2F: 3 clusters Score -148065.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -148161.218750 Penalty: 728.942749
	Iteration 3F: 3 clusters Score -148161.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -148298.265625 Penalty: 728.942749
	Iteration 4F: 3 clusters Score -148298.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -148440.390625 Penalty: 728.942749
	Iteration 5F: 3 clusters Score -148440.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -148575.921875 Penalty: 728.942749
	Iteration 6F: 3 clusters Score -148575.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -148674.609375 Penalty: 728.942749
	Iteration 7Q: 3 clusters Score -148674.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -148715.390625 Penalty: 728.942749
	Iteration 8Q: 3 clusters Score -148715.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -148731.359375 Penalty: 728.942749
	Iteration 9Q: 3 clusters Score -148731.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -148742.875000 Penalty: 728.942749
	Iteration 10Q: 3 clusters Score -148742.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -148752.828125 Penalty: 728.942749
	Iteration 11Q: 3 clusters Score -148752.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -148762.671875 Penalty: 728.942749
	Iteration 12Q: 3 clusters Score -148762.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -148771.640625 Penalty: 728.942749
	Iteration 13Q: 3 clusters Score -148771.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -148779.062500 Penalty: 728.942749
	Iteration 14Q: 3 clusters Score -148779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -148785.796875 Penalty: 728.942749
	Iteration 15Q: 3 clusters Score -148785.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148790.796875 Penalty: 728.942749
	Iteration 16Q: 3 clusters Score -148790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -148793.093750 Penalty: 728.942749
	Iteration 17Q: 3 clusters Score -148793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -148795.390625 Penalty: 728.942749
	Iteration 18Q: 3 clusters Score -148795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -148798.968750 Penalty: 728.942749
	Iteration 19Q: 3 clusters Score -148799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148804.453125 Penalty: 728.942749
	Iteration 20F: 3 clusters Score -148804.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -148814.687500 Penalty: 728.942749
	Iteration 21Q: 3 clusters Score -148814.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -148824.437500 Penalty: 728.942749
	Iteration 22Q: 3 clusters Score -148824.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148834.296875 Penalty: 728.942749
	Iteration 23Q: 3 clusters Score -148834.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148841.000000 Penalty: 728.942749
	Iteration 24Q: 3 clusters Score -148841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -148844.546875 Penalty: 728.942749
	Iteration 25Q: 3 clusters Score -148844.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -148849.562500 Penalty: 728.942749
	Iteration 26Q: 3 clusters Score -148849.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148853.953125 Penalty: 728.942749
	Iteration 27Q: 3 clusters Score -148854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148857.734375 Penalty: 728.942749
	Iteration 28Q: 3 clusters Score -148857.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148860.250000 Penalty: 728.942749
	Iteration 29Q: 3 clusters Score -148860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148862.796875 Penalty: 728.942749
	Iteration 30Q: 3 clusters Score -148862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148864.953125 Penalty: 728.942749
	Iteration 31Q: 3 clusters Score -148865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -148867.203125 Penalty: 728.942749
	Iteration 32Q: 3 clusters Score -148867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -148872.437500 Penalty: 728.942749
	Iteration 33Q: 3 clusters Score -148872.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148880.218750 Penalty: 728.942749
	Iteration 34Q: 3 clusters Score -148880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148885.593750 Penalty: 728.942749
	Iteration 35Q: 3 clusters Score -148885.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -148890.953125 Penalty: 728.942749
	Iteration 36Q: 3 clusters Score -148891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -148895.828125 Penalty: 728.942749
	Iteration 37Q: 3 clusters Score -148895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -148898.328125 Penalty: 728.942749
	Iteration 38Q: 3 clusters Score -148898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148899.218750 Penalty: 728.942749
	Iteration 39Q: 3 clusters Score -148899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -148900.375000 Penalty: 728.942749
	Iteration 40F: 3 clusters Score -148900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -148900.906250 Penalty: 728.942749
	Iteration 41Q: 3 clusters Score -148900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -148902.046875 Penalty: 728.942749
	Iteration 42Q: 3 clusters Score -148902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148904.296875 Penalty: 728.942749
	Iteration 43Q: 3 clusters Score -148904.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148907.250000 Penalty: 728.942749
	Iteration 44Q: 3 clusters Score -148907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148913.015625 Penalty: 728.942749
	Iteration 45Q: 3 clusters Score -148913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -148917.437500 Penalty: 728.942749
	Iteration 46Q: 3 clusters Score -148917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -148921.265625 Penalty: 728.942749
	Iteration 47Q: 3 clusters Score -148921.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -148924.843750 Penalty: 728.942749
	Iteration 48Q: 3 clusters Score -148924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -148927.281250 Penalty: 728.942749
	Iteration 49Q: 3 clusters Score -148927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148931.531250 Penalty: 728.942749
	Iteration 50Q: 3 clusters Score -148931.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -148934.234375 Penalty: 728.942749
	Iteration 51Q: 3 clusters Score -148934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -148938.031250 Penalty: 728.942749
	Iteration 52Q: 3 clusters Score -148938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -148940.484375 Penalty: 728.942749
	Iteration 53Q: 3 clusters Score -148940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148943.328125 Penalty: 728.942749
	Iteration 54Q: 3 clusters Score -148943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148945.015625 Penalty: 728.942749
	Iteration 55Q: 3 clusters Score -148945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -148946.625000 Penalty: 728.942749
	Iteration 56Q: 3 clusters Score -148946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -148948.375000 Penalty: 728.942749
	Iteration 57Q: 3 clusters Score -148948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148952.203125 Penalty: 728.942749
	Iteration 58Q: 3 clusters Score -148952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148955.015625 Penalty: 728.942749
	Iteration 59Q: 3 clusters Score -148955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -148958.234375 Penalty: 728.942749
	Iteration 60F: 3 clusters Score -148958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -148959.578125 Penalty: 728.942749
	Iteration 61Q: 3 clusters Score -148959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -148960.187500 Penalty: 728.942749
	Iteration 62Q: 3 clusters Score -148960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -148961.828125 Penalty: 728.942749
	Iteration 63Q: 3 clusters Score -148961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -148964.296875 Penalty: 728.942749
	Iteration 64Q: 3 clusters Score -148964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -148967.265625 Penalty: 728.942749
	Iteration 65Q: 3 clusters Score -148967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -148968.812500 Penalty: 728.942749
	Iteration 66Q: 3 clusters Score -148968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -148970.359375 Penalty: 728.942749
	Iteration 67Q: 3 clusters Score -148970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -148970.890625 Penalty: 728.942749
	Iteration 68Q: 3 clusters Score -148970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -148972.578125 Penalty: 728.942749
	Iteration 69Q: 3 clusters Score -148972.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -148975.843750 Penalty: 728.942749
	Iteration 70Q: 3 clusters Score -148975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -148979.265625 Penalty: 728.942749
	Iteration 71Q: 3 clusters Score -148979.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -148981.093750 Penalty: 728.942749
	Iteration 72Q: 3 clusters Score -148981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -148982.406250 Penalty: 728.942749
	Iteration 73Q: 3 clusters Score -148982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148982.765625 Penalty: 728.942749
	Iteration 74Q: 3 clusters Score -148982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -148983.437500 Penalty: 728.942749
	Iteration 75Q: 3 clusters Score -148983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -148984.062500 Penalty: 728.942749
	Iteration 76Q: 3 clusters Score -148984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -148985.531250 Penalty: 728.942749
	Iteration 77Q: 3 clusters Score -148985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -148986.953125 Penalty: 728.942749
	Iteration 78Q: 3 clusters Score -148987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -148987.296875 Penalty: 728.942749
	Iteration 79Q: 3 clusters Score -148987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -148987.593750 Penalty: 728.942749
	Iteration 80F: 3 clusters Score -148987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -148987.890625 Penalty: 728.942749
	Iteration 81Q: 3 clusters Score -148987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148988.484375 Penalty: 728.942749
	Iteration 82Q: 3 clusters Score -148988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -148989.015625 Penalty: 728.942749
	Iteration 83Q: 3 clusters Score -148989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -148989.312500 Penalty: 728.942749
	Iteration 84Q: 3 clusters Score -148989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148989.343750 Penalty: 728.942749
	Iteration 85Q: 3 clusters Score -148989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -148989.343750 Penalty: 728.942749
	Iteration 86F: 3 clusters Score -148989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -272608.468750 Penalty: 392.354401
	Iteration 0F: 2 clusters Score -272608.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -268858.687500 Penalty: 784.708801
	Iteration 0F: 3 clusters Score -268858.7 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -270225.375000 Penalty: 784.708801
	Iteration 1F: 3 clusters Score -270225.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -270368.812500 Penalty: 784.708801
	Iteration 2F: 3 clusters Score -270368.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -270524.156250 Penalty: 784.708801
	Iteration 3F: 3 clusters Score -270524.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -270709.500000 Penalty: 784.708801
	Iteration 4F: 3 clusters Score -270709.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -270942.375000 Penalty: 784.708801
	Iteration 5F: 3 clusters Score -270942.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -271183.781250 Penalty: 784.708801
	Iteration 6F: 3 clusters Score -271183.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -271433.937500 Penalty: 784.708801
	Iteration 7F: 3 clusters Score -271433.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -271713.093750 Penalty: 784.708801
	Iteration 8F: 3 clusters Score -271713.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -271945.437500 Penalty: 784.708801
	Iteration 9Q: 3 clusters Score -271945.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -272085.593750 Penalty: 784.708801
	Iteration 10Q: 3 clusters Score -272085.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -272163.062500 Penalty: 784.708801
	Iteration 11Q: 3 clusters Score -272163.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -272212.906250 Penalty: 784.708801
	Iteration 12Q: 3 clusters Score -272212.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -272250.375000 Penalty: 784.708801
	Iteration 13Q: 3 clusters Score -272250.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -272264.500000 Penalty: 784.708801
	Iteration 14Q: 3 clusters Score -272264.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -272284.250000 Penalty: 784.708801
	Iteration 15Q: 3 clusters Score -272284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -272291.625000 Penalty: 784.708801
	Iteration 16Q: 3 clusters Score -272291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -272294.218750 Penalty: 784.708801
	Iteration 17Q: 3 clusters Score -272294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -272296.531250 Penalty: 784.708801
	Iteration 18Q: 3 clusters Score -272296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -272297.750000 Penalty: 784.708801
	Iteration 19Q: 3 clusters Score -272297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -272301.343750 Penalty: 784.708801
	Iteration 20F: 3 clusters Score -272301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -272303.718750 Penalty: 784.708801
	Iteration 21Q: 3 clusters Score -272303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -272306.531250 Penalty: 784.708801
	Iteration 22Q: 3 clusters Score -272306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -272309.593750 Penalty: 784.708801
	Iteration 23Q: 3 clusters Score -272309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -272314.312500 Penalty: 784.708801
	Iteration 24Q: 3 clusters Score -272314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -272318.781250 Penalty: 784.708801
	Iteration 25Q: 3 clusters Score -272318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -272318.781250 Penalty: 784.708801
	Iteration 26F: 3 clusters Score -272318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10193.283203 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10193.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10254.668945 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10254.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10279.368164 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10279.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10289.058594 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10289.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10294.576172 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10294.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10296.166016 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10296.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10296.166016 Penalty: 503.897430
	Iteration 6F: 3 clusters Score -10296.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Entering Unmasked Estep 
Score: -3648229.250000 Penalty: 511.435577
	Iteration 0F: 2 clusters Score -3648229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3596711.500000 Penalty: 1022.871155
	Iteration 0F: 3 clusters Score -3596712 nChanged 37307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3619865.750000 Penalty: 1022.871155
	Iteration 1F: 3 clusters Score -3619866 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -3621686.250000 Penalty: 1022.871155
	Iteration 2Q: 3 clusters Score -3621686 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3624562.750000 Penalty: 1022.871155
	Iteration 3F: 3 clusters Score -3624563 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3628654.750000 Penalty: 1022.871155
	Iteration 4F: 3 clusters Score -3628655 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3632913.000000 Penalty: 1022.871155
	Iteration 5F: 3 clusters Score -3632913 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3635797.250000 Penalty: 1022.871155
	Iteration 6F: 3 clusters Score -3635797 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3637238.500000 Penalty: 1022.871155
	Iteration 7Q: 3 clusters Score -3637238 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3637886.000000 Penalty: 1022.871155
	Iteration 8Q: 3 clusters Score -3637886 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3638358.750000 Penalty: 1022.871155
	Iteration 9Q: 3 clusters Score -3638359 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3638795.500000 Penalty: 1022.871155
	Iteration 10Q: 3 clusters Score -3638796 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3639215.000000 Penalty: 1022.871155
	Iteration 11Q: 3 clusters Score -3639215 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3639637.500000 Penalty: 1022.871155
	Iteration 12Q: 3 clusters Score -3639638 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3640032.500000 Penalty: 1022.871155
	Iteration 13Q: 3 clusters Score -3640032 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3640518.500000 Penalty: 1022.871155
	Iteration 14Q: 3 clusters Score -3640518 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3640978.250000 Penalty: 1022.871155
	Iteration 15Q: 3 clusters Score -3640978 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3641383.000000 Penalty: 1022.871155
	Iteration 16Q: 3 clusters Score -3641383 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3641781.500000 Penalty: 1022.871155
	Iteration 17Q: 3 clusters Score -3641782 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3642193.750000 Penalty: 1022.871155
	Iteration 18Q: 3 clusters Score -3642194 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3642611.750000 Penalty: 1022.871155
	Iteration 19Q: 3 clusters Score -3642612 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3643060.000000 Penalty: 1022.871155
	Iteration 20F: 3 clusters Score -3643060 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3643444.750000 Penalty: 1022.871155
	Iteration 21Q: 3 clusters Score -3643445 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3643832.500000 Penalty: 1022.871155
	Iteration 22Q: 3 clusters Score -3643832 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3644176.000000 Penalty: 1022.871155
	Iteration 23Q: 3 clusters Score -3644176 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3644544.250000 Penalty: 1022.871155
	Iteration 24Q: 3 clusters Score -3644544 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3644930.250000 Penalty: 1022.871155
	Iteration 25Q: 3 clusters Score -3644930 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3645269.500000 Penalty: 1022.871155
	Iteration 26Q: 3 clusters Score -3645270 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3645570.500000 Penalty: 1022.871155
	Iteration 27Q: 3 clusters Score -3645570 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3645866.000000 Penalty: 1022.871155
	Iteration 28Q: 3 clusters Score -3645866 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3646128.250000 Penalty: 1022.871155
	Iteration 29Q: 3 clusters Score -3646128 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3646427.500000 Penalty: 1022.871155
	Iteration 30Q: 3 clusters Score -3646428 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3646655.250000 Penalty: 1022.871155
	Iteration 31Q: 3 clusters Score -3646655 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3646877.250000 Penalty: 1022.871155
	Iteration 32Q: 3 clusters Score -3646877 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3647069.750000 Penalty: 1022.871155
	Iteration 33Q: 3 clusters Score -3647070 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3647203.000000 Penalty: 1022.871155
	Iteration 34Q: 3 clusters Score -3647203 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3647336.000000 Penalty: 1022.871155
	Iteration 35Q: 3 clusters Score -3647336 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3647451.000000 Penalty: 1022.871155
	Iteration 36Q: 3 clusters Score -3647451 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3647508.750000 Penalty: 1022.871155
	Iteration 37Q: 3 clusters Score -3647509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3647575.250000 Penalty: 1022.871155
	Iteration 38Q: 3 clusters Score -3647575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3647621.750000 Penalty: 1022.871155
	Iteration 39Q: 3 clusters Score -3647622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3647656.000000 Penalty: 1022.871155
	Iteration 40F: 3 clusters Score -3647656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3647683.000000 Penalty: 1022.871155
	Iteration 41Q: 3 clusters Score -3647683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3647707.750000 Penalty: 1022.871155
	Iteration 42Q: 3 clusters Score -3647708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75805 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3647736.500000 Penalty: 1022.871155
	Iteration 43Q: 3 clusters Score -3647736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3647756.750000 Penalty: 1022.871155
	Iteration 44Q: 3 clusters Score -3647757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3647769.500000 Penalty: 1022.871155
	Iteration 45Q: 3 clusters Score -3647770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3647783.250000 Penalty: 1022.871155
	Iteration 46Q: 3 clusters Score -3647783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3647792.750000 Penalty: 1022.871155
	Iteration 47Q: 3 clusters Score -3647793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3647799.500000 Penalty: 1022.871155
	Iteration 48Q: 3 clusters Score -3647800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3647801.750000 Penalty: 1022.871155
	Iteration 49Q: 3 clusters Score -3647802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3647801.500000 Penalty: 1022.871155
	Iteration 50Q: 3 clusters Score -3647802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3647800.000000 Penalty: 1022.871155
	Iteration 51Q: 3 clusters Score -3647800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3647800.500000 Penalty: 1022.871155
	Iteration 52Q: 3 clusters Score -3647800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3647799.500000 Penalty: 1022.871155
	Iteration 53Q: 3 clusters Score -3647800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3647802.250000 Penalty: 1022.871155
	Iteration 54Q: 3 clusters Score -3647802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3647802.250000 Penalty: 1022.871155
	Iteration 55Q: 3 clusters Score -3647802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3647801.250000 Penalty: 1022.871155
	Iteration 56Q: 3 clusters Score -3647801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3647801.250000 Penalty: 1022.871155
	Iteration 57F: 3 clusters Score -3647801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -108108.000000 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -108108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106484.210938 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -106484.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -107036.304688 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -107036.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107130.976562 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -107131 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107195.578125 Penalty: 703.525879
	Iteration 3F: 3 clusters Score -107195.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107236.343750 Penalty: 703.525879
	Iteration 4Q: 3 clusters Score -107236.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -107271.210938 Penalty: 703.525879
	Iteration 5Q: 3 clusters Score -107271.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -107321.992188 Penalty: 703.525879
	Iteration 6Q: 3 clusters Score -107322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -107403.062500 Penalty: 703.525879
	Iteration 7F: 3 clusters Score -107403.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -107495.140625 Penalty: 703.525879
	Iteration 8F: 3 clusters Score -107495.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107582.484375 Penalty: 703.525879
	Iteration 9F: 3 clusters Score -107582.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107645.968750 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -107646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107689.703125 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -107689.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107730.671875 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -107730.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107755.500000 Penalty: 703.525879
	Iteration 13Q: 3 clusters Score -107755.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107772.359375 Penalty: 703.525879
	Iteration 14Q: 3 clusters Score -107772.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107786.515625 Penalty: 703.525879
	Iteration 15Q: 3 clusters Score -107786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107793.992188 Penalty: 703.525879
	Iteration 16Q: 3 clusters Score -107794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107801.593750 Penalty: 703.525879
	Iteration 17Q: 3 clusters Score -107801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107808.296875 Penalty: 703.525879
	Iteration 18Q: 3 clusters Score -107808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -107812.757812 Penalty: 703.525879
	Iteration 19Q: 3 clusters Score -107812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107816.054688 Penalty: 703.525879
	Iteration 20F: 3 clusters Score -107816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107816.562500 Penalty: 703.525879
	Iteration 21Q: 3 clusters Score -107816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107817.367188 Penalty: 703.525879
	Iteration 22Q: 3 clusters Score -107817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107817.976562 Penalty: 703.525879
	Iteration 23Q: 3 clusters Score -107818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107819.734375 Penalty: 703.525879
	Iteration 24Q: 3 clusters Score -107819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107820.523438 Penalty: 703.525879
	Iteration 25Q: 3 clusters Score -107820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107820.937500 Penalty: 703.525879
	Iteration 26Q: 3 clusters Score -107820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107820.937500 Penalty: 703.525879
	Iteration 27F: 3 clusters Score -107820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -19647.820312 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -19647.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19205.412109 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -19205.41 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19315.953125 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -19315.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19347.783203 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -19347.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19356.498047 Penalty: 554.309204
	Iteration 3Q: 3 clusters Score -19356.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19366.021484 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -19366.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19371.363281 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -19371.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19373.580078 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -19373.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19375.423828 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -19375.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19375.966797 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -19375.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19375.966797 Penalty: 554.309204
	Iteration 9F: 3 clusters Score -19375.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -243563.687500 Penalty: 391.378174
	Iteration 0F: 2 clusters Score -243563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -239938.734375 Penalty: 782.756348
	Iteration 0F: 3 clusters Score -239938.7 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -241297.125000 Penalty: 782.756348
	Iteration 1F: 3 clusters Score -241297.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -241542.968750 Penalty: 782.756348
	Iteration 2F: 3 clusters Score -241543 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -241825.515625 Penalty: 782.756348
	Iteration 3F: 3 clusters Score -241825.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -242105.515625 Penalty: 782.756348
	Iteration 4F: 3 clusters Score -242105.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -242346.328125 Penalty: 782.756348
	Iteration 5F: 3 clusters Score -242346.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -242529.312500 Penalty: 782.756348
	Iteration 6F: 3 clusters Score -242529.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -242651.250000 Penalty: 782.756348
	Iteration 7Q: 3 clusters Score -242651.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -242730.468750 Penalty: 782.756348
	Iteration 8Q: 3 clusters Score -242730.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -242774.812500 Penalty: 782.756348
	Iteration 9Q: 3 clusters Score -242774.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -242796.656250 Penalty: 782.756348
	Iteration 10Q: 3 clusters Score -242796.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -242812.343750 Penalty: 782.756348
	Iteration 11Q: 3 clusters Score -242812.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -242828.921875 Penalty: 782.756348
	Iteration 12Q: 3 clusters Score -242828.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -242844.781250 Penalty: 782.756348
	Iteration 13Q: 3 clusters Score -242844.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -242863.656250 Penalty: 782.756348
	Iteration 14Q: 3 clusters Score -242863.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -242889.875000 Penalty: 782.756348
	Iteration 15Q: 3 clusters Score -242889.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -242930.968750 Penalty: 782.756348
	Iteration 16Q: 3 clusters Score -242931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -243001.593750 Penalty: 782.756348
	Iteration 17Q: 3 clusters Score -243001.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -243159.250000 Penalty: 782.756348
	Iteration 18Q: 3 clusters Score -243159.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -243291.062500 Penalty: 782.756348
	Iteration 19Q: 3 clusters Score -243291.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -243348.562500 Penalty: 782.756348
	Iteration 20F: 3 clusters Score -243348.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -243379.187500 Penalty: 782.756348
	Iteration 21Q: 3 clusters Score -243379.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -243397.046875 Penalty: 782.756348
	Iteration 22Q: 3 clusters Score -243397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -243411.062500 Penalty: 782.756348
	Iteration 23Q: 3 clusters Score -243411.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -243423.015625 Penalty: 782.756348
	Iteration 24Q: 3 clusters Score -243423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -243428.765625 Penalty: 782.756348
	Iteration 25Q: 3 clusters Score -243428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -243433.875000 Penalty: 782.756348
	Iteration 26Q: 3 clusters Score -243433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -243436.015625 Penalty: 782.756348
	Iteration 27Q: 3 clusters Score -243436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -243437.656250 Penalty: 782.756348
	Iteration 28Q: 3 clusters Score -243437.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -243438.156250 Penalty: 782.756348
	Iteration 29Q: 3 clusters Score -243438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -243439.125000 Penalty: 782.756348
	Iteration 30Q: 3 clusters Score -243439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -243439.375000 Penalty: 782.756348
	Iteration 31Q: 3 clusters Score -243439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -243439.968750 Penalty: 782.756348
	Iteration 32Q: 3 clusters Score -243440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -243441.593750 Penalty: 782.756348
	Iteration 33Q: 3 clusters Score -243441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -243441.593750 Penalty: 782.756348
	Iteration 34Q: 3 clusters Score -243441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -243441.859375 Penalty: 782.756348
	Iteration 35Q: 3 clusters Score -243441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -243441.656250 Penalty: 782.756348
	Iteration 36Q: 3 clusters Score -243441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -243441.656250 Penalty: 782.756348
	Iteration 37F: 3 clusters Score -243441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9188.367188 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9188.367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9242.458984 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9242.459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9255.684570 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9255.685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9261.411133 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9261.411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9266.270508 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9266.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9272.422852 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9272.423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9279.987305 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9279.987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9283.950195 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -9283.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9290.640625 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -9290.641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9296.256836 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -9296.257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9302.619141 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -9302.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9308.150391 Penalty: 486.152405
	Iteration 11Q: 3 clusters Score -9308.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9315.046875 Penalty: 486.152405
	Iteration 12Q: 3 clusters Score -9315.047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9316.583984 Penalty: 486.152405
	Iteration 13Q: 3 clusters Score -9316.584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9316.583984 Penalty: 486.152405
	Iteration 14F: 3 clusters Score -9316.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1769.368286 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1769.368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1797.258545 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1797.259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29727.875000 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29727.88 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29905.117188 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29905.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29956.693359 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29956.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29994.283203 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -29994.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30036.501953 Penalty: 599.717407
	Iteration 4F: 3 clusters Score -30036.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -30056.500000 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30070.828125 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30070.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30084.027344 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30084.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30090.294922 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30090.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30098.457031 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30098.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30108.531250 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30108.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30115.539062 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30115.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30120.812500 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30120.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30122.460938 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30122.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30122.886719 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30122.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30123.146484 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -30123.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30123.146484 Penalty: 599.717407
	Iteration 16F: 3 clusters Score -30123.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8246.590820 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8246.591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8305.440430 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8305.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8317.708984 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8317.709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8323.912109 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8323.912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8326.797852 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8326.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8328.875977 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8328.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8330.046875 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -8330.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8330.046875 Penalty: 478.432068
	Iteration 7F: 3 clusters Score -8330.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -111727.375000 Penalty: 354.533081
	Iteration 0F: 2 clusters Score -111727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -110024.250000 Penalty: 709.066162
	Iteration 0F: 3 clusters Score -110024.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -110615.000000 Penalty: 709.066162
	Iteration 1F: 3 clusters Score -110615 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -110754.648438 Penalty: 709.066162
	Iteration 2F: 3 clusters Score -110754.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -110901.242188 Penalty: 709.066162
	Iteration 3F: 3 clusters Score -110901.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -111034.914062 Penalty: 709.066162
	Iteration 4F: 3 clusters Score -111034.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -111160.750000 Penalty: 709.066162
	Iteration 5F: 3 clusters Score -111160.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -111234.546875 Penalty: 709.066162
	Iteration 6Q: 3 clusters Score -111234.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -111280.109375 Penalty: 709.066162
	Iteration 7Q: 3 clusters Score -111280.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -111316.976562 Penalty: 709.066162
	Iteration 8Q: 3 clusters Score -111317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -111344.351562 Penalty: 709.066162
	Iteration 9Q: 3 clusters Score -111344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -111357.757812 Penalty: 709.066162
	Iteration 10Q: 3 clusters Score -111357.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -111367.898438 Penalty: 709.066162
	Iteration 11Q: 3 clusters Score -111367.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -111376.882812 Penalty: 709.066162
	Iteration 12Q: 3 clusters Score -111376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -111384.734375 Penalty: 709.066162
	Iteration 13Q: 3 clusters Score -111384.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -111397.875000 Penalty: 709.066162
	Iteration 14Q: 3 clusters Score -111397.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -111408.484375 Penalty: 709.066162
	Iteration 15Q: 3 clusters Score -111408.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -111413.890625 Penalty: 709.066162
	Iteration 16Q: 3 clusters Score -111413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -111417.007812 Penalty: 709.066162
	Iteration 17Q: 3 clusters Score -111417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -111419.382812 Penalty: 709.066162
	Iteration 18Q: 3 clusters Score -111419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -111420.296875 Penalty: 709.066162
	Iteration 19Q: 3 clusters Score -111420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -111420.820312 Penalty: 709.066162
	Iteration 20F: 3 clusters Score -111420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -111423.062500 Penalty: 709.066162
	Iteration 21Q: 3 clusters Score -111423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -111426.960938 Penalty: 709.066162
	Iteration 22Q: 3 clusters Score -111427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -111428.312500 Penalty: 709.066162
	Iteration 23Q: 3 clusters Score -111428.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -111429.632812 Penalty: 709.066162
	Iteration 24Q: 3 clusters Score -111429.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -111431.796875 Penalty: 709.066162
	Iteration 25Q: 3 clusters Score -111431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -111434.265625 Penalty: 709.066162
	Iteration 26Q: 3 clusters Score -111434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -111434.695312 Penalty: 709.066162
	Iteration 27Q: 3 clusters Score -111434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -111435.148438 Penalty: 709.066162
	Iteration 28Q: 3 clusters Score -111435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -111435.703125 Penalty: 709.066162
	Iteration 29Q: 3 clusters Score -111435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -111436.367188 Penalty: 709.066162
	Iteration 30Q: 3 clusters Score -111436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -111437.585938 Penalty: 709.066162
	Iteration 31Q: 3 clusters Score -111437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -111437.523438 Penalty: 709.066162
	Iteration 32Q: 3 clusters Score -111437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -111437.703125 Penalty: 709.066162
	Iteration 33Q: 3 clusters Score -111437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -111437.703125 Penalty: 709.066162
	Iteration 34F: 3 clusters Score -111437.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 181404 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33641 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31775 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103272 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76141 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236028.000000 Penalty: 16169.891602
Iteration 279Q: 28 clusters Score -2.323603e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 181345 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33634 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31778 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103281 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76148 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236022.000000 Penalty: 16169.891602
Iteration 280F: 28 clusters Score -2.323602e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 181286 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31783 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103293 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76157 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236046.000000 Penalty: 16169.891602
Iteration 281Q: 28 clusters Score -2.323605e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 181248 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33612 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31784 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103298 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5582 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76164 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236042.000000 Penalty: 16169.891602
Iteration 282Q: 28 clusters Score -2.323604e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 181203 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33606 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103303 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5591 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76178 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236064.000000 Penalty: 16169.891602
Iteration 283Q: 28 clusters Score -2.323606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 181168 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33600 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103308 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76200 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236060.000000 Penalty: 16169.891602
Iteration 284Q: 28 clusters Score -2.323606e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 181121 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33598 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103315 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5605 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76232 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236080.000000 Penalty: 16169.891602
Iteration 285Q: 28 clusters Score -2.323608e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 181064 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33597 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31792 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103319 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76264 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236092.000000 Penalty: 16169.891602
Iteration 286Q: 28 clusters Score -2.323609e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 181018 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33595 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103323 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76298 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236078.000000 Penalty: 16169.891602
Iteration 287Q: 28 clusters Score -2.323608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 180969 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33593 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103326 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 5619 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76331 members 
Mstep: Class 20 contains 2278 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236076.000000 Penalty: 16169.891602
Iteration 288Q: 28 clusters Score -2.323608e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 180924 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33588 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103329 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76357 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236098.000000 Penalty: 16169.891602
Iteration 289Q: 28 clusters Score -2.32361e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 180881 members 
Mstep: Class 3 contains 1627 members 
Mstep: Class 4 contains 33584 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103330 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 5633 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76382 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236096.000000 Penalty: 16169.891602
Iteration 290Q: 28 clusters Score -2.32361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 180842 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 33580 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103335 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76408 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236078.000000 Penalty: 16169.891602
Iteration 291Q: 28 clusters Score -2.323608e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 180794 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33580 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31797 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103339 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76436 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236098.000000 Penalty: 16169.891602
Iteration 292Q: 28 clusters Score -2.32361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 180761 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33579 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31798 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103341 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5650 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76455 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236088.000000 Penalty: 16169.891602
Iteration 293Q: 28 clusters Score -2.323609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 180734 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33577 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103341 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76475 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236090.000000 Penalty: 16169.891602
Iteration 294Q: 28 clusters Score -2.323609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 180706 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33577 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103342 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76486 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236112.000000 Penalty: 16169.891602
Iteration 295Q: 28 clusters Score -2.323611e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 180686 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33576 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103344 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5662 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76488 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236098.000000 Penalty: 16169.891602
Iteration 296Q: 28 clusters Score -2.32361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 180648 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33573 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103345 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76492 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236124.000000 Penalty: 16169.891602
Iteration 297Q: 28 clusters Score -2.323612e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 180607 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33570 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103346 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76501 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236084.000000 Penalty: 16169.891602
Iteration 298Q: 28 clusters Score -2.323608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 180561 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33568 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103347 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76510 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5439 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236092.000000 Penalty: 16169.891602
Iteration 299Q: 28 clusters Score -2.323609e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 180516 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33569 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 103348 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76519 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5439 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236138.000000 Penalty: 16169.891602
Iteration 300F: 28 clusters Score -2.323614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 180475 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33573 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 103347 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5686 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76526 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236138.000000 Penalty: 16169.891602
Iteration 301Q: 28 clusters Score -2.323614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 180456 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33574 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31790 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 103350 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76528 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236118.000000 Penalty: 16169.891602
Iteration 302Q: 28 clusters Score -2.323612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 180435 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33577 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103352 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3659 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76528 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236128.000000 Penalty: 16169.891602
Iteration 303Q: 28 clusters Score -2.323613e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 180407 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33578 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103355 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5708 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76531 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236122.000000 Penalty: 16169.891602
Iteration 304Q: 28 clusters Score -2.323612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 180367 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33577 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31784 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103360 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76537 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236136.000000 Penalty: 16169.891602
Iteration 305Q: 28 clusters Score -2.323614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 180335 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33573 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31782 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103360 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5720 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76543 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236114.000000 Penalty: 16169.891602
Iteration 306Q: 28 clusters Score -2.323611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 180286 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33572 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31784 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103361 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76547 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236086.000000 Penalty: 16169.891602
Iteration 307Q: 28 clusters Score -2.323609e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 180229 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33567 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 103361 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76553 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236056.000000 Penalty: 16169.891602
Iteration 308Q: 28 clusters Score -2.323606e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 180147 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33566 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103370 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76571 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236048.000000 Penalty: 16169.891602
Iteration 309Q: 28 clusters Score -2.323605e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 180063 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 33561 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103374 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76591 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236046.000000 Penalty: 16169.891602
Iteration 310Q: 28 clusters Score -2.323605e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 179986 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 33556 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103376 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76604 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5437 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236008.000000 Penalty: 16169.891602
Iteration 311Q: 28 clusters Score -2.323601e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 179907 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 33552 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103381 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5745 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76615 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 16169.891602
Iteration 312Q: 28 clusters Score -2.323597e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 179817 members 
Mstep: Class 3 contains 1624 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103385 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76633 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235948.000000 Penalty: 16169.891602
Iteration 313Q: 28 clusters Score -2.323595e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 179724 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 33545 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31819 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103388 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3617 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76654 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235900.000000 Penalty: 16169.891602
Iteration 314Q: 28 clusters Score -2.32359e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 179623 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 33539 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103390 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76681 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235824.000000 Penalty: 16169.891602
Iteration 315Q: 28 clusters Score -2.323582e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 179496 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 33539 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4134 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 103390 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3613 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76710 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235842.000000 Penalty: 16169.891602
Iteration 316Q: 28 clusters Score -2.323584e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 179386 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33539 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31862 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103388 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3612 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76741 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235866.000000 Penalty: 16169.891602
Iteration 317Q: 28 clusters Score -2.323587e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 179288 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31879 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103385 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76761 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235880.000000 Penalty: 16169.891602
Iteration 318Q: 28 clusters Score -2.323588e+07 nChanged 119
Entering ConstructFrom: 
Score: -23235880.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (59027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Entering Unmasked Estep 
Score: -2767729.250000 Penalty: 499.851624
	Iteration 0F: 2 clusters Score -2767729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -2727721.750000 Penalty: 999.703247
	Iteration 0F: 3 clusters Score -2727722 nChanged 28750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -2744905.750000 Penalty: 999.703247
	Iteration 1F: 3 clusters Score -2744906 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2745642.750000 Penalty: 999.703247
	Iteration 2Q: 3 clusters Score -2745643 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -2746624.750000 Penalty: 999.703247
	Iteration 3Q: 3 clusters Score -2746625 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -2748284.500000 Penalty: 999.703247
	Iteration 4Q: 3 clusters Score -2748284 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -2750967.750000 Penalty: 999.703247
	Iteration 5F: 3 clusters Score -2750968 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -2754296.000000 Penalty: 999.703247
	Iteration 6F: 3 clusters Score -2754296 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -2757268.500000 Penalty: 999.703247
	Iteration 7F: 3 clusters Score -2757268 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -2759563.250000 Penalty: 999.703247
	Iteration 8F: 3 clusters Score -2759563 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -2761253.250000 Penalty: 999.703247
	Iteration 9Q: 3 clusters Score -2761253 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -2762310.250000 Penalty: 999.703247
	Iteration 10Q: 3 clusters Score -2762310 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -2762957.750000 Penalty: 999.703247
	Iteration 11Q: 3 clusters Score -2762958 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -2763336.750000 Penalty: 999.703247
	Iteration 12Q: 3 clusters Score -2763337 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -2763618.750000 Penalty: 999.703247
	Iteration 13Q: 3 clusters Score -2763619 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -2763845.000000 Penalty: 999.703247
	Iteration 14Q: 3 clusters Score -2763845 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -2764038.750000 Penalty: 999.703247
	Iteration 15Q: 3 clusters Score -2764039 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -2764231.750000 Penalty: 999.703247
	Iteration 16Q: 3 clusters Score -2764232 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -2764437.750000 Penalty: 999.703247
	Iteration 17Q: 3 clusters Score -2764438 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -2764613.750000 Penalty: 999.703247
	Iteration 18Q: 3 clusters Score -2764614 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -2764822.000000 Penalty: 999.703247
	Iteration 19Q: 3 clusters Score -2764822 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -2764964.250000 Penalty: 999.703247
	Iteration 20F: 3 clusters Score -2764964 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -2765134.750000 Penalty: 999.703247
	Iteration 21Q: 3 clusters Score -2765135 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -2765333.250000 Penalty: 999.703247
	Iteration 22Q: 3 clusters Score -2765333 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -2765517.250000 Penalty: 999.703247
	Iteration 23Q: 3 clusters Score -2765517 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -2765676.750000 Penalty: 999.703247
	Iteration 24Q: 3 clusters Score -2765677 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -2765829.750000 Penalty: 999.703247
	Iteration 25Q: 3 clusters Score -2765830 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -2766002.750000 Penalty: 999.703247
	Iteration 26Q: 3 clusters Score -2766003 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -2766168.250000 Penalty: 999.703247
	Iteration 27Q: 3 clusters Score -2766168 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -2766321.000000 Penalty: 999.703247
	Iteration 28Q: 3 clusters Score -2766321 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -2766472.250000 Penalty: 999.703247
	Iteration 29Q: 3 clusters Score -2766472 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -2766583.750000 Penalty: 999.703247
	Iteration 30Q: 3 clusters Score -2766584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -2766701.250000 Penalty: 999.703247
	Iteration 31Q: 3 clusters Score -2766701 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -2766822.750000 Penalty: 999.703247
	Iteration 32Q: 3 clusters Score -2766823 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -2766908.250000 Penalty: 999.703247
	Iteration 33Q: 3 clusters Score -2766908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -2766985.000000 Penalty: 999.703247
	Iteration 34Q: 3 clusters Score -2766985 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -2767043.000000 Penalty: 999.703247
	Iteration 35Q: 3 clusters Score -2767043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -2767092.000000 Penalty: 999.703247
	Iteration 36Q: 3 clusters Score -2767092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -2767121.750000 Penalty: 999.703247
	Iteration 37Q: 3 clusters Score -2767122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -2767147.500000 Penalty: 999.703247
	Iteration 38Q: 3 clusters Score -2767148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -2767165.000000 Penalty: 999.703247
	Iteration 39Q: 3 clusters Score -2767165 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -2767195.750000 Penalty: 999.703247
	Iteration 40F: 3 clusters Score -2767196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -2767225.000000 Penalty: 999.703247
	Iteration 41Q: 3 clusters Score -2767225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -2767236.250000 Penalty: 999.703247
	Iteration 42Q: 3 clusters Score -2767236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -2767255.500000 Penalty: 999.703247
	Iteration 43Q: 3 clusters Score -2767256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -2767260.500000 Penalty: 999.703247
	Iteration 44Q: 3 clusters Score -2767260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -2767272.000000 Penalty: 999.703247
	Iteration 45Q: 3 clusters Score -2767272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -2767286.500000 Penalty: 999.703247
	Iteration 46Q: 3 clusters Score -2767286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -2767303.750000 Penalty: 999.703247
	Iteration 47Q: 3 clusters Score -2767304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -2767310.750000 Penalty: 999.703247
	Iteration 48Q: 3 clusters Score -2767311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -2767315.500000 Penalty: 999.703247
	Iteration 49Q: 3 clusters Score -2767316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -2767319.250000 Penalty: 999.703247
	Iteration 50Q: 3 clusters Score -2767319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -2767321.000000 Penalty: 999.703247
	Iteration 51Q: 3 clusters Score -2767321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -2767324.750000 Penalty: 999.703247
	Iteration 52Q: 3 clusters Score -2767325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -2767328.500000 Penalty: 999.703247
	Iteration 53Q: 3 clusters Score -2767328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -2767327.750000 Penalty: 999.703247
	Iteration 54Q: 3 clusters Score -2767328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -2767333.250000 Penalty: 999.703247
	Iteration 55Q: 3 clusters Score -2767333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -2767335.250000 Penalty: 999.703247
	Iteration 56Q: 3 clusters Score -2767335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -2767336.750000 Penalty: 999.703247
	Iteration 57Q: 3 clusters Score -2767337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -2767336.750000 Penalty: 999.703247
	Iteration 58Q: 3 clusters Score -2767337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -2767338.500000 Penalty: 999.703247
	Iteration 59Q: 3 clusters Score -2767338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -2767339.750000 Penalty: 999.703247
	Iteration 60F: 3 clusters Score -2767340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -2767341.000000 Penalty: 999.703247
	Iteration 61Q: 3 clusters Score -2767341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -2767341.500000 Penalty: 999.703247
	Iteration 62Q: 3 clusters Score -2767342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -2767341.000000 Penalty: 999.703247
	Iteration 63Q: 3 clusters Score -2767341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -2767340.750000 Penalty: 999.703247
	Iteration 64Q: 3 clusters Score -2767341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -2767342.500000 Penalty: 999.703247
	Iteration 65Q: 3 clusters Score -2767342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -2767342.500000 Penalty: 999.703247
	Iteration 66F: 3 clusters Score -2767342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179201 members 
Entering Unmasked Estep 
Score: -8256721.000000 Penalty: 550.379944
	Iteration 0F: 2 clusters Score -8256721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -8142301.500000 Penalty: 1100.759888
	Iteration 0F: 3 clusters Score -8142302 nChanged 88073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -8201680.000000 Penalty: 1100.759888
	Iteration 1F: 3 clusters Score -8201680 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 121832 members 
Entering Unmasked Estep 
Score: -8209188.500000 Penalty: 1100.759888
	Iteration 2F: 3 clusters Score -8209188 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 135920 members 
Entering Unmasked Estep 
Score: -8220786.500000 Penalty: 1100.759888
	Iteration 3F: 3 clusters Score -8220786 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 150917 members 
Entering Unmasked Estep 
Score: -8234655.500000 Penalty: 1100.759888
	Iteration 4F: 3 clusters Score -8234656 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -8245348.500000 Penalty: 1100.759888
	Iteration 5F: 3 clusters Score -8245348 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 171468 members 
Entering Unmasked Estep 
Score: -8251266.000000 Penalty: 1100.759888
	Iteration 6Q: 3 clusters Score -8251266 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 175437 members 
Entering Unmasked Estep 
Score: -8254048.500000 Penalty: 1100.759888
	Iteration 7Q: 3 clusters Score -8254048 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 177260 members 
Entering Unmasked Estep 
Score: -8255288.000000 Penalty: 1100.759888
	Iteration 8Q: 3 clusters Score -8255288 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 178008 members 
Entering Unmasked Estep 
Score: -8255807.500000 Penalty: 1100.759888
	Iteration 9Q: 3 clusters Score -8255808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -8256041.000000 Penalty: 1100.759888
	Iteration 10Q: 3 clusters Score -8256041 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 178548 members 
Entering Unmasked Estep 
Score: -8256123.500000 Penalty: 1100.759888
	Iteration 11Q: 3 clusters Score -8256124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 178671 members 
Entering Unmasked Estep 
Score: -8256201.000000 Penalty: 1100.759888
	Iteration 12Q: 3 clusters Score -8256201 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178736 members 
Entering Unmasked Estep 
Score: -8256231.500000 Penalty: 1100.759888
	Iteration 13Q: 3 clusters Score -8256232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -8256273.500000 Penalty: 1100.759888
	Iteration 14Q: 3 clusters Score -8256274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 178817 members 
Entering Unmasked Estep 
Score: -8256279.000000 Penalty: 1100.759888
	Iteration 15Q: 3 clusters Score -8256279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -8256293.500000 Penalty: 1100.759888
	Iteration 16Q: 3 clusters Score -8256294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 178855 members 
Entering Unmasked Estep 
Score: -8256307.000000 Penalty: 1100.759888
	Iteration 17Q: 3 clusters Score -8256307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -8256327.500000 Penalty: 1100.759888
	Iteration 18Q: 3 clusters Score -8256328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -8256337.500000 Penalty: 1100.759888
	Iteration 19Q: 3 clusters Score -8256338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 178874 members 
Entering Unmasked Estep 
Score: -8256334.000000 Penalty: 1100.759888
	Iteration 20F: 3 clusters Score -8256334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -8256342.500000 Penalty: 1100.759888
	Iteration 21Q: 3 clusters Score -8256342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -8256347.000000 Penalty: 1100.759888
	Iteration 22Q: 3 clusters Score -8256347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -8256345.500000 Penalty: 1100.759888
	Iteration 23Q: 3 clusters Score -8256346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -8256346.000000 Penalty: 1100.759888
	Iteration 24Q: 3 clusters Score -8256346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -8256343.000000 Penalty: 1100.759888
	Iteration 25Q: 3 clusters Score -8256343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -8256348.500000 Penalty: 1100.759888
	Iteration 26Q: 3 clusters Score -8256348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -8256348.500000 Penalty: 1100.759888
	Iteration 27F: 3 clusters Score -8256348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -78265.070312 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -78265.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77057.554688 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -77057.55 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -77442.531250 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -77442.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -77495.992188 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -77495.99 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -77535.531250 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -77535.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -77568.664062 Penalty: 672.506531
	Iteration 4Q: 3 clusters Score -77568.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -77608.023438 Penalty: 672.506531
	Iteration 5Q: 3 clusters Score -77608.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -77661.000000 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -77661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77723.726562 Penalty: 672.506531
	Iteration 7Q: 3 clusters Score -77723.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77776.273438 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -77776.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -77833.632812 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -77833.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77880.953125 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -77880.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77922.929688 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -77922.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -77956.640625 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -77956.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -77977.507812 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -77977.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77989.656250 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -77989.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -77998.984375 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -77998.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -78002.992188 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -78002.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -78004.671875 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -78004.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -78005.195312 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -78005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -78005.320312 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -78005.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -78005.414062 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -78005.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Entering Unmasked Estep 
Score: -1610565.750000 Penalty: 474.152832
	Iteration 0F: 2 clusters Score -1610566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1588265.875000 Penalty: 948.305664
	Iteration 0F: 3 clusters Score -1588266 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1597975.500000 Penalty: 948.305664
	Iteration 1F: 3 clusters Score -1597976 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1598742.375000 Penalty: 948.305664
	Iteration 2F: 3 clusters Score -1598742 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1599876.875000 Penalty: 948.305664
	Iteration 3F: 3 clusters Score -1599877 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1601419.375000 Penalty: 948.305664
	Iteration 4F: 3 clusters Score -1601419 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1603343.875000 Penalty: 948.305664
	Iteration 5F: 3 clusters Score -1603344 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1605165.750000 Penalty: 948.305664
	Iteration 6F: 3 clusters Score -1605166 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1606241.500000 Penalty: 948.305664
	Iteration 7Q: 3 clusters Score -1606242 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1606721.875000 Penalty: 948.305664
	Iteration 8Q: 3 clusters Score -1606722 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1607000.000000 Penalty: 948.305664
	Iteration 9Q: 3 clusters Score -1607000 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1607237.375000 Penalty: 948.305664
	Iteration 10Q: 3 clusters Score -1607237 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1607473.750000 Penalty: 948.305664
	Iteration 11Q: 3 clusters Score -1607474 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1607689.500000 Penalty: 948.305664
	Iteration 12Q: 3 clusters Score -1607690 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1607886.250000 Penalty: 948.305664
	Iteration 13Q: 3 clusters Score -1607886 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1608069.500000 Penalty: 948.305664
	Iteration 14Q: 3 clusters Score -1608070 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1608211.250000 Penalty: 948.305664
	Iteration 15Q: 3 clusters Score -1608211 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1608358.500000 Penalty: 948.305664
	Iteration 16Q: 3 clusters Score -1608358 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1608511.125000 Penalty: 948.305664
	Iteration 17Q: 3 clusters Score -1608511 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1608646.000000 Penalty: 948.305664
	Iteration 18Q: 3 clusters Score -1608646 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1608773.875000 Penalty: 948.305664
	Iteration 19Q: 3 clusters Score -1608774 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1608888.125000 Penalty: 948.305664
	Iteration 20F: 3 clusters Score -1608888 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1609006.000000 Penalty: 948.305664
	Iteration 21Q: 3 clusters Score -1609006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1609115.875000 Penalty: 948.305664
	Iteration 22Q: 3 clusters Score -1609116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1609223.875000 Penalty: 948.305664
	Iteration 23Q: 3 clusters Score -1609224 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1609322.000000 Penalty: 948.305664
	Iteration 24Q: 3 clusters Score -1609322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1609413.125000 Penalty: 948.305664
	Iteration 25Q: 3 clusters Score -1609413 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1609492.500000 Penalty: 948.305664
	Iteration 26Q: 3 clusters Score -1609492 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1609556.625000 Penalty: 948.305664
	Iteration 27Q: 3 clusters Score -1609557 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1609603.875000 Penalty: 948.305664
	Iteration 28Q: 3 clusters Score -1609604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1609658.875000 Penalty: 948.305664
	Iteration 29Q: 3 clusters Score -1609659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1609721.250000 Penalty: 948.305664
	Iteration 30Q: 3 clusters Score -1609721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1609776.125000 Penalty: 948.305664
	Iteration 31Q: 3 clusters Score -1609776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1609824.875000 Penalty: 948.305664
	Iteration 32Q: 3 clusters Score -1609825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1609855.000000 Penalty: 948.305664
	Iteration 33Q: 3 clusters Score -1609855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1609898.625000 Penalty: 948.305664
	Iteration 34Q: 3 clusters Score -1609899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1609927.375000 Penalty: 948.305664
	Iteration 35Q: 3 clusters Score -1609927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1609955.125000 Penalty: 948.305664
	Iteration 36Q: 3 clusters Score -1609955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1609980.625000 Penalty: 948.305664
	Iteration 37Q: 3 clusters Score -1609981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1610005.500000 Penalty: 948.305664
	Iteration 38Q: 3 clusters Score -1610006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1610032.500000 Penalty: 948.305664
	Iteration 39Q: 3 clusters Score -1610032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1610058.875000 Penalty: 948.305664
	Iteration 40F: 3 clusters Score -1610059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1610082.375000 Penalty: 948.305664
	Iteration 41Q: 3 clusters Score -1610082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1610105.250000 Penalty: 948.305664
	Iteration 42Q: 3 clusters Score -1610105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1610114.125000 Penalty: 948.305664
	Iteration 43Q: 3 clusters Score -1610114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1610123.000000 Penalty: 948.305664
	Iteration 44Q: 3 clusters Score -1610123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1610128.000000 Penalty: 948.305664
	Iteration 45Q: 3 clusters Score -1610128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1610135.375000 Penalty: 948.305664
	Iteration 46Q: 3 clusters Score -1610135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1610136.250000 Penalty: 948.305664
	Iteration 47Q: 3 clusters Score -1610136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1610138.125000 Penalty: 948.305664
	Iteration 48Q: 3 clusters Score -1610138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1610140.250000 Penalty: 948.305664
	Iteration 49Q: 3 clusters Score -1610140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1610142.375000 Penalty: 948.305664
	Iteration 50Q: 3 clusters Score -1610142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1610141.125000 Penalty: 948.305664
	Iteration 51Q: 3 clusters Score -1610141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1610142.625000 Penalty: 948.305664
	Iteration 52Q: 3 clusters Score -1610143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1610142.750000 Penalty: 948.305664
	Iteration 53Q: 3 clusters Score -1610143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1610145.125000 Penalty: 948.305664
	Iteration 54Q: 3 clusters Score -1610145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1610147.500000 Penalty: 948.305664
	Iteration 55Q: 3 clusters Score -1610148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1610152.750000 Penalty: 948.305664
	Iteration 56Q: 3 clusters Score -1610153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1610156.375000 Penalty: 948.305664
	Iteration 57Q: 3 clusters Score -1610156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1610160.250000 Penalty: 948.305664
	Iteration 58Q: 3 clusters Score -1610160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1610160.375000 Penalty: 948.305664
	Iteration 59Q: 3 clusters Score -1610160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1610161.500000 Penalty: 948.305664
	Iteration 60F: 3 clusters Score -1610162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34950.953125 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34950.95 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35277.855469 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35277.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -35333.894531 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35333.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35386.125000 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35386.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35443.250000 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35443.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -35491.449219 Penalty: 618.205444
	Iteration 5F: 3 clusters Score -35491.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35532.953125 Penalty: 618.205444
	Iteration 6F: 3 clusters Score -35532.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -35606.859375 Penalty: 618.205444
	Iteration 7F: 3 clusters Score -35606.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -35664.867188 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35664.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -35696.765625 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35696.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -35709.824219 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35709.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -35715.613281 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35715.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -35719.582031 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -35719.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -35728.070312 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -35728.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -35731.007812 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -35731.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -35731.324219 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -35731.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -35731.324219 Penalty: 618.205444
	Iteration 16F: 3 clusters Score -35731.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 179201 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33555 members 
Mstep: Class 5 contains 108 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31886 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103383 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76781 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2433 members 
Mstep: Class 28 contains 784 members 
Entering Unmasked Estep 
Score: -23235694.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23235880.000000 to -23235694.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -178612.484375 Penalty: 378.823456
	Iteration 0F: 2 clusters Score -178612.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -175763.281250 Penalty: 757.646912
	Iteration 0F: 3 clusters Score -175763.3 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -176837.671875 Penalty: 757.646912
	Iteration 1F: 3 clusters Score -176837.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -176960.000000 Penalty: 757.646912
	Iteration 2F: 3 clusters Score -176960 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -177098.421875 Penalty: 757.646912
	Iteration 3F: 3 clusters Score -177098.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -177266.703125 Penalty: 757.646912
	Iteration 4F: 3 clusters Score -177266.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -177476.687500 Penalty: 757.646912
	Iteration 5F: 3 clusters Score -177476.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -177706.343750 Penalty: 757.646912
	Iteration 6F: 3 clusters Score -177706.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -177858.906250 Penalty: 757.646912
	Iteration 7F: 3 clusters Score -177858.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -177936.640625 Penalty: 757.646912
	Iteration 8Q: 3 clusters Score -177936.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -177971.406250 Penalty: 757.646912
	Iteration 9Q: 3 clusters Score -177971.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -177989.093750 Penalty: 757.646912
	Iteration 10Q: 3 clusters Score -177989.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -178003.562500 Penalty: 757.646912
	Iteration 11Q: 3 clusters Score -178003.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -178015.546875 Penalty: 757.646912
	Iteration 12Q: 3 clusters Score -178015.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -178028.734375 Penalty: 757.646912
	Iteration 13Q: 3 clusters Score -178028.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -178046.171875 Penalty: 757.646912
	Iteration 14Q: 3 clusters Score -178046.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -178075.968750 Penalty: 757.646912
	Iteration 15Q: 3 clusters Score -178076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -178109.875000 Penalty: 757.646912
	Iteration 16Q: 3 clusters Score -178109.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -178135.875000 Penalty: 757.646912
	Iteration 17Q: 3 clusters Score -178135.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -178151.843750 Penalty: 757.646912
	Iteration 18Q: 3 clusters Score -178151.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -178165.578125 Penalty: 757.646912
	Iteration 19Q: 3 clusters Score -178165.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -178173.218750 Penalty: 757.646912
	Iteration 20F: 3 clusters Score -178173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -178177.921875 Penalty: 757.646912
	Iteration 21Q: 3 clusters Score -178177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -178181.375000 Penalty: 757.646912
	Iteration 22Q: 3 clusters Score -178181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -178184.625000 Penalty: 757.646912
	Iteration 23Q: 3 clusters Score -178184.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -178187.578125 Penalty: 757.646912
	Iteration 24Q: 3 clusters Score -178187.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -178191.437500 Penalty: 757.646912
	Iteration 25Q: 3 clusters Score -178191.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -178197.218750 Penalty: 757.646912
	Iteration 26Q: 3 clusters Score -178197.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -178202.484375 Penalty: 757.646912
	Iteration 27Q: 3 clusters Score -178202.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -178206.156250 Penalty: 757.646912
	Iteration 28Q: 3 clusters Score -178206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -178209.515625 Penalty: 757.646912
	Iteration 29Q: 3 clusters Score -178209.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -178213.218750 Penalty: 757.646912
	Iteration 30Q: 3 clusters Score -178213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -178216.000000 Penalty: 757.646912
	Iteration 31Q: 3 clusters Score -178216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -178219.453125 Penalty: 757.646912
	Iteration 32Q: 3 clusters Score -178219.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -178223.671875 Penalty: 757.646912
	Iteration 33Q: 3 clusters Score -178223.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -178226.640625 Penalty: 757.646912
	Iteration 34Q: 3 clusters Score -178226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -178228.000000 Penalty: 757.646912
	Iteration 35Q: 3 clusters Score -178228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -178228.000000 Penalty: 757.646912
	Iteration 36Q: 3 clusters Score -178228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -178228.703125 Penalty: 757.646912
	Iteration 37Q: 3 clusters Score -178228.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -178230.328125 Penalty: 757.646912
	Iteration 38Q: 3 clusters Score -178230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -178230.890625 Penalty: 757.646912
	Iteration 39Q: 3 clusters Score -178230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -178231.031250 Penalty: 757.646912
	Iteration 40F: 3 clusters Score -178231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -178231.187500 Penalty: 757.646912
	Iteration 41Q: 3 clusters Score -178231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -178231.437500 Penalty: 757.646912
	Iteration 42Q: 3 clusters Score -178231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -178231.890625 Penalty: 757.646912
	Iteration 43Q: 3 clusters Score -178231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -178232.218750 Penalty: 757.646912
	Iteration 44Q: 3 clusters Score -178232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -178232.156250 Penalty: 757.646912
	Iteration 45Q: 3 clusters Score -178232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -178232.828125 Penalty: 757.646912
	Iteration 46Q: 3 clusters Score -178232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -178233.281250 Penalty: 757.646912
	Iteration 47Q: 3 clusters Score -178233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -178233.453125 Penalty: 757.646912
	Iteration 48Q: 3 clusters Score -178233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -178233.875000 Penalty: 757.646912
	Iteration 49Q: 3 clusters Score -178233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -178234.281250 Penalty: 757.646912
	Iteration 50Q: 3 clusters Score -178234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -178234.234375 Penalty: 757.646912
	Iteration 51Q: 3 clusters Score -178234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -178234.187500 Penalty: 757.646912
	Iteration 52Q: 3 clusters Score -178234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -178234.171875 Penalty: 757.646912
	Iteration 53Q: 3 clusters Score -178234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -178234.593750 Penalty: 757.646912
	Iteration 54Q: 3 clusters Score -178234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -178234.546875 Penalty: 757.646912
	Iteration 55Q: 3 clusters Score -178234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -178234.625000 Penalty: 757.646912
	Iteration 56Q: 3 clusters Score -178234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -178234.640625 Penalty: 757.646912
	Iteration 57Q: 3 clusters Score -178234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -178234.906250 Penalty: 757.646912
	Iteration 58Q: 3 clusters Score -178234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -178235.453125 Penalty: 757.646912
	Iteration 59Q: 3 clusters Score -178235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -178236.046875 Penalty: 757.646912
	Iteration 60F: 3 clusters Score -178236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -178237.796875 Penalty: 757.646912
	Iteration 61Q: 3 clusters Score -178237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -178239.406250 Penalty: 757.646912
	Iteration 62Q: 3 clusters Score -178239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -178240.390625 Penalty: 757.646912
	Iteration 63Q: 3 clusters Score -178240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -178241.296875 Penalty: 757.646912
	Iteration 64Q: 3 clusters Score -178241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -178242.187500 Penalty: 757.646912
	Iteration 65Q: 3 clusters Score -178242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -178244.953125 Penalty: 757.646912
	Iteration 66Q: 3 clusters Score -178245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -178247.625000 Penalty: 757.646912
	Iteration 67Q: 3 clusters Score -178247.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -178249.234375 Penalty: 757.646912
	Iteration 68Q: 3 clusters Score -178249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -178251.359375 Penalty: 757.646912
	Iteration 69Q: 3 clusters Score -178251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -178253.281250 Penalty: 757.646912
	Iteration 70Q: 3 clusters Score -178253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -178253.859375 Penalty: 757.646912
	Iteration 71Q: 3 clusters Score -178253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -178255.390625 Penalty: 757.646912
	Iteration 72Q: 3 clusters Score -178255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -178255.203125 Penalty: 757.646912
	Iteration 73Q: 3 clusters Score -178255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -178255.296875 Penalty: 757.646912
	Iteration 74Q: 3 clusters Score -178255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -178255.453125 Penalty: 757.646912
	Iteration 75Q: 3 clusters Score -178255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -178255.640625 Penalty: 757.646912
	Iteration 76Q: 3 clusters Score -178255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -178255.578125 Penalty: 757.646912
	Iteration 77Q: 3 clusters Score -178255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -178255.578125 Penalty: 757.646912
	Iteration 78F: 3 clusters Score -178255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11557.015625 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11557.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11637.203125 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11655.149414 Penalty: 519.044189
	Iteration 2Q: 3 clusters Score -11655.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11675.093750 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -11675.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11692.864258 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11692.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11701.115234 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11701.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11711.008789 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11711.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11731.537109 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -11731.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11743.750000 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -11743.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11746.166992 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -11746.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11748.437500 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -11748.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11748.437500 Penalty: 519.044189
	Iteration 11F: 3 clusters Score -11748.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Entering Unmasked Estep 
Score: -1401816.250000 Penalty: 471.831482
	Iteration 0F: 2 clusters Score -1401816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1380541.500000 Penalty: 943.662964
	Iteration 0F: 3 clusters Score -1380542 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1390072.375000 Penalty: 943.662964
	Iteration 1F: 3 clusters Score -1390072 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1390657.000000 Penalty: 943.662964
	Iteration 2Q: 3 clusters Score -1390657 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1391460.375000 Penalty: 943.662964
	Iteration 3F: 3 clusters Score -1391460 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1392605.750000 Penalty: 943.662964
	Iteration 4F: 3 clusters Score -1392606 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1394145.750000 Penalty: 943.662964
	Iteration 5F: 3 clusters Score -1394146 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1396098.625000 Penalty: 943.662964
	Iteration 6F: 3 clusters Score -1396099 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1398203.000000 Penalty: 943.662964
	Iteration 7F: 3 clusters Score -1398203 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1399963.750000 Penalty: 943.662964
	Iteration 8F: 3 clusters Score -1399964 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1401056.250000 Penalty: 943.662964
	Iteration 9Q: 3 clusters Score -1401056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1401376.125000 Penalty: 943.662964
	Iteration 10Q: 3 clusters Score -1401376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1401480.375000 Penalty: 943.662964
	Iteration 11Q: 3 clusters Score -1401480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1401523.500000 Penalty: 943.662964
	Iteration 12Q: 3 clusters Score -1401524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1401541.750000 Penalty: 943.662964
	Iteration 13Q: 3 clusters Score -1401542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1401560.250000 Penalty: 943.662964
	Iteration 14Q: 3 clusters Score -1401560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1401569.000000 Penalty: 943.662964
	Iteration 15Q: 3 clusters Score -1401569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1401570.750000 Penalty: 943.662964
	Iteration 16Q: 3 clusters Score -1401571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1401571.125000 Penalty: 943.662964
	Iteration 17Q: 3 clusters Score -1401571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1401571.125000 Penalty: 943.662964
	Iteration 18F: 3 clusters Score -1401571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -102837.421875 Penalty: 353.908630
	Iteration 0F: 2 clusters Score -102837.4 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 1197 members 
Entering Unmasked Estep 
Score: -101196.109375 Penalty: 707.817261
	Iteration 0F: 3 clusters Score -101196.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -101718.234375 Penalty: 707.817261
	Iteration 1F: 3 clusters Score -101718.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -101783.898438 Penalty: 707.817261
	Iteration 2F: 3 clusters Score -101783.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -101841.906250 Penalty: 707.817261
	Iteration 3F: 3 clusters Score -101841.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -101891.164062 Penalty: 707.817261
	Iteration 4Q: 3 clusters Score -101891.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -101966.914062 Penalty: 707.817261
	Iteration 5Q: 3 clusters Score -101966.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -102087.593750 Penalty: 707.817261
	Iteration 6F: 3 clusters Score -102087.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -102214.804688 Penalty: 707.817261
	Iteration 7F: 3 clusters Score -102214.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -102329.953125 Penalty: 707.817261
	Iteration 8F: 3 clusters Score -102330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -102403.054688 Penalty: 707.817261
	Iteration 9Q: 3 clusters Score -102403.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -102449.960938 Penalty: 707.817261
	Iteration 10Q: 3 clusters Score -102450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -102481.664062 Penalty: 707.817261
	Iteration 11Q: 3 clusters Score -102481.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -102516.367188 Penalty: 707.817261
	Iteration 12Q: 3 clusters Score -102516.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -102550.085938 Penalty: 707.817261
	Iteration 13Q: 3 clusters Score -102550.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -102573.429688 Penalty: 707.817261
	Iteration 14Q: 3 clusters Score -102573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -102582.968750 Penalty: 707.817261
	Iteration 15Q: 3 clusters Score -102583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -102588.648438 Penalty: 707.817261
	Iteration 16Q: 3 clusters Score -102588.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -102594.265625 Penalty: 707.817261
	Iteration 17Q: 3 clusters Score -102594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -102597.617188 Penalty: 707.817261
	Iteration 18Q: 3 clusters Score -102597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -102602.546875 Penalty: 707.817261
	Iteration 19Q: 3 clusters Score -102602.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -102609.296875 Penalty: 707.817261
	Iteration 20F: 3 clusters Score -102609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -102616.257812 Penalty: 707.817261
	Iteration 21Q: 3 clusters Score -102616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -102622.507812 Penalty: 707.817261
	Iteration 22Q: 3 clusters Score -102622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -102624.226562 Penalty: 707.817261
	Iteration 23Q: 3 clusters Score -102624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -102627.750000 Penalty: 707.817261
	Iteration 24Q: 3 clusters Score -102627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -102629.804688 Penalty: 707.817261
	Iteration 25Q: 3 clusters Score -102629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -102632.835938 Penalty: 707.817261
	Iteration 26Q: 3 clusters Score -102632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -102637.656250 Penalty: 707.817261
	Iteration 27Q: 3 clusters Score -102637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -102641.125000 Penalty: 707.817261
	Iteration 28Q: 3 clusters Score -102641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -102644.484375 Penalty: 707.817261
	Iteration 29Q: 3 clusters Score -102644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -102647.851562 Penalty: 707.817261
	Iteration 30Q: 3 clusters Score -102647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -102650.953125 Penalty: 707.817261
	Iteration 31Q: 3 clusters Score -102651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -102656.875000 Penalty: 707.817261
	Iteration 32Q: 3 clusters Score -102656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -102659.218750 Penalty: 707.817261
	Iteration 33Q: 3 clusters Score -102659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -102660.437500 Penalty: 707.817261
	Iteration 34Q: 3 clusters Score -102660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -102661.570312 Penalty: 707.817261
	Iteration 35Q: 3 clusters Score -102661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -102662.007812 Penalty: 707.817261
	Iteration 36Q: 3 clusters Score -102662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -102662.820312 Penalty: 707.817261
	Iteration 37Q: 3 clusters Score -102662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -102663.203125 Penalty: 707.817261
	Iteration 38Q: 3 clusters Score -102663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -102663.656250 Penalty: 707.817261
	Iteration 39Q: 3 clusters Score -102663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -102663.968750 Penalty: 707.817261
	Iteration 40F: 3 clusters Score -102664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Entering Unmasked Estep 
Score: -4853020.000000 Penalty: 525.351929
	Iteration 0F: 2 clusters Score -4853020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -4783773.000000 Penalty: 1050.703857
	Iteration 0F: 3 clusters Score -4783773 nChanged 50810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -4814670.500000 Penalty: 1050.703857
	Iteration 1F: 3 clusters Score -4814670 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -4816750.000000 Penalty: 1050.703857
	Iteration 2Q: 3 clusters Score -4816750 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -4820729.500000 Penalty: 1050.703857
	Iteration 3F: 3 clusters Score -4820730 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -4827584.500000 Penalty: 1050.703857
	Iteration 4F: 3 clusters Score -4827584 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -4837130.500000 Penalty: 1050.703857
	Iteration 5F: 3 clusters Score -4837130 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -4845322.000000 Penalty: 1050.703857
	Iteration 6F: 3 clusters Score -4845322 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -4849888.500000 Penalty: 1050.703857
	Iteration 7Q: 3 clusters Score -4849888 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -4851666.000000 Penalty: 1050.703857
	Iteration 8Q: 3 clusters Score -4851666 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -4852215.500000 Penalty: 1050.703857
	Iteration 9Q: 3 clusters Score -4852216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -4852388.000000 Penalty: 1050.703857
	Iteration 10Q: 3 clusters Score -4852388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -4852464.500000 Penalty: 1050.703857
	Iteration 11Q: 3 clusters Score -4852464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103242 members 
Entering Unmasked Estep 
Score: -4852498.000000 Penalty: 1050.703857
	Iteration 12Q: 3 clusters Score -4852498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -4852523.000000 Penalty: 1050.703857
	Iteration 13Q: 3 clusters Score -4852523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -4852542.000000 Penalty: 1050.703857
	Iteration 14Q: 3 clusters Score -4852542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -4852548.000000 Penalty: 1050.703857
	Iteration 15Q: 3 clusters Score -4852548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -4852556.000000 Penalty: 1050.703857
	Iteration 16Q: 3 clusters Score -4852556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -4852559.000000 Penalty: 1050.703857
	Iteration 17Q: 3 clusters Score -4852559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -4852561.000000 Penalty: 1050.703857
	Iteration 18Q: 3 clusters Score -4852561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -4852562.500000 Penalty: 1050.703857
	Iteration 19Q: 3 clusters Score -4852562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -4852562.000000 Penalty: 1050.703857
	Iteration 20F: 3 clusters Score -4852562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -64141.835938 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -64141.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -63062.843750 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -63062.84 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -63350.867188 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -63350.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -63451.343750 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -63451.34 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -63538.304688 Penalty: 659.936890
	Iteration 3F: 3 clusters Score -63538.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63595.335938 Penalty: 659.936890
	Iteration 4F: 3 clusters Score -63595.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -63645.785156 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -63645.79 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -63683.128906 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -63683.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63708.148438 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -63708.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -63725.054688 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -63725.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -63735.398438 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -63735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -63743.707031 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -63743.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -63750.808594 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -63750.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -63756.835938 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -63756.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -63759.648438 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -63759.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -63762.058594 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -63762.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -63764.109375 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -63764.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -63766.312500 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -63766.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -63767.863281 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -63767.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -63769.640625 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -63769.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -63773.207031 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -63773.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -63775.843750 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -63775.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -63779.968750 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -63779.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -63783.148438 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -63783.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -63784.300781 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -63784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -63784.734375 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -63784.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -63784.968750 Penalty: 659.936890
	Iteration 25Q: 3 clusters Score -63784.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -63785.343750 Penalty: 659.936890
	Iteration 26Q: 3 clusters Score -63785.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -63785.781250 Penalty: 659.936890
	Iteration 27Q: 3 clusters Score -63785.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -63785.863281 Penalty: 659.936890
	Iteration 28Q: 3 clusters Score -63785.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -63785.984375 Penalty: 659.936890
	Iteration 29Q: 3 clusters Score -63785.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -63786.144531 Penalty: 659.936890
	Iteration 30Q: 3 clusters Score -63786.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -63786.144531 Penalty: 659.936890
	Iteration 31F: 3 clusters Score -63786.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -39415.933594 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -39415.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -38653.871094 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -38653.87 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -38936.828125 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -38936.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39047.707031 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -39047.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39136.859375 Penalty: 624.510925
	Iteration 3F: 3 clusters Score -39136.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39239.097656 Penalty: 624.510925
	Iteration 4F: 3 clusters Score -39239.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39306.500000 Penalty: 624.510925
	Iteration 5F: 3 clusters Score -39306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39333.164062 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -39333.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39343.250000 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -39343.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39348.542969 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -39348.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39350.808594 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -39350.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39353.382812 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -39353.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39354.367188 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -39354.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39356.468750 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -39356.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39356.933594 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -39356.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39357.835938 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -39357.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39357.835938 Penalty: 624.510925
	Iteration 15F: 3 clusters Score -39357.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -9944.404297 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -9944.404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9619.962891 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -9619.963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9733.050781 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -9733.051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9765.289062 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -9765.289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9785.253906 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -9785.254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9793.413086 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -9793.413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9797.411133 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -9797.411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9814.510742 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -9814.511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9825.823242 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -9825.823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9833.667969 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -9833.668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9847.549805 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -9847.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9874.502930 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -9874.503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9884.455078 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -9884.455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9888.397461 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -9888.397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9889.602539 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -9889.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9890.424805 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -9890.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9890.424805 Penalty: 511.785614
	Iteration 15F: 3 clusters Score -9890.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6073.266602 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6073.267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6137.662598 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6137.663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6148.511719 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6148.512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6151.036133 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6151.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6153.085449 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6153.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6153.085449 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -6153.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Entering Unmasked Estep 
Score: -176933.656250 Penalty: 372.686340
	Iteration 0F: 2 clusters Score -176933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -174432.203125 Penalty: 745.372681
	Iteration 0F: 3 clusters Score -174432.2 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -175376.484375 Penalty: 745.372681
	Iteration 1F: 3 clusters Score -175376.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -175478.906250 Penalty: 745.372681
	Iteration 2F: 3 clusters Score -175478.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -175602.296875 Penalty: 745.372681
	Iteration 3F: 3 clusters Score -175602.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -175726.484375 Penalty: 745.372681
	Iteration 4F: 3 clusters Score -175726.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -175835.500000 Penalty: 745.372681
	Iteration 5Q: 3 clusters Score -175835.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -175934.171875 Penalty: 745.372681
	Iteration 6Q: 3 clusters Score -175934.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -176023.656250 Penalty: 745.372681
	Iteration 7Q: 3 clusters Score -176023.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -176103.015625 Penalty: 745.372681
	Iteration 8Q: 3 clusters Score -176103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -176190.421875 Penalty: 745.372681
	Iteration 9Q: 3 clusters Score -176190.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -176279.421875 Penalty: 745.372681
	Iteration 10Q: 3 clusters Score -176279.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -176359.171875 Penalty: 745.372681
	Iteration 11Q: 3 clusters Score -176359.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -176438.218750 Penalty: 745.372681
	Iteration 12Q: 3 clusters Score -176438.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -176506.281250 Penalty: 745.372681
	Iteration 13Q: 3 clusters Score -176506.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -176537.718750 Penalty: 745.372681
	Iteration 14Q: 3 clusters Score -176537.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -176559.296875 Penalty: 745.372681
	Iteration 15Q: 3 clusters Score -176559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -176577.890625 Penalty: 745.372681
	Iteration 16Q: 3 clusters Score -176577.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -176596.125000 Penalty: 745.372681
	Iteration 17Q: 3 clusters Score -176596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -176603.359375 Penalty: 745.372681
	Iteration 18Q: 3 clusters Score -176603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -176612.750000 Penalty: 745.372681
	Iteration 19Q: 3 clusters Score -176612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -176618.562500 Penalty: 745.372681
	Iteration 20F: 3 clusters Score -176618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -176622.703125 Penalty: 745.372681
	Iteration 21Q: 3 clusters Score -176622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -176629.890625 Penalty: 745.372681
	Iteration 22Q: 3 clusters Score -176629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -176633.984375 Penalty: 745.372681
	Iteration 23Q: 3 clusters Score -176634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -176635.078125 Penalty: 745.372681
	Iteration 24Q: 3 clusters Score -176635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -176635.265625 Penalty: 745.372681
	Iteration 25Q: 3 clusters Score -176635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -176638.046875 Penalty: 745.372681
	Iteration 26Q: 3 clusters Score -176638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -176638.046875 Penalty: 745.372681
	Iteration 27F: 3 clusters Score -176638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -148724.921875 Penalty: 364.289734
	Iteration 0F: 2 clusters Score -148724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -146607.750000 Penalty: 728.579468
	Iteration 0F: 3 clusters Score -146607.8 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -147351.906250 Penalty: 728.579468
	Iteration 1F: 3 clusters Score -147351.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -147478.906250 Penalty: 728.579468
	Iteration 2F: 3 clusters Score -147478.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -147588.906250 Penalty: 728.579468
	Iteration 3F: 3 clusters Score -147588.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -147682.250000 Penalty: 728.579468
	Iteration 4F: 3 clusters Score -147682.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -147774.250000 Penalty: 728.579468
	Iteration 5Q: 3 clusters Score -147774.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -147871.406250 Penalty: 728.579468
	Iteration 6Q: 3 clusters Score -147871.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -147978.359375 Penalty: 728.579468
	Iteration 7Q: 3 clusters Score -147978.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -148075.359375 Penalty: 728.579468
	Iteration 8Q: 3 clusters Score -148075.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -148113.546875 Penalty: 728.579468
	Iteration 9Q: 3 clusters Score -148113.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -148126.031250 Penalty: 728.579468
	Iteration 10Q: 3 clusters Score -148126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -148133.578125 Penalty: 728.579468
	Iteration 11Q: 3 clusters Score -148133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -148137.828125 Penalty: 728.579468
	Iteration 12Q: 3 clusters Score -148137.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -148143.328125 Penalty: 728.579468
	Iteration 13Q: 3 clusters Score -148143.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -148149.578125 Penalty: 728.579468
	Iteration 14Q: 3 clusters Score -148149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -148152.906250 Penalty: 728.579468
	Iteration 15Q: 3 clusters Score -148152.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -148155.640625 Penalty: 728.579468
	Iteration 16Q: 3 clusters Score -148155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -148158.125000 Penalty: 728.579468
	Iteration 17Q: 3 clusters Score -148158.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -148161.046875 Penalty: 728.579468
	Iteration 18Q: 3 clusters Score -148161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -148165.000000 Penalty: 728.579468
	Iteration 19Q: 3 clusters Score -148165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -148169.281250 Penalty: 728.579468
	Iteration 20F: 3 clusters Score -148169.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -148172.031250 Penalty: 728.579468
	Iteration 21Q: 3 clusters Score -148172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -148175.093750 Penalty: 728.579468
	Iteration 22Q: 3 clusters Score -148175.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -148177.984375 Penalty: 728.579468
	Iteration 23Q: 3 clusters Score -148178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -148181.468750 Penalty: 728.579468
	Iteration 24Q: 3 clusters Score -148181.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -148183.812500 Penalty: 728.579468
	Iteration 25Q: 3 clusters Score -148183.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -148185.859375 Penalty: 728.579468
	Iteration 26Q: 3 clusters Score -148185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -148188.578125 Penalty: 728.579468
	Iteration 27Q: 3 clusters Score -148188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -148190.531250 Penalty: 728.579468
	Iteration 28Q: 3 clusters Score -148190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -148191.796875 Penalty: 728.579468
	Iteration 29Q: 3 clusters Score -148191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -148192.609375 Penalty: 728.579468
	Iteration 30Q: 3 clusters Score -148192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -148193.828125 Penalty: 728.579468
	Iteration 31Q: 3 clusters Score -148193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -148194.828125 Penalty: 728.579468
	Iteration 32Q: 3 clusters Score -148194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -148196.046875 Penalty: 728.579468
	Iteration 33Q: 3 clusters Score -148196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -148198.062500 Penalty: 728.579468
	Iteration 34Q: 3 clusters Score -148198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -148200.578125 Penalty: 728.579468
	Iteration 35Q: 3 clusters Score -148200.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -148202.578125 Penalty: 728.579468
	Iteration 36Q: 3 clusters Score -148202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -148203.828125 Penalty: 728.579468
	Iteration 37Q: 3 clusters Score -148203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -148204.500000 Penalty: 728.579468
	Iteration 38Q: 3 clusters Score -148204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -148205.000000 Penalty: 728.579468
	Iteration 39Q: 3 clusters Score -148205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -148206.765625 Penalty: 728.579468
	Iteration 40F: 3 clusters Score -148206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -148208.906250 Penalty: 728.579468
	Iteration 41Q: 3 clusters Score -148208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -148211.328125 Penalty: 728.579468
	Iteration 42Q: 3 clusters Score -148211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -148215.156250 Penalty: 728.579468
	Iteration 43Q: 3 clusters Score -148215.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -148219.312500 Penalty: 728.579468
	Iteration 44Q: 3 clusters Score -148219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -148221.453125 Penalty: 728.579468
	Iteration 45Q: 3 clusters Score -148221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -148222.312500 Penalty: 728.579468
	Iteration 46Q: 3 clusters Score -148222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -148222.890625 Penalty: 728.579468
	Iteration 47Q: 3 clusters Score -148222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -148224.218750 Penalty: 728.579468
	Iteration 48Q: 3 clusters Score -148224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -148224.718750 Penalty: 728.579468
	Iteration 49Q: 3 clusters Score -148224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -148225.625000 Penalty: 728.579468
	Iteration 50Q: 3 clusters Score -148225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -148225.515625 Penalty: 728.579468
	Iteration 51Q: 3 clusters Score -148225.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -148225.515625 Penalty: 728.579468
	Iteration 52F: 3 clusters Score -148225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -283357.031250 Penalty: 394.159698
	Iteration 0F: 2 clusters Score -283357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -279442.937500 Penalty: 788.319397
	Iteration 0F: 3 clusters Score -279442.9 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -280927.875000 Penalty: 788.319397
	Iteration 1F: 3 clusters Score -280927.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -281068.187500 Penalty: 788.319397
	Iteration 2F: 3 clusters Score -281068.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -281221.937500 Penalty: 788.319397
	Iteration 3F: 3 clusters Score -281221.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -281390.937500 Penalty: 788.319397
	Iteration 4F: 3 clusters Score -281390.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -281589.437500 Penalty: 788.319397
	Iteration 5F: 3 clusters Score -281589.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -281814.656250 Penalty: 788.319397
	Iteration 6F: 3 clusters Score -281814.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282027.750000 Penalty: 788.319397
	Iteration 7F: 3 clusters Score -282027.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282250.500000 Penalty: 788.319397
	Iteration 8F: 3 clusters Score -282250.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -282454.843750 Penalty: 788.319397
	Iteration 9Q: 3 clusters Score -282454.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -282625.031250 Penalty: 788.319397
	Iteration 10Q: 3 clusters Score -282625 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -282771.406250 Penalty: 788.319397
	Iteration 11Q: 3 clusters Score -282771.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -282882.437500 Penalty: 788.319397
	Iteration 12Q: 3 clusters Score -282882.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -282963.968750 Penalty: 788.319397
	Iteration 13Q: 3 clusters Score -282964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -283012.281250 Penalty: 788.319397
	Iteration 14Q: 3 clusters Score -283012.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -283047.937500 Penalty: 788.319397
	Iteration 15Q: 3 clusters Score -283047.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -283056.531250 Penalty: 788.319397
	Iteration 16Q: 3 clusters Score -283056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -283067.531250 Penalty: 788.319397
	Iteration 17Q: 3 clusters Score -283067.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -283076.437500 Penalty: 788.319397
	Iteration 18Q: 3 clusters Score -283076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -283093.062500 Penalty: 788.319397
	Iteration 19Q: 3 clusters Score -283093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -283100.375000 Penalty: 788.319397
	Iteration 20F: 3 clusters Score -283100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -283103.500000 Penalty: 788.319397
	Iteration 21Q: 3 clusters Score -283103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -283106.156250 Penalty: 788.319397
	Iteration 22Q: 3 clusters Score -283106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -283107.750000 Penalty: 788.319397
	Iteration 23Q: 3 clusters Score -283107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -283108.500000 Penalty: 788.319397
	Iteration 24Q: 3 clusters Score -283108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -283108.406250 Penalty: 788.319397
	Iteration 25Q: 3 clusters Score -283108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -283108.406250 Penalty: 788.319397
	Iteration 26F: 3 clusters Score -283108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10193.994141 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10193.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10249.106445 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10249.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10277.791992 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10277.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10293.769531 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -10293.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10295.178711 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10295.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10295.823242 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10295.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10296.732422 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -10296.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10298.121094 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -10298.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10298.121094 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -10298.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Entering Unmasked Estep 
Score: -3677960.500000 Penalty: 511.816406
	Iteration 0F: 2 clusters Score -3677960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -3626542.250000 Penalty: 1023.632812
	Iteration 0F: 3 clusters Score -3626542 nChanged 37171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -3649833.750000 Penalty: 1023.632812
	Iteration 1F: 3 clusters Score -3649834 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -3651643.750000 Penalty: 1023.632812
	Iteration 2F: 3 clusters Score -3651644 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -3654715.750000 Penalty: 1023.632812
	Iteration 3F: 3 clusters Score -3654716 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -3659047.000000 Penalty: 1023.632812
	Iteration 4F: 3 clusters Score -3659047 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -3663566.500000 Penalty: 1023.632812
	Iteration 5F: 3 clusters Score -3663566 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -3666833.750000 Penalty: 1023.632812
	Iteration 6F: 3 clusters Score -3666834 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -3668580.750000 Penalty: 1023.632812
	Iteration 7Q: 3 clusters Score -3668581 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -3669706.000000 Penalty: 1023.632812
	Iteration 8Q: 3 clusters Score -3669706 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -3670643.000000 Penalty: 1023.632812
	Iteration 9Q: 3 clusters Score -3670643 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -3671609.000000 Penalty: 1023.632812
	Iteration 10Q: 3 clusters Score -3671609 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -3672480.000000 Penalty: 1023.632812
	Iteration 11Q: 3 clusters Score -3672480 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -3673318.000000 Penalty: 1023.632812
	Iteration 12Q: 3 clusters Score -3673318 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -3674076.750000 Penalty: 1023.632812
	Iteration 13Q: 3 clusters Score -3674077 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -3674801.250000 Penalty: 1023.632812
	Iteration 14Q: 3 clusters Score -3674801 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -3675377.250000 Penalty: 1023.632812
	Iteration 15Q: 3 clusters Score -3675377 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -3675865.250000 Penalty: 1023.632812
	Iteration 16Q: 3 clusters Score -3675865 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -3676226.500000 Penalty: 1023.632812
	Iteration 17Q: 3 clusters Score -3676226 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -3676525.750000 Penalty: 1023.632812
	Iteration 18Q: 3 clusters Score -3676526 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -3676744.500000 Penalty: 1023.632812
	Iteration 19Q: 3 clusters Score -3676744 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -3676901.750000 Penalty: 1023.632812
	Iteration 20F: 3 clusters Score -3676902 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -3677026.750000 Penalty: 1023.632812
	Iteration 21Q: 3 clusters Score -3677027 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -3677113.000000 Penalty: 1023.632812
	Iteration 22Q: 3 clusters Score -3677113 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -3677170.750000 Penalty: 1023.632812
	Iteration 23Q: 3 clusters Score -3677171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -3677219.250000 Penalty: 1023.632812
	Iteration 24Q: 3 clusters Score -3677219 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -3677280.750000 Penalty: 1023.632812
	Iteration 25Q: 3 clusters Score -3677281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -3677336.750000 Penalty: 1023.632812
	Iteration 26Q: 3 clusters Score -3677337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -3677364.750000 Penalty: 1023.632812
	Iteration 27Q: 3 clusters Score -3677365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -3677403.750000 Penalty: 1023.632812
	Iteration 28Q: 3 clusters Score -3677404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -3677437.250000 Penalty: 1023.632812
	Iteration 29Q: 3 clusters Score -3677437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -3677466.250000 Penalty: 1023.632812
	Iteration 30Q: 3 clusters Score -3677466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -3677484.250000 Penalty: 1023.632812
	Iteration 31Q: 3 clusters Score -3677484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -3677499.750000 Penalty: 1023.632812
	Iteration 32Q: 3 clusters Score -3677500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -3677520.250000 Penalty: 1023.632812
	Iteration 33Q: 3 clusters Score -3677520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -3677531.000000 Penalty: 1023.632812
	Iteration 34Q: 3 clusters Score -3677531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -3677537.500000 Penalty: 1023.632812
	Iteration 35Q: 3 clusters Score -3677538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -3677549.000000 Penalty: 1023.632812
	Iteration 36Q: 3 clusters Score -3677549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -3677552.000000 Penalty: 1023.632812
	Iteration 37Q: 3 clusters Score -3677552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -3677560.750000 Penalty: 1023.632812
	Iteration 38Q: 3 clusters Score -3677561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -3677557.500000 Penalty: 1023.632812
	Iteration 39Q: 3 clusters Score -3677558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -3677559.750000 Penalty: 1023.632812
	Iteration 40F: 3 clusters Score -3677560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -3677563.500000 Penalty: 1023.632812
	Iteration 41Q: 3 clusters Score -3677564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -3677565.250000 Penalty: 1023.632812
	Iteration 42Q: 3 clusters Score -3677565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -3677566.000000 Penalty: 1023.632812
	Iteration 43Q: 3 clusters Score -3677566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -3677569.250000 Penalty: 1023.632812
	Iteration 44Q: 3 clusters Score -3677569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -3677568.000000 Penalty: 1023.632812
	Iteration 45Q: 3 clusters Score -3677568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -3677569.250000 Penalty: 1023.632812
	Iteration 46Q: 3 clusters Score -3677569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -3677572.000000 Penalty: 1023.632812
	Iteration 47Q: 3 clusters Score -3677572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -3677572.000000 Penalty: 1023.632812
	Iteration 48F: 3 clusters Score -3677572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -108062.992188 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -108063 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 1156 members 
Entering Unmasked Estep 
Score: -106447.304688 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -106447.3 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -106980.789062 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -106980.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -107068.445312 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -107068.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -107131.304688 Penalty: 703.485901
	Iteration 3F: 3 clusters Score -107131.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -107191.125000 Penalty: 703.485901
	Iteration 4F: 3 clusters Score -107191.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -107232.218750 Penalty: 703.485901
	Iteration 5Q: 3 clusters Score -107232.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -107270.000000 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -107270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -107308.164062 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -107308.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -107343.828125 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -107343.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -107378.101562 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -107378.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -107408.414062 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -107408.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -107444.062500 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -107444.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -107473.851562 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -107473.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -107500.289062 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -107500.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -107523.453125 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -107523.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -107544.015625 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -107544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -107563.867188 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -107563.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -107581.312500 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -107581.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -107605.390625 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -107605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -107635.265625 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -107635.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -107668.031250 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -107668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -107682.609375 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -107682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -107695.460938 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -107695.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -107709.703125 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -107709.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -107719.921875 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -107719.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -107730.554688 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -107730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -107735.953125 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -107736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -107739.578125 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -107739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -107746.390625 Penalty: 703.485901
	Iteration 28Q: 3 clusters Score -107746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -107756.468750 Penalty: 703.485901
	Iteration 29Q: 3 clusters Score -107756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -107762.554688 Penalty: 703.485901
	Iteration 30Q: 3 clusters Score -107762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -107766.023438 Penalty: 703.485901
	Iteration 31Q: 3 clusters Score -107766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -107771.718750 Penalty: 703.485901
	Iteration 32Q: 3 clusters Score -107771.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -107779.468750 Penalty: 703.485901
	Iteration 33Q: 3 clusters Score -107779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -107783.867188 Penalty: 703.485901
	Iteration 34Q: 3 clusters Score -107783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -107785.984375 Penalty: 703.485901
	Iteration 35Q: 3 clusters Score -107786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -107786.671875 Penalty: 703.485901
	Iteration 36Q: 3 clusters Score -107786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -107786.671875 Penalty: 703.485901
	Iteration 37F: 3 clusters Score -107786.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -19647.820312 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -19647.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19202.500000 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -19202.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19295.269531 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -19295.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19320.593750 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -19320.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19343.533203 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -19343.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19355.162109 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -19355.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19369.511719 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -19369.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19377.841797 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -19377.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19383.046875 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -19383.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19386.837891 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -19386.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19390.337891 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -19390.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19392.392578 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -19392.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19393.896484 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -19393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19395.177734 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -19395.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19396.974609 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -19396.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19400.330078 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -19400.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19404.439453 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -19404.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19408.570312 Penalty: 554.309204
	Iteration 16Q: 3 clusters Score -19408.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19412.195312 Penalty: 554.309204
	Iteration 17Q: 3 clusters Score -19412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19415.796875 Penalty: 554.309204
	Iteration 18Q: 3 clusters Score -19415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19420.158203 Penalty: 554.309204
	Iteration 19Q: 3 clusters Score -19420.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19423.662109 Penalty: 554.309204
	Iteration 20F: 3 clusters Score -19423.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19426.359375 Penalty: 554.309204
	Iteration 21Q: 3 clusters Score -19426.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19427.683594 Penalty: 554.309204
	Iteration 22Q: 3 clusters Score -19427.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19428.708984 Penalty: 554.309204
	Iteration 23Q: 3 clusters Score -19428.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19430.859375 Penalty: 554.309204
	Iteration 24Q: 3 clusters Score -19430.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19433.412109 Penalty: 554.309204
	Iteration 25Q: 3 clusters Score -19433.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19434.765625 Penalty: 554.309204
	Iteration 26Q: 3 clusters Score -19434.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19435.505859 Penalty: 554.309204
	Iteration 27Q: 3 clusters Score -19435.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19437.666016 Penalty: 554.309204
	Iteration 28Q: 3 clusters Score -19437.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19438.509766 Penalty: 554.309204
	Iteration 29Q: 3 clusters Score -19438.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19443.064453 Penalty: 554.309204
	Iteration 30Q: 3 clusters Score -19443.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19449.613281 Penalty: 554.309204
	Iteration 31Q: 3 clusters Score -19449.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19449.613281 Penalty: 554.309204
	Iteration 32F: 3 clusters Score -19449.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -243253.515625 Penalty: 391.319580
	Iteration 0F: 2 clusters Score -243253.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -239608.343750 Penalty: 782.639160
	Iteration 0F: 3 clusters Score -239608.3 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -241007.765625 Penalty: 782.639160
	Iteration 1F: 3 clusters Score -241007.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -241123.234375 Penalty: 782.639160
	Iteration 2F: 3 clusters Score -241123.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -241250.125000 Penalty: 782.639160
	Iteration 3Q: 3 clusters Score -241250.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -241429.640625 Penalty: 782.639160
	Iteration 4Q: 3 clusters Score -241429.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -241635.718750 Penalty: 782.639160
	Iteration 5F: 3 clusters Score -241635.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -241881.500000 Penalty: 782.639160
	Iteration 6F: 3 clusters Score -241881.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -242104.796875 Penalty: 782.639160
	Iteration 7F: 3 clusters Score -242104.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -242292.312500 Penalty: 782.639160
	Iteration 8F: 3 clusters Score -242292.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -242436.375000 Penalty: 782.639160
	Iteration 9Q: 3 clusters Score -242436.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -242536.390625 Penalty: 782.639160
	Iteration 10Q: 3 clusters Score -242536.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -242643.203125 Penalty: 782.639160
	Iteration 11Q: 3 clusters Score -242643.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -242787.484375 Penalty: 782.639160
	Iteration 12Q: 3 clusters Score -242787.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -242917.000000 Penalty: 782.639160
	Iteration 13Q: 3 clusters Score -242917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -242989.875000 Penalty: 782.639160
	Iteration 14Q: 3 clusters Score -242989.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -243035.812500 Penalty: 782.639160
	Iteration 15Q: 3 clusters Score -243035.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -243061.640625 Penalty: 782.639160
	Iteration 16Q: 3 clusters Score -243061.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -243081.250000 Penalty: 782.639160
	Iteration 17Q: 3 clusters Score -243081.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -243097.187500 Penalty: 782.639160
	Iteration 18Q: 3 clusters Score -243097.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -243106.828125 Penalty: 782.639160
	Iteration 19Q: 3 clusters Score -243106.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -243114.640625 Penalty: 782.639160
	Iteration 20F: 3 clusters Score -243114.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -243119.843750 Penalty: 782.639160
	Iteration 21Q: 3 clusters Score -243119.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -243122.734375 Penalty: 782.639160
	Iteration 22Q: 3 clusters Score -243122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -243124.171875 Penalty: 782.639160
	Iteration 23Q: 3 clusters Score -243124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -243125.296875 Penalty: 782.639160
	Iteration 24Q: 3 clusters Score -243125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -243126.281250 Penalty: 782.639160
	Iteration 25Q: 3 clusters Score -243126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -243126.781250 Penalty: 782.639160
	Iteration 26Q: 3 clusters Score -243126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -243127.734375 Penalty: 782.639160
	Iteration 27Q: 3 clusters Score -243127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -243127.375000 Penalty: 782.639160
	Iteration 28Q: 3 clusters Score -243127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -243128.250000 Penalty: 782.639160
	Iteration 29Q: 3 clusters Score -243128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -243128.109375 Penalty: 782.639160
	Iteration 30Q: 3 clusters Score -243128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -243128.031250 Penalty: 782.639160
	Iteration 31Q: 3 clusters Score -243128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -243127.750000 Penalty: 782.639160
	Iteration 32Q: 3 clusters Score -243127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -243127.875000 Penalty: 782.639160
	Iteration 33Q: 3 clusters Score -243127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -243127.875000 Penalty: 782.639160
	Iteration 34F: 3 clusters Score -243127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9198.685547 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9198.686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9248.506836 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9248.507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9261.314453 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -9261.314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9271.453125 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9271.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9273.921875 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9273.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9274.417969 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9274.418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9276.405273 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9276.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9276.405273 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -9276.405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1768.568848 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1768.569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1798.110596 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1798.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29729.466797 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29729.47 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -29877.898438 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29877.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29938.666016 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29938.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -29987.498047 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -29987.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -30018.703125 Penalty: 599.717407
	Iteration 4F: 3 clusters Score -30018.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30052.117188 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30052.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -30075.177734 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30075.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -30083.121094 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30083.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -30096.740234 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30096.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30116.960938 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30116.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30136.476562 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30136.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30156.646484 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30156.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30161.982422 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30161.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30165.574219 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30165.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -30173.669922 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30173.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -30180.671875 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -30180.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -30185.894531 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -30185.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -30188.818359 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -30188.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -30191.255859 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -30191.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -30193.224609 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -30193.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -30194.152344 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -30194.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30196.753906 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -30196.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -30197.794922 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -30197.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30197.927734 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -30197.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30199.023438 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -30199.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -30199.023438 Penalty: 599.717407
	Iteration 25F: 3 clusters Score -30199.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8224.949219 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8224.949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8277.367188 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8277.367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8304.885742 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8304.886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8311.875000 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8311.875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8314.142578 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8314.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8314.142578 Penalty: 478.432068
	Iteration 5F: 3 clusters Score -8314.143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -112340.117188 Penalty: 354.758057
	Iteration 0F: 2 clusters Score -112340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -110623.187500 Penalty: 709.516113
	Iteration 0F: 3 clusters Score -110623.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -111244.960938 Penalty: 709.516113
	Iteration 1F: 3 clusters Score -111245 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -111345.406250 Penalty: 709.516113
	Iteration 2F: 3 clusters Score -111345.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -111432.976562 Penalty: 709.516113
	Iteration 3F: 3 clusters Score -111433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -111508.617188 Penalty: 709.516113
	Iteration 4F: 3 clusters Score -111508.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -111587.359375 Penalty: 709.516113
	Iteration 5Q: 3 clusters Score -111587.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -111689.664062 Penalty: 709.516113
	Iteration 6F: 3 clusters Score -111689.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -111768.320312 Penalty: 709.516113
	Iteration 7Q: 3 clusters Score -111768.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -111838.593750 Penalty: 709.516113
	Iteration 8Q: 3 clusters Score -111838.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -111883.882812 Penalty: 709.516113
	Iteration 9Q: 3 clusters Score -111883.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -111908.906250 Penalty: 709.516113
	Iteration 10Q: 3 clusters Score -111908.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -111927.664062 Penalty: 709.516113
	Iteration 11Q: 3 clusters Score -111927.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -111937.703125 Penalty: 709.516113
	Iteration 12Q: 3 clusters Score -111937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -111941.804688 Penalty: 709.516113
	Iteration 13Q: 3 clusters Score -111941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -111944.437500 Penalty: 709.516113
	Iteration 14Q: 3 clusters Score -111944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111945.578125 Penalty: 709.516113
	Iteration 15Q: 3 clusters Score -111945.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -111947.523438 Penalty: 709.516113
	Iteration 16Q: 3 clusters Score -111947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111949.968750 Penalty: 709.516113
	Iteration 17Q: 3 clusters Score -111950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -111950.960938 Penalty: 709.516113
	Iteration 18Q: 3 clusters Score -111951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -111952.000000 Penalty: 709.516113
	Iteration 19Q: 3 clusters Score -111952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111953.734375 Penalty: 709.516113
	Iteration 20F: 3 clusters Score -111953.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -111956.218750 Penalty: 709.516113
	Iteration 21Q: 3 clusters Score -111956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -111958.515625 Penalty: 709.516113
	Iteration 22Q: 3 clusters Score -111958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -111960.867188 Penalty: 709.516113
	Iteration 23Q: 3 clusters Score -111960.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -111963.843750 Penalty: 709.516113
	Iteration 24Q: 3 clusters Score -111963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -111967.429688 Penalty: 709.516113
	Iteration 25Q: 3 clusters Score -111967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -111970.976562 Penalty: 709.516113
	Iteration 26Q: 3 clusters Score -111971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -111976.625000 Penalty: 709.516113
	Iteration 27Q: 3 clusters Score -111976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -111978.945312 Penalty: 709.516113
	Iteration 28Q: 3 clusters Score -111978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -111981.023438 Penalty: 709.516113
	Iteration 29Q: 3 clusters Score -111981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -111982.117188 Penalty: 709.516113
	Iteration 30Q: 3 clusters Score -111982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -111983.937500 Penalty: 709.516113
	Iteration 31Q: 3 clusters Score -111983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -111984.507812 Penalty: 709.516113
	Iteration 32Q: 3 clusters Score -111984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -111985.437500 Penalty: 709.516113
	Iteration 33Q: 3 clusters Score -111985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -111985.796875 Penalty: 709.516113
	Iteration 34Q: 3 clusters Score -111985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -111986.140625 Penalty: 709.516113
	Iteration 35Q: 3 clusters Score -111986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -111986.140625 Penalty: 709.516113
	Iteration 36F: 3 clusters Score -111986.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 179201 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33555 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4129 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31886 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 103383 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76781 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 319Q: 28 clusters Score -2.32359e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 179125 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33557 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31888 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103378 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76801 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235906.000000 Penalty: 16169.891602
Iteration 320F: 28 clusters Score -2.323591e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 179051 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33552 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4126 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31894 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103378 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 5789 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76815 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235940.000000 Penalty: 16169.891602
Iteration 321Q: 28 clusters Score -2.323594e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 178969 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33548 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4123 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31897 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103376 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76822 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235982.000000 Penalty: 16169.891602
Iteration 322Q: 28 clusters Score -2.323598e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 178902 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33547 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31899 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 103375 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76824 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235982.000000 Penalty: 16169.891602
Iteration 323Q: 28 clusters Score -2.323598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 178829 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31905 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 103373 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 955 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76829 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 16169.891602
Iteration 324Q: 28 clusters Score -2.323597e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 178769 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33547 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31902 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 103378 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5811 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76829 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 16169.891602
Iteration 325Q: 28 clusters Score -2.323593e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 178703 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31902 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 103384 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5817 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76833 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 16169.891602
Iteration 326Q: 28 clusters Score -2.323597e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 178634 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 33549 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31898 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 103391 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3601 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76843 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 16169.891602
Iteration 327Q: 28 clusters Score -2.323597e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 178565 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 33550 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31897 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 103397 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76850 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235918.000000 Penalty: 16169.891602
Iteration 328Q: 28 clusters Score -2.323592e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 178503 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 33555 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31898 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 103395 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76852 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 16169.891602
Iteration 329Q: 28 clusters Score -2.323594e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 178427 members 
Mstep: Class 3 contains 1616 members 
Mstep: Class 4 contains 33560 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31903 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 103395 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76851 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235944.000000 Penalty: 16169.891602
Iteration 330Q: 28 clusters Score -2.323594e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 178337 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33566 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 103397 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76854 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235930.000000 Penalty: 16169.891602
Iteration 331Q: 28 clusters Score -2.323593e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 178253 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33570 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31917 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 103398 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76858 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 16169.891602
Iteration 332Q: 28 clusters Score -2.323589e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 178157 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33571 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31915 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 103401 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76863 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235846.000000 Penalty: 16169.891602
Iteration 333Q: 28 clusters Score -2.323585e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 178059 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33571 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31916 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 103409 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76874 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 334Q: 28 clusters Score -2.32359e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 177957 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33574 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31918 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 103416 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76885 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235854.000000 Penalty: 16169.891602
Iteration 335Q: 28 clusters Score -2.323585e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 177864 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33578 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 103414 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 5870 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76892 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235872.000000 Penalty: 16169.891602
Iteration 336Q: 28 clusters Score -2.323587e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 177772 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33576 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31928 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103415 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76894 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235874.000000 Penalty: 16169.891602
Iteration 337Q: 28 clusters Score -2.323587e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 177687 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33574 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103413 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76896 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235900.000000 Penalty: 16169.891602
Iteration 338Q: 28 clusters Score -2.32359e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 177625 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33569 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103417 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76881 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 16169.891602
Iteration 339Q: 28 clusters Score -2.323589e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 177579 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33568 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31940 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103420 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76874 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235860.000000 Penalty: 16169.891602
Iteration 340F: 28 clusters Score -2.323586e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60406 members 
Mstep: Class 2 contains 177534 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33570 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103418 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76860 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235848.000000 Penalty: 16169.891602
Iteration 341Q: 28 clusters Score -2.323585e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 177484 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33568 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31937 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103415 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76837 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 16169.891602
Iteration 342Q: 28 clusters Score -2.323589e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 177449 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 33562 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103410 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76816 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235904.000000 Penalty: 16169.891602
Iteration 343Q: 28 clusters Score -2.32359e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 177408 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33559 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31944 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 103410 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76797 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235858.000000 Penalty: 16169.891602
Iteration 344Q: 28 clusters Score -2.323586e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 177364 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33555 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31944 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103417 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76785 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235852.000000 Penalty: 16169.891602
Iteration 345Q: 28 clusters Score -2.323585e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60674 members 
Mstep: Class 2 contains 177323 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33550 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103422 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76772 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 16169.891602
Iteration 346Q: 28 clusters Score -2.32359e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 177283 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33541 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103425 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76756 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235874.000000 Penalty: 16169.891602
Iteration 347Q: 28 clusters Score -2.323587e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 177248 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33536 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31948 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103421 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76738 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235854.000000 Penalty: 16169.891602
Iteration 348Q: 28 clusters Score -2.323585e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 177221 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33527 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103419 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76723 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235888.000000 Penalty: 16169.891602
Iteration 349Q: 28 clusters Score -2.323589e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 177202 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33520 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31945 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103406 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76702 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235888.000000 Penalty: 16169.891602
Iteration 350Q: 28 clusters Score -2.323589e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 177179 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33516 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103399 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76680 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235886.000000 Penalty: 16169.891602
Iteration 351Q: 28 clusters Score -2.323589e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 177130 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33513 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103400 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76663 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235862.000000 Penalty: 16169.891602
Iteration 352Q: 28 clusters Score -2.323586e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 177088 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33507 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 103400 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76653 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235854.000000 Penalty: 16169.891602
Iteration 353Q: 28 clusters Score -2.323585e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 177037 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33494 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31949 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 103401 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76638 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235846.000000 Penalty: 16169.891602
Iteration 354Q: 28 clusters Score -2.323585e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 177000 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33481 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31952 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 103405 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6022 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76620 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235804.000000 Penalty: 16169.891602
Iteration 355Q: 28 clusters Score -2.32358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 176961 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33469 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31956 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103407 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76603 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235810.000000 Penalty: 16169.891602
Iteration 356Q: 28 clusters Score -2.323581e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 176924 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33456 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31959 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103403 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76592 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235838.000000 Penalty: 16169.891602
Iteration 357Q: 28 clusters Score -2.323584e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 176885 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33441 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103404 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76580 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235814.000000 Penalty: 16169.891602
Iteration 358Q: 28 clusters Score -2.323581e+07 nChanged 90
Entering ConstructFrom: 
Score: -23235814.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (61400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Entering Unmasked Estep 
Score: -2876553.500000 Penalty: 501.645020
	Iteration 0F: 2 clusters Score -2876554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -2835320.000000 Penalty: 1003.290039
	Iteration 0F: 3 clusters Score -2835320 nChanged 29772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -2855207.000000 Penalty: 1003.290039
	Iteration 1F: 3 clusters Score -2855207 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -2858235.500000 Penalty: 1003.290039
	Iteration 2F: 3 clusters Score -2858236 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -2862972.250000 Penalty: 1003.290039
	Iteration 3F: 3 clusters Score -2862972 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -2868904.250000 Penalty: 1003.290039
	Iteration 4F: 3 clusters Score -2868904 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -2873525.250000 Penalty: 1003.290039
	Iteration 5F: 3 clusters Score -2873525 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -2875480.500000 Penalty: 1003.290039
	Iteration 6Q: 3 clusters Score -2875480 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -2875973.500000 Penalty: 1003.290039
	Iteration 7Q: 3 clusters Score -2875974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -2876049.750000 Penalty: 1003.290039
	Iteration 8Q: 3 clusters Score -2876050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -2876088.500000 Penalty: 1003.290039
	Iteration 9Q: 3 clusters Score -2876088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -2876113.000000 Penalty: 1003.290039
	Iteration 10Q: 3 clusters Score -2876113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -2876118.500000 Penalty: 1003.290039
	Iteration 11Q: 3 clusters Score -2876118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -2876120.500000 Penalty: 1003.290039
	Iteration 12Q: 3 clusters Score -2876120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -2876120.500000 Penalty: 1003.290039
	Iteration 13F: 3 clusters Score -2876120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Entering Unmasked Estep 
Score: -8150394.500000 Penalty: 549.774963
	Iteration 0F: 2 clusters Score -8150394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -8037286.500000 Penalty: 1099.549927
	Iteration 0F: 3 clusters Score -8037286 nChanged 86710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -8092551.000000 Penalty: 1099.549927
	Iteration 1F: 3 clusters Score -8092551 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -8096849.000000 Penalty: 1099.549927
	Iteration 2F: 3 clusters Score -8096849 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -8103863.000000 Penalty: 1099.549927
	Iteration 3F: 3 clusters Score -8103863 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -8113655.000000 Penalty: 1099.549927
	Iteration 4F: 3 clusters Score -8113655 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -8122540.500000 Penalty: 1099.549927
	Iteration 5F: 3 clusters Score -8122540 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -8126947.500000 Penalty: 1099.549927
	Iteration 6F: 3 clusters Score -8126948 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -8128366.000000 Penalty: 1099.549927
	Iteration 7Q: 3 clusters Score -8128366 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -8129185.500000 Penalty: 1099.549927
	Iteration 8Q: 3 clusters Score -8129186 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -8129876.500000 Penalty: 1099.549927
	Iteration 9Q: 3 clusters Score -8129876 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -8130744.000000 Penalty: 1099.549927
	Iteration 10Q: 3 clusters Score -8130744 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -8131616.000000 Penalty: 1099.549927
	Iteration 11Q: 3 clusters Score -8131616 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8132577.000000 Penalty: 1099.549927
	Iteration 12Q: 3 clusters Score -8132577 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8133534.500000 Penalty: 1099.549927
	Iteration 13Q: 3 clusters Score -8133534 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -8134653.500000 Penalty: 1099.549927
	Iteration 14Q: 3 clusters Score -8134654 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -8136163.000000 Penalty: 1099.549927
	Iteration 15Q: 3 clusters Score -8136163 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -8137846.500000 Penalty: 1099.549927
	Iteration 16Q: 3 clusters Score -8137846 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -8139952.000000 Penalty: 1099.549927
	Iteration 17Q: 3 clusters Score -8139952 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -8142143.500000 Penalty: 1099.549927
	Iteration 18Q: 3 clusters Score -8142144 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -8144205.500000 Penalty: 1099.549927
	Iteration 19Q: 3 clusters Score -8144206 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -8146277.000000 Penalty: 1099.549927
	Iteration 20F: 3 clusters Score -8146277 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168431 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8148028.000000 Penalty: 1099.549927
	Iteration 21Q: 3 clusters Score -8148028 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172359 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8149046.000000 Penalty: 1099.549927
	Iteration 22Q: 3 clusters Score -8149046 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8149740.500000 Penalty: 1099.549927
	Iteration 23Q: 3 clusters Score -8149740 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176377 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8149866.000000 Penalty: 1099.549927
	Iteration 24Q: 3 clusters Score -8149866 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8149939.000000 Penalty: 1099.549927
	Iteration 25Q: 3 clusters Score -8149939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8149939.000000 Penalty: 1099.549927
	Iteration 26Q: 3 clusters Score -8149939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176794 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8149933.500000 Penalty: 1099.549927
	Iteration 27Q: 3 clusters Score -8149934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176798 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -8149930.000000 Penalty: 1099.549927
	Iteration 28Q: 3 clusters Score -8149930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176799 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -8149936.000000 Penalty: 1099.549927
	Iteration 29Q: 3 clusters Score -8149936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8149945.000000 Penalty: 1099.549927
	Iteration 30Q: 3 clusters Score -8149945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8149952.000000 Penalty: 1099.549927
	Iteration 31Q: 3 clusters Score -8149952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8149960.000000 Penalty: 1099.549927
	Iteration 32Q: 3 clusters Score -8149960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8149960.000000 Penalty: 1099.549927
	Iteration 33F: 3 clusters Score -8149960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -77884.984375 Penalty: 336.028015
	Iteration 0F: 2 clusters Score -77884.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -76674.867188 Penalty: 672.056030
	Iteration 0F: 3 clusters Score -76674.87 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -77050.507812 Penalty: 672.056030
	Iteration 1F: 3 clusters Score -77050.51 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -77139.312500 Penalty: 672.056030
	Iteration 2F: 3 clusters Score -77139.31 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77197.359375 Penalty: 672.056030
	Iteration 3F: 3 clusters Score -77197.36 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77257.656250 Penalty: 672.056030
	Iteration 4F: 3 clusters Score -77257.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77319.781250 Penalty: 672.056030
	Iteration 5F: 3 clusters Score -77319.78 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77372.406250 Penalty: 672.056030
	Iteration 6F: 3 clusters Score -77372.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77410.312500 Penalty: 672.056030
	Iteration 7Q: 3 clusters Score -77410.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77438.140625 Penalty: 672.056030
	Iteration 8Q: 3 clusters Score -77438.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77468.281250 Penalty: 672.056030
	Iteration 9Q: 3 clusters Score -77468.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77495.921875 Penalty: 672.056030
	Iteration 10Q: 3 clusters Score -77495.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77510.914062 Penalty: 672.056030
	Iteration 11Q: 3 clusters Score -77510.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -77522.289062 Penalty: 672.056030
	Iteration 12Q: 3 clusters Score -77522.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77530.656250 Penalty: 672.056030
	Iteration 13Q: 3 clusters Score -77530.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77539.234375 Penalty: 672.056030
	Iteration 14Q: 3 clusters Score -77539.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77548.046875 Penalty: 672.056030
	Iteration 15Q: 3 clusters Score -77548.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77559.734375 Penalty: 672.056030
	Iteration 16Q: 3 clusters Score -77559.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77565.695312 Penalty: 672.056030
	Iteration 17Q: 3 clusters Score -77565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77573.101562 Penalty: 672.056030
	Iteration 18Q: 3 clusters Score -77573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77578.203125 Penalty: 672.056030
	Iteration 19Q: 3 clusters Score -77578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -77580.867188 Penalty: 672.056030
	Iteration 20F: 3 clusters Score -77580.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -77582.578125 Penalty: 672.056030
	Iteration 21Q: 3 clusters Score -77582.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -77584.765625 Penalty: 672.056030
	Iteration 22Q: 3 clusters Score -77584.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77586.656250 Penalty: 672.056030
	Iteration 23Q: 3 clusters Score -77586.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77588.703125 Penalty: 672.056030
	Iteration 24Q: 3 clusters Score -77588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -77590.148438 Penalty: 672.056030
	Iteration 25Q: 3 clusters Score -77590.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77590.406250 Penalty: 672.056030
	Iteration 26Q: 3 clusters Score -77590.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77592.296875 Penalty: 672.056030
	Iteration 27Q: 3 clusters Score -77592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77594.335938 Penalty: 672.056030
	Iteration 28Q: 3 clusters Score -77594.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77595.664062 Penalty: 672.056030
	Iteration 29Q: 3 clusters Score -77595.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77597.062500 Penalty: 672.056030
	Iteration 30Q: 3 clusters Score -77597.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77597.062500 Penalty: 672.056030
	Iteration 31F: 3 clusters Score -77597.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Entering Unmasked Estep 
Score: -1605087.250000 Penalty: 473.987061
	Iteration 0F: 2 clusters Score -1605087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1582754.250000 Penalty: 947.974121
	Iteration 0F: 3 clusters Score -1582754 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1592340.500000 Penalty: 947.974121
	Iteration 1F: 3 clusters Score -1592340 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1593006.750000 Penalty: 947.974121
	Iteration 2Q: 3 clusters Score -1593007 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1593933.500000 Penalty: 947.974121
	Iteration 3Q: 3 clusters Score -1593934 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1595394.750000 Penalty: 947.974121
	Iteration 4F: 3 clusters Score -1595395 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1597165.875000 Penalty: 947.974121
	Iteration 5F: 3 clusters Score -1597166 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1598723.250000 Penalty: 947.974121
	Iteration 6F: 3 clusters Score -1598723 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1599437.750000 Penalty: 947.974121
	Iteration 7Q: 3 clusters Score -1599438 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1599729.625000 Penalty: 947.974121
	Iteration 8Q: 3 clusters Score -1599730 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1599890.500000 Penalty: 947.974121
	Iteration 9Q: 3 clusters Score -1599890 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1600034.000000 Penalty: 947.974121
	Iteration 10Q: 3 clusters Score -1600034 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1600147.500000 Penalty: 947.974121
	Iteration 11Q: 3 clusters Score -1600148 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -1600253.875000 Penalty: 947.974121
	Iteration 12Q: 3 clusters Score -1600254 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1600375.625000 Penalty: 947.974121
	Iteration 13Q: 3 clusters Score -1600376 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -1600490.000000 Penalty: 947.974121
	Iteration 14Q: 3 clusters Score -1600490 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1600611.250000 Penalty: 947.974121
	Iteration 15Q: 3 clusters Score -1600611 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1600747.875000 Penalty: 947.974121
	Iteration 16Q: 3 clusters Score -1600748 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -1600887.625000 Penalty: 947.974121
	Iteration 17Q: 3 clusters Score -1600888 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -1601024.125000 Penalty: 947.974121
	Iteration 18Q: 3 clusters Score -1601024 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -1601174.000000 Penalty: 947.974121
	Iteration 19Q: 3 clusters Score -1601174 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -1601332.375000 Penalty: 947.974121
	Iteration 20F: 3 clusters Score -1601332 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -1601516.250000 Penalty: 947.974121
	Iteration 21Q: 3 clusters Score -1601516 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -1601694.000000 Penalty: 947.974121
	Iteration 22Q: 3 clusters Score -1601694 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -1601863.625000 Penalty: 947.974121
	Iteration 23Q: 3 clusters Score -1601864 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -1602036.625000 Penalty: 947.974121
	Iteration 24Q: 3 clusters Score -1602037 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -1602230.875000 Penalty: 947.974121
	Iteration 25Q: 3 clusters Score -1602231 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -1602442.375000 Penalty: 947.974121
	Iteration 26Q: 3 clusters Score -1602442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -1602666.125000 Penalty: 947.974121
	Iteration 27Q: 3 clusters Score -1602666 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1602886.250000 Penalty: 947.974121
	Iteration 28Q: 3 clusters Score -1602886 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1603086.250000 Penalty: 947.974121
	Iteration 29Q: 3 clusters Score -1603086 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -1603273.125000 Penalty: 947.974121
	Iteration 30Q: 3 clusters Score -1603273 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -1603427.000000 Penalty: 947.974121
	Iteration 31Q: 3 clusters Score -1603427 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -1603559.750000 Penalty: 947.974121
	Iteration 32Q: 3 clusters Score -1603560 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -1603663.375000 Penalty: 947.974121
	Iteration 33Q: 3 clusters Score -1603663 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -1603727.000000 Penalty: 947.974121
	Iteration 34Q: 3 clusters Score -1603727 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1603770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1603804.500000 Penalty: 947.974121
	Iteration 36Q: 3 clusters Score -1603804 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -1603838.750000 Penalty: 947.974121
	Iteration 37Q: 3 clusters Score -1603839 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1603868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -1603896.000000 Penalty: 947.974121
	Iteration 39Q: 3 clusters Score -1603896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -1603908.000000 Penalty: 947.974121
	Iteration 40F: 3 clusters Score -1603908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -1603923.875000 Penalty: 947.974121
	Iteration 41Q: 3 clusters Score -1603924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1603937.375000 Penalty: 947.974121
	Iteration 42Q: 3 clusters Score -1603937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -1603944.875000 Penalty: 947.974121
	Iteration 43Q: 3 clusters Score -1603945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1603956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -1603958.625000 Penalty: 947.974121
	Iteration 45Q: 3 clusters Score -1603959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -1603965.375000 Penalty: 947.974121
	Iteration 46Q: 3 clusters Score -1603965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -1603973.250000 Penalty: 947.974121
	Iteration 47Q: 3 clusters Score -1603973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1603983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1603987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -1603991.625000 Penalty: 947.974121
	Iteration 50Q: 3 clusters Score -1603992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1604000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -1604003.000000 Penalty: 947.974121
	Iteration 52Q: 3 clusters Score -1604003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -1604002.000000 Penalty: 947.974121
	Iteration 53Q: 3 clusters Score -1604002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1604006.250000 Penalty: 947.974121
	Iteration 54Q: 3 clusters Score -1604006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -1604011.875000 Penalty: 947.974121
	Iteration 55Q: 3 clusters Score -1604012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -1604019.375000 Penalty: 947.974121
	Iteration 56Q: 3 clusters Score -1604019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1604027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1604036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -1604043.500000 Penalty: 947.974121
	Iteration 59Q: 3 clusters Score -1604044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -1604059.625000 Penalty: 947.974121
	Iteration 60F: 3 clusters Score -1604060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1604074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1604085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -1604101.375000 Penalty: 947.974121
	Iteration 63Q: 3 clusters Score -1604101 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -1604112.000000 Penalty: 947.974121
	Iteration 64Q: 3 clusters Score -1604112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -1604124.000000 Penalty: 947.974121
	Iteration 65Q: 3 clusters Score -1604124 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -1604144.375000 Penalty: 947.974121
	Iteration 66Q: 3 clusters Score -1604144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1604143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -1604148.000000 Penalty: 947.974121
	Iteration 68Q: 3 clusters Score -1604148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -1604156.000000 Penalty: 947.974121
	Iteration 69Q: 3 clusters Score -1604156 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -1604159.375000 Penalty: 947.974121
	Iteration 70Q: 3 clusters Score -1604159 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1604170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -1604182.500000 Penalty: 947.974121
	Iteration 72Q: 3 clusters Score -1604182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -1604189.250000 Penalty: 947.974121
	Iteration 73Q: 3 clusters Score -1604189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1604197.875000 Penalty: 947.974121
	Iteration 74Q: 3 clusters Score -1604198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -1604204.125000 Penalty: 947.974121
	Iteration 75Q: 3 clusters Score -1604204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -1604215.125000 Penalty: 947.974121
	Iteration 76Q: 3 clusters Score -1604215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -1604224.000000 Penalty: 947.974121
	Iteration 77Q: 3 clusters Score -1604224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -1604228.750000 Penalty: 947.974121
	Iteration 78Q: 3 clusters Score -1604229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -1604232.875000 Penalty: 947.974121
	Iteration 79Q: 3 clusters Score -1604233 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -1604238.250000 Penalty: 947.974121
	Iteration 80F: 3 clusters Score -1604238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -1604245.125000 Penalty: 947.974121
	Iteration 81Q: 3 clusters Score -1604245 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1604245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -1604244.625000 Penalty: 947.974121
	Iteration 83Q: 3 clusters Score -1604245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -1604249.625000 Penalty: 947.974121
	Iteration 84Q: 3 clusters Score -1604250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -1604255.125000 Penalty: 947.974121
	Iteration 85Q: 3 clusters Score -1604255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -1604256.125000 Penalty: 947.974121
	Iteration 86Q: 3 clusters Score -1604256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -1604259.000000 Penalty: 947.974121
	Iteration 87Q: 3 clusters Score -1604259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -1604262.375000 Penalty: 947.974121
	Iteration 88Q: 3 clusters Score -1604262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -1604268.125000 Penalty: 947.974121
	Iteration 89Q: 3 clusters Score -1604268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -1604272.750000 Penalty: 947.974121
	Iteration 90Q: 3 clusters Score -1604273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -1604275.875000 Penalty: 947.974121
	Iteration 91Q: 3 clusters Score -1604276 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -1604274.875000 Penalty: 947.974121
	Iteration 92Q: 3 clusters Score -1604275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -1604281.625000 Penalty: 947.974121
	Iteration 93Q: 3 clusters Score -1604282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -1604285.500000 Penalty: 947.974121
	Iteration 94Q: 3 clusters Score -1604286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -1604289.125000 Penalty: 947.974121
	Iteration 95Q: 3 clusters Score -1604289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -1604297.375000 Penalty: 947.974121
	Iteration 96Q: 3 clusters Score -1604297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -1604295.875000 Penalty: 947.974121
	Iteration 97Q: 3 clusters Score -1604296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -1604304.000000 Penalty: 947.974121
	Iteration 98Q: 3 clusters Score -1604304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -1604304.750000 Penalty: 947.974121
	Iteration 99Q: 3 clusters Score -1604305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -1604308.750000 Penalty: 947.974121
	Iteration 100F: 3 clusters Score -1604309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -1604311.250000 Penalty: 947.974121
	Iteration 101Q: 3 clusters Score -1604311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -1604312.125000 Penalty: 947.974121
	Iteration 102Q: 3 clusters Score -1604312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -1604323.250000 Penalty: 947.974121
	Iteration 103Q: 3 clusters Score -1604323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -1604324.125000 Penalty: 947.974121
	Iteration 104Q: 3 clusters Score -1604324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -1604328.125000 Penalty: 947.974121
	Iteration 105Q: 3 clusters Score -1604328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -1604333.750000 Penalty: 947.974121
	Iteration 106Q: 3 clusters Score -1604334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -1604337.125000 Penalty: 947.974121
	Iteration 107Q: 3 clusters Score -1604337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -1604343.375000 Penalty: 947.974121
	Iteration 108Q: 3 clusters Score -1604343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -1604345.750000 Penalty: 947.974121
	Iteration 109Q: 3 clusters Score -1604346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1604352.625000 Penalty: 947.974121
	Iteration 110Q: 3 clusters Score -1604353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -1604352.625000 Penalty: 947.974121
	Iteration 111Q: 3 clusters Score -1604353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -1604357.000000 Penalty: 947.974121
	Iteration 112Q: 3 clusters Score -1604357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -1604365.750000 Penalty: 947.974121
	Iteration 113Q: 3 clusters Score -1604366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -1604374.875000 Penalty: 947.974121
	Iteration 114Q: 3 clusters Score -1604375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -1604378.125000 Penalty: 947.974121
	Iteration 115Q: 3 clusters Score -1604378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -1604378.750000 Penalty: 947.974121
	Iteration 116Q: 3 clusters Score -1604379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -1604380.500000 Penalty: 947.974121
	Iteration 117Q: 3 clusters Score -1604380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -1604382.875000 Penalty: 947.974121
	Iteration 118Q: 3 clusters Score -1604383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1604386.875000 Penalty: 947.974121
	Iteration 119Q: 3 clusters Score -1604387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -1604389.750000 Penalty: 947.974121
	Iteration 120F: 3 clusters Score -1604390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -1604387.125000 Penalty: 947.974121
	Iteration 121Q: 3 clusters Score -1604387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -1604386.500000 Penalty: 947.974121
	Iteration 122Q: 3 clusters Score -1604386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -1604391.125000 Penalty: 947.974121
	Iteration 123Q: 3 clusters Score -1604391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -1604389.500000 Penalty: 947.974121
	Iteration 124Q: 3 clusters Score -1604390 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1604393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1604393 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1604394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1604396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1604397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1604396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1604397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1604396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1604396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1604394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1604394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1604392 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1604392 nChanged 9
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Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1604392 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1604394 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1604393 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1604393 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1604391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1604391 nChanged 6
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Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1604396 nChanged 5
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Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1604397 nChanged 5
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Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1604399 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1604400 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1604398 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1604397 nChanged 7
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Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31877 members 
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	Iteration 150Q: 3 clusters Score -1604400 nChanged 6
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Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1604398 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1604400 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1604399 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 31905 members 
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	Iteration 154Q: 3 clusters Score -1604401 nChanged 7
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Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31912 members 
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	Iteration 155Q: 3 clusters Score -1604402 nChanged 12
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Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1604403 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31937 members 
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	Iteration 157Q: 3 clusters Score -1604403 nChanged 14
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Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31951 members 
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	Iteration 158Q: 3 clusters Score -1604406 nChanged 21
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Mstep: Class 1 contains 1461 members 
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	Iteration 159Q: 3 clusters Score -1604412 nChanged 24
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Mstep: Class 1 contains 1437 members 
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	Iteration 160F: 3 clusters Score -1604418 nChanged 18
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Mstep: Class 1 contains 1421 members 
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	Iteration 161Q: 3 clusters Score -1604418 nChanged 16
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Mstep: Class 1 contains 1405 members 
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	Iteration 162Q: 3 clusters Score -1604422 nChanged 14
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Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 32042 members 
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	Iteration 163Q: 3 clusters Score -1604423 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32057 members 
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	Iteration 164Q: 3 clusters Score -1604428 nChanged 13
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32070 members 
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	Iteration 165Q: 3 clusters Score -1604433 nChanged 15
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Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32085 members 
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	Iteration 166Q: 3 clusters Score -1604434 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 32103 members 
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	Iteration 167Q: 3 clusters Score -1604431 nChanged 8
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32111 members 
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	Iteration 168Q: 3 clusters Score -1604430 nChanged 7
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Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32118 members 
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	Iteration 169Q: 3 clusters Score -1604431 nChanged 8
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 32126 members 
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	Iteration 170Q: 3 clusters Score -1604431 nChanged 4
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Mstep: Class 1 contains 1303 members 
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	Iteration 171Q: 3 clusters Score -1604433 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 32135 members 
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	Iteration 172Q: 3 clusters Score -1604429 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32138 members 
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	Iteration 173Q: 3 clusters Score -1604430 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1604431 nChanged 7
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Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32149 members 
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	Iteration 175Q: 3 clusters Score -1604431 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32155 members 
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	Iteration 176Q: 3 clusters Score -1604434 nChanged 10
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32165 members 
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	Iteration 177Q: 3 clusters Score -1604437 nChanged 11
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32176 members 
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	Iteration 178Q: 3 clusters Score -1604440 nChanged 14
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Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32190 members 
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	Iteration 179Q: 3 clusters Score -1604444 nChanged 16
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32206 members 
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	Iteration 180F: 3 clusters Score -1604444 nChanged 19
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 32225 members 
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	Iteration 181Q: 3 clusters Score -1604450 nChanged 26
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Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1604450 nChanged 22
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Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32271 members 
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	Iteration 183Q: 3 clusters Score -1604451 nChanged 21
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Mstep: Class 1 contains 1141 members 
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	Iteration 184Q: 3 clusters Score -1604455 nChanged 25
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Mstep: Class 1 contains 1118 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1604461 nChanged 18
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Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1604464 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1604467 nChanged 11
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Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1604469 nChanged 5
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Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32353 members 
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	Iteration 189Q: 3 clusters Score -1604468 nChanged 6
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Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32359 members 
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	Iteration 190Q: 3 clusters Score -1604467 nChanged 6
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Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1604468 nChanged 9
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Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1604469 nChanged 5
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32375 members 
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	Iteration 193Q: 3 clusters Score -1604469 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32381 members 
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	Iteration 194Q: 3 clusters Score -1604468 nChanged 5
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Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1604468 nChanged 5
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Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1604469 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1604470 nChanged 11
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 32408 members 
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	Iteration 198Q: 3 clusters Score -1604471 nChanged 8
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Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1604474 nChanged 11
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32427 members 
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Score: -1604472.000000 Penalty: 947.974121
	Iteration 200F: 3 clusters Score -1604472 nChanged 8
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1604474 nChanged 15
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1604478 nChanged 16
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Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 32466 members 
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	Iteration 203Q: 3 clusters Score -1604483 nChanged 16
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Mstep: Class 1 contains 951 members 
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	Iteration 204Q: 3 clusters Score -1604486 nChanged 25
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Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32507 members 
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	Iteration 205Q: 3 clusters Score -1604492 nChanged 25
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Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1604496 nChanged 22
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Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1604498 nChanged 9
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Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1604501 nChanged 5
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Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1604500 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1604499 nChanged 5
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Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1604500 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1604501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -1604503.750000 Penalty: 947.974121
	Iteration 213Q: 3 clusters Score -1604504 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1604501 nChanged 7
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Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1604503 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -1604505.000000 Penalty: 947.974121
	Iteration 216Q: 3 clusters Score -1604505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -1604507.000000 Penalty: 947.974121
	Iteration 217Q: 3 clusters Score -1604507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -1604516.875000 Penalty: 947.974121
	Iteration 218Q: 3 clusters Score -1604517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -1604518.750000 Penalty: 947.974121
	Iteration 219Q: 3 clusters Score -1604519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -1604526.625000 Penalty: 947.974121
	Iteration 220F: 3 clusters Score -1604527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -1604533.750000 Penalty: 947.974121
	Iteration 221Q: 3 clusters Score -1604534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -1604538.125000 Penalty: 947.974121
	Iteration 222Q: 3 clusters Score -1604538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -1604539.250000 Penalty: 947.974121
	Iteration 223Q: 3 clusters Score -1604539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -1604539.500000 Penalty: 947.974121
	Iteration 224Q: 3 clusters Score -1604540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -1604538.375000 Penalty: 947.974121
	Iteration 225Q: 3 clusters Score -1604538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -1604539.750000 Penalty: 947.974121
	Iteration 226Q: 3 clusters Score -1604540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -1604541.000000 Penalty: 947.974121
	Iteration 227Q: 3 clusters Score -1604541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -1604539.625000 Penalty: 947.974121
	Iteration 228Q: 3 clusters Score -1604540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -1604538.375000 Penalty: 947.974121
	Iteration 229Q: 3 clusters Score -1604538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -1604541.625000 Penalty: 947.974121
	Iteration 230Q: 3 clusters Score -1604542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -1604541.125000 Penalty: 947.974121
	Iteration 231Q: 3 clusters Score -1604541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -1604541.625000 Penalty: 947.974121
	Iteration 232Q: 3 clusters Score -1604542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -1604542.750000 Penalty: 947.974121
	Iteration 233Q: 3 clusters Score -1604543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -1604541.875000 Penalty: 947.974121
	Iteration 234Q: 3 clusters Score -1604542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -1604545.000000 Penalty: 947.974121
	Iteration 235Q: 3 clusters Score -1604545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -1604549.750000 Penalty: 947.974121
	Iteration 236Q: 3 clusters Score -1604550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -1604554.000000 Penalty: 947.974121
	Iteration 237Q: 3 clusters Score -1604554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -1604557.875000 Penalty: 947.974121
	Iteration 238Q: 3 clusters Score -1604558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -1604566.500000 Penalty: 947.974121
	Iteration 239Q: 3 clusters Score -1604566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -1604572.875000 Penalty: 947.974121
	Iteration 240F: 3 clusters Score -1604573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -1604580.000000 Penalty: 947.974121
	Iteration 241Q: 3 clusters Score -1604580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -1604585.500000 Penalty: 947.974121
	Iteration 242Q: 3 clusters Score -1604586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -1604590.125000 Penalty: 947.974121
	Iteration 243Q: 3 clusters Score -1604590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -1604592.875000 Penalty: 947.974121
	Iteration 244Q: 3 clusters Score -1604593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -1604594.125000 Penalty: 947.974121
	Iteration 245Q: 3 clusters Score -1604594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -1604597.625000 Penalty: 947.974121
	Iteration 246Q: 3 clusters Score -1604598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -1604601.500000 Penalty: 947.974121
	Iteration 247Q: 3 clusters Score -1604602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -1604604.250000 Penalty: 947.974121
	Iteration 248Q: 3 clusters Score -1604604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -1604603.500000 Penalty: 947.974121
	Iteration 249Q: 3 clusters Score -1604604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -1604605.000000 Penalty: 947.974121
	Iteration 250Q: 3 clusters Score -1604605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -1604607.250000 Penalty: 947.974121
	Iteration 251Q: 3 clusters Score -1604607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -1604611.250000 Penalty: 947.974121
	Iteration 252Q: 3 clusters Score -1604611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -1604613.000000 Penalty: 947.974121
	Iteration 253Q: 3 clusters Score -1604613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -1604613.875000 Penalty: 947.974121
	Iteration 254Q: 3 clusters Score -1604614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -1604615.000000 Penalty: 947.974121
	Iteration 255Q: 3 clusters Score -1604615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -1604616.500000 Penalty: 947.974121
	Iteration 256Q: 3 clusters Score -1604616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -1604618.375000 Penalty: 947.974121
	Iteration 257Q: 3 clusters Score -1604618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -1604618.000000 Penalty: 947.974121
	Iteration 258Q: 3 clusters Score -1604618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -1604621.250000 Penalty: 947.974121
	Iteration 259Q: 3 clusters Score -1604621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -1604621.500000 Penalty: 947.974121
	Iteration 260F: 3 clusters Score -1604622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -1604623.000000 Penalty: 947.974121
	Iteration 261Q: 3 clusters Score -1604623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -1604623.500000 Penalty: 947.974121
	Iteration 262Q: 3 clusters Score -1604624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -1604623.875000 Penalty: 947.974121
	Iteration 263Q: 3 clusters Score -1604624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -1604625.250000 Penalty: 947.974121
	Iteration 264Q: 3 clusters Score -1604625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -1604625.750000 Penalty: 947.974121
	Iteration 265Q: 3 clusters Score -1604626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -1604627.625000 Penalty: 947.974121
	Iteration 266Q: 3 clusters Score -1604628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -1604625.500000 Penalty: 947.974121
	Iteration 267Q: 3 clusters Score -1604626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -1604625.125000 Penalty: 947.974121
	Iteration 268Q: 3 clusters Score -1604625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -1604625.500000 Penalty: 947.974121
	Iteration 269Q: 3 clusters Score -1604626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -1604626.500000 Penalty: 947.974121
	Iteration 270Q: 3 clusters Score -1604626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -1604627.375000 Penalty: 947.974121
	Iteration 271Q: 3 clusters Score -1604627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -1604625.625000 Penalty: 947.974121
	Iteration 272Q: 3 clusters Score -1604626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -1604628.000000 Penalty: 947.974121
	Iteration 273Q: 3 clusters Score -1604628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -1604628.000000 Penalty: 947.974121
	Iteration 274F: 3 clusters Score -1604628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34957.371094 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34957.37 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35227.921875 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35227.92 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35316.578125 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35316.58 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35406.097656 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35406.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35447.417969 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35447.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35490.460938 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -35490.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35520.851562 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -35520.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35554.910156 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -35554.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35579.027344 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35579.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35586.785156 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35586.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35590.066406 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35590.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35591.382812 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35591.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35592.046875 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -35592.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35592.937500 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -35592.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35594.589844 Penalty: 618.205444
	Iteration 14Q: 3 clusters Score -35594.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35595.710938 Penalty: 618.205444
	Iteration 15Q: 3 clusters Score -35595.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35596.113281 Penalty: 618.205444
	Iteration 16Q: 3 clusters Score -35596.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35596.261719 Penalty: 618.205444
	Iteration 17Q: 3 clusters Score -35596.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35596.261719 Penalty: 618.205444
	Iteration 18F: 3 clusters Score -35596.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -178004.765625 Penalty: 378.668945
	Iteration 0F: 2 clusters Score -178004.8 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 2105 members 
Entering Unmasked Estep 
Score: -175198.000000 Penalty: 757.337891
	Iteration 0F: 3 clusters Score -175198 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -176233.500000 Penalty: 757.337891
	Iteration 1F: 3 clusters Score -176233.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -176462.812500 Penalty: 757.337891
	Iteration 2F: 3 clusters Score -176462.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -176697.015625 Penalty: 757.337891
	Iteration 3F: 3 clusters Score -176697 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -176981.531250 Penalty: 757.337891
	Iteration 4F: 3 clusters Score -176981.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -177260.953125 Penalty: 757.337891
	Iteration 5F: 3 clusters Score -177261 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -177482.140625 Penalty: 757.337891
	Iteration 6F: 3 clusters Score -177482.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -177580.015625 Penalty: 757.337891
	Iteration 7Q: 3 clusters Score -177580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -177632.078125 Penalty: 757.337891
	Iteration 8Q: 3 clusters Score -177632.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -177654.906250 Penalty: 757.337891
	Iteration 9Q: 3 clusters Score -177654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -177664.359375 Penalty: 757.337891
	Iteration 10Q: 3 clusters Score -177664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -177671.781250 Penalty: 757.337891
	Iteration 11Q: 3 clusters Score -177671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -177678.765625 Penalty: 757.337891
	Iteration 12Q: 3 clusters Score -177678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -177681.875000 Penalty: 757.337891
	Iteration 13Q: 3 clusters Score -177681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -177688.171875 Penalty: 757.337891
	Iteration 14Q: 3 clusters Score -177688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -177692.140625 Penalty: 757.337891
	Iteration 15Q: 3 clusters Score -177692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -177692.281250 Penalty: 757.337891
	Iteration 16Q: 3 clusters Score -177692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -177693.156250 Penalty: 757.337891
	Iteration 17Q: 3 clusters Score -177693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -177693.156250 Penalty: 757.337891
	Iteration 18F: 3 clusters Score -177693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11544.178711 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11544.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11658.639648 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11658.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11705.345703 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11705.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11741.346680 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -11741.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11757.484375 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11757.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11767.833984 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11767.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11784.211914 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11784.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11801.060547 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -11801.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11811.367188 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -11811.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11824.921875 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -11824.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11873.255859 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -11873.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11977.310547 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -11977.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12043.679688 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -12043.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12046.730469 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -12046.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12052.064453 Penalty: 519.044189
	Iteration 14F: 3 clusters Score -12052.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12061.481445 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -12061.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12061.481445 Penalty: 519.044189
	Iteration 16F: 3 clusters Score -12061.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 176834 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33433 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 139 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103408 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76570 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 161 members 
Entering Unmasked Estep 
Score: -23235632.000000 Penalty: 16768.777344
Splitting cluster 7 changes total score from -23235814.000000 to -23235632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (31972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Entering Unmasked Estep 
Score: -1405671.125000 Penalty: 471.954010
	Iteration 0F: 2 clusters Score -1405671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1384200.875000 Penalty: 943.908020
	Iteration 0F: 3 clusters Score -1384201 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1393194.500000 Penalty: 943.908020
	Iteration 1F: 3 clusters Score -1393194 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1393858.500000 Penalty: 943.908020
	Iteration 2F: 3 clusters Score -1393858 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1394452.500000 Penalty: 943.908020
	Iteration 3F: 3 clusters Score -1394452 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1394973.625000 Penalty: 943.908020
	Iteration 4Q: 3 clusters Score -1394974 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1395414.000000 Penalty: 943.908020
	Iteration 5Q: 3 clusters Score -1395414 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1395901.375000 Penalty: 943.908020
	Iteration 6Q: 3 clusters Score -1395901 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1396503.375000 Penalty: 943.908020
	Iteration 7Q: 3 clusters Score -1396503 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1397155.125000 Penalty: 943.908020
	Iteration 8Q: 3 clusters Score -1397155 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1397694.125000 Penalty: 943.908020
	Iteration 9Q: 3 clusters Score -1397694 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1398195.000000 Penalty: 943.908020
	Iteration 10Q: 3 clusters Score -1398195 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1398679.375000 Penalty: 943.908020
	Iteration 11Q: 3 clusters Score -1398679 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1399199.125000 Penalty: 943.908020
	Iteration 12Q: 3 clusters Score -1399199 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1399816.250000 Penalty: 943.908020
	Iteration 13Q: 3 clusters Score -1399816 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1400444.750000 Penalty: 943.908020
	Iteration 14Q: 3 clusters Score -1400445 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -1401125.000000 Penalty: 943.908020
	Iteration 15Q: 3 clusters Score -1401125 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1401796.125000 Penalty: 943.908020
	Iteration 16Q: 3 clusters Score -1401796 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -1402400.375000 Penalty: 943.908020
	Iteration 17Q: 3 clusters Score -1402400 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -1402976.625000 Penalty: 943.908020
	Iteration 18Q: 3 clusters Score -1402977 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -1403564.500000 Penalty: 943.908020
	Iteration 19Q: 3 clusters Score -1403564 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -1404043.750000 Penalty: 943.908020
	Iteration 20F: 3 clusters Score -1404044 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1404425.625000 Penalty: 943.908020
	Iteration 21Q: 3 clusters Score -1404426 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -1404701.750000 Penalty: 943.908020
	Iteration 22Q: 3 clusters Score -1404702 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -1404907.500000 Penalty: 943.908020
	Iteration 23Q: 3 clusters Score -1404908 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -1405062.250000 Penalty: 943.908020
	Iteration 24Q: 3 clusters Score -1405062 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -1405177.625000 Penalty: 943.908020
	Iteration 25Q: 3 clusters Score -1405178 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -1405261.375000 Penalty: 943.908020
	Iteration 26Q: 3 clusters Score -1405261 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -1405315.875000 Penalty: 943.908020
	Iteration 27Q: 3 clusters Score -1405316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -1405351.875000 Penalty: 943.908020
	Iteration 28Q: 3 clusters Score -1405352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -1405381.125000 Penalty: 943.908020
	Iteration 29Q: 3 clusters Score -1405381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -1405393.625000 Penalty: 943.908020
	Iteration 30Q: 3 clusters Score -1405394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -1405404.875000 Penalty: 943.908020
	Iteration 31Q: 3 clusters Score -1405405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -1405415.375000 Penalty: 943.908020
	Iteration 32Q: 3 clusters Score -1405415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -1405420.125000 Penalty: 943.908020
	Iteration 33Q: 3 clusters Score -1405420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -1405430.375000 Penalty: 943.908020
	Iteration 34Q: 3 clusters Score -1405430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -1405438.000000 Penalty: 943.908020
	Iteration 35Q: 3 clusters Score -1405438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -1405446.750000 Penalty: 943.908020
	Iteration 36Q: 3 clusters Score -1405447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -1405450.000000 Penalty: 943.908020
	Iteration 37Q: 3 clusters Score -1405450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -1405451.500000 Penalty: 943.908020
	Iteration 38Q: 3 clusters Score -1405452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -1405455.125000 Penalty: 943.908020
	Iteration 39Q: 3 clusters Score -1405455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -1405456.625000 Penalty: 943.908020
	Iteration 40F: 3 clusters Score -1405457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -1405457.375000 Penalty: 943.908020
	Iteration 41Q: 3 clusters Score -1405457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -1405457.875000 Penalty: 943.908020
	Iteration 42Q: 3 clusters Score -1405458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1405458.750000 Penalty: 943.908020
	Iteration 43Q: 3 clusters Score -1405459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -1405459.875000 Penalty: 943.908020
	Iteration 44Q: 3 clusters Score -1405460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -1405459.875000 Penalty: 943.908020
	Iteration 45Q: 3 clusters Score -1405460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -1405460.750000 Penalty: 943.908020
	Iteration 46Q: 3 clusters Score -1405461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -1405461.375000 Penalty: 943.908020
	Iteration 47Q: 3 clusters Score -1405461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -1405461.375000 Penalty: 943.908020
	Iteration 48Q: 3 clusters Score -1405461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -1405461.625000 Penalty: 943.908020
	Iteration 49Q: 3 clusters Score -1405462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -1405461.625000 Penalty: 943.908020
	Iteration 50F: 3 clusters Score -1405462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -102289.320312 Penalty: 353.641083
	Iteration 0F: 2 clusters Score -102289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -100605.640625 Penalty: 707.282166
	Iteration 0F: 3 clusters Score -100605.6 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -101175.351562 Penalty: 707.282166
	Iteration 1F: 3 clusters Score -101175.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -101259.695312 Penalty: 707.282166
	Iteration 2F: 3 clusters Score -101259.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -101331.046875 Penalty: 707.282166
	Iteration 3F: 3 clusters Score -101331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -101393.531250 Penalty: 707.282166
	Iteration 4Q: 3 clusters Score -101393.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -101451.695312 Penalty: 707.282166
	Iteration 5Q: 3 clusters Score -101451.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -101495.750000 Penalty: 707.282166
	Iteration 6Q: 3 clusters Score -101495.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -101539.812500 Penalty: 707.282166
	Iteration 7Q: 3 clusters Score -101539.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -101583.539062 Penalty: 707.282166
	Iteration 8Q: 3 clusters Score -101583.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -101640.062500 Penalty: 707.282166
	Iteration 9Q: 3 clusters Score -101640.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -101678.640625 Penalty: 707.282166
	Iteration 10Q: 3 clusters Score -101678.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -101707.875000 Penalty: 707.282166
	Iteration 11Q: 3 clusters Score -101707.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -101725.234375 Penalty: 707.282166
	Iteration 12Q: 3 clusters Score -101725.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -101735.945312 Penalty: 707.282166
	Iteration 13Q: 3 clusters Score -101735.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -101739.914062 Penalty: 707.282166
	Iteration 14Q: 3 clusters Score -101739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -101744.515625 Penalty: 707.282166
	Iteration 15Q: 3 clusters Score -101744.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -101749.257812 Penalty: 707.282166
	Iteration 16Q: 3 clusters Score -101749.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -101756.054688 Penalty: 707.282166
	Iteration 17Q: 3 clusters Score -101756.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -101762.609375 Penalty: 707.282166
	Iteration 18Q: 3 clusters Score -101762.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -101767.882812 Penalty: 707.282166
	Iteration 19Q: 3 clusters Score -101767.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -101773.921875 Penalty: 707.282166
	Iteration 20F: 3 clusters Score -101773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -101777.031250 Penalty: 707.282166
	Iteration 21Q: 3 clusters Score -101777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -101779.593750 Penalty: 707.282166
	Iteration 22Q: 3 clusters Score -101779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -101782.531250 Penalty: 707.282166
	Iteration 23Q: 3 clusters Score -101782.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -101787.281250 Penalty: 707.282166
	Iteration 24Q: 3 clusters Score -101787.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -101790.765625 Penalty: 707.282166
	Iteration 25Q: 3 clusters Score -101790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -101793.804688 Penalty: 707.282166
	Iteration 26Q: 3 clusters Score -101793.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -101795.273438 Penalty: 707.282166
	Iteration 27Q: 3 clusters Score -101795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101796.156250 Penalty: 707.282166
	Iteration 28Q: 3 clusters Score -101796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101796.343750 Penalty: 707.282166
	Iteration 29Q: 3 clusters Score -101796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101796.921875 Penalty: 707.282166
	Iteration 30Q: 3 clusters Score -101796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -101797.781250 Penalty: 707.282166
	Iteration 31Q: 3 clusters Score -101797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -101798.406250 Penalty: 707.282166
	Iteration 32Q: 3 clusters Score -101798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -101798.406250 Penalty: 707.282166
	Iteration 33F: 3 clusters Score -101798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Entering Unmasked Estep 
Score: -4854178.000000 Penalty: 525.362915
	Iteration 0F: 2 clusters Score -4854178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -4785115.000000 Penalty: 1050.725830
	Iteration 0F: 3 clusters Score -4785115 nChanged 50301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -4815570.500000 Penalty: 1050.725830
	Iteration 1F: 3 clusters Score -4815570 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -4816968.000000 Penalty: 1050.725830
	Iteration 2Q: 3 clusters Score -4816968 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -4818736.000000 Penalty: 1050.725830
	Iteration 3Q: 3 clusters Score -4818736 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -4820861.500000 Penalty: 1050.725830
	Iteration 4Q: 3 clusters Score -4820862 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -4823310.000000 Penalty: 1050.725830
	Iteration 5F: 3 clusters Score -4823310 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -4826254.500000 Penalty: 1050.725830
	Iteration 6F: 3 clusters Score -4826254 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -4829989.500000 Penalty: 1050.725830
	Iteration 7F: 3 clusters Score -4829990 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -4833650.500000 Penalty: 1050.725830
	Iteration 8Q: 3 clusters Score -4833650 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -4835492.500000 Penalty: 1050.725830
	Iteration 9Q: 3 clusters Score -4835492 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -4836243.500000 Penalty: 1050.725830
	Iteration 10Q: 3 clusters Score -4836244 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -4836651.000000 Penalty: 1050.725830
	Iteration 11Q: 3 clusters Score -4836651 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -4837078.000000 Penalty: 1050.725830
	Iteration 12Q: 3 clusters Score -4837078 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -4837565.000000 Penalty: 1050.725830
	Iteration 13Q: 3 clusters Score -4837565 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -4838100.000000 Penalty: 1050.725830
	Iteration 14Q: 3 clusters Score -4838100 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -4838701.500000 Penalty: 1050.725830
	Iteration 15Q: 3 clusters Score -4838702 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -4839314.000000 Penalty: 1050.725830
	Iteration 16Q: 3 clusters Score -4839314 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -4840018.000000 Penalty: 1050.725830
	Iteration 17Q: 3 clusters Score -4840018 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -4840748.000000 Penalty: 1050.725830
	Iteration 18Q: 3 clusters Score -4840748 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -4841617.500000 Penalty: 1050.725830
	Iteration 19Q: 3 clusters Score -4841618 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -4842641.500000 Penalty: 1050.725830
	Iteration 20F: 3 clusters Score -4842642 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -4843742.500000 Penalty: 1050.725830
	Iteration 21Q: 3 clusters Score -4843742 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -4844896.500000 Penalty: 1050.725830
	Iteration 22Q: 3 clusters Score -4844896 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -4846097.000000 Penalty: 1050.725830
	Iteration 23Q: 3 clusters Score -4846097 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -4847286.000000 Penalty: 1050.725830
	Iteration 24Q: 3 clusters Score -4847286 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -4848464.000000 Penalty: 1050.725830
	Iteration 25Q: 3 clusters Score -4848464 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -4849575.500000 Penalty: 1050.725830
	Iteration 26Q: 3 clusters Score -4849576 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -4850586.500000 Penalty: 1050.725830
	Iteration 27Q: 3 clusters Score -4850586 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -4851430.500000 Penalty: 1050.725830
	Iteration 28Q: 3 clusters Score -4851430 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -4852091.000000 Penalty: 1050.725830
	Iteration 29Q: 3 clusters Score -4852091 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -4852583.500000 Penalty: 1050.725830
	Iteration 30Q: 3 clusters Score -4852584 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
Score: -4853012.500000 Penalty: 1050.725830
	Iteration 31Q: 3 clusters Score -4853012 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -4853323.000000 Penalty: 1050.725830
	Iteration 32Q: 3 clusters Score -4853323 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -4853491.000000 Penalty: 1050.725830
	Iteration 33Q: 3 clusters Score -4853491 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -4853586.000000 Penalty: 1050.725830
	Iteration 34Q: 3 clusters Score -4853586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -4853640.500000 Penalty: 1050.725830
	Iteration 35Q: 3 clusters Score -4853640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -4853681.500000 Penalty: 1050.725830
	Iteration 36Q: 3 clusters Score -4853682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -4853699.000000 Penalty: 1050.725830
	Iteration 37Q: 3 clusters Score -4853699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -4853713.500000 Penalty: 1050.725830
	Iteration 38Q: 3 clusters Score -4853714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103321 members 
Entering Unmasked Estep 
Score: -4853717.000000 Penalty: 1050.725830
	Iteration 39Q: 3 clusters Score -4853717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -4853722.500000 Penalty: 1050.725830
	Iteration 40F: 3 clusters Score -4853722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 103327 members 
Entering Unmasked Estep 
Score: -4853730.500000 Penalty: 1050.725830
	Iteration 41Q: 3 clusters Score -4853730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103329 members 
Entering Unmasked Estep 
Score: -4853735.500000 Penalty: 1050.725830
	Iteration 42Q: 3 clusters Score -4853736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -4853748.000000 Penalty: 1050.725830
	Iteration 43Q: 3 clusters Score -4853748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -4853751.500000 Penalty: 1050.725830
	Iteration 44Q: 3 clusters Score -4853752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -4853749.500000 Penalty: 1050.725830
	Iteration 45Q: 3 clusters Score -4853750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -4853749.500000 Penalty: 1050.725830
	Iteration 46F: 3 clusters Score -4853750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -64231.699219 Penalty: 330.032898
	Iteration 0F: 2 clusters Score -64231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63182.511719 Penalty: 660.065796
	Iteration 0F: 3 clusters Score -63182.51 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -63623.207031 Penalty: 660.065796
	Iteration 1F: 3 clusters Score -63623.21 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63716.957031 Penalty: 660.065796
	Iteration 2F: 3 clusters Score -63716.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -63779.027344 Penalty: 660.065796
	Iteration 3F: 3 clusters Score -63779.03 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -63824.179688 Penalty: 660.065796
	Iteration 4Q: 3 clusters Score -63824.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -63854.460938 Penalty: 660.065796
	Iteration 5Q: 3 clusters Score -63854.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -63871.328125 Penalty: 660.065796
	Iteration 6Q: 3 clusters Score -63871.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -63884.054688 Penalty: 660.065796
	Iteration 7Q: 3 clusters Score -63884.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -63895.191406 Penalty: 660.065796
	Iteration 8Q: 3 clusters Score -63895.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -63907.781250 Penalty: 660.065796
	Iteration 9Q: 3 clusters Score -63907.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -63913.414062 Penalty: 660.065796
	Iteration 10Q: 3 clusters Score -63913.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -63915.292969 Penalty: 660.065796
	Iteration 11Q: 3 clusters Score -63915.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -63916.621094 Penalty: 660.065796
	Iteration 12Q: 3 clusters Score -63916.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -63919.437500 Penalty: 660.065796
	Iteration 13Q: 3 clusters Score -63919.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -63922.511719 Penalty: 660.065796
	Iteration 14Q: 3 clusters Score -63922.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -63929.093750 Penalty: 660.065796
	Iteration 15Q: 3 clusters Score -63929.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -63939.023438 Penalty: 660.065796
	Iteration 16Q: 3 clusters Score -63939.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -63945.109375 Penalty: 660.065796
	Iteration 17Q: 3 clusters Score -63945.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -63947.921875 Penalty: 660.065796
	Iteration 18Q: 3 clusters Score -63947.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -63949.394531 Penalty: 660.065796
	Iteration 19Q: 3 clusters Score -63949.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -63950.164062 Penalty: 660.065796
	Iteration 20F: 3 clusters Score -63950.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -63950.414062 Penalty: 660.065796
	Iteration 21Q: 3 clusters Score -63950.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -63950.414062 Penalty: 660.065796
	Iteration 22F: 3 clusters Score -63950.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -39287.566406 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -39287.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -38512.492188 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -38512.49 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38731.578125 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -38731.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38797.328125 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -38797.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -38844.261719 Penalty: 624.224976
	Iteration 3F: 3 clusters Score -38844.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38910.769531 Penalty: 624.224976
	Iteration 4F: 3 clusters Score -38910.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38966.453125 Penalty: 624.224976
	Iteration 5F: 3 clusters Score -38966.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39021.980469 Penalty: 624.224976
	Iteration 6F: 3 clusters Score -39021.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39077.863281 Penalty: 624.224976
	Iteration 7F: 3 clusters Score -39077.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -39110.339844 Penalty: 624.224976
	Iteration 8Q: 3 clusters Score -39110.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39145.980469 Penalty: 624.224976
	Iteration 9Q: 3 clusters Score -39145.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -39178.792969 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -39178.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39197.902344 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -39197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39206.792969 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -39206.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39210.867188 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -39210.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39213.574219 Penalty: 624.224976
	Iteration 14Q: 3 clusters Score -39213.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39216.605469 Penalty: 624.224976
	Iteration 15Q: 3 clusters Score -39216.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39218.210938 Penalty: 624.224976
	Iteration 16Q: 3 clusters Score -39218.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39218.210938 Penalty: 624.224976
	Iteration 17F: 3 clusters Score -39218.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -9944.404297 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -9944.404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9630.980469 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -9630.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9750.738281 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -9750.738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9794.958984 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -9794.959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9830.567383 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -9830.567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9844.485352 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -9844.485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9853.099609 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -9853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9860.094727 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -9860.095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9862.263672 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -9862.264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9866.665039 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -9866.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9867.624023 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -9867.624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9867.624023 Penalty: 511.785614
	Iteration 10F: 3 clusters Score -9867.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6089.840820 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6089.841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6158.354004 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6158.354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6214.863281 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6214.863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6230.182129 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6230.182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6238.028320 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6238.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6247.032715 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6247.033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6260.378418 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6260.378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6268.436523 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6268.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6272.095703 Penalty: 454.129395
	Iteration 8Q: 3 clusters Score -6272.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6279.633789 Penalty: 454.129395
	Iteration 9Q: 3 clusters Score -6279.634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6279.633789 Penalty: 454.129395
	Iteration 10F: 3 clusters Score -6279.634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -176004.484375 Penalty: 372.446106
	Iteration 0F: 2 clusters Score -176004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -173527.062500 Penalty: 744.892212
	Iteration 0F: 3 clusters Score -173527.1 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -174417.906250 Penalty: 744.892212
	Iteration 1F: 3 clusters Score -174417.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -174540.062500 Penalty: 744.892212
	Iteration 2F: 3 clusters Score -174540.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174664.500000 Penalty: 744.892212
	Iteration 3F: 3 clusters Score -174664.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -174788.781250 Penalty: 744.892212
	Iteration 4F: 3 clusters Score -174788.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -174941.156250 Penalty: 744.892212
	Iteration 5F: 3 clusters Score -174941.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -175080.468750 Penalty: 744.892212
	Iteration 6Q: 3 clusters Score -175080.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -175220.640625 Penalty: 744.892212
	Iteration 7Q: 3 clusters Score -175220.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -175333.078125 Penalty: 744.892212
	Iteration 8Q: 3 clusters Score -175333.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175416.640625 Penalty: 744.892212
	Iteration 9Q: 3 clusters Score -175416.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -175466.468750 Penalty: 744.892212
	Iteration 10Q: 3 clusters Score -175466.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -175486.390625 Penalty: 744.892212
	Iteration 11Q: 3 clusters Score -175486.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175503.515625 Penalty: 744.892212
	Iteration 12Q: 3 clusters Score -175503.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -175518.140625 Penalty: 744.892212
	Iteration 13Q: 3 clusters Score -175518.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -175530.562500 Penalty: 744.892212
	Iteration 14Q: 3 clusters Score -175530.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -175540.093750 Penalty: 744.892212
	Iteration 15Q: 3 clusters Score -175540.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -175548.875000 Penalty: 744.892212
	Iteration 16Q: 3 clusters Score -175548.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -175556.078125 Penalty: 744.892212
	Iteration 17Q: 3 clusters Score -175556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -175564.312500 Penalty: 744.892212
	Iteration 18Q: 3 clusters Score -175564.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -175575.265625 Penalty: 744.892212
	Iteration 19Q: 3 clusters Score -175575.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -175589.578125 Penalty: 744.892212
	Iteration 20F: 3 clusters Score -175589.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -175602.250000 Penalty: 744.892212
	Iteration 21Q: 3 clusters Score -175602.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -175614.921875 Penalty: 744.892212
	Iteration 22Q: 3 clusters Score -175614.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -175628.765625 Penalty: 744.892212
	Iteration 23Q: 3 clusters Score -175628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -175641.156250 Penalty: 744.892212
	Iteration 24Q: 3 clusters Score -175641.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -175654.125000 Penalty: 744.892212
	Iteration 25Q: 3 clusters Score -175654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -175664.640625 Penalty: 744.892212
	Iteration 26Q: 3 clusters Score -175664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -175669.062500 Penalty: 744.892212
	Iteration 27Q: 3 clusters Score -175669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -175675.703125 Penalty: 744.892212
	Iteration 28Q: 3 clusters Score -175675.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -175685.031250 Penalty: 744.892212
	Iteration 29Q: 3 clusters Score -175685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -175690.265625 Penalty: 744.892212
	Iteration 30Q: 3 clusters Score -175690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -175696.078125 Penalty: 744.892212
	Iteration 31Q: 3 clusters Score -175696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -175698.000000 Penalty: 744.892212
	Iteration 32Q: 3 clusters Score -175698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -175699.078125 Penalty: 744.892212
	Iteration 33Q: 3 clusters Score -175699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -175700.312500 Penalty: 744.892212
	Iteration 34Q: 3 clusters Score -175700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -175702.218750 Penalty: 744.892212
	Iteration 35Q: 3 clusters Score -175702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -175702.906250 Penalty: 744.892212
	Iteration 36Q: 3 clusters Score -175702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -175703.593750 Penalty: 744.892212
	Iteration 37F: 3 clusters Score -175703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -175704.906250 Penalty: 744.892212
	Iteration 38Q: 3 clusters Score -175704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -175708.390625 Penalty: 744.892212
	Iteration 39Q: 3 clusters Score -175708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -175710.578125 Penalty: 744.892212
	Iteration 40F: 3 clusters Score -175710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -175711.437500 Penalty: 744.892212
	Iteration 41Q: 3 clusters Score -175711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -175711.437500 Penalty: 744.892212
	Iteration 42F: 3 clusters Score -175711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -148354.656250 Penalty: 364.153015
	Iteration 0F: 2 clusters Score -148354.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -146294.343750 Penalty: 728.306030
	Iteration 0F: 3 clusters Score -146294.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -147010.046875 Penalty: 728.306030
	Iteration 1F: 3 clusters Score -147010 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -147122.593750 Penalty: 728.306030
	Iteration 2F: 3 clusters Score -147122.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -147217.625000 Penalty: 728.306030
	Iteration 3F: 3 clusters Score -147217.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147338.453125 Penalty: 728.306030
	Iteration 4F: 3 clusters Score -147338.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147470.078125 Penalty: 728.306030
	Iteration 5F: 3 clusters Score -147470.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -147605.734375 Penalty: 728.306030
	Iteration 6F: 3 clusters Score -147605.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147727.531250 Penalty: 728.306030
	Iteration 7F: 3 clusters Score -147727.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147798.343750 Penalty: 728.306030
	Iteration 8Q: 3 clusters Score -147798.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -147859.484375 Penalty: 728.306030
	Iteration 9Q: 3 clusters Score -147859.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -147903.828125 Penalty: 728.306030
	Iteration 10Q: 3 clusters Score -147903.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147931.734375 Penalty: 728.306030
	Iteration 11Q: 3 clusters Score -147931.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -147949.562500 Penalty: 728.306030
	Iteration 12Q: 3 clusters Score -147949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -147957.671875 Penalty: 728.306030
	Iteration 13Q: 3 clusters Score -147957.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -147968.234375 Penalty: 728.306030
	Iteration 14Q: 3 clusters Score -147968.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -147978.000000 Penalty: 728.306030
	Iteration 15Q: 3 clusters Score -147978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -147987.062500 Penalty: 728.306030
	Iteration 16Q: 3 clusters Score -147987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -147992.578125 Penalty: 728.306030
	Iteration 17Q: 3 clusters Score -147992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -148001.859375 Penalty: 728.306030
	Iteration 18Q: 3 clusters Score -148001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -148006.468750 Penalty: 728.306030
	Iteration 19Q: 3 clusters Score -148006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -148010.812500 Penalty: 728.306030
	Iteration 20F: 3 clusters Score -148010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -148017.312500 Penalty: 728.306030
	Iteration 21Q: 3 clusters Score -148017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -148021.750000 Penalty: 728.306030
	Iteration 22Q: 3 clusters Score -148021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -148027.765625 Penalty: 728.306030
	Iteration 23Q: 3 clusters Score -148027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -148031.250000 Penalty: 728.306030
	Iteration 24Q: 3 clusters Score -148031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -148034.515625 Penalty: 728.306030
	Iteration 25Q: 3 clusters Score -148034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -148034.890625 Penalty: 728.306030
	Iteration 26Q: 3 clusters Score -148034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -148034.890625 Penalty: 728.306030
	Iteration 27F: 3 clusters Score -148034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Entering Unmasked Estep 
Score: -295956.562500 Penalty: 396.167877
	Iteration 0F: 2 clusters Score -295956.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -291958.468750 Penalty: 792.335754
	Iteration 0F: 3 clusters Score -291958.5 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -293530.843750 Penalty: 792.335754
	Iteration 1F: 3 clusters Score -293530.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -293814.718750 Penalty: 792.335754
	Iteration 2F: 3 clusters Score -293814.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -294158.000000 Penalty: 792.335754
	Iteration 3F: 3 clusters Score -294158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -294551.625000 Penalty: 792.335754
	Iteration 4F: 3 clusters Score -294551.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -294967.750000 Penalty: 792.335754
	Iteration 5F: 3 clusters Score -294967.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -295267.093750 Penalty: 792.335754
	Iteration 6F: 3 clusters Score -295267.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -295411.375000 Penalty: 792.335754
	Iteration 7Q: 3 clusters Score -295411.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -295484.812500 Penalty: 792.335754
	Iteration 8Q: 3 clusters Score -295484.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -295542.156250 Penalty: 792.335754
	Iteration 9Q: 3 clusters Score -295542.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -295574.656250 Penalty: 792.335754
	Iteration 10Q: 3 clusters Score -295574.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -295595.656250 Penalty: 792.335754
	Iteration 11Q: 3 clusters Score -295595.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -295609.843750 Penalty: 792.335754
	Iteration 12Q: 3 clusters Score -295609.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -295617.250000 Penalty: 792.335754
	Iteration 13Q: 3 clusters Score -295617.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -295626.500000 Penalty: 792.335754
	Iteration 14Q: 3 clusters Score -295626.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -295636.687500 Penalty: 792.335754
	Iteration 15Q: 3 clusters Score -295636.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -295647.625000 Penalty: 792.335754
	Iteration 16Q: 3 clusters Score -295647.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -295657.281250 Penalty: 792.335754
	Iteration 17Q: 3 clusters Score -295657.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -295663.000000 Penalty: 792.335754
	Iteration 18Q: 3 clusters Score -295663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -295665.250000 Penalty: 792.335754
	Iteration 19Q: 3 clusters Score -295665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -295667.125000 Penalty: 792.335754
	Iteration 20F: 3 clusters Score -295667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -295669.312500 Penalty: 792.335754
	Iteration 21Q: 3 clusters Score -295669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -295672.781250 Penalty: 792.335754
	Iteration 22Q: 3 clusters Score -295672.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -295678.375000 Penalty: 792.335754
	Iteration 23Q: 3 clusters Score -295678.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -295682.687500 Penalty: 792.335754
	Iteration 24Q: 3 clusters Score -295682.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -295686.750000 Penalty: 792.335754
	Iteration 25Q: 3 clusters Score -295686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -295689.375000 Penalty: 792.335754
	Iteration 26Q: 3 clusters Score -295689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -295691.937500 Penalty: 792.335754
	Iteration 27Q: 3 clusters Score -295691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -295694.218750 Penalty: 792.335754
	Iteration 28Q: 3 clusters Score -295694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -295695.031250 Penalty: 792.335754
	Iteration 29Q: 3 clusters Score -295695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -295696.750000 Penalty: 792.335754
	Iteration 30Q: 3 clusters Score -295696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -295699.062500 Penalty: 792.335754
	Iteration 31Q: 3 clusters Score -295699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -295700.437500 Penalty: 792.335754
	Iteration 32Q: 3 clusters Score -295700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -295701.875000 Penalty: 792.335754
	Iteration 33Q: 3 clusters Score -295701.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -295702.968750 Penalty: 792.335754
	Iteration 34Q: 3 clusters Score -295703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -295703.968750 Penalty: 792.335754
	Iteration 35Q: 3 clusters Score -295704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -295705.031250 Penalty: 792.335754
	Iteration 36Q: 3 clusters Score -295705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -295705.437500 Penalty: 792.335754
	Iteration 37Q: 3 clusters Score -295705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -295706.156250 Penalty: 792.335754
	Iteration 38Q: 3 clusters Score -295706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -295707.250000 Penalty: 792.335754
	Iteration 39Q: 3 clusters Score -295707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -295707.843750 Penalty: 792.335754
	Iteration 40F: 3 clusters Score -295707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -295708.406250 Penalty: 792.335754
	Iteration 41Q: 3 clusters Score -295708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -295710.406250 Penalty: 792.335754
	Iteration 42Q: 3 clusters Score -295710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -295710.656250 Penalty: 792.335754
	Iteration 43Q: 3 clusters Score -295710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -295710.968750 Penalty: 792.335754
	Iteration 44Q: 3 clusters Score -295711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -295711.375000 Penalty: 792.335754
	Iteration 45Q: 3 clusters Score -295711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -295712.343750 Penalty: 792.335754
	Iteration 46Q: 3 clusters Score -295712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -295713.531250 Penalty: 792.335754
	Iteration 47Q: 3 clusters Score -295713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -295713.625000 Penalty: 792.335754
	Iteration 48Q: 3 clusters Score -295713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -295713.187500 Penalty: 792.335754
	Iteration 49Q: 3 clusters Score -295713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -295714.718750 Penalty: 792.335754
	Iteration 50Q: 3 clusters Score -295714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -295715.312500 Penalty: 792.335754
	Iteration 51Q: 3 clusters Score -295715.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -295715.468750 Penalty: 792.335754
	Iteration 52Q: 3 clusters Score -295715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -295715.281250 Penalty: 792.335754
	Iteration 53Q: 3 clusters Score -295715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -295715.312500 Penalty: 792.335754
	Iteration 54Q: 3 clusters Score -295715.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -295715.812500 Penalty: 792.335754
	Iteration 55Q: 3 clusters Score -295715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -295715.906250 Penalty: 792.335754
	Iteration 56Q: 3 clusters Score -295715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -295715.906250 Penalty: 792.335754
	Iteration 57F: 3 clusters Score -295715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10186.863281 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10186.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10238.230469 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10238.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10250.148438 Penalty: 503.897430
	Iteration 2Q: 3 clusters Score -10250.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10261.765625 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10261.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10275.751953 Penalty: 503.897430
	Iteration 4F: 3 clusters Score -10275.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10285.856445 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10285.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10292.272461 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -10292.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10295.427734 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -10295.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10298.486328 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -10298.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10298.991211 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -10298.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10298.991211 Penalty: 503.897430
	Iteration 10F: 3 clusters Score -10298.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Entering Unmasked Estep 
Score: -3668214.750000 Penalty: 511.691193
	Iteration 0F: 2 clusters Score -3668215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -3616534.750000 Penalty: 1023.382385
	Iteration 0F: 3 clusters Score -3616535 nChanged 37298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -3639377.500000 Penalty: 1023.382385
	Iteration 1F: 3 clusters Score -3639378 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3640819.500000 Penalty: 1023.382385
	Iteration 2Q: 3 clusters Score -3640820 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -3643035.500000 Penalty: 1023.382385
	Iteration 3F: 3 clusters Score -3643036 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -3645985.000000 Penalty: 1023.382385
	Iteration 4F: 3 clusters Score -3645985 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -3649562.750000 Penalty: 1023.382385
	Iteration 5F: 3 clusters Score -3649563 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -3653361.000000 Penalty: 1023.382385
	Iteration 6F: 3 clusters Score -3653361 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -3656165.000000 Penalty: 1023.382385
	Iteration 7F: 3 clusters Score -3656165 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -3657496.000000 Penalty: 1023.382385
	Iteration 8Q: 3 clusters Score -3657496 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -3658083.250000 Penalty: 1023.382385
	Iteration 9Q: 3 clusters Score -3658083 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -3658470.000000 Penalty: 1023.382385
	Iteration 10Q: 3 clusters Score -3658470 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -3658839.250000 Penalty: 1023.382385
	Iteration 11Q: 3 clusters Score -3658839 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -3659203.500000 Penalty: 1023.382385
	Iteration 12Q: 3 clusters Score -3659204 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -3659531.750000 Penalty: 1023.382385
	Iteration 13Q: 3 clusters Score -3659532 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -3659850.750000 Penalty: 1023.382385
	Iteration 14Q: 3 clusters Score -3659851 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -3660040.250000 Penalty: 1023.382385
	Iteration 15Q: 3 clusters Score -3660040 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -3660232.500000 Penalty: 1023.382385
	Iteration 16Q: 3 clusters Score -3660232 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -3660379.500000 Penalty: 1023.382385
	Iteration 17Q: 3 clusters Score -3660380 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -3660478.500000 Penalty: 1023.382385
	Iteration 18Q: 3 clusters Score -3660478 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -3660560.000000 Penalty: 1023.382385
	Iteration 19Q: 3 clusters Score -3660560 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -3660611.750000 Penalty: 1023.382385
	Iteration 20F: 3 clusters Score -3660612 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -3660692.750000 Penalty: 1023.382385
	Iteration 21Q: 3 clusters Score -3660693 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -3660749.750000 Penalty: 1023.382385
	Iteration 22Q: 3 clusters Score -3660750 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -3660800.000000 Penalty: 1023.382385
	Iteration 23Q: 3 clusters Score -3660800 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -3660872.250000 Penalty: 1023.382385
	Iteration 24Q: 3 clusters Score -3660872 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -3660897.250000 Penalty: 1023.382385
	Iteration 25Q: 3 clusters Score -3660897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -3660948.000000 Penalty: 1023.382385
	Iteration 26Q: 3 clusters Score -3660948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -3660997.250000 Penalty: 1023.382385
	Iteration 27Q: 3 clusters Score -3660997 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -3661040.250000 Penalty: 1023.382385
	Iteration 28Q: 3 clusters Score -3661040 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -3661070.500000 Penalty: 1023.382385
	Iteration 29Q: 3 clusters Score -3661070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -3661110.750000 Penalty: 1023.382385
	Iteration 30Q: 3 clusters Score -3661111 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -3661157.250000 Penalty: 1023.382385
	Iteration 31Q: 3 clusters Score -3661157 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -3661224.750000 Penalty: 1023.382385
	Iteration 32Q: 3 clusters Score -3661225 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -3661279.000000 Penalty: 1023.382385
	Iteration 33Q: 3 clusters Score -3661279 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -3661318.250000 Penalty: 1023.382385
	Iteration 34Q: 3 clusters Score -3661318 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -3661375.250000 Penalty: 1023.382385
	Iteration 35Q: 3 clusters Score -3661375 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -3661450.500000 Penalty: 1023.382385
	Iteration 36Q: 3 clusters Score -3661450 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -3661527.500000 Penalty: 1023.382385
	Iteration 37Q: 3 clusters Score -3661528 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -3661608.000000 Penalty: 1023.382385
	Iteration 38Q: 3 clusters Score -3661608 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -3661676.000000 Penalty: 1023.382385
	Iteration 39Q: 3 clusters Score -3661676 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -3661785.250000 Penalty: 1023.382385
	Iteration 40F: 3 clusters Score -3661785 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -3661889.750000 Penalty: 1023.382385
	Iteration 41Q: 3 clusters Score -3661890 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -3661983.250000 Penalty: 1023.382385
	Iteration 42Q: 3 clusters Score -3661983 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -3662097.000000 Penalty: 1023.382385
	Iteration 43Q: 3 clusters Score -3662097 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -3662214.500000 Penalty: 1023.382385
	Iteration 44Q: 3 clusters Score -3662214 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -3662378.000000 Penalty: 1023.382385
	Iteration 45Q: 3 clusters Score -3662378 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -3662488.000000 Penalty: 1023.382385
	Iteration 46Q: 3 clusters Score -3662488 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -3662623.250000 Penalty: 1023.382385
	Iteration 47Q: 3 clusters Score -3662623 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -3662780.000000 Penalty: 1023.382385
	Iteration 48Q: 3 clusters Score -3662780 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -3662970.000000 Penalty: 1023.382385
	Iteration 49Q: 3 clusters Score -3662970 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -3663182.000000 Penalty: 1023.382385
	Iteration 50Q: 3 clusters Score -3663182 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -3663368.750000 Penalty: 1023.382385
	Iteration 51Q: 3 clusters Score -3663369 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -3663577.250000 Penalty: 1023.382385
	Iteration 52Q: 3 clusters Score -3663577 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -3663803.000000 Penalty: 1023.382385
	Iteration 53Q: 3 clusters Score -3663803 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -3664008.000000 Penalty: 1023.382385
	Iteration 54Q: 3 clusters Score -3664008 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -3664233.750000 Penalty: 1023.382385
	Iteration 55Q: 3 clusters Score -3664234 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -3664490.750000 Penalty: 1023.382385
	Iteration 56Q: 3 clusters Score -3664491 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -3664729.000000 Penalty: 1023.382385
	Iteration 57Q: 3 clusters Score -3664729 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -3664982.750000 Penalty: 1023.382385
	Iteration 58Q: 3 clusters Score -3664983 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -3665210.750000 Penalty: 1023.382385
	Iteration 59Q: 3 clusters Score -3665211 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -3665476.250000 Penalty: 1023.382385
	Iteration 60F: 3 clusters Score -3665476 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -3665762.500000 Penalty: 1023.382385
	Iteration 61Q: 3 clusters Score -3665762 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -3665979.500000 Penalty: 1023.382385
	Iteration 62Q: 3 clusters Score -3665980 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -3666239.500000 Penalty: 1023.382385
	Iteration 63Q: 3 clusters Score -3666240 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -3666460.750000 Penalty: 1023.382385
	Iteration 64Q: 3 clusters Score -3666461 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -3666656.500000 Penalty: 1023.382385
	Iteration 65Q: 3 clusters Score -3666656 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -3666840.000000 Penalty: 1023.382385
	Iteration 66Q: 3 clusters Score -3666840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -3666996.500000 Penalty: 1023.382385
	Iteration 67Q: 3 clusters Score -3666996 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 73525 members 
Entering Unmasked Estep 
Score: -3667146.750000 Penalty: 1023.382385
	Iteration 68Q: 3 clusters Score -3667147 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 73860 members 
Entering Unmasked Estep 
Score: -3667264.000000 Penalty: 1023.382385
	Iteration 69Q: 3 clusters Score -3667264 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -3667359.000000 Penalty: 1023.382385
	Iteration 70Q: 3 clusters Score -3667359 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -3667444.000000 Penalty: 1023.382385
	Iteration 71Q: 3 clusters Score -3667444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -3667524.500000 Penalty: 1023.382385
	Iteration 72Q: 3 clusters Score -3667524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -3667556.000000 Penalty: 1023.382385
	Iteration 73Q: 3 clusters Score -3667556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -3667600.000000 Penalty: 1023.382385
	Iteration 74Q: 3 clusters Score -3667600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -3667652.500000 Penalty: 1023.382385
	Iteration 75Q: 3 clusters Score -3667652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -3667678.000000 Penalty: 1023.382385
	Iteration 76Q: 3 clusters Score -3667678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -3667710.500000 Penalty: 1023.382385
	Iteration 77Q: 3 clusters Score -3667710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -3667737.000000 Penalty: 1023.382385
	Iteration 78Q: 3 clusters Score -3667737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -3667762.000000 Penalty: 1023.382385
	Iteration 79Q: 3 clusters Score -3667762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -3667785.000000 Penalty: 1023.382385
	Iteration 80F: 3 clusters Score -3667785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -3667801.750000 Penalty: 1023.382385
	Iteration 81Q: 3 clusters Score -3667802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -3667828.250000 Penalty: 1023.382385
	Iteration 82Q: 3 clusters Score -3667828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -3667836.000000 Penalty: 1023.382385
	Iteration 83Q: 3 clusters Score -3667836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -3667838.250000 Penalty: 1023.382385
	Iteration 84Q: 3 clusters Score -3667838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -3667841.500000 Penalty: 1023.382385
	Iteration 85Q: 3 clusters Score -3667842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -3667851.250000 Penalty: 1023.382385
	Iteration 86Q: 3 clusters Score -3667851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -3667855.250000 Penalty: 1023.382385
	Iteration 87Q: 3 clusters Score -3667855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -3667860.000000 Penalty: 1023.382385
	Iteration 88Q: 3 clusters Score -3667860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -3667867.250000 Penalty: 1023.382385
	Iteration 89Q: 3 clusters Score -3667867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -3667868.250000 Penalty: 1023.382385
	Iteration 90Q: 3 clusters Score -3667868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -3667865.000000 Penalty: 1023.382385
	Iteration 91Q: 3 clusters Score -3667865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -3667866.250000 Penalty: 1023.382385
	Iteration 92Q: 3 clusters Score -3667866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -3667866.250000 Penalty: 1023.382385
	Iteration 93F: 3 clusters Score -3667866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -108208.500000 Penalty: 351.802856
	Iteration 0F: 2 clusters Score -108208.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106564.195312 Penalty: 703.605713
	Iteration 0F: 3 clusters Score -106564.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107088.335938 Penalty: 703.605713
	Iteration 1F: 3 clusters Score -107088.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -107175.164062 Penalty: 703.605713
	Iteration 2F: 3 clusters Score -107175.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -107244.671875 Penalty: 703.605713
	Iteration 3F: 3 clusters Score -107244.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -107302.742188 Penalty: 703.605713
	Iteration 4Q: 3 clusters Score -107302.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -107336.750000 Penalty: 703.605713
	Iteration 5Q: 3 clusters Score -107336.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -107357.375000 Penalty: 703.605713
	Iteration 6Q: 3 clusters Score -107357.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107371.171875 Penalty: 703.605713
	Iteration 7Q: 3 clusters Score -107371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107381.703125 Penalty: 703.605713
	Iteration 8Q: 3 clusters Score -107381.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107389.742188 Penalty: 703.605713
	Iteration 9Q: 3 clusters Score -107389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107397.156250 Penalty: 703.605713
	Iteration 10Q: 3 clusters Score -107397.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -107403.023438 Penalty: 703.605713
	Iteration 11Q: 3 clusters Score -107403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -107407.554688 Penalty: 703.605713
	Iteration 12Q: 3 clusters Score -107407.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107413.578125 Penalty: 703.605713
	Iteration 13Q: 3 clusters Score -107413.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107417.679688 Penalty: 703.605713
	Iteration 14Q: 3 clusters Score -107417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -107421.554688 Penalty: 703.605713
	Iteration 15Q: 3 clusters Score -107421.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -107426.820312 Penalty: 703.605713
	Iteration 16Q: 3 clusters Score -107426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107433.703125 Penalty: 703.605713
	Iteration 17Q: 3 clusters Score -107433.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -107444.445312 Penalty: 703.605713
	Iteration 18Q: 3 clusters Score -107444.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -107460.250000 Penalty: 703.605713
	Iteration 19Q: 3 clusters Score -107460.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -107480.851562 Penalty: 703.605713
	Iteration 20F: 3 clusters Score -107480.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -107496.593750 Penalty: 703.605713
	Iteration 21Q: 3 clusters Score -107496.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -107513.906250 Penalty: 703.605713
	Iteration 22Q: 3 clusters Score -107513.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -107532.531250 Penalty: 703.605713
	Iteration 23Q: 3 clusters Score -107532.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -107552.570312 Penalty: 703.605713
	Iteration 24Q: 3 clusters Score -107552.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107571.320312 Penalty: 703.605713
	Iteration 25Q: 3 clusters Score -107571.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -107591.398438 Penalty: 703.605713
	Iteration 26Q: 3 clusters Score -107591.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107614.929688 Penalty: 703.605713
	Iteration 27Q: 3 clusters Score -107614.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -107640.648438 Penalty: 703.605713
	Iteration 28Q: 3 clusters Score -107640.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107661.250000 Penalty: 703.605713
	Iteration 29Q: 3 clusters Score -107661.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -107679.226562 Penalty: 703.605713
	Iteration 30Q: 3 clusters Score -107679.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -107689.109375 Penalty: 703.605713
	Iteration 31Q: 3 clusters Score -107689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -107693.867188 Penalty: 703.605713
	Iteration 32Q: 3 clusters Score -107693.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -107698.773438 Penalty: 703.605713
	Iteration 33Q: 3 clusters Score -107698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -107701.867188 Penalty: 703.605713
	Iteration 34Q: 3 clusters Score -107701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -107703.523438 Penalty: 703.605713
	Iteration 35Q: 3 clusters Score -107703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -107705.648438 Penalty: 703.605713
	Iteration 36Q: 3 clusters Score -107705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -107707.453125 Penalty: 703.605713
	Iteration 37Q: 3 clusters Score -107707.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -107710.609375 Penalty: 703.605713
	Iteration 38Q: 3 clusters Score -107710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -107713.859375 Penalty: 703.605713
	Iteration 39Q: 3 clusters Score -107713.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -107719.062500 Penalty: 703.605713
	Iteration 40F: 3 clusters Score -107719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107722.054688 Penalty: 703.605713
	Iteration 41Q: 3 clusters Score -107722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -107726.062500 Penalty: 703.605713
	Iteration 42Q: 3 clusters Score -107726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -107729.382812 Penalty: 703.605713
	Iteration 43Q: 3 clusters Score -107729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -107733.039062 Penalty: 703.605713
	Iteration 44Q: 3 clusters Score -107733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -107740.921875 Penalty: 703.605713
	Iteration 45Q: 3 clusters Score -107740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -107748.085938 Penalty: 703.605713
	Iteration 46Q: 3 clusters Score -107748.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -107755.734375 Penalty: 703.605713
	Iteration 47Q: 3 clusters Score -107755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107761.734375 Penalty: 703.605713
	Iteration 48Q: 3 clusters Score -107761.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107767.468750 Penalty: 703.605713
	Iteration 49Q: 3 clusters Score -107767.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107773.109375 Penalty: 703.605713
	Iteration 50Q: 3 clusters Score -107773.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -107780.578125 Penalty: 703.605713
	Iteration 51Q: 3 clusters Score -107780.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107793.164062 Penalty: 703.605713
	Iteration 52Q: 3 clusters Score -107793.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107806.882812 Penalty: 703.605713
	Iteration 53Q: 3 clusters Score -107806.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107819.593750 Penalty: 703.605713
	Iteration 54Q: 3 clusters Score -107819.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107828.882812 Penalty: 703.605713
	Iteration 55Q: 3 clusters Score -107828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107838.765625 Penalty: 703.605713
	Iteration 56Q: 3 clusters Score -107838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107845.820312 Penalty: 703.605713
	Iteration 57Q: 3 clusters Score -107845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107851.617188 Penalty: 703.605713
	Iteration 58Q: 3 clusters Score -107851.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107859.835938 Penalty: 703.605713
	Iteration 59Q: 3 clusters Score -107859.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107870.125000 Penalty: 703.605713
	Iteration 60F: 3 clusters Score -107870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107879.367188 Penalty: 703.605713
	Iteration 61Q: 3 clusters Score -107879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107885.601562 Penalty: 703.605713
	Iteration 62Q: 3 clusters Score -107885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107893.593750 Penalty: 703.605713
	Iteration 63Q: 3 clusters Score -107893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107900.554688 Penalty: 703.605713
	Iteration 64Q: 3 clusters Score -107900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107907.421875 Penalty: 703.605713
	Iteration 65Q: 3 clusters Score -107907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107909.656250 Penalty: 703.605713
	Iteration 66Q: 3 clusters Score -107909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -107912.343750 Penalty: 703.605713
	Iteration 67Q: 3 clusters Score -107912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -107916.648438 Penalty: 703.605713
	Iteration 68Q: 3 clusters Score -107916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -107919.835938 Penalty: 703.605713
	Iteration 69Q: 3 clusters Score -107919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107920.718750 Penalty: 703.605713
	Iteration 70Q: 3 clusters Score -107920.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107921.210938 Penalty: 703.605713
	Iteration 71Q: 3 clusters Score -107921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107921.937500 Penalty: 703.605713
	Iteration 72Q: 3 clusters Score -107921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107921.820312 Penalty: 703.605713
	Iteration 73Q: 3 clusters Score -107921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -107922.117188 Penalty: 703.605713
	Iteration 74Q: 3 clusters Score -107922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -107922.234375 Penalty: 703.605713
	Iteration 75Q: 3 clusters Score -107922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -107922.234375 Penalty: 703.605713
	Iteration 76F: 3 clusters Score -107922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19597.781250 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19597.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19147.431641 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -19147.43 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19251.996094 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19302.867188 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19302.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19315.417969 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -19315.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19322.808594 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -19322.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19325.974609 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19325.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19329.125000 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19329.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19330.308594 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19330.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19330.740234 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19330.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19330.740234 Penalty: 554.103088
	Iteration 9F: 3 clusters Score -19330.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -242979.109375 Penalty: 391.269348
	Iteration 0F: 2 clusters Score -242979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -239313.906250 Penalty: 782.538696
	Iteration 0F: 3 clusters Score -239313.9 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -240719.703125 Penalty: 782.538696
	Iteration 1F: 3 clusters Score -240719.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -240821.718750 Penalty: 782.538696
	Iteration 2Q: 3 clusters Score -240821.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -240931.500000 Penalty: 782.538696
	Iteration 3Q: 3 clusters Score -240931.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -241091.953125 Penalty: 782.538696
	Iteration 4Q: 3 clusters Score -241092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -241316.171875 Penalty: 782.538696
	Iteration 5F: 3 clusters Score -241316.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -241585.968750 Penalty: 782.538696
	Iteration 6F: 3 clusters Score -241586 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -241814.125000 Penalty: 782.538696
	Iteration 7F: 3 clusters Score -241814.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -242006.203125 Penalty: 782.538696
	Iteration 8F: 3 clusters Score -242006.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -242140.812500 Penalty: 782.538696
	Iteration 9Q: 3 clusters Score -242140.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -242214.937500 Penalty: 782.538696
	Iteration 10Q: 3 clusters Score -242214.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -242258.875000 Penalty: 782.538696
	Iteration 11Q: 3 clusters Score -242258.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -242304.562500 Penalty: 782.538696
	Iteration 12Q: 3 clusters Score -242304.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -242366.000000 Penalty: 782.538696
	Iteration 13Q: 3 clusters Score -242366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -242445.218750 Penalty: 782.538696
	Iteration 14Q: 3 clusters Score -242445.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -242514.703125 Penalty: 782.538696
	Iteration 15Q: 3 clusters Score -242514.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -242580.500000 Penalty: 782.538696
	Iteration 16Q: 3 clusters Score -242580.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -242646.578125 Penalty: 782.538696
	Iteration 17Q: 3 clusters Score -242646.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -242695.421875 Penalty: 782.538696
	Iteration 18Q: 3 clusters Score -242695.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -242722.875000 Penalty: 782.538696
	Iteration 19Q: 3 clusters Score -242722.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -242745.406250 Penalty: 782.538696
	Iteration 20F: 3 clusters Score -242745.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -242765.359375 Penalty: 782.538696
	Iteration 21Q: 3 clusters Score -242765.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -242778.750000 Penalty: 782.538696
	Iteration 22Q: 3 clusters Score -242778.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -242791.781250 Penalty: 782.538696
	Iteration 23Q: 3 clusters Score -242791.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -242802.296875 Penalty: 782.538696
	Iteration 24Q: 3 clusters Score -242802.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -242810.203125 Penalty: 782.538696
	Iteration 25Q: 3 clusters Score -242810.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -242817.296875 Penalty: 782.538696
	Iteration 26Q: 3 clusters Score -242817.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -242827.437500 Penalty: 782.538696
	Iteration 27Q: 3 clusters Score -242827.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -242835.890625 Penalty: 782.538696
	Iteration 28Q: 3 clusters Score -242835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -242841.968750 Penalty: 782.538696
	Iteration 29Q: 3 clusters Score -242842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -242845.203125 Penalty: 782.538696
	Iteration 30Q: 3 clusters Score -242845.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -242847.656250 Penalty: 782.538696
	Iteration 31Q: 3 clusters Score -242847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -242848.625000 Penalty: 782.538696
	Iteration 32Q: 3 clusters Score -242848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -242850.046875 Penalty: 782.538696
	Iteration 33Q: 3 clusters Score -242850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -242851.562500 Penalty: 782.538696
	Iteration 34Q: 3 clusters Score -242851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -242852.218750 Penalty: 782.538696
	Iteration 35Q: 3 clusters Score -242852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -242852.437500 Penalty: 782.538696
	Iteration 36Q: 3 clusters Score -242852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -242852.625000 Penalty: 782.538696
	Iteration 37Q: 3 clusters Score -242852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -242852.687500 Penalty: 782.538696
	Iteration 38Q: 3 clusters Score -242852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -242853.015625 Penalty: 782.538696
	Iteration 39Q: 3 clusters Score -242853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -242852.984375 Penalty: 782.538696
	Iteration 40F: 3 clusters Score -242853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -242853.281250 Penalty: 782.538696
	Iteration 41Q: 3 clusters Score -242853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -242853.421875 Penalty: 782.538696
	Iteration 42Q: 3 clusters Score -242853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -242853.421875 Penalty: 782.538696
	Iteration 43F: 3 clusters Score -242853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9192.466797 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9192.467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9241.359375 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9241.359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9259.287109 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -9259.287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9267.500000 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9273.187500 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9273.188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9281.700195 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9283.991211 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9283.991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9285.424805 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -9285.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9285.424805 Penalty: 486.152405
	Iteration 8F: 3 clusters Score -9285.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1772.932739 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1772.933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1794.221069 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1794.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1795.670532 Penalty: 366.306976
	Iteration 2Q: 3 clusters Score -1795.671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1795.670532 Penalty: 366.306976
	Iteration 3F: 3 clusters Score -1795.671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29729.189453 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29729.19 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29871.544922 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29871.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29908.447266 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29908.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29947.054688 Penalty: 599.717407
	Iteration 3Q: 3 clusters Score -29947.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29986.000000 Penalty: 599.717407
	Iteration 4F: 3 clusters Score -29986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30011.939453 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30011.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30032.480469 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30032.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30045.482422 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30045.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30059.792969 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30059.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -30069.207031 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30069.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30078.447266 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30078.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30083.007812 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30083.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -30088.851562 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30088.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30092.410156 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30092.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -30095.613281 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30095.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -30101.710938 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -30101.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -30107.533203 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -30107.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -30111.183594 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -30111.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30113.054688 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -30113.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -30114.861328 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -30114.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30116.970703 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -30116.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -30117.167969 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -30117.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -30117.167969 Penalty: 599.717407
	Iteration 22F: 3 clusters Score -30117.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8239.974609 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8239.975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8286.669922 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8286.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8298.147461 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8298.147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8302.349609 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8302.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8306.895508 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8306.896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8313.251953 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8313.252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8318.575195 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -8318.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8319.826172 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -8319.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8319.826172 Penalty: 478.432068
	Iteration 8F: 3 clusters Score -8319.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -113481.156250 Penalty: 355.204681
	Iteration 0F: 2 clusters Score -113481.2 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 1202 members 
Entering Unmasked Estep 
Score: -111747.640625 Penalty: 710.409363
	Iteration 0F: 3 clusters Score -111747.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -112369.007812 Penalty: 710.409363
	Iteration 1F: 3 clusters Score -112369 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112485.382812 Penalty: 710.409363
	Iteration 2F: 3 clusters Score -112485.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -112594.312500 Penalty: 710.409363
	Iteration 3F: 3 clusters Score -112594.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -112682.273438 Penalty: 710.409363
	Iteration 4Q: 3 clusters Score -112682.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -112748.398438 Penalty: 710.409363
	Iteration 5Q: 3 clusters Score -112748.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -112808.835938 Penalty: 710.409363
	Iteration 6Q: 3 clusters Score -112808.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112856.421875 Penalty: 710.409363
	Iteration 7Q: 3 clusters Score -112856.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112893.062500 Penalty: 710.409363
	Iteration 8Q: 3 clusters Score -112893.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -112935.742188 Penalty: 710.409363
	Iteration 9Q: 3 clusters Score -112935.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112964.445312 Penalty: 710.409363
	Iteration 10Q: 3 clusters Score -112964.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112978.234375 Penalty: 710.409363
	Iteration 11Q: 3 clusters Score -112978.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112991.460938 Penalty: 710.409363
	Iteration 12Q: 3 clusters Score -112991.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113005.421875 Penalty: 710.409363
	Iteration 13Q: 3 clusters Score -113005.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113016.765625 Penalty: 710.409363
	Iteration 14Q: 3 clusters Score -113016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -113028.921875 Penalty: 710.409363
	Iteration 15Q: 3 clusters Score -113028.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113041.546875 Penalty: 710.409363
	Iteration 16Q: 3 clusters Score -113041.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113050.195312 Penalty: 710.409363
	Iteration 17Q: 3 clusters Score -113050.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113056.296875 Penalty: 710.409363
	Iteration 18Q: 3 clusters Score -113056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -113066.828125 Penalty: 710.409363
	Iteration 19Q: 3 clusters Score -113066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113079.914062 Penalty: 710.409363
	Iteration 20F: 3 clusters Score -113079.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -113089.132812 Penalty: 710.409363
	Iteration 21Q: 3 clusters Score -113089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -113097.265625 Penalty: 710.409363
	Iteration 22Q: 3 clusters Score -113097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -113107.710938 Penalty: 710.409363
	Iteration 23Q: 3 clusters Score -113107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113119.453125 Penalty: 710.409363
	Iteration 24Q: 3 clusters Score -113119.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -113126.812500 Penalty: 710.409363
	Iteration 25Q: 3 clusters Score -113126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -113131.492188 Penalty: 710.409363
	Iteration 26Q: 3 clusters Score -113131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113133.757812 Penalty: 710.409363
	Iteration 27Q: 3 clusters Score -113133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -113135.171875 Penalty: 710.409363
	Iteration 28Q: 3 clusters Score -113135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -113136.789062 Penalty: 710.409363
	Iteration 29Q: 3 clusters Score -113136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -113139.890625 Penalty: 710.409363
	Iteration 30Q: 3 clusters Score -113139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -113142.031250 Penalty: 710.409363
	Iteration 31Q: 3 clusters Score -113142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -113142.492188 Penalty: 710.409363
	Iteration 32Q: 3 clusters Score -113142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -113144.179688 Penalty: 710.409363
	Iteration 33Q: 3 clusters Score -113144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -113148.421875 Penalty: 710.409363
	Iteration 34Q: 3 clusters Score -113148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -113153.687500 Penalty: 710.409363
	Iteration 35Q: 3 clusters Score -113153.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -113158.375000 Penalty: 710.409363
	Iteration 36Q: 3 clusters Score -113158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -113161.570312 Penalty: 710.409363
	Iteration 37Q: 3 clusters Score -113161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -113163.070312 Penalty: 710.409363
	Iteration 38Q: 3 clusters Score -113163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -113163.710938 Penalty: 710.409363
	Iteration 39Q: 3 clusters Score -113163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -113164.976562 Penalty: 710.409363
	Iteration 40F: 3 clusters Score -113165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 176834 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33433 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103408 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76570 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235828.000000 Penalty: 16169.891602
Iteration 359Q: 28 clusters Score -2.323583e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 176787 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33431 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31974 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103411 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76553 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235806.000000 Penalty: 16169.891602
Iteration 360F: 28 clusters Score -2.323581e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 176743 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33421 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31975 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103415 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76541 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235782.000000 Penalty: 16169.891602
Iteration 361Q: 28 clusters Score -2.323578e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 176690 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33410 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31974 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103421 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76531 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235800.000000 Penalty: 16169.891602
Iteration 362Q: 28 clusters Score -2.32358e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 176638 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31973 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103427 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6062 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76521 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 16169.891602
Iteration 363Q: 28 clusters Score -2.323577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 176581 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 33392 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31971 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103432 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76513 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 364Q: 28 clusters Score -2.323575e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 176520 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 33384 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103442 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6071 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76508 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 365Q: 28 clusters Score -2.323574e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 176459 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 33377 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31961 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103449 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 6081 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76500 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235754.000000 Penalty: 16169.891602
Iteration 366Q: 28 clusters Score -2.323575e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 176397 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33367 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31962 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103454 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76492 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 367Q: 28 clusters Score -2.323575e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 176333 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 33357 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31963 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103458 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76482 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 368Q: 28 clusters Score -2.32357e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 176274 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 33351 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31960 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103459 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 6110 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76473 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235706.000000 Penalty: 16169.891602
Iteration 369Q: 28 clusters Score -2.323571e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 176213 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 33342 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31958 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103462 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76464 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 370Q: 28 clusters Score -2.323568e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 176150 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33334 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31956 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 103468 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76458 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235688.000000 Penalty: 16169.891602
Iteration 371Q: 28 clusters Score -2.323569e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 176072 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33330 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31953 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103476 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6148 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76452 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235636.000000 Penalty: 16169.891602
Iteration 372Q: 28 clusters Score -2.323564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 176004 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33329 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103480 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76445 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235594.000000 Penalty: 16169.891602
Iteration 373Q: 28 clusters Score -2.323559e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 175936 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33323 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31949 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 103483 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76442 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235590.000000 Penalty: 16169.891602
Iteration 374Q: 28 clusters Score -2.323559e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 175855 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 33318 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 103489 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76443 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235566.000000 Penalty: 16169.891602
Iteration 375Q: 28 clusters Score -2.323557e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 175781 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 33305 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31947 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 103491 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76442 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5427 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235588.000000 Penalty: 16169.891602
Iteration 376Q: 28 clusters Score -2.323559e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 175719 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 33294 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31944 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103492 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6200 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76438 members 
Mstep: Class 20 contains 2280 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235542.000000 Penalty: 16169.891602
Iteration 377Q: 28 clusters Score -2.323554e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 175637 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 33286 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103495 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76431 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235558.000000 Penalty: 16169.891602
Iteration 378Q: 28 clusters Score -2.323556e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 175568 members 
Mstep: Class 3 contains 1608 members 
Mstep: Class 4 contains 33265 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31938 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103503 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6232 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76428 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235574.000000 Penalty: 16169.891602
Iteration 379Q: 28 clusters Score -2.323557e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 175512 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 33243 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31937 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103511 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76421 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235600.000000 Penalty: 16169.891602
Iteration 380F: 28 clusters Score -2.32356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 175452 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33223 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31933 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103514 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76415 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235616.000000 Penalty: 16169.891602
Iteration 381Q: 28 clusters Score -2.323562e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 175394 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33200 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31927 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103516 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76409 members 
Mstep: Class 20 contains 2282 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235654.000000 Penalty: 16169.891602
Iteration 382Q: 28 clusters Score -2.323565e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 175354 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33185 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31921 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103520 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76400 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 383Q: 28 clusters Score -2.323569e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 175311 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33175 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31915 members 
Mstep: Class 9 contains 2379 members 
Mstep: Class 10 contains 103521 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76393 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 384Q: 28 clusters Score -2.323574e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 175263 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31911 members 
Mstep: Class 9 contains 2378 members 
Mstep: Class 10 contains 103526 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76390 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 385Q: 28 clusters Score -2.323575e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 175231 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 33147 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31905 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 103530 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76379 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 386Q: 28 clusters Score -2.323574e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 175185 members 
Mstep: Class 3 contains 1613 members 
Mstep: Class 4 contains 33130 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31898 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103538 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76368 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235786.000000 Penalty: 16169.891602
Iteration 387Q: 28 clusters Score -2.323579e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 175145 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 33123 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31891 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 103541 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76352 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235792.000000 Penalty: 16169.891602
Iteration 388Q: 28 clusters Score -2.323579e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 175112 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31883 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103546 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76333 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235738.000000 Penalty: 16169.891602
Iteration 389Q: 28 clusters Score -2.323574e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 175067 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 4 contains 33122 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31877 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103551 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76318 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235728.000000 Penalty: 16169.891602
Iteration 390Q: 28 clusters Score -2.323573e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 175019 members 
Mstep: Class 3 contains 1603 members 
Mstep: Class 4 contains 33110 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4116 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31871 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103556 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6409 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76302 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235692.000000 Penalty: 16169.891602
Iteration 391Q: 28 clusters Score -2.323569e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 174963 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 33110 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31861 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 103561 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76285 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235722.000000 Penalty: 16169.891602
Iteration 392Q: 28 clusters Score -2.323572e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 174913 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 33109 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103567 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76265 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 393Q: 28 clusters Score -2.32357e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 174869 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 33112 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31838 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103572 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76244 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235720.000000 Penalty: 16169.891602
Iteration 394Q: 28 clusters Score -2.323572e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 174830 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 33115 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31834 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 103574 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76216 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235748.000000 Penalty: 16169.891602
Iteration 395Q: 28 clusters Score -2.323575e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 174791 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 4 contains 33117 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31835 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 103578 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 6451 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76193 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 396Q: 28 clusters Score -2.323574e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 174748 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 33115 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31838 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 103580 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3570 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 6459 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76174 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235716.000000 Penalty: 16169.891602
Iteration 397Q: 28 clusters Score -2.323572e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 174706 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 33106 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31843 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 103581 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 6470 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76153 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235750.000000 Penalty: 16169.891602
Iteration 398Q: 28 clusters Score -2.323575e+07 nChanged 157
Entering ConstructFrom: 
Score: -23235750.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (63890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Entering Unmasked Estep 
Score: -2990367.250000 Penalty: 503.453796
	Iteration 0F: 2 clusters Score -2990367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -2947416.000000 Penalty: 1006.907593
	Iteration 0F: 3 clusters Score -2947416 nChanged 31091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -2966408.000000 Penalty: 1006.907593
	Iteration 1F: 3 clusters Score -2966408 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -2967338.000000 Penalty: 1006.907593
	Iteration 2Q: 3 clusters Score -2967338 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -2968641.500000 Penalty: 1006.907593
	Iteration 3Q: 3 clusters Score -2968642 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -2970681.750000 Penalty: 1006.907593
	Iteration 4F: 3 clusters Score -2970682 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -2973963.750000 Penalty: 1006.907593
	Iteration 5F: 3 clusters Score -2973964 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -2978051.250000 Penalty: 1006.907593
	Iteration 6F: 3 clusters Score -2978051 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -2980982.750000 Penalty: 1006.907593
	Iteration 7F: 3 clusters Score -2980983 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -2982279.500000 Penalty: 1006.907593
	Iteration 8Q: 3 clusters Score -2982280 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -2982996.500000 Penalty: 1006.907593
	Iteration 9Q: 3 clusters Score -2982996 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -2983652.750000 Penalty: 1006.907593
	Iteration 10Q: 3 clusters Score -2983653 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -2984281.250000 Penalty: 1006.907593
	Iteration 11Q: 3 clusters Score -2984281 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -2984968.250000 Penalty: 1006.907593
	Iteration 12Q: 3 clusters Score -2984968 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -2985635.000000 Penalty: 1006.907593
	Iteration 13Q: 3 clusters Score -2985635 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -2986203.750000 Penalty: 1006.907593
	Iteration 14Q: 3 clusters Score -2986204 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -2986632.250000 Penalty: 1006.907593
	Iteration 15Q: 3 clusters Score -2986632 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -2986918.250000 Penalty: 1006.907593
	Iteration 16Q: 3 clusters Score -2986918 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -2987150.000000 Penalty: 1006.907593
	Iteration 17Q: 3 clusters Score -2987150 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -2987296.000000 Penalty: 1006.907593
	Iteration 18Q: 3 clusters Score -2987296 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -2987401.250000 Penalty: 1006.907593
	Iteration 19Q: 3 clusters Score -2987401 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -2987472.500000 Penalty: 1006.907593
	Iteration 20F: 3 clusters Score -2987472 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -2987510.000000 Penalty: 1006.907593
	Iteration 21Q: 3 clusters Score -2987510 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -2987530.000000 Penalty: 1006.907593
	Iteration 22Q: 3 clusters Score -2987530 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -2987540.250000 Penalty: 1006.907593
	Iteration 23Q: 3 clusters Score -2987540 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -2987546.500000 Penalty: 1006.907593
	Iteration 24Q: 3 clusters Score -2987546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -2987569.500000 Penalty: 1006.907593
	Iteration 25Q: 3 clusters Score -2987570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -2987565.750000 Penalty: 1006.907593
	Iteration 26Q: 3 clusters Score -2987566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -2987572.500000 Penalty: 1006.907593
	Iteration 27Q: 3 clusters Score -2987572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -2987575.750000 Penalty: 1006.907593
	Iteration 28Q: 3 clusters Score -2987576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -2987578.250000 Penalty: 1006.907593
	Iteration 29Q: 3 clusters Score -2987578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -2987574.000000 Penalty: 1006.907593
	Iteration 30Q: 3 clusters Score -2987574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -2987579.250000 Penalty: 1006.907593
	Iteration 31Q: 3 clusters Score -2987579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -2987582.000000 Penalty: 1006.907593
	Iteration 32Q: 3 clusters Score -2987582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -2987592.500000 Penalty: 1006.907593
	Iteration 33Q: 3 clusters Score -2987592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -2987588.750000 Penalty: 1006.907593
	Iteration 34Q: 3 clusters Score -2987589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -2987589.500000 Penalty: 1006.907593
	Iteration 35Q: 3 clusters Score -2987590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -2987585.500000 Penalty: 1006.907593
	Iteration 36Q: 3 clusters Score -2987586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -2987581.750000 Penalty: 1006.907593
	Iteration 37Q: 3 clusters Score -2987582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -2987581.250000 Penalty: 1006.907593
	Iteration 38Q: 3 clusters Score -2987581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -2987583.500000 Penalty: 1006.907593
	Iteration 39Q: 3 clusters Score -2987584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -2987584.750000 Penalty: 1006.907593
	Iteration 40F: 3 clusters Score -2987585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -2987589.250000 Penalty: 1006.907593
	Iteration 41Q: 3 clusters Score -2987589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -2987586.500000 Penalty: 1006.907593
	Iteration 42Q: 3 clusters Score -2987586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -2987588.250000 Penalty: 1006.907593
	Iteration 43Q: 3 clusters Score -2987588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -2987585.500000 Penalty: 1006.907593
	Iteration 44Q: 3 clusters Score -2987586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -2987583.250000 Penalty: 1006.907593
	Iteration 45Q: 3 clusters Score -2987583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -2987584.500000 Penalty: 1006.907593
	Iteration 46Q: 3 clusters Score -2987584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -2987585.500000 Penalty: 1006.907593
	Iteration 47Q: 3 clusters Score -2987586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -2987583.250000 Penalty: 1006.907593
	Iteration 48Q: 3 clusters Score -2987583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -2987583.750000 Penalty: 1006.907593
	Iteration 49Q: 3 clusters Score -2987584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -2987583.750000 Penalty: 1006.907593
	Iteration 50F: 3 clusters Score -2987584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Entering Unmasked Estep 
Score: -8051782.500000 Penalty: 549.208496
	Iteration 0F: 2 clusters Score -8051782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -7939095.000000 Penalty: 1098.416992
	Iteration 0F: 3 clusters Score -7939095 nChanged 86002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -7991670.500000 Penalty: 1098.416992
	Iteration 1F: 3 clusters Score -7991670 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -7995054.000000 Penalty: 1098.416992
	Iteration 2Q: 3 clusters Score -7995054 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -8001131.000000 Penalty: 1098.416992
	Iteration 3F: 3 clusters Score -8001131 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -8011052.500000 Penalty: 1098.416992
	Iteration 4F: 3 clusters Score -8011052 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -8024679.500000 Penalty: 1098.416992
	Iteration 5F: 3 clusters Score -8024680 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -8037307.000000 Penalty: 1098.416992
	Iteration 6F: 3 clusters Score -8037307 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -8045325.000000 Penalty: 1098.416992
	Iteration 7F: 3 clusters Score -8045325 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -8048975.500000 Penalty: 1098.416992
	Iteration 8Q: 3 clusters Score -8048976 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171578 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8050516.500000 Penalty: 1098.416992
	Iteration 9Q: 3 clusters Score -8050516 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172671 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8051014.500000 Penalty: 1098.416992
	Iteration 10Q: 3 clusters Score -8051014 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8051230.500000 Penalty: 1098.416992
	Iteration 11Q: 3 clusters Score -8051230 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8051363.000000 Penalty: 1098.416992
	Iteration 12Q: 3 clusters Score -8051363 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8051396.500000 Penalty: 1098.416992
	Iteration 13Q: 3 clusters Score -8051396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173674 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8051432.000000 Penalty: 1098.416992
	Iteration 14Q: 3 clusters Score -8051432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8051457.500000 Penalty: 1098.416992
	Iteration 15Q: 3 clusters Score -8051458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8051432.000000 Penalty: 1098.416992
	Iteration 16Q: 3 clusters Score -8051432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8051442.000000 Penalty: 1098.416992
	Iteration 17Q: 3 clusters Score -8051442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8051440.000000 Penalty: 1098.416992
	Iteration 18Q: 3 clusters Score -8051440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8051439.500000 Penalty: 1098.416992
	Iteration 19Q: 3 clusters Score -8051440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173987 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8051435.000000 Penalty: 1098.416992
	Iteration 20F: 3 clusters Score -8051435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8051426.000000 Penalty: 1098.416992
	Iteration 21Q: 3 clusters Score -8051426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8051426.500000 Penalty: 1098.416992
	Iteration 22Q: 3 clusters Score -8051426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8051431.500000 Penalty: 1098.416992
	Iteration 23Q: 3 clusters Score -8051432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8051436.000000 Penalty: 1098.416992
	Iteration 24Q: 3 clusters Score -8051436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8051439.500000 Penalty: 1098.416992
	Iteration 25Q: 3 clusters Score -8051440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8051443.000000 Penalty: 1098.416992
	Iteration 26Q: 3 clusters Score -8051443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174046 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8051452.000000 Penalty: 1098.416992
	Iteration 27Q: 3 clusters Score -8051452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8051456.000000 Penalty: 1098.416992
	Iteration 28Q: 3 clusters Score -8051456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8051462.000000 Penalty: 1098.416992
	Iteration 29Q: 3 clusters Score -8051462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8051470.500000 Penalty: 1098.416992
	Iteration 30Q: 3 clusters Score -8051470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8051467.000000 Penalty: 1098.416992
	Iteration 31Q: 3 clusters Score -8051467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8051468.000000 Penalty: 1098.416992
	Iteration 32Q: 3 clusters Score -8051468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174080 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8051472.500000 Penalty: 1098.416992
	Iteration 33Q: 3 clusters Score -8051472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8051472.500000 Penalty: 1098.416992
	Iteration 34Q: 3 clusters Score -8051472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174085 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8051484.500000 Penalty: 1098.416992
	Iteration 35Q: 3 clusters Score -8051484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174086 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8051481.000000 Penalty: 1098.416992
	Iteration 36Q: 3 clusters Score -8051481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8051480.500000 Penalty: 1098.416992
	Iteration 37Q: 3 clusters Score -8051480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8051475.500000 Penalty: 1098.416992
	Iteration 38Q: 3 clusters Score -8051476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8051475.500000 Penalty: 1098.416992
	Iteration 39F: 3 clusters Score -8051476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -77280.015625 Penalty: 335.688019
	Iteration 0F: 2 clusters Score -77280.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -76081.632812 Penalty: 671.376038
	Iteration 0F: 3 clusters Score -76081.63 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -76452.570312 Penalty: 671.376038
	Iteration 1F: 3 clusters Score -76452.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -76518.906250 Penalty: 671.376038
	Iteration 2F: 3 clusters Score -76518.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -76603.070312 Penalty: 671.376038
	Iteration 3F: 3 clusters Score -76603.07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76703.085938 Penalty: 671.376038
	Iteration 4F: 3 clusters Score -76703.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76800.882812 Penalty: 671.376038
	Iteration 5F: 3 clusters Score -76800.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76873.117188 Penalty: 671.376038
	Iteration 6F: 3 clusters Score -76873.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76922.398438 Penalty: 671.376038
	Iteration 7Q: 3 clusters Score -76922.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76958.921875 Penalty: 671.376038
	Iteration 8Q: 3 clusters Score -76958.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76980.078125 Penalty: 671.376038
	Iteration 9Q: 3 clusters Score -76980.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77002.476562 Penalty: 671.376038
	Iteration 10Q: 3 clusters Score -77002.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77013.617188 Penalty: 671.376038
	Iteration 11Q: 3 clusters Score -77013.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77019.320312 Penalty: 671.376038
	Iteration 12Q: 3 clusters Score -77019.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77024.304688 Penalty: 671.376038
	Iteration 13Q: 3 clusters Score -77024.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77027.859375 Penalty: 671.376038
	Iteration 14Q: 3 clusters Score -77027.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77028.601562 Penalty: 671.376038
	Iteration 15Q: 3 clusters Score -77028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77028.601562 Penalty: 671.376038
	Iteration 16F: 3 clusters Score -77028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Entering Unmasked Estep 
Score: -1590349.250000 Penalty: 473.541260
	Iteration 0F: 2 clusters Score -1590349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1568223.000000 Penalty: 947.082520
	Iteration 0F: 3 clusters Score -1568223 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1578083.125000 Penalty: 947.082520
	Iteration 1F: 3 clusters Score -1578083 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1578934.750000 Penalty: 947.082520
	Iteration 2F: 3 clusters Score -1578935 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1580291.375000 Penalty: 947.082520
	Iteration 3F: 3 clusters Score -1580291 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1582439.500000 Penalty: 947.082520
	Iteration 4F: 3 clusters Score -1582440 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1584897.500000 Penalty: 947.082520
	Iteration 5F: 3 clusters Score -1584898 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1586166.875000 Penalty: 947.082520
	Iteration 6F: 3 clusters Score -1586167 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1586535.625000 Penalty: 947.082520
	Iteration 7Q: 3 clusters Score -1586536 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1586713.000000 Penalty: 947.082520
	Iteration 8Q: 3 clusters Score -1586713 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1586874.625000 Penalty: 947.082520
	Iteration 9Q: 3 clusters Score -1586875 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1587013.125000 Penalty: 947.082520
	Iteration 10Q: 3 clusters Score -1587013 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1587157.000000 Penalty: 947.082520
	Iteration 11Q: 3 clusters Score -1587157 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -1587276.750000 Penalty: 947.082520
	Iteration 12Q: 3 clusters Score -1587277 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -1587386.375000 Penalty: 947.082520
	Iteration 13Q: 3 clusters Score -1587386 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -1587498.125000 Penalty: 947.082520
	Iteration 14Q: 3 clusters Score -1587498 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1587596.500000 Penalty: 947.082520
	Iteration 15Q: 3 clusters Score -1587596 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1587698.375000 Penalty: 947.082520
	Iteration 16Q: 3 clusters Score -1587698 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -1587820.000000 Penalty: 947.082520
	Iteration 17Q: 3 clusters Score -1587820 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -1587923.875000 Penalty: 947.082520
	Iteration 18Q: 3 clusters Score -1587924 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1588034.250000 Penalty: 947.082520
	Iteration 19Q: 3 clusters Score -1588034 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1588148.250000 Penalty: 947.082520
	Iteration 20F: 3 clusters Score -1588148 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -1588253.625000 Penalty: 947.082520
	Iteration 21Q: 3 clusters Score -1588254 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1588340.250000 Penalty: 947.082520
	Iteration 22Q: 3 clusters Score -1588340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -1588418.125000 Penalty: 947.082520
	Iteration 23Q: 3 clusters Score -1588418 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -1588503.250000 Penalty: 947.082520
	Iteration 24Q: 3 clusters Score -1588503 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -1588563.000000 Penalty: 947.082520
	Iteration 25Q: 3 clusters Score -1588563 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1588612.375000 Penalty: 947.082520
	Iteration 26Q: 3 clusters Score -1588612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1588670.500000 Penalty: 947.082520
	Iteration 27Q: 3 clusters Score -1588670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -1588720.250000 Penalty: 947.082520
	Iteration 28Q: 3 clusters Score -1588720 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -1588755.875000 Penalty: 947.082520
	Iteration 29Q: 3 clusters Score -1588756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -1588793.250000 Penalty: 947.082520
	Iteration 30Q: 3 clusters Score -1588793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -1588822.750000 Penalty: 947.082520
	Iteration 31Q: 3 clusters Score -1588823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -1588859.250000 Penalty: 947.082520
	Iteration 32Q: 3 clusters Score -1588859 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -1588885.000000 Penalty: 947.082520
	Iteration 33Q: 3 clusters Score -1588885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -1588914.000000 Penalty: 947.082520
	Iteration 34Q: 3 clusters Score -1588914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1588943.750000 Penalty: 947.082520
	Iteration 35Q: 3 clusters Score -1588944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -1588980.625000 Penalty: 947.082520
	Iteration 36Q: 3 clusters Score -1588981 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -1589007.125000 Penalty: 947.082520
	Iteration 37Q: 3 clusters Score -1589007 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -1589039.125000 Penalty: 947.082520
	Iteration 38Q: 3 clusters Score -1589039 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -1589074.875000 Penalty: 947.082520
	Iteration 39Q: 3 clusters Score -1589075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -1589091.000000 Penalty: 947.082520
	Iteration 40F: 3 clusters Score -1589091 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1589119.875000 Penalty: 947.082520
	Iteration 41Q: 3 clusters Score -1589120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -1589140.625000 Penalty: 947.082520
	Iteration 42Q: 3 clusters Score -1589141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1589158.000000 Penalty: 947.082520
	Iteration 43Q: 3 clusters Score -1589158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -1589174.125000 Penalty: 947.082520
	Iteration 44Q: 3 clusters Score -1589174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -1589185.375000 Penalty: 947.082520
	Iteration 45Q: 3 clusters Score -1589185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -1589191.500000 Penalty: 947.082520
	Iteration 46Q: 3 clusters Score -1589192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -1589205.875000 Penalty: 947.082520
	Iteration 47Q: 3 clusters Score -1589206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1589205.375000 Penalty: 947.082520
	Iteration 48Q: 3 clusters Score -1589205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -1589212.375000 Penalty: 947.082520
	Iteration 49Q: 3 clusters Score -1589212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -1589217.000000 Penalty: 947.082520
	Iteration 50Q: 3 clusters Score -1589217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -1589219.875000 Penalty: 947.082520
	Iteration 51Q: 3 clusters Score -1589220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1589218.500000 Penalty: 947.082520
	Iteration 52Q: 3 clusters Score -1589218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -1589223.500000 Penalty: 947.082520
	Iteration 53Q: 3 clusters Score -1589224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -1589230.125000 Penalty: 947.082520
	Iteration 54Q: 3 clusters Score -1589230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1589231.625000 Penalty: 947.082520
	Iteration 55Q: 3 clusters Score -1589232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -1589230.750000 Penalty: 947.082520
	Iteration 56Q: 3 clusters Score -1589231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -1589232.000000 Penalty: 947.082520
	Iteration 57Q: 3 clusters Score -1589232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -1589235.625000 Penalty: 947.082520
	Iteration 58Q: 3 clusters Score -1589236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -1589244.000000 Penalty: 947.082520
	Iteration 59Q: 3 clusters Score -1589244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -1589246.625000 Penalty: 947.082520
	Iteration 60F: 3 clusters Score -1589247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1589258.250000 Penalty: 947.082520
	Iteration 61Q: 3 clusters Score -1589258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -1589260.000000 Penalty: 947.082520
	Iteration 62Q: 3 clusters Score -1589260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1589261.375000 Penalty: 947.082520
	Iteration 63Q: 3 clusters Score -1589261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -1589269.500000 Penalty: 947.082520
	Iteration 64Q: 3 clusters Score -1589270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -1589273.125000 Penalty: 947.082520
	Iteration 65Q: 3 clusters Score -1589273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -1589282.375000 Penalty: 947.082520
	Iteration 66Q: 3 clusters Score -1589282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -1589292.625000 Penalty: 947.082520
	Iteration 67Q: 3 clusters Score -1589293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -1589308.375000 Penalty: 947.082520
	Iteration 68Q: 3 clusters Score -1589308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1589320.375000 Penalty: 947.082520
	Iteration 69Q: 3 clusters Score -1589320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -1589325.875000 Penalty: 947.082520
	Iteration 70Q: 3 clusters Score -1589326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -1589341.625000 Penalty: 947.082520
	Iteration 71Q: 3 clusters Score -1589342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -1589354.625000 Penalty: 947.082520
	Iteration 72Q: 3 clusters Score -1589355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -1589371.625000 Penalty: 947.082520
	Iteration 73Q: 3 clusters Score -1589372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -1589387.000000 Penalty: 947.082520
	Iteration 74Q: 3 clusters Score -1589387 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -1589400.750000 Penalty: 947.082520
	Iteration 75Q: 3 clusters Score -1589401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -1589409.875000 Penalty: 947.082520
	Iteration 76Q: 3 clusters Score -1589410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -1589421.000000 Penalty: 947.082520
	Iteration 77Q: 3 clusters Score -1589421 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -1589434.625000 Penalty: 947.082520
	Iteration 78Q: 3 clusters Score -1589435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1589447.250000 Penalty: 947.082520
	Iteration 79Q: 3 clusters Score -1589447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -1589455.125000 Penalty: 947.082520
	Iteration 80F: 3 clusters Score -1589455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -1589461.125000 Penalty: 947.082520
	Iteration 81Q: 3 clusters Score -1589461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -1589475.125000 Penalty: 947.082520
	Iteration 82Q: 3 clusters Score -1589475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1589484.875000 Penalty: 947.082520
	Iteration 83Q: 3 clusters Score -1589485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -1589483.750000 Penalty: 947.082520
	Iteration 84Q: 3 clusters Score -1589484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -1589485.000000 Penalty: 947.082520
	Iteration 85Q: 3 clusters Score -1589485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -1589489.875000 Penalty: 947.082520
	Iteration 86Q: 3 clusters Score -1589490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -1589491.750000 Penalty: 947.082520
	Iteration 87Q: 3 clusters Score -1589492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -1589493.750000 Penalty: 947.082520
	Iteration 88Q: 3 clusters Score -1589494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -1589495.625000 Penalty: 947.082520
	Iteration 89Q: 3 clusters Score -1589496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -1589492.375000 Penalty: 947.082520
	Iteration 90Q: 3 clusters Score -1589492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -1589493.375000 Penalty: 947.082520
	Iteration 91Q: 3 clusters Score -1589493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -1589493.500000 Penalty: 947.082520
	Iteration 92Q: 3 clusters Score -1589494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -1589497.500000 Penalty: 947.082520
	Iteration 93Q: 3 clusters Score -1589498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -1589507.750000 Penalty: 947.082520
	Iteration 94Q: 3 clusters Score -1589508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -1589513.750000 Penalty: 947.082520
	Iteration 95Q: 3 clusters Score -1589514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -1589514.375000 Penalty: 947.082520
	Iteration 96Q: 3 clusters Score -1589514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -1589520.750000 Penalty: 947.082520
	Iteration 97Q: 3 clusters Score -1589521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -1589527.750000 Penalty: 947.082520
	Iteration 98Q: 3 clusters Score -1589528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -1589533.375000 Penalty: 947.082520
	Iteration 99Q: 3 clusters Score -1589533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -1589534.000000 Penalty: 947.082520
	Iteration 100F: 3 clusters Score -1589534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -1589539.375000 Penalty: 947.082520
	Iteration 101Q: 3 clusters Score -1589539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -1589540.500000 Penalty: 947.082520
	Iteration 102Q: 3 clusters Score -1589540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -1589551.000000 Penalty: 947.082520
	Iteration 103Q: 3 clusters Score -1589551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -1589546.625000 Penalty: 947.082520
	Iteration 104Q: 3 clusters Score -1589547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -1589546.375000 Penalty: 947.082520
	Iteration 105Q: 3 clusters Score -1589546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -1589551.125000 Penalty: 947.082520
	Iteration 106Q: 3 clusters Score -1589551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -1589555.250000 Penalty: 947.082520
	Iteration 107Q: 3 clusters Score -1589555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -1589558.875000 Penalty: 947.082520
	Iteration 108Q: 3 clusters Score -1589559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -1589562.250000 Penalty: 947.082520
	Iteration 109Q: 3 clusters Score -1589562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -1589566.875000 Penalty: 947.082520
	Iteration 110Q: 3 clusters Score -1589567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -1589569.375000 Penalty: 947.082520
	Iteration 111Q: 3 clusters Score -1589569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -1589581.625000 Penalty: 947.082520
	Iteration 112Q: 3 clusters Score -1589582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -1589593.375000 Penalty: 947.082520
	Iteration 113Q: 3 clusters Score -1589593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -1589606.500000 Penalty: 947.082520
	Iteration 114Q: 3 clusters Score -1589606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -1589613.625000 Penalty: 947.082520
	Iteration 115Q: 3 clusters Score -1589614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -1589621.125000 Penalty: 947.082520
	Iteration 116Q: 3 clusters Score -1589621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -1589626.500000 Penalty: 947.082520
	Iteration 117Q: 3 clusters Score -1589626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -1589631.500000 Penalty: 947.082520
	Iteration 118Q: 3 clusters Score -1589632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -1589634.875000 Penalty: 947.082520
	Iteration 119Q: 3 clusters Score -1589635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -1589634.500000 Penalty: 947.082520
	Iteration 120F: 3 clusters Score -1589634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -1589636.250000 Penalty: 947.082520
	Iteration 121Q: 3 clusters Score -1589636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -1589636.625000 Penalty: 947.082520
	Iteration 122Q: 3 clusters Score -1589637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -1589642.125000 Penalty: 947.082520
	Iteration 123Q: 3 clusters Score -1589642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -1589645.000000 Penalty: 947.082520
	Iteration 124Q: 3 clusters Score -1589645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -1589647.625000 Penalty: 947.082520
	Iteration 125Q: 3 clusters Score -1589648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -1589649.875000 Penalty: 947.082520
	Iteration 126Q: 3 clusters Score -1589650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -1589656.375000 Penalty: 947.082520
	Iteration 127Q: 3 clusters Score -1589656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -1589655.500000 Penalty: 947.082520
	Iteration 128Q: 3 clusters Score -1589656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -1589656.250000 Penalty: 947.082520
	Iteration 129Q: 3 clusters Score -1589656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -1589655.000000 Penalty: 947.082520
	Iteration 130Q: 3 clusters Score -1589655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -1589655.375000 Penalty: 947.082520
	Iteration 131Q: 3 clusters Score -1589655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1589656.500000 Penalty: 947.082520
	Iteration 132Q: 3 clusters Score -1589656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1589655.875000 Penalty: 947.082520
	Iteration 133Q: 3 clusters Score -1589656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -1589654.000000 Penalty: 947.082520
	Iteration 134Q: 3 clusters Score -1589654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -1589656.000000 Penalty: 947.082520
	Iteration 135Q: 3 clusters Score -1589656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -1589657.250000 Penalty: 947.082520
	Iteration 136Q: 3 clusters Score -1589657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -1589655.125000 Penalty: 947.082520
	Iteration 137Q: 3 clusters Score -1589655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -1589656.375000 Penalty: 947.082520
	Iteration 138Q: 3 clusters Score -1589656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -1589656.000000 Penalty: 947.082520
	Iteration 139Q: 3 clusters Score -1589656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -1589657.625000 Penalty: 947.082520
	Iteration 140F: 3 clusters Score -1589658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -1589657.625000 Penalty: 947.082520
	Iteration 141Q: 3 clusters Score -1589658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -1589657.500000 Penalty: 947.082520
	Iteration 142Q: 3 clusters Score -1589658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -1589656.500000 Penalty: 947.082520
	Iteration 143Q: 3 clusters Score -1589656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -1589657.250000 Penalty: 947.082520
	Iteration 144Q: 3 clusters Score -1589657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -1589657.875000 Penalty: 947.082520
	Iteration 145Q: 3 clusters Score -1589658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -1589661.125000 Penalty: 947.082520
	Iteration 146Q: 3 clusters Score -1589661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -1589663.000000 Penalty: 947.082520
	Iteration 147Q: 3 clusters Score -1589663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -1589661.750000 Penalty: 947.082520
	Iteration 148Q: 3 clusters Score -1589662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -1589662.750000 Penalty: 947.082520
	Iteration 149Q: 3 clusters Score -1589663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -1589663.500000 Penalty: 947.082520
	Iteration 150Q: 3 clusters Score -1589664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -1589661.875000 Penalty: 947.082520
	Iteration 151Q: 3 clusters Score -1589662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -1589664.375000 Penalty: 947.082520
	Iteration 152Q: 3 clusters Score -1589664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -1589665.250000 Penalty: 947.082520
	Iteration 153Q: 3 clusters Score -1589665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -1589664.000000 Penalty: 947.082520
	Iteration 154Q: 3 clusters Score -1589664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -1589668.125000 Penalty: 947.082520
	Iteration 155Q: 3 clusters Score -1589668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -1589670.250000 Penalty: 947.082520
	Iteration 156Q: 3 clusters Score -1589670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -1589674.125000 Penalty: 947.082520
	Iteration 157Q: 3 clusters Score -1589674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -1589672.375000 Penalty: 947.082520
	Iteration 158Q: 3 clusters Score -1589672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -1589673.500000 Penalty: 947.082520
	Iteration 159Q: 3 clusters Score -1589674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -1589673.875000 Penalty: 947.082520
	Iteration 160F: 3 clusters Score -1589674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -1589677.000000 Penalty: 947.082520
	Iteration 161Q: 3 clusters Score -1589677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -1589676.250000 Penalty: 947.082520
	Iteration 162Q: 3 clusters Score -1589676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -1589676.125000 Penalty: 947.082520
	Iteration 163Q: 3 clusters Score -1589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -1589676.000000 Penalty: 947.082520
	Iteration 164Q: 3 clusters Score -1589676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -1589675.000000 Penalty: 947.082520
	Iteration 165Q: 3 clusters Score -1589675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -1589675.500000 Penalty: 947.082520
	Iteration 166Q: 3 clusters Score -1589676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -1589675.125000 Penalty: 947.082520
	Iteration 167Q: 3 clusters Score -1589675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -1589675.125000 Penalty: 947.082520
	Iteration 168Q: 3 clusters Score -1589675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -1589676.250000 Penalty: 947.082520
	Iteration 169Q: 3 clusters Score -1589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -1589675.500000 Penalty: 947.082520
	Iteration 170Q: 3 clusters Score -1589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -1589676.875000 Penalty: 947.082520
	Iteration 171Q: 3 clusters Score -1589677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -1589676.250000 Penalty: 947.082520
	Iteration 172Q: 3 clusters Score -1589676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1589677.500000 Penalty: 947.082520
	Iteration 173Q: 3 clusters Score -1589678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1589677.500000 Penalty: 947.082520
	Iteration 174F: 3 clusters Score -1589678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34931.597656 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34931.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -35251.582031 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35251.58 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35380.898438 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35380.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35471.199219 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35471.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35528.058594 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35528.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -35575.390625 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -35575.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -35628.531250 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -35628.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -35666.023438 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -35666.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -35698.550781 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35698.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35720.917969 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35720.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -35733.656250 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35733.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -35740.058594 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35740.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -35740.058594 Penalty: 618.205444
	Iteration 12F: 3 clusters Score -35740.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 174646 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 33107 members 
Mstep: Class 5 contains 42 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 103584 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3556 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76137 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Mstep: Class 28 contains 850 members 
Entering Unmasked Estep 
Score: -23235540.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23235750.000000 to -23235540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -178172.875000 Penalty: 378.713165
	Iteration 0F: 2 clusters Score -178172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -175429.078125 Penalty: 757.426331
	Iteration 0F: 3 clusters Score -175429.1 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -176425.312500 Penalty: 757.426331
	Iteration 1F: 3 clusters Score -176425.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -176503.484375 Penalty: 757.426331
	Iteration 2F: 3 clusters Score -176503.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -176555.562500 Penalty: 757.426331
	Iteration 3Q: 3 clusters Score -176555.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -176589.843750 Penalty: 757.426331
	Iteration 4Q: 3 clusters Score -176589.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -176618.515625 Penalty: 757.426331
	Iteration 5Q: 3 clusters Score -176618.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -176640.281250 Penalty: 757.426331
	Iteration 6Q: 3 clusters Score -176640.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -176659.890625 Penalty: 757.426331
	Iteration 7Q: 3 clusters Score -176659.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -176679.375000 Penalty: 757.426331
	Iteration 8Q: 3 clusters Score -176679.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -176699.437500 Penalty: 757.426331
	Iteration 9Q: 3 clusters Score -176699.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -176727.234375 Penalty: 757.426331
	Iteration 10Q: 3 clusters Score -176727.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -176766.625000 Penalty: 757.426331
	Iteration 11Q: 3 clusters Score -176766.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -176809.109375 Penalty: 757.426331
	Iteration 12Q: 3 clusters Score -176809.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -176856.484375 Penalty: 757.426331
	Iteration 13Q: 3 clusters Score -176856.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -176914.281250 Penalty: 757.426331
	Iteration 14Q: 3 clusters Score -176914.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -176984.390625 Penalty: 757.426331
	Iteration 15Q: 3 clusters Score -176984.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -177048.312500 Penalty: 757.426331
	Iteration 16Q: 3 clusters Score -177048.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -177092.859375 Penalty: 757.426331
	Iteration 17Q: 3 clusters Score -177092.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -177124.484375 Penalty: 757.426331
	Iteration 18Q: 3 clusters Score -177124.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -177156.234375 Penalty: 757.426331
	Iteration 19Q: 3 clusters Score -177156.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -177178.531250 Penalty: 757.426331
	Iteration 20F: 3 clusters Score -177178.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -177197.906250 Penalty: 757.426331
	Iteration 21Q: 3 clusters Score -177197.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -177217.343750 Penalty: 757.426331
	Iteration 22Q: 3 clusters Score -177217.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -177233.531250 Penalty: 757.426331
	Iteration 23Q: 3 clusters Score -177233.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -177247.562500 Penalty: 757.426331
	Iteration 24Q: 3 clusters Score -177247.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -177262.312500 Penalty: 757.426331
	Iteration 25Q: 3 clusters Score -177262.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -177277.593750 Penalty: 757.426331
	Iteration 26Q: 3 clusters Score -177277.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -177291.171875 Penalty: 757.426331
	Iteration 27Q: 3 clusters Score -177291.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -177303.968750 Penalty: 757.426331
	Iteration 28Q: 3 clusters Score -177304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -177312.453125 Penalty: 757.426331
	Iteration 29Q: 3 clusters Score -177312.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -177321.968750 Penalty: 757.426331
	Iteration 30Q: 3 clusters Score -177322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -177332.250000 Penalty: 757.426331
	Iteration 31Q: 3 clusters Score -177332.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -177339.687500 Penalty: 757.426331
	Iteration 32Q: 3 clusters Score -177339.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -177351.046875 Penalty: 757.426331
	Iteration 33Q: 3 clusters Score -177351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -177362.609375 Penalty: 757.426331
	Iteration 34Q: 3 clusters Score -177362.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -177372.375000 Penalty: 757.426331
	Iteration 35Q: 3 clusters Score -177372.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -177383.390625 Penalty: 757.426331
	Iteration 36Q: 3 clusters Score -177383.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -177395.875000 Penalty: 757.426331
	Iteration 37Q: 3 clusters Score -177395.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -177402.546875 Penalty: 757.426331
	Iteration 38Q: 3 clusters Score -177402.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -177411.390625 Penalty: 757.426331
	Iteration 39Q: 3 clusters Score -177411.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -177424.031250 Penalty: 757.426331
	Iteration 40F: 3 clusters Score -177424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -177437.250000 Penalty: 757.426331
	Iteration 41Q: 3 clusters Score -177437.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -177450.468750 Penalty: 757.426331
	Iteration 42Q: 3 clusters Score -177450.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -177465.093750 Penalty: 757.426331
	Iteration 43Q: 3 clusters Score -177465.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -177482.390625 Penalty: 757.426331
	Iteration 44Q: 3 clusters Score -177482.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -177501.203125 Penalty: 757.426331
	Iteration 45Q: 3 clusters Score -177501.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -177520.140625 Penalty: 757.426331
	Iteration 46Q: 3 clusters Score -177520.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -177536.156250 Penalty: 757.426331
	Iteration 47Q: 3 clusters Score -177536.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -177557.484375 Penalty: 757.426331
	Iteration 48Q: 3 clusters Score -177557.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -177577.796875 Penalty: 757.426331
	Iteration 49Q: 3 clusters Score -177577.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -177601.765625 Penalty: 757.426331
	Iteration 50Q: 3 clusters Score -177601.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -177626.406250 Penalty: 757.426331
	Iteration 51Q: 3 clusters Score -177626.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -177653.031250 Penalty: 757.426331
	Iteration 52Q: 3 clusters Score -177653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -177674.609375 Penalty: 757.426331
	Iteration 53Q: 3 clusters Score -177674.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -177701.703125 Penalty: 757.426331
	Iteration 54Q: 3 clusters Score -177701.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -177723.437500 Penalty: 757.426331
	Iteration 55Q: 3 clusters Score -177723.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -177743.671875 Penalty: 757.426331
	Iteration 56Q: 3 clusters Score -177743.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -177763.453125 Penalty: 757.426331
	Iteration 57Q: 3 clusters Score -177763.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -177780.640625 Penalty: 757.426331
	Iteration 58Q: 3 clusters Score -177780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -177796.328125 Penalty: 757.426331
	Iteration 59Q: 3 clusters Score -177796.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -177806.968750 Penalty: 757.426331
	Iteration 60F: 3 clusters Score -177807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -177814.453125 Penalty: 757.426331
	Iteration 61Q: 3 clusters Score -177814.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -177817.765625 Penalty: 757.426331
	Iteration 62Q: 3 clusters Score -177817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -177825.046875 Penalty: 757.426331
	Iteration 63Q: 3 clusters Score -177825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -177828.671875 Penalty: 757.426331
	Iteration 64Q: 3 clusters Score -177828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -177829.921875 Penalty: 757.426331
	Iteration 65Q: 3 clusters Score -177829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -177829.968750 Penalty: 757.426331
	Iteration 66Q: 3 clusters Score -177830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -177831.812500 Penalty: 757.426331
	Iteration 67Q: 3 clusters Score -177831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -177831.812500 Penalty: 757.426331
	Iteration 68F: 3 clusters Score -177831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11566.715820 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11566.72 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11654.982422 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11654.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11682.231445 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11682.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11694.365234 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -11694.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11699.059570 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11699.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11703.392578 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11703.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11707.796875 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11713.181641 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -11713.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11717.018555 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -11717.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11718.741211 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -11718.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11720.083984 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -11720.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11721.325195 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -11721.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11721.325195 Penalty: 519.044189
	Iteration 12F: 3 clusters Score -11721.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Entering Unmasked Estep 
Score: -1400243.000000 Penalty: 471.775757
	Iteration 0F: 2 clusters Score -1400243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1378819.375000 Penalty: 943.551514
	Iteration 0F: 3 clusters Score -1378819 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1387822.375000 Penalty: 943.551514
	Iteration 1F: 3 clusters Score -1387822 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1388453.875000 Penalty: 943.551514
	Iteration 2Q: 3 clusters Score -1388454 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1389273.250000 Penalty: 943.551514
	Iteration 3F: 3 clusters Score -1389273 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1390171.750000 Penalty: 943.551514
	Iteration 4F: 3 clusters Score -1390172 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1391030.750000 Penalty: 943.551514
	Iteration 5F: 3 clusters Score -1391031 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1391715.875000 Penalty: 943.551514
	Iteration 6F: 3 clusters Score -1391716 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1392163.125000 Penalty: 943.551514
	Iteration 7Q: 3 clusters Score -1392163 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1392441.125000 Penalty: 943.551514
	Iteration 8Q: 3 clusters Score -1392441 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1392610.125000 Penalty: 943.551514
	Iteration 9Q: 3 clusters Score -1392610 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1392783.125000 Penalty: 943.551514
	Iteration 10Q: 3 clusters Score -1392783 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1392966.375000 Penalty: 943.551514
	Iteration 11Q: 3 clusters Score -1392966 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1393176.875000 Penalty: 943.551514
	Iteration 12Q: 3 clusters Score -1393177 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1393448.375000 Penalty: 943.551514
	Iteration 13Q: 3 clusters Score -1393448 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1393667.375000 Penalty: 943.551514
	Iteration 14Q: 3 clusters Score -1393667 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1393844.250000 Penalty: 943.551514
	Iteration 15Q: 3 clusters Score -1393844 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1393977.250000 Penalty: 943.551514
	Iteration 16Q: 3 clusters Score -1393977 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1394108.000000 Penalty: 943.551514
	Iteration 17Q: 3 clusters Score -1394108 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1394223.625000 Penalty: 943.551514
	Iteration 18Q: 3 clusters Score -1394224 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1394334.000000 Penalty: 943.551514
	Iteration 19Q: 3 clusters Score -1394334 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1394454.750000 Penalty: 943.551514
	Iteration 20F: 3 clusters Score -1394455 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1394599.625000 Penalty: 943.551514
	Iteration 21Q: 3 clusters Score -1394600 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1394745.500000 Penalty: 943.551514
	Iteration 22Q: 3 clusters Score -1394746 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1394918.125000 Penalty: 943.551514
	Iteration 23Q: 3 clusters Score -1394918 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1395073.250000 Penalty: 943.551514
	Iteration 24Q: 3 clusters Score -1395073 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1395232.125000 Penalty: 943.551514
	Iteration 25Q: 3 clusters Score -1395232 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1395424.625000 Penalty: 943.551514
	Iteration 26Q: 3 clusters Score -1395425 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1395605.625000 Penalty: 943.551514
	Iteration 27Q: 3 clusters Score -1395606 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1395799.125000 Penalty: 943.551514
	Iteration 28Q: 3 clusters Score -1395799 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1396000.250000 Penalty: 943.551514
	Iteration 29Q: 3 clusters Score -1396000 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1396197.875000 Penalty: 943.551514
	Iteration 30Q: 3 clusters Score -1396198 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1396398.125000 Penalty: 943.551514
	Iteration 31Q: 3 clusters Score -1396398 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1396618.625000 Penalty: 943.551514
	Iteration 32Q: 3 clusters Score -1396619 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1396822.625000 Penalty: 943.551514
	Iteration 33Q: 3 clusters Score -1396823 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1397032.375000 Penalty: 943.551514
	Iteration 34Q: 3 clusters Score -1397032 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1397266.875000 Penalty: 943.551514
	Iteration 35Q: 3 clusters Score -1397267 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1397520.250000 Penalty: 943.551514
	Iteration 36Q: 3 clusters Score -1397520 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1397750.750000 Penalty: 943.551514
	Iteration 37Q: 3 clusters Score -1397751 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1397966.000000 Penalty: 943.551514
	Iteration 38Q: 3 clusters Score -1397966 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1398212.375000 Penalty: 943.551514
	Iteration 39Q: 3 clusters Score -1398212 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1398464.750000 Penalty: 943.551514
	Iteration 40F: 3 clusters Score -1398465 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1398716.500000 Penalty: 943.551514
	Iteration 41Q: 3 clusters Score -1398716 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1398970.500000 Penalty: 943.551514
	Iteration 42Q: 3 clusters Score -1398970 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1399230.500000 Penalty: 943.551514
	Iteration 43Q: 3 clusters Score -1399230 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1399477.625000 Penalty: 943.551514
	Iteration 44Q: 3 clusters Score -1399478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1399667.625000 Penalty: 943.551514
	Iteration 45Q: 3 clusters Score -1399668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1399796.500000 Penalty: 943.551514
	Iteration 46Q: 3 clusters Score -1399796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1399889.500000 Penalty: 943.551514
	Iteration 47Q: 3 clusters Score -1399890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1399940.375000 Penalty: 943.551514
	Iteration 48Q: 3 clusters Score -1399940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1399973.750000 Penalty: 943.551514
	Iteration 49Q: 3 clusters Score -1399974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1399987.875000 Penalty: 943.551514
	Iteration 50Q: 3 clusters Score -1399988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1400001.125000 Penalty: 943.551514
	Iteration 51Q: 3 clusters Score -1400001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1400012.625000 Penalty: 943.551514
	Iteration 52Q: 3 clusters Score -1400013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1400016.500000 Penalty: 943.551514
	Iteration 53Q: 3 clusters Score -1400016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1400017.375000 Penalty: 943.551514
	Iteration 54Q: 3 clusters Score -1400017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1400022.000000 Penalty: 943.551514
	Iteration 55Q: 3 clusters Score -1400022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1400023.250000 Penalty: 943.551514
	Iteration 56Q: 3 clusters Score -1400023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1400030.750000 Penalty: 943.551514
	Iteration 57Q: 3 clusters Score -1400031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1400030.625000 Penalty: 943.551514
	Iteration 58Q: 3 clusters Score -1400031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1400032.125000 Penalty: 943.551514
	Iteration 59Q: 3 clusters Score -1400032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1400034.625000 Penalty: 943.551514
	Iteration 60F: 3 clusters Score -1400035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1400033.875000 Penalty: 943.551514
	Iteration 61Q: 3 clusters Score -1400034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1400033.750000 Penalty: 943.551514
	Iteration 62Q: 3 clusters Score -1400034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1400033.750000 Penalty: 943.551514
	Iteration 63F: 3 clusters Score -1400034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -102172.015625 Penalty: 353.583557
	Iteration 0F: 2 clusters Score -102172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -100504.085938 Penalty: 707.167114
	Iteration 0F: 3 clusters Score -100504.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -101060.234375 Penalty: 707.167114
	Iteration 1F: 3 clusters Score -101060.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -101179.468750 Penalty: 707.167114
	Iteration 2F: 3 clusters Score -101179.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -101298.750000 Penalty: 707.167114
	Iteration 3F: 3 clusters Score -101298.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101437.898438 Penalty: 707.167114
	Iteration 4F: 3 clusters Score -101437.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101553.789062 Penalty: 707.167114
	Iteration 5F: 3 clusters Score -101553.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101650.078125 Penalty: 707.167114
	Iteration 6Q: 3 clusters Score -101650.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101716.492188 Penalty: 707.167114
	Iteration 7Q: 3 clusters Score -101716.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101763.757812 Penalty: 707.167114
	Iteration 8Q: 3 clusters Score -101763.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101786.242188 Penalty: 707.167114
	Iteration 9Q: 3 clusters Score -101786.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101806.742188 Penalty: 707.167114
	Iteration 10Q: 3 clusters Score -101806.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101823.671875 Penalty: 707.167114
	Iteration 11Q: 3 clusters Score -101823.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101837.562500 Penalty: 707.167114
	Iteration 12Q: 3 clusters Score -101837.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101855.539062 Penalty: 707.167114
	Iteration 13Q: 3 clusters Score -101855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -101866.914062 Penalty: 707.167114
	Iteration 14Q: 3 clusters Score -101866.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101875.640625 Penalty: 707.167114
	Iteration 15Q: 3 clusters Score -101875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -101883.898438 Penalty: 707.167114
	Iteration 16Q: 3 clusters Score -101883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -101892.960938 Penalty: 707.167114
	Iteration 17Q: 3 clusters Score -101893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -101895.335938 Penalty: 707.167114
	Iteration 18Q: 3 clusters Score -101895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -101901.875000 Penalty: 707.167114
	Iteration 19Q: 3 clusters Score -101901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -101904.156250 Penalty: 707.167114
	Iteration 20F: 3 clusters Score -101904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -101905.718750 Penalty: 707.167114
	Iteration 21Q: 3 clusters Score -101905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -101907.867188 Penalty: 707.167114
	Iteration 22Q: 3 clusters Score -101907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -101909.328125 Penalty: 707.167114
	Iteration 23Q: 3 clusters Score -101909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -101909.921875 Penalty: 707.167114
	Iteration 24Q: 3 clusters Score -101909.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -101910.453125 Penalty: 707.167114
	Iteration 25Q: 3 clusters Score -101910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101911.164062 Penalty: 707.167114
	Iteration 26Q: 3 clusters Score -101911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101911.546875 Penalty: 707.167114
	Iteration 27Q: 3 clusters Score -101911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101913.187500 Penalty: 707.167114
	Iteration 28Q: 3 clusters Score -101913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -101914.562500 Penalty: 707.167114
	Iteration 29Q: 3 clusters Score -101914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -101914.781250 Penalty: 707.167114
	Iteration 30Q: 3 clusters Score -101914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -101914.914062 Penalty: 707.167114
	Iteration 31Q: 3 clusters Score -101914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -101915.273438 Penalty: 707.167114
	Iteration 32Q: 3 clusters Score -101915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -101915.273438 Penalty: 707.167114
	Iteration 33F: 3 clusters Score -101915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Entering Unmasked Estep 
Score: -4862122.000000 Penalty: 525.440308
	Iteration 0F: 2 clusters Score -4862122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -4792844.500000 Penalty: 1050.880615
	Iteration 0F: 3 clusters Score -4792844 nChanged 50651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -4823042.000000 Penalty: 1050.880615
	Iteration 1F: 3 clusters Score -4823042 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -4824076.500000 Penalty: 1050.880615
	Iteration 2Q: 3 clusters Score -4824076 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -4825561.500000 Penalty: 1050.880615
	Iteration 3Q: 3 clusters Score -4825562 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -4827462.000000 Penalty: 1050.880615
	Iteration 4Q: 3 clusters Score -4827462 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -4830280.500000 Penalty: 1050.880615
	Iteration 5Q: 3 clusters Score -4830280 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -4834180.500000 Penalty: 1050.880615
	Iteration 6F: 3 clusters Score -4834180 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -4839502.500000 Penalty: 1050.880615
	Iteration 7F: 3 clusters Score -4839502 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -4845683.500000 Penalty: 1050.880615
	Iteration 8F: 3 clusters Score -4845684 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -4851618.000000 Penalty: 1050.880615
	Iteration 9F: 3 clusters Score -4851618 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -4856150.500000 Penalty: 1050.880615
	Iteration 10F: 3 clusters Score -4856150 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -4859107.000000 Penalty: 1050.880615
	Iteration 11Q: 3 clusters Score -4859107 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 102285 members 
Entering Unmasked Estep 
Score: -4860577.000000 Penalty: 1050.880615
	Iteration 12Q: 3 clusters Score -4860577 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -4861173.500000 Penalty: 1050.880615
	Iteration 13Q: 3 clusters Score -4861174 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 103279 members 
Entering Unmasked Estep 
Score: -4861432.000000 Penalty: 1050.880615
	Iteration 14Q: 3 clusters Score -4861432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -4861555.500000 Penalty: 1050.880615
	Iteration 15Q: 3 clusters Score -4861556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -4861609.000000 Penalty: 1050.880615
	Iteration 16Q: 3 clusters Score -4861609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -4861629.000000 Penalty: 1050.880615
	Iteration 17Q: 3 clusters Score -4861629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -4861641.500000 Penalty: 1050.880615
	Iteration 18Q: 3 clusters Score -4861642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -4861649.000000 Penalty: 1050.880615
	Iteration 19Q: 3 clusters Score -4861649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -4861655.500000 Penalty: 1050.880615
	Iteration 20F: 3 clusters Score -4861656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -4861662.000000 Penalty: 1050.880615
	Iteration 21Q: 3 clusters Score -4861662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -4861663.500000 Penalty: 1050.880615
	Iteration 22Q: 3 clusters Score -4861664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103482 members 
Entering Unmasked Estep 
Score: -4861664.500000 Penalty: 1050.880615
	Iteration 23Q: 3 clusters Score -4861664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -4861666.500000 Penalty: 1050.880615
	Iteration 24Q: 3 clusters Score -4861666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -4861664.000000 Penalty: 1050.880615
	Iteration 25Q: 3 clusters Score -4861664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -4861667.500000 Penalty: 1050.880615
	Iteration 26Q: 3 clusters Score -4861668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -4861667.500000 Penalty: 1050.880615
	Iteration 27F: 3 clusters Score -4861668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -64406.988281 Penalty: 330.161530
	Iteration 0F: 2 clusters Score -64406.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -63346.167969 Penalty: 660.323059
	Iteration 0F: 3 clusters Score -63346.17 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63709.234375 Penalty: 660.323059
	Iteration 1F: 3 clusters Score -63709.23 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63794.675781 Penalty: 660.323059
	Iteration 2F: 3 clusters Score -63794.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63871.621094 Penalty: 660.323059
	Iteration 3F: 3 clusters Score -63871.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63936.925781 Penalty: 660.323059
	Iteration 4F: 3 clusters Score -63936.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63994.921875 Penalty: 660.323059
	Iteration 5Q: 3 clusters Score -63994.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -64041.062500 Penalty: 660.323059
	Iteration 6Q: 3 clusters Score -64041.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -64084.011719 Penalty: 660.323059
	Iteration 7Q: 3 clusters Score -64084.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64107.929688 Penalty: 660.323059
	Iteration 8Q: 3 clusters Score -64107.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -64122.816406 Penalty: 660.323059
	Iteration 9Q: 3 clusters Score -64122.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -64131.992188 Penalty: 660.323059
	Iteration 10Q: 3 clusters Score -64131.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -64139.503906 Penalty: 660.323059
	Iteration 11Q: 3 clusters Score -64139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -64141.191406 Penalty: 660.323059
	Iteration 12Q: 3 clusters Score -64141.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -64143.300781 Penalty: 660.323059
	Iteration 13Q: 3 clusters Score -64143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -64144.527344 Penalty: 660.323059
	Iteration 14Q: 3 clusters Score -64144.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -64147.191406 Penalty: 660.323059
	Iteration 15Q: 3 clusters Score -64147.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -64150.183594 Penalty: 660.323059
	Iteration 16Q: 3 clusters Score -64150.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -64150.574219 Penalty: 660.323059
	Iteration 17Q: 3 clusters Score -64150.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -64150.574219 Penalty: 660.323059
	Iteration 18F: 3 clusters Score -64150.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -39287.566406 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -39287.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -38499.625000 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -38499.62 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38773.253906 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -38773.25 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38934.007812 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -38934.01 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39059.062500 Penalty: 624.224976
	Iteration 3F: 3 clusters Score -39059.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39144.292969 Penalty: 624.224976
	Iteration 4F: 3 clusters Score -39144.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39188.019531 Penalty: 624.224976
	Iteration 5Q: 3 clusters Score -39188.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39202.652344 Penalty: 624.224976
	Iteration 6Q: 3 clusters Score -39202.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39207.597656 Penalty: 624.224976
	Iteration 7Q: 3 clusters Score -39207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39209.164062 Penalty: 624.224976
	Iteration 8Q: 3 clusters Score -39209.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39210.117188 Penalty: 624.224976
	Iteration 9Q: 3 clusters Score -39210.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39210.515625 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -39210.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39212.257812 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -39212.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39214.128906 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -39214.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39216.179688 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -39216.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39216.179688 Penalty: 624.224976
	Iteration 14F: 3 clusters Score -39216.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -9944.404297 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -9944.404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9682.039062 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -9682.039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9854.368164 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -9854.368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9902.185547 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -9902.186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9918.840820 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -9918.841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9931.902344 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -9931.902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9932.781250 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -9932.781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9932.781250 Penalty: 511.785614
	Iteration 6F: 3 clusters Score -9932.781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6068.046387 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6068.046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6140.068359 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6140.068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6180.852539 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6180.853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6190.344238 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6190.344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6191.205566 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6191.206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6191.205566 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -6191.206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Entering Unmasked Estep 
Score: -174553.921875 Penalty: 372.025818
	Iteration 0F: 2 clusters Score -174553.9 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 1734 members 
Entering Unmasked Estep 
Score: -172139.453125 Penalty: 744.051636
	Iteration 0F: 3 clusters Score -172139.5 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -173078.015625 Penalty: 744.051636
	Iteration 1F: 3 clusters Score -173078 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -173221.140625 Penalty: 744.051636
	Iteration 2F: 3 clusters Score -173221.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173393.562500 Penalty: 744.051636
	Iteration 3F: 3 clusters Score -173393.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173575.562500 Penalty: 744.051636
	Iteration 4F: 3 clusters Score -173575.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -173765.453125 Penalty: 744.051636
	Iteration 5F: 3 clusters Score -173765.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -173926.984375 Penalty: 744.051636
	Iteration 6Q: 3 clusters Score -173927 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -174040.718750 Penalty: 744.051636
	Iteration 7Q: 3 clusters Score -174040.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -174095.734375 Penalty: 744.051636
	Iteration 8Q: 3 clusters Score -174095.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -174130.656250 Penalty: 744.051636
	Iteration 9Q: 3 clusters Score -174130.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -174165.265625 Penalty: 744.051636
	Iteration 10Q: 3 clusters Score -174165.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -174188.671875 Penalty: 744.051636
	Iteration 11Q: 3 clusters Score -174188.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -174203.281250 Penalty: 744.051636
	Iteration 12Q: 3 clusters Score -174203.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174214.937500 Penalty: 744.051636
	Iteration 13Q: 3 clusters Score -174214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -174226.078125 Penalty: 744.051636
	Iteration 14Q: 3 clusters Score -174226.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -174237.531250 Penalty: 744.051636
	Iteration 15Q: 3 clusters Score -174237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -174244.140625 Penalty: 744.051636
	Iteration 16Q: 3 clusters Score -174244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -174247.812500 Penalty: 744.051636
	Iteration 17Q: 3 clusters Score -174247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -174250.781250 Penalty: 744.051636
	Iteration 18Q: 3 clusters Score -174250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -174253.390625 Penalty: 744.051636
	Iteration 19Q: 3 clusters Score -174253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -174255.031250 Penalty: 744.051636
	Iteration 20F: 3 clusters Score -174255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -174256.984375 Penalty: 744.051636
	Iteration 21Q: 3 clusters Score -174257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -174258.156250 Penalty: 744.051636
	Iteration 22Q: 3 clusters Score -174258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -174259.031250 Penalty: 744.051636
	Iteration 23Q: 3 clusters Score -174259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -174260.281250 Penalty: 744.051636
	Iteration 24Q: 3 clusters Score -174260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -174261.203125 Penalty: 744.051636
	Iteration 25Q: 3 clusters Score -174261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -174262.000000 Penalty: 744.051636
	Iteration 26Q: 3 clusters Score -174262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -174262.671875 Penalty: 744.051636
	Iteration 27Q: 3 clusters Score -174262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -174262.812500 Penalty: 744.051636
	Iteration 28Q: 3 clusters Score -174262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -174263.875000 Penalty: 744.051636
	Iteration 29Q: 3 clusters Score -174263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -174265.718750 Penalty: 744.051636
	Iteration 30Q: 3 clusters Score -174265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -174266.390625 Penalty: 744.051636
	Iteration 31Q: 3 clusters Score -174266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -174266.390625 Penalty: 744.051636
	Iteration 32F: 3 clusters Score -174266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -148107.812500 Penalty: 364.076904
	Iteration 0F: 2 clusters Score -148107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -146064.890625 Penalty: 728.153809
	Iteration 0F: 3 clusters Score -146064.9 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -146728.921875 Penalty: 728.153809
	Iteration 1F: 3 clusters Score -146728.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -146842.515625 Penalty: 728.153809
	Iteration 2F: 3 clusters Score -146842.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -146945.953125 Penalty: 728.153809
	Iteration 3F: 3 clusters Score -146946 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147052.296875 Penalty: 728.153809
	Iteration 4F: 3 clusters Score -147052.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -147159.531250 Penalty: 728.153809
	Iteration 5F: 3 clusters Score -147159.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147241.437500 Penalty: 728.153809
	Iteration 6Q: 3 clusters Score -147241.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147313.453125 Penalty: 728.153809
	Iteration 7Q: 3 clusters Score -147313.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147370.234375 Penalty: 728.153809
	Iteration 8Q: 3 clusters Score -147370.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147421.515625 Penalty: 728.153809
	Iteration 9Q: 3 clusters Score -147421.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -147486.375000 Penalty: 728.153809
	Iteration 10Q: 3 clusters Score -147486.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -147537.156250 Penalty: 728.153809
	Iteration 11Q: 3 clusters Score -147537.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -147586.218750 Penalty: 728.153809
	Iteration 12Q: 3 clusters Score -147586.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -147634.218750 Penalty: 728.153809
	Iteration 13Q: 3 clusters Score -147634.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -147672.296875 Penalty: 728.153809
	Iteration 14Q: 3 clusters Score -147672.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147695.328125 Penalty: 728.153809
	Iteration 15Q: 3 clusters Score -147695.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -147724.078125 Penalty: 728.153809
	Iteration 16Q: 3 clusters Score -147724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -147742.437500 Penalty: 728.153809
	Iteration 17Q: 3 clusters Score -147742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -147758.296875 Penalty: 728.153809
	Iteration 18Q: 3 clusters Score -147758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -147767.015625 Penalty: 728.153809
	Iteration 19Q: 3 clusters Score -147767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -147774.453125 Penalty: 728.153809
	Iteration 20F: 3 clusters Score -147774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -147776.921875 Penalty: 728.153809
	Iteration 21Q: 3 clusters Score -147776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -147780.156250 Penalty: 728.153809
	Iteration 22Q: 3 clusters Score -147780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -147782.156250 Penalty: 728.153809
	Iteration 23Q: 3 clusters Score -147782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -147785.218750 Penalty: 728.153809
	Iteration 24Q: 3 clusters Score -147785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -147787.703125 Penalty: 728.153809
	Iteration 25Q: 3 clusters Score -147787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -147791.281250 Penalty: 728.153809
	Iteration 26Q: 3 clusters Score -147791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -147794.078125 Penalty: 728.153809
	Iteration 27Q: 3 clusters Score -147794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -147796.343750 Penalty: 728.153809
	Iteration 28Q: 3 clusters Score -147796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -147797.453125 Penalty: 728.153809
	Iteration 29Q: 3 clusters Score -147797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -147800.703125 Penalty: 728.153809
	Iteration 30Q: 3 clusters Score -147800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -147805.687500 Penalty: 728.153809
	Iteration 31Q: 3 clusters Score -147805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -147806.156250 Penalty: 728.153809
	Iteration 32Q: 3 clusters Score -147806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -147806.828125 Penalty: 728.153809
	Iteration 33Q: 3 clusters Score -147806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -147807.328125 Penalty: 728.153809
	Iteration 34Q: 3 clusters Score -147807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -147807.328125 Penalty: 728.153809
	Iteration 35F: 3 clusters Score -147807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Entering Unmasked Estep 
Score: -317080.218750 Penalty: 399.343658
	Iteration 0F: 2 clusters Score -317080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -312713.343750 Penalty: 798.687317
	Iteration 0F: 3 clusters Score -312713.3 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -314505.125000 Penalty: 798.687317
	Iteration 1F: 3 clusters Score -314505.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -314726.031250 Penalty: 798.687317
	Iteration 2F: 3 clusters Score -314726 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -314952.437500 Penalty: 798.687317
	Iteration 3F: 3 clusters Score -314952.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -315193.468750 Penalty: 798.687317
	Iteration 4F: 3 clusters Score -315193.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -315458.062500 Penalty: 798.687317
	Iteration 5F: 3 clusters Score -315458.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -315721.656250 Penalty: 798.687317
	Iteration 6F: 3 clusters Score -315721.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -315961.562500 Penalty: 798.687317
	Iteration 7F: 3 clusters Score -315961.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -316108.312500 Penalty: 798.687317
	Iteration 8Q: 3 clusters Score -316108.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -316212.593750 Penalty: 798.687317
	Iteration 9Q: 3 clusters Score -316212.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -316278.125000 Penalty: 798.687317
	Iteration 10Q: 3 clusters Score -316278.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -316336.968750 Penalty: 798.687317
	Iteration 11Q: 3 clusters Score -316337 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -316382.312500 Penalty: 798.687317
	Iteration 12Q: 3 clusters Score -316382.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -316421.375000 Penalty: 798.687317
	Iteration 13Q: 3 clusters Score -316421.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -316464.437500 Penalty: 798.687317
	Iteration 14Q: 3 clusters Score -316464.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316512.687500 Penalty: 798.687317
	Iteration 15Q: 3 clusters Score -316512.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -316562.531250 Penalty: 798.687317
	Iteration 16Q: 3 clusters Score -316562.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -316612.343750 Penalty: 798.687317
	Iteration 17Q: 3 clusters Score -316612.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -316665.593750 Penalty: 798.687317
	Iteration 18Q: 3 clusters Score -316665.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -316715.531250 Penalty: 798.687317
	Iteration 19Q: 3 clusters Score -316715.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -316748.375000 Penalty: 798.687317
	Iteration 20F: 3 clusters Score -316748.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -316768.656250 Penalty: 798.687317
	Iteration 21Q: 3 clusters Score -316768.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -316779.000000 Penalty: 798.687317
	Iteration 22Q: 3 clusters Score -316779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -316786.437500 Penalty: 798.687317
	Iteration 23Q: 3 clusters Score -316786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -316793.593750 Penalty: 798.687317
	Iteration 24Q: 3 clusters Score -316793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -316799.531250 Penalty: 798.687317
	Iteration 25Q: 3 clusters Score -316799.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -316803.250000 Penalty: 798.687317
	Iteration 26Q: 3 clusters Score -316803.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -316808.656250 Penalty: 798.687317
	Iteration 27Q: 3 clusters Score -316808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -316813.593750 Penalty: 798.687317
	Iteration 28Q: 3 clusters Score -316813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -316817.187500 Penalty: 798.687317
	Iteration 29Q: 3 clusters Score -316817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -316819.812500 Penalty: 798.687317
	Iteration 30Q: 3 clusters Score -316819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -316823.250000 Penalty: 798.687317
	Iteration 31Q: 3 clusters Score -316823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -316826.843750 Penalty: 798.687317
	Iteration 32Q: 3 clusters Score -316826.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -316829.187500 Penalty: 798.687317
	Iteration 33Q: 3 clusters Score -316829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -316835.718750 Penalty: 798.687317
	Iteration 34Q: 3 clusters Score -316835.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -316840.500000 Penalty: 798.687317
	Iteration 35Q: 3 clusters Score -316840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -316843.656250 Penalty: 798.687317
	Iteration 36Q: 3 clusters Score -316843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -316846.281250 Penalty: 798.687317
	Iteration 37Q: 3 clusters Score -316846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -316848.187500 Penalty: 798.687317
	Iteration 38Q: 3 clusters Score -316848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -316851.500000 Penalty: 798.687317
	Iteration 39Q: 3 clusters Score -316851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -316854.875000 Penalty: 798.687317
	Iteration 40F: 3 clusters Score -316854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -316855.687500 Penalty: 798.687317
	Iteration 41Q: 3 clusters Score -316855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -316855.687500 Penalty: 798.687317
	Iteration 42F: 3 clusters Score -316855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10213.236328 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10213.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10299.934570 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10299.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10320.998047 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10326.474609 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10326.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10328.090820 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10328.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10329.235352 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10329.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10329.235352 Penalty: 503.897430
	Iteration 6F: 3 clusters Score -10329.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Entering Unmasked Estep 
Score: -3648302.500000 Penalty: 511.433167
	Iteration 0F: 2 clusters Score -3648302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -3596901.250000 Penalty: 1022.866333
	Iteration 0F: 3 clusters Score -3596901 nChanged 37067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -3619984.250000 Penalty: 1022.866333
	Iteration 1F: 3 clusters Score -3619984 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -3621214.000000 Penalty: 1022.866333
	Iteration 2Q: 3 clusters Score -3621214 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3622502.000000 Penalty: 1022.866333
	Iteration 3Q: 3 clusters Score -3622502 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3623835.250000 Penalty: 1022.866333
	Iteration 4Q: 3 clusters Score -3623835 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -3625288.000000 Penalty: 1022.866333
	Iteration 5Q: 3 clusters Score -3625288 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3626815.500000 Penalty: 1022.866333
	Iteration 6Q: 3 clusters Score -3626816 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3628448.750000 Penalty: 1022.866333
	Iteration 7Q: 3 clusters Score -3628449 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3630241.500000 Penalty: 1022.866333
	Iteration 8Q: 3 clusters Score -3630242 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3632538.750000 Penalty: 1022.866333
	Iteration 9Q: 3 clusters Score -3632539 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3635274.750000 Penalty: 1022.866333
	Iteration 10Q: 3 clusters Score -3635275 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3637550.750000 Penalty: 1022.866333
	Iteration 11Q: 3 clusters Score -3637551 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3638808.250000 Penalty: 1022.866333
	Iteration 12Q: 3 clusters Score -3638808 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3639438.500000 Penalty: 1022.866333
	Iteration 13Q: 3 clusters Score -3639438 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3639864.250000 Penalty: 1022.866333
	Iteration 14Q: 3 clusters Score -3639864 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3640287.250000 Penalty: 1022.866333
	Iteration 15Q: 3 clusters Score -3640287 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3640756.750000 Penalty: 1022.866333
	Iteration 16Q: 3 clusters Score -3640757 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3641237.000000 Penalty: 1022.866333
	Iteration 17Q: 3 clusters Score -3641237 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3641757.250000 Penalty: 1022.866333
	Iteration 18Q: 3 clusters Score -3641757 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3642269.000000 Penalty: 1022.866333
	Iteration 19Q: 3 clusters Score -3642269 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3642800.500000 Penalty: 1022.866333
	Iteration 20F: 3 clusters Score -3642800 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3643356.750000 Penalty: 1022.866333
	Iteration 21Q: 3 clusters Score -3643357 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3643911.000000 Penalty: 1022.866333
	Iteration 22Q: 3 clusters Score -3643911 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3644478.750000 Penalty: 1022.866333
	Iteration 23Q: 3 clusters Score -3644479 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3645005.750000 Penalty: 1022.866333
	Iteration 24Q: 3 clusters Score -3645006 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3645511.750000 Penalty: 1022.866333
	Iteration 25Q: 3 clusters Score -3645512 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3645926.000000 Penalty: 1022.866333
	Iteration 26Q: 3 clusters Score -3645926 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3646319.000000 Penalty: 1022.866333
	Iteration 27Q: 3 clusters Score -3646319 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3646633.000000 Penalty: 1022.866333
	Iteration 28Q: 3 clusters Score -3646633 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3646889.750000 Penalty: 1022.866333
	Iteration 29Q: 3 clusters Score -3646890 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3647091.500000 Penalty: 1022.866333
	Iteration 30Q: 3 clusters Score -3647092 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3647293.000000 Penalty: 1022.866333
	Iteration 31Q: 3 clusters Score -3647293 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3647458.250000 Penalty: 1022.866333
	Iteration 32Q: 3 clusters Score -3647458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3647564.000000 Penalty: 1022.866333
	Iteration 33Q: 3 clusters Score -3647564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3647648.000000 Penalty: 1022.866333
	Iteration 34Q: 3 clusters Score -3647648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3647714.500000 Penalty: 1022.866333
	Iteration 35Q: 3 clusters Score -3647714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3647754.750000 Penalty: 1022.866333
	Iteration 36Q: 3 clusters Score -3647755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3647788.250000 Penalty: 1022.866333
	Iteration 37Q: 3 clusters Score -3647788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3647814.750000 Penalty: 1022.866333
	Iteration 38Q: 3 clusters Score -3647815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3647840.750000 Penalty: 1022.866333
	Iteration 39Q: 3 clusters Score -3647841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3647850.250000 Penalty: 1022.866333
	Iteration 40F: 3 clusters Score -3647850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3647854.000000 Penalty: 1022.866333
	Iteration 41Q: 3 clusters Score -3647854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3647858.250000 Penalty: 1022.866333
	Iteration 42Q: 3 clusters Score -3647858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3647857.750000 Penalty: 1022.866333
	Iteration 43Q: 3 clusters Score -3647858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3647862.500000 Penalty: 1022.866333
	Iteration 44Q: 3 clusters Score -3647862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3647865.750000 Penalty: 1022.866333
	Iteration 45Q: 3 clusters Score -3647866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3647865.250000 Penalty: 1022.866333
	Iteration 46Q: 3 clusters Score -3647865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3647868.000000 Penalty: 1022.866333
	Iteration 47Q: 3 clusters Score -3647868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3647870.000000 Penalty: 1022.866333
	Iteration 48Q: 3 clusters Score -3647870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3647868.250000 Penalty: 1022.866333
	Iteration 49Q: 3 clusters Score -3647868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3647870.500000 Penalty: 1022.866333
	Iteration 50Q: 3 clusters Score -3647870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3647871.500000 Penalty: 1022.866333
	Iteration 51Q: 3 clusters Score -3647872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3647869.000000 Penalty: 1022.866333
	Iteration 52Q: 3 clusters Score -3647869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3647872.250000 Penalty: 1022.866333
	Iteration 53Q: 3 clusters Score -3647872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3647872.000000 Penalty: 1022.866333
	Iteration 54Q: 3 clusters Score -3647872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3647874.000000 Penalty: 1022.866333
	Iteration 55Q: 3 clusters Score -3647874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3647878.500000 Penalty: 1022.866333
	Iteration 56Q: 3 clusters Score -3647878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3647878.250000 Penalty: 1022.866333
	Iteration 57Q: 3 clusters Score -3647878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3647882.000000 Penalty: 1022.866333
	Iteration 58Q: 3 clusters Score -3647882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3647883.500000 Penalty: 1022.866333
	Iteration 59Q: 3 clusters Score -3647884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3647886.250000 Penalty: 1022.866333
	Iteration 60F: 3 clusters Score -3647886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3647889.500000 Penalty: 1022.866333
	Iteration 61Q: 3 clusters Score -3647890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3647889.250000 Penalty: 1022.866333
	Iteration 62Q: 3 clusters Score -3647889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3647887.250000 Penalty: 1022.866333
	Iteration 63Q: 3 clusters Score -3647887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3647889.500000 Penalty: 1022.866333
	Iteration 64Q: 3 clusters Score -3647890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3647891.750000 Penalty: 1022.866333
	Iteration 65Q: 3 clusters Score -3647892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3647894.250000 Penalty: 1022.866333
	Iteration 66Q: 3 clusters Score -3647894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3647902.250000 Penalty: 1022.866333
	Iteration 67Q: 3 clusters Score -3647902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3647902.250000 Penalty: 1022.866333
	Iteration 68Q: 3 clusters Score -3647902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3647904.250000 Penalty: 1022.866333
	Iteration 69Q: 3 clusters Score -3647904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3647904.250000 Penalty: 1022.866333
	Iteration 70Q: 3 clusters Score -3647904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3647907.000000 Penalty: 1022.866333
	Iteration 71Q: 3 clusters Score -3647907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3647909.000000 Penalty: 1022.866333
	Iteration 72Q: 3 clusters Score -3647909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3647910.000000 Penalty: 1022.866333
	Iteration 73Q: 3 clusters Score -3647910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3647907.500000 Penalty: 1022.866333
	Iteration 74Q: 3 clusters Score -3647908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3647908.250000 Penalty: 1022.866333
	Iteration 75Q: 3 clusters Score -3647908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3647908.250000 Penalty: 1022.866333
	Iteration 76F: 3 clusters Score -3647908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -108537.312500 Penalty: 351.942322
	Iteration 0F: 2 clusters Score -108537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106892.656250 Penalty: 703.884644
	Iteration 0F: 3 clusters Score -106892.7 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -107465.218750 Penalty: 703.884644
	Iteration 1F: 3 clusters Score -107465.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107528.906250 Penalty: 703.884644
	Iteration 2F: 3 clusters Score -107528.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107565.960938 Penalty: 703.884644
	Iteration 3Q: 3 clusters Score -107566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -107599.859375 Penalty: 703.884644
	Iteration 4Q: 3 clusters Score -107599.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107630.304688 Penalty: 703.884644
	Iteration 5Q: 3 clusters Score -107630.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -107658.515625 Penalty: 703.884644
	Iteration 6Q: 3 clusters Score -107658.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107695.343750 Penalty: 703.884644
	Iteration 7Q: 3 clusters Score -107695.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -107735.937500 Penalty: 703.884644
	Iteration 8Q: 3 clusters Score -107735.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -107775.156250 Penalty: 703.884644
	Iteration 9Q: 3 clusters Score -107775.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107832.625000 Penalty: 703.884644
	Iteration 10Q: 3 clusters Score -107832.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107904.515625 Penalty: 703.884644
	Iteration 11Q: 3 clusters Score -107904.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107970.617188 Penalty: 703.884644
	Iteration 12Q: 3 clusters Score -107970.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108045.750000 Penalty: 703.884644
	Iteration 13Q: 3 clusters Score -108045.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108086.609375 Penalty: 703.884644
	Iteration 14Q: 3 clusters Score -108086.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108128.250000 Penalty: 703.884644
	Iteration 15Q: 3 clusters Score -108128.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108162.679688 Penalty: 703.884644
	Iteration 16Q: 3 clusters Score -108162.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -108184.898438 Penalty: 703.884644
	Iteration 17Q: 3 clusters Score -108184.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -108199.945312 Penalty: 703.884644
	Iteration 18Q: 3 clusters Score -108199.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -108211.882812 Penalty: 703.884644
	Iteration 19Q: 3 clusters Score -108211.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -108226.132812 Penalty: 703.884644
	Iteration 20F: 3 clusters Score -108226.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -108239.156250 Penalty: 703.884644
	Iteration 21Q: 3 clusters Score -108239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -108250.648438 Penalty: 703.884644
	Iteration 22Q: 3 clusters Score -108250.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108263.179688 Penalty: 703.884644
	Iteration 23Q: 3 clusters Score -108263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -108267.414062 Penalty: 703.884644
	Iteration 24Q: 3 clusters Score -108267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -108272.609375 Penalty: 703.884644
	Iteration 25Q: 3 clusters Score -108272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -108276.414062 Penalty: 703.884644
	Iteration 26Q: 3 clusters Score -108276.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108279.609375 Penalty: 703.884644
	Iteration 27Q: 3 clusters Score -108279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -108281.085938 Penalty: 703.884644
	Iteration 28Q: 3 clusters Score -108281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -108284.218750 Penalty: 703.884644
	Iteration 29Q: 3 clusters Score -108284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -108284.796875 Penalty: 703.884644
	Iteration 30Q: 3 clusters Score -108284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -108285.031250 Penalty: 703.884644
	Iteration 31Q: 3 clusters Score -108285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -108285.031250 Penalty: 703.884644
	Iteration 32F: 3 clusters Score -108285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19597.781250 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19597.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19150.058594 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -19150.06 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19261.744141 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19261.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19293.671875 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19293.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19301.419922 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -19301.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19308.408203 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -19308.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19313.988281 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19313.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19321.857422 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19321.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19324.880859 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19324.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19327.984375 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19327.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19329.164062 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -19329.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19331.228516 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -19331.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19332.044922 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -19332.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19334.470703 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -19334.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19336.691406 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -19336.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19337.105469 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -19337.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19337.105469 Penalty: 554.103088
	Iteration 15F: 3 clusters Score -19337.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -243223.687500 Penalty: 391.311218
	Iteration 0F: 2 clusters Score -243223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -239537.937500 Penalty: 782.622437
	Iteration 0F: 3 clusters Score -239537.9 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -240972.671875 Penalty: 782.622437
	Iteration 1F: 3 clusters Score -240972.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -241284.265625 Penalty: 782.622437
	Iteration 2F: 3 clusters Score -241284.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -241638.765625 Penalty: 782.622437
	Iteration 3F: 3 clusters Score -241638.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -241952.296875 Penalty: 782.622437
	Iteration 4F: 3 clusters Score -241952.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -242140.265625 Penalty: 782.622437
	Iteration 5F: 3 clusters Score -242140.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -242245.593750 Penalty: 782.622437
	Iteration 6Q: 3 clusters Score -242245.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -242316.234375 Penalty: 782.622437
	Iteration 7Q: 3 clusters Score -242316.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -242349.062500 Penalty: 782.622437
	Iteration 8Q: 3 clusters Score -242349.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -242370.734375 Penalty: 782.622437
	Iteration 9Q: 3 clusters Score -242370.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -242384.968750 Penalty: 782.622437
	Iteration 10Q: 3 clusters Score -242385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -242397.640625 Penalty: 782.622437
	Iteration 11Q: 3 clusters Score -242397.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -242405.468750 Penalty: 782.622437
	Iteration 12Q: 3 clusters Score -242405.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -242409.312500 Penalty: 782.622437
	Iteration 13Q: 3 clusters Score -242409.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -242413.062500 Penalty: 782.622437
	Iteration 14Q: 3 clusters Score -242413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -242414.921875 Penalty: 782.622437
	Iteration 15Q: 3 clusters Score -242414.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -242418.062500 Penalty: 782.622437
	Iteration 16Q: 3 clusters Score -242418.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -242421.515625 Penalty: 782.622437
	Iteration 17Q: 3 clusters Score -242421.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -242424.562500 Penalty: 782.622437
	Iteration 18Q: 3 clusters Score -242424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -242426.953125 Penalty: 782.622437
	Iteration 19Q: 3 clusters Score -242427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -242428.687500 Penalty: 782.622437
	Iteration 20F: 3 clusters Score -242428.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -242429.343750 Penalty: 782.622437
	Iteration 21Q: 3 clusters Score -242429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -242431.390625 Penalty: 782.622437
	Iteration 22Q: 3 clusters Score -242431.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -242434.156250 Penalty: 782.622437
	Iteration 23Q: 3 clusters Score -242434.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -242435.640625 Penalty: 782.622437
	Iteration 24Q: 3 clusters Score -242435.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -242437.062500 Penalty: 782.622437
	Iteration 25Q: 3 clusters Score -242437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -242437.453125 Penalty: 782.622437
	Iteration 26Q: 3 clusters Score -242437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -242437.828125 Penalty: 782.622437
	Iteration 27Q: 3 clusters Score -242437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -242438.625000 Penalty: 782.622437
	Iteration 28Q: 3 clusters Score -242438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -242439.171875 Penalty: 782.622437
	Iteration 29Q: 3 clusters Score -242439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -242440.093750 Penalty: 782.622437
	Iteration 30Q: 3 clusters Score -242440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -242440.562500 Penalty: 782.622437
	Iteration 31Q: 3 clusters Score -242440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -242442.468750 Penalty: 782.622437
	Iteration 32Q: 3 clusters Score -242442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -242442.671875 Penalty: 782.622437
	Iteration 33Q: 3 clusters Score -242442.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -242444.265625 Penalty: 782.622437
	Iteration 34Q: 3 clusters Score -242444.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -242445.375000 Penalty: 782.622437
	Iteration 35Q: 3 clusters Score -242445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -242446.968750 Penalty: 782.622437
	Iteration 36Q: 3 clusters Score -242447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -242448.812500 Penalty: 782.622437
	Iteration 37Q: 3 clusters Score -242448.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -242453.296875 Penalty: 782.622437
	Iteration 38Q: 3 clusters Score -242453.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -242455.734375 Penalty: 782.622437
	Iteration 39Q: 3 clusters Score -242455.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -242459.046875 Penalty: 782.622437
	Iteration 40F: 3 clusters Score -242459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -242461.953125 Penalty: 782.622437
	Iteration 41Q: 3 clusters Score -242462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -242464.656250 Penalty: 782.622437
	Iteration 42Q: 3 clusters Score -242464.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -242465.781250 Penalty: 782.622437
	Iteration 43Q: 3 clusters Score -242465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -242466.328125 Penalty: 782.622437
	Iteration 44Q: 3 clusters Score -242466.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -242468.062500 Penalty: 782.622437
	Iteration 45Q: 3 clusters Score -242468.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -242470.531250 Penalty: 782.622437
	Iteration 46Q: 3 clusters Score -242470.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -242473.078125 Penalty: 782.622437
	Iteration 47Q: 3 clusters Score -242473.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -242476.781250 Penalty: 782.622437
	Iteration 48Q: 3 clusters Score -242476.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -242481.375000 Penalty: 782.622437
	Iteration 49Q: 3 clusters Score -242481.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -242486.781250 Penalty: 782.622437
	Iteration 50Q: 3 clusters Score -242486.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -242491.656250 Penalty: 782.622437
	Iteration 51Q: 3 clusters Score -242491.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -242497.171875 Penalty: 782.622437
	Iteration 52Q: 3 clusters Score -242497.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -242504.640625 Penalty: 782.622437
	Iteration 53Q: 3 clusters Score -242504.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -242509.906250 Penalty: 782.622437
	Iteration 54Q: 3 clusters Score -242509.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -242515.437500 Penalty: 782.622437
	Iteration 55Q: 3 clusters Score -242515.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -242519.421875 Penalty: 782.622437
	Iteration 56Q: 3 clusters Score -242519.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -242522.609375 Penalty: 782.622437
	Iteration 57Q: 3 clusters Score -242522.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -242526.718750 Penalty: 782.622437
	Iteration 58Q: 3 clusters Score -242526.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -242532.718750 Penalty: 782.622437
	Iteration 59Q: 3 clusters Score -242532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -242539.625000 Penalty: 782.622437
	Iteration 60F: 3 clusters Score -242539.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -242545.593750 Penalty: 782.622437
	Iteration 61Q: 3 clusters Score -242545.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -242549.984375 Penalty: 782.622437
	Iteration 62Q: 3 clusters Score -242550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -242554.656250 Penalty: 782.622437
	Iteration 63Q: 3 clusters Score -242554.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -242559.437500 Penalty: 782.622437
	Iteration 64Q: 3 clusters Score -242559.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -242563.500000 Penalty: 782.622437
	Iteration 65Q: 3 clusters Score -242563.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -242570.421875 Penalty: 782.622437
	Iteration 66Q: 3 clusters Score -242570.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -242576.406250 Penalty: 782.622437
	Iteration 67Q: 3 clusters Score -242576.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -242584.875000 Penalty: 782.622437
	Iteration 68Q: 3 clusters Score -242584.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -242591.671875 Penalty: 782.622437
	Iteration 69Q: 3 clusters Score -242591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -242599.062500 Penalty: 782.622437
	Iteration 70Q: 3 clusters Score -242599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -242605.937500 Penalty: 782.622437
	Iteration 71Q: 3 clusters Score -242605.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -242611.796875 Penalty: 782.622437
	Iteration 72Q: 3 clusters Score -242611.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -242619.781250 Penalty: 782.622437
	Iteration 73Q: 3 clusters Score -242619.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -242628.937500 Penalty: 782.622437
	Iteration 74Q: 3 clusters Score -242628.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -242639.578125 Penalty: 782.622437
	Iteration 75Q: 3 clusters Score -242639.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -242651.359375 Penalty: 782.622437
	Iteration 76Q: 3 clusters Score -242651.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -242662.984375 Penalty: 782.622437
	Iteration 77Q: 3 clusters Score -242663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -242675.250000 Penalty: 782.622437
	Iteration 78Q: 3 clusters Score -242675.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -242688.671875 Penalty: 782.622437
	Iteration 79Q: 3 clusters Score -242688.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -242699.406250 Penalty: 782.622437
	Iteration 80F: 3 clusters Score -242699.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -242710.250000 Penalty: 782.622437
	Iteration 81Q: 3 clusters Score -242710.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -242727.843750 Penalty: 782.622437
	Iteration 82Q: 3 clusters Score -242727.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -242742.296875 Penalty: 782.622437
	Iteration 83Q: 3 clusters Score -242742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -242752.703125 Penalty: 782.622437
	Iteration 84Q: 3 clusters Score -242752.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -242769.531250 Penalty: 782.622437
	Iteration 85Q: 3 clusters Score -242769.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -242793.390625 Penalty: 782.622437
	Iteration 86Q: 3 clusters Score -242793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -242809.250000 Penalty: 782.622437
	Iteration 87Q: 3 clusters Score -242809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -242820.296875 Penalty: 782.622437
	Iteration 88Q: 3 clusters Score -242820.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -242830.125000 Penalty: 782.622437
	Iteration 89Q: 3 clusters Score -242830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -242836.453125 Penalty: 782.622437
	Iteration 90Q: 3 clusters Score -242836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -242842.562500 Penalty: 782.622437
	Iteration 91Q: 3 clusters Score -242842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -242852.578125 Penalty: 782.622437
	Iteration 92Q: 3 clusters Score -242852.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -242868.250000 Penalty: 782.622437
	Iteration 93Q: 3 clusters Score -242868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -242908.218750 Penalty: 782.622437
	Iteration 94Q: 3 clusters Score -242908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -242994.656250 Penalty: 782.622437
	Iteration 95Q: 3 clusters Score -242994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -243009.234375 Penalty: 782.622437
	Iteration 96Q: 3 clusters Score -243009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -243011.140625 Penalty: 782.622437
	Iteration 97Q: 3 clusters Score -243011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -243014.359375 Penalty: 782.622437
	Iteration 98Q: 3 clusters Score -243014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -243015.500000 Penalty: 782.622437
	Iteration 99Q: 3 clusters Score -243015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -243016.187500 Penalty: 782.622437
	Iteration 100F: 3 clusters Score -243016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -243017.125000 Penalty: 782.622437
	Iteration 101Q: 3 clusters Score -243017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -243018.125000 Penalty: 782.622437
	Iteration 102Q: 3 clusters Score -243018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -243018.875000 Penalty: 782.622437
	Iteration 103Q: 3 clusters Score -243018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -243019.531250 Penalty: 782.622437
	Iteration 104Q: 3 clusters Score -243019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -243019.875000 Penalty: 782.622437
	Iteration 105Q: 3 clusters Score -243019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -243020.093750 Penalty: 782.622437
	Iteration 106Q: 3 clusters Score -243020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -243020.093750 Penalty: 782.622437
	Iteration 107F: 3 clusters Score -243020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9204.147461 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9204.147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9254.365234 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9254.365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9263.525391 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -9263.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9268.442383 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9268.442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9272.171875 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9272.172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9273.698242 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9273.698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9274.687500 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9274.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9274.687500 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -9274.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1780.118530 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1780.119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1802.140381 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1802.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29719.056641 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29719.06 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -29892.126953 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29892.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29955.126953 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29955.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -29982.890625 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -29982.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -30018.808594 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -30018.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -30053.595703 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30053.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -30087.449219 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30087.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30102.763672 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30102.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -30111.150391 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30111.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -30114.347656 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30114.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30116.332031 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30116.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -30117.171875 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30117.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -30117.460938 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30117.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -30117.935547 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30117.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30120.318359 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30120.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30125.232422 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -30125.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30127.861328 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -30127.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30129.951172 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -30129.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -30132.312500 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -30132.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -30133.318359 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -30133.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -30134.113281 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -30134.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8246.385742 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8246.386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8310.683594 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8310.684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8330.169922 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8330.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8335.636719 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8335.637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8338.063477 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8338.063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8339.414062 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8339.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8339.967773 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -8339.968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8339.967773 Penalty: 478.432068
	Iteration 7F: 3 clusters Score -8339.968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -113592.515625 Penalty: 355.241699
	Iteration 0F: 2 clusters Score -113592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -111877.140625 Penalty: 710.483398
	Iteration 0F: 3 clusters Score -111877.1 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -112475.453125 Penalty: 710.483398
	Iteration 1F: 3 clusters Score -112475.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -112584.539062 Penalty: 710.483398
	Iteration 2F: 3 clusters Score -112584.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -112721.585938 Penalty: 710.483398
	Iteration 3F: 3 clusters Score -112721.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -112886.937500 Penalty: 710.483398
	Iteration 4F: 3 clusters Score -112886.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -112997.148438 Penalty: 710.483398
	Iteration 5F: 3 clusters Score -112997.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -113047.562500 Penalty: 710.483398
	Iteration 6Q: 3 clusters Score -113047.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -113076.968750 Penalty: 710.483398
	Iteration 7Q: 3 clusters Score -113077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113094.664062 Penalty: 710.483398
	Iteration 8Q: 3 clusters Score -113094.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -113106.734375 Penalty: 710.483398
	Iteration 9Q: 3 clusters Score -113106.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -113124.453125 Penalty: 710.483398
	Iteration 10Q: 3 clusters Score -113124.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -113140.960938 Penalty: 710.483398
	Iteration 11Q: 3 clusters Score -113141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -113150.359375 Penalty: 710.483398
	Iteration 12Q: 3 clusters Score -113150.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -113159.515625 Penalty: 710.483398
	Iteration 13Q: 3 clusters Score -113159.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -113165.687500 Penalty: 710.483398
	Iteration 14Q: 3 clusters Score -113165.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -113171.054688 Penalty: 710.483398
	Iteration 15Q: 3 clusters Score -113171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -113175.500000 Penalty: 710.483398
	Iteration 16Q: 3 clusters Score -113175.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -113178.429688 Penalty: 710.483398
	Iteration 17Q: 3 clusters Score -113178.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -113181.492188 Penalty: 710.483398
	Iteration 18Q: 3 clusters Score -113181.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -113184.984375 Penalty: 710.483398
	Iteration 19Q: 3 clusters Score -113185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -113187.828125 Penalty: 710.483398
	Iteration 20F: 3 clusters Score -113187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -113191.476562 Penalty: 710.483398
	Iteration 21Q: 3 clusters Score -113191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -113195.109375 Penalty: 710.483398
	Iteration 22Q: 3 clusters Score -113195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -113199.984375 Penalty: 710.483398
	Iteration 23Q: 3 clusters Score -113200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -113204.796875 Penalty: 710.483398
	Iteration 24Q: 3 clusters Score -113204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -113210.265625 Penalty: 710.483398
	Iteration 25Q: 3 clusters Score -113210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -113214.109375 Penalty: 710.483398
	Iteration 26Q: 3 clusters Score -113214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -113218.937500 Penalty: 710.483398
	Iteration 27Q: 3 clusters Score -113218.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -113222.242188 Penalty: 710.483398
	Iteration 28Q: 3 clusters Score -113222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -113229.453125 Penalty: 710.483398
	Iteration 29Q: 3 clusters Score -113229.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -113242.179688 Penalty: 710.483398
	Iteration 30Q: 3 clusters Score -113242.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -113258.640625 Penalty: 710.483398
	Iteration 31Q: 3 clusters Score -113258.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -113268.054688 Penalty: 710.483398
	Iteration 32Q: 3 clusters Score -113268.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -113278.164062 Penalty: 710.483398
	Iteration 33Q: 3 clusters Score -113278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -113284.265625 Penalty: 710.483398
	Iteration 34Q: 3 clusters Score -113284.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -113288.984375 Penalty: 710.483398
	Iteration 35Q: 3 clusters Score -113289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -113291.906250 Penalty: 710.483398
	Iteration 36Q: 3 clusters Score -113291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -113295.906250 Penalty: 710.483398
	Iteration 37Q: 3 clusters Score -113295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -113299.335938 Penalty: 710.483398
	Iteration 38Q: 3 clusters Score -113299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -113302.242188 Penalty: 710.483398
	Iteration 39Q: 3 clusters Score -113302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -113303.343750 Penalty: 710.483398
	Iteration 40F: 3 clusters Score -113303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -113303.937500 Penalty: 710.483398
	Iteration 41Q: 3 clusters Score -113303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -113304.242188 Penalty: 710.483398
	Iteration 42Q: 3 clusters Score -113304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -113306.109375 Penalty: 710.483398
	Iteration 43Q: 3 clusters Score -113306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -113309.039062 Penalty: 710.483398
	Iteration 44Q: 3 clusters Score -113309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -113309.546875 Penalty: 710.483398
	Iteration 45Q: 3 clusters Score -113309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -113309.695312 Penalty: 710.483398
	Iteration 46Q: 3 clusters Score -113309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -113309.695312 Penalty: 710.483398
	Iteration 47F: 3 clusters Score -113309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 174646 members 
Mstep: Class 3 contains 1600 members 
Mstep: Class 4 contains 33107 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 103584 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3556 members 
Mstep: Class 16 contains 2986 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76137 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235748.000000 Penalty: 16169.891602
Iteration 399Q: 28 clusters Score -2.323575e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 174596 members 
Mstep: Class 3 contains 1598 members 
Mstep: Class 4 contains 33105 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 103589 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 6487 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76123 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235732.000000 Penalty: 16169.891602
Iteration 400F: 28 clusters Score -2.323573e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64012 members 
Mstep: Class 2 contains 174566 members 
Mstep: Class 3 contains 1592 members 
Mstep: Class 4 contains 33110 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 103590 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3547 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 17 contains 6492 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76105 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 401Q: 28 clusters Score -2.323575e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 174524 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 33116 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31846 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 103593 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 16 contains 2974 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76095 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 402Q: 28 clusters Score -2.323574e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 174492 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 33122 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103596 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 6506 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76080 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235714.000000 Penalty: 16169.891602
Iteration 403Q: 28 clusters Score -2.323571e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 174455 members 
Mstep: Class 3 contains 1566 members 
Mstep: Class 4 contains 33125 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31853 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103597 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3543 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 6515 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76067 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235738.000000 Penalty: 16169.891602
Iteration 404Q: 28 clusters Score -2.323574e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 174415 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 4 contains 33129 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103599 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76056 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235698.000000 Penalty: 16169.891602
Iteration 405Q: 28 clusters Score -2.32357e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 174373 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 33130 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31849 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103603 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 6537 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76045 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235730.000000 Penalty: 16169.891602
Iteration 406Q: 28 clusters Score -2.323573e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 174337 members 
Mstep: Class 3 contains 1566 members 
Mstep: Class 4 contains 33135 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31852 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103611 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3537 members 
Mstep: Class 16 contains 2960 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76036 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235680.000000 Penalty: 16169.891602
Iteration 407Q: 28 clusters Score -2.323568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 174311 members 
Mstep: Class 3 contains 1569 members 
Mstep: Class 4 contains 33136 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31853 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103618 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3534 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76023 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5433 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235710.000000 Penalty: 16169.891602
Iteration 408Q: 28 clusters Score -2.323571e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 174301 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 33131 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31853 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103619 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76017 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235710.000000 Penalty: 16169.891602
Iteration 409Q: 28 clusters Score -2.323571e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 174291 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31855 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103620 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 277 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 76009 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 410Q: 28 clusters Score -2.32357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 174272 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31857 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103621 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6572 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75998 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235720.000000 Penalty: 16169.891602
Iteration 411Q: 28 clusters Score -2.323572e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 174248 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 33143 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 103620 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6585 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75985 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235662.000000 Penalty: 16169.891602
Iteration 412Q: 28 clusters Score -2.323566e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 174223 members 
Mstep: Class 3 contains 1567 members 
Mstep: Class 4 contains 33149 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 103624 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6598 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75977 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 413Q: 28 clusters Score -2.323568e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 174186 members 
Mstep: Class 3 contains 1568 members 
Mstep: Class 4 contains 33146 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31855 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 103628 members 
Mstep: Class 11 contains 1401 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6611 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75967 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235680.000000 Penalty: 16169.891602
Iteration 414Q: 28 clusters Score -2.323568e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 174145 members 
Mstep: Class 3 contains 1567 members 
Mstep: Class 4 contains 33141 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31854 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 103633 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75961 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235686.000000 Penalty: 16169.891602
Iteration 415Q: 28 clusters Score -2.323569e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 174108 members 
Mstep: Class 3 contains 1564 members 
Mstep: Class 4 contains 33135 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 103634 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75952 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235682.000000 Penalty: 16169.891602
Iteration 416Q: 28 clusters Score -2.323568e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 174076 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 33133 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 103639 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 276 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75939 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 417Q: 28 clusters Score -2.323569e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 174022 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 33135 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31855 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103646 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75929 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235636.000000 Penalty: 16169.891602
Iteration 418Q: 28 clusters Score -2.323564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 173969 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 33136 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31858 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103652 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6659 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75923 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235638.000000 Penalty: 16169.891602
Iteration 419Q: 28 clusters Score -2.323564e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 173913 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 33143 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31860 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103657 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75920 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235656.000000 Penalty: 16169.891602
Iteration 420F: 28 clusters Score -2.323566e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 173857 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 33151 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31861 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 103656 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6666 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75916 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235680.000000 Penalty: 16169.891602
Iteration 421Q: 28 clusters Score -2.323568e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 173804 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 33155 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31863 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103654 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75919 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 422Q: 28 clusters Score -2.32357e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 173754 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 4 contains 33166 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31861 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 103657 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75917 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235770.000000 Penalty: 16169.891602
Iteration 423Q: 28 clusters Score -2.323577e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 173716 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 33163 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31859 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 103656 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75913 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235756.000000 Penalty: 16169.891602
Iteration 424Q: 28 clusters Score -2.323576e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 173677 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 33162 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31858 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103656 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75910 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235768.000000 Penalty: 16169.891602
Iteration 425Q: 28 clusters Score -2.323577e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 173642 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 33166 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31856 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103655 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 275 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75907 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235766.000000 Penalty: 16169.891602
Iteration 426Q: 28 clusters Score -2.323577e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 173583 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 33174 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31854 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103654 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6690 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75908 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235808.000000 Penalty: 16169.891602
Iteration 427Q: 28 clusters Score -2.323581e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65073 members 
Mstep: Class 2 contains 173534 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 33173 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103653 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75911 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235802.000000 Penalty: 16169.891602
Iteration 428Q: 28 clusters Score -2.32358e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 173493 members 
Mstep: Class 3 contains 1501 members 
Mstep: Class 4 contains 33182 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31852 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103651 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75907 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235792.000000 Penalty: 16169.891602
Iteration 429Q: 28 clusters Score -2.323579e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 173453 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 33187 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31853 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103651 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75900 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235800.000000 Penalty: 16169.891602
Iteration 430Q: 28 clusters Score -2.32358e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 173410 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 33209 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31853 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103645 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75890 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235778.000000 Penalty: 16169.891602
Iteration 431Q: 28 clusters Score -2.323578e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 173363 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 33229 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103643 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75881 members 
Mstep: Class 20 contains 2289 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235796.000000 Penalty: 16169.891602
Iteration 432Q: 28 clusters Score -2.32358e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 173304 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 33253 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31849 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 103640 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75876 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235764.000000 Penalty: 16169.891602
Iteration 433Q: 28 clusters Score -2.323576e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 173259 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 33269 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 103642 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 6706 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75872 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235764.000000 Penalty: 16169.891602
Iteration 434Q: 28 clusters Score -2.323576e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 173207 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 33284 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31847 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 103645 members 
Mstep: Class 11 contains 1396 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 6708 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75869 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235752.000000 Penalty: 16169.891602
Iteration 435Q: 28 clusters Score -2.323575e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 173158 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 33289 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103649 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6710 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75855 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235754.000000 Penalty: 16169.891602
Iteration 436Q: 28 clusters Score -2.323575e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 173108 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33288 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31844 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103649 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75848 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235714.000000 Penalty: 16169.891602
Iteration 437Q: 28 clusters Score -2.323571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 173071 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 33289 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31844 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103653 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75838 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 438Q: 28 clusters Score -2.323568e+07 nChanged 75
Entering ConstructFrom: 
Score: -23235684.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (65526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Entering Unmasked Estep 
Score: -3065326.000000 Penalty: 504.604218
	Iteration 0F: 2 clusters Score -3065326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3021145.750000 Penalty: 1009.208435
	Iteration 0F: 3 clusters Score -3021146 nChanged 32091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3041751.500000 Penalty: 1009.208435
	Iteration 1F: 3 clusters Score -3041752 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -3043005.500000 Penalty: 1009.208435
	Iteration 2Q: 3 clusters Score -3043006 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3044226.000000 Penalty: 1009.208435
	Iteration 3Q: 3 clusters Score -3044226 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -3045371.250000 Penalty: 1009.208435
	Iteration 4Q: 3 clusters Score -3045371 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -3046561.250000 Penalty: 1009.208435
	Iteration 5Q: 3 clusters Score -3046561 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -3047859.500000 Penalty: 1009.208435
	Iteration 6Q: 3 clusters Score -3047860 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -3049429.500000 Penalty: 1009.208435
	Iteration 7Q: 3 clusters Score -3049430 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -3051446.750000 Penalty: 1009.208435
	Iteration 8F: 3 clusters Score -3051447 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -3053796.750000 Penalty: 1009.208435
	Iteration 9F: 3 clusters Score -3053797 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -3056251.500000 Penalty: 1009.208435
	Iteration 10F: 3 clusters Score -3056252 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -3058649.000000 Penalty: 1009.208435
	Iteration 11F: 3 clusters Score -3058649 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -3060708.250000 Penalty: 1009.208435
	Iteration 12Q: 3 clusters Score -3060708 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -3062220.750000 Penalty: 1009.208435
	Iteration 13Q: 3 clusters Score -3062221 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -3063204.500000 Penalty: 1009.208435
	Iteration 14Q: 3 clusters Score -3063204 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -3063845.750000 Penalty: 1009.208435
	Iteration 15Q: 3 clusters Score -3063846 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -3064257.250000 Penalty: 1009.208435
	Iteration 16Q: 3 clusters Score -3064257 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -3064496.000000 Penalty: 1009.208435
	Iteration 17Q: 3 clusters Score -3064496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -3064665.000000 Penalty: 1009.208435
	Iteration 18Q: 3 clusters Score -3064665 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -3064769.000000 Penalty: 1009.208435
	Iteration 19Q: 3 clusters Score -3064769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -3064840.250000 Penalty: 1009.208435
	Iteration 20F: 3 clusters Score -3064840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -3064883.250000 Penalty: 1009.208435
	Iteration 21Q: 3 clusters Score -3064883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -3064911.500000 Penalty: 1009.208435
	Iteration 22Q: 3 clusters Score -3064912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -3064930.250000 Penalty: 1009.208435
	Iteration 23Q: 3 clusters Score -3064930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -3064942.250000 Penalty: 1009.208435
	Iteration 24Q: 3 clusters Score -3064942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -3064947.500000 Penalty: 1009.208435
	Iteration 25Q: 3 clusters Score -3064948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -3064949.500000 Penalty: 1009.208435
	Iteration 26Q: 3 clusters Score -3064950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -3064955.000000 Penalty: 1009.208435
	Iteration 27Q: 3 clusters Score -3064955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -3064967.250000 Penalty: 1009.208435
	Iteration 28Q: 3 clusters Score -3064967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -3064968.000000 Penalty: 1009.208435
	Iteration 29Q: 3 clusters Score -3064968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -3064967.250000 Penalty: 1009.208435
	Iteration 30Q: 3 clusters Score -3064967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -3064967.250000 Penalty: 1009.208435
	Iteration 31F: 3 clusters Score -3064967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173041 members 
Entering Unmasked Estep 
Score: -7979487.500000 Penalty: 548.788452
	Iteration 0F: 2 clusters Score -7979488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -7867453.500000 Penalty: 1097.576904
	Iteration 0F: 3 clusters Score -7867454 nChanged 85189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -7918365.500000 Penalty: 1097.576904
	Iteration 1F: 3 clusters Score -7918366 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -7919566.000000 Penalty: 1097.576904
	Iteration 2Q: 3 clusters Score -7919566 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -7921095.500000 Penalty: 1097.576904
	Iteration 3Q: 3 clusters Score -7921096 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -7923560.500000 Penalty: 1097.576904
	Iteration 4Q: 3 clusters Score -7923560 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -7927862.000000 Penalty: 1097.576904
	Iteration 5F: 3 clusters Score -7927862 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -7935587.000000 Penalty: 1097.576904
	Iteration 6F: 3 clusters Score -7935587 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 131851 members 
Entering Unmasked Estep 
Score: -7947455.500000 Penalty: 1097.576904
	Iteration 7F: 3 clusters Score -7947456 nChanged 14847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -7960830.000000 Penalty: 1097.576904
	Iteration 8F: 3 clusters Score -7960830 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 157910 members 
Entering Unmasked Estep 
Score: -7969863.500000 Penalty: 1097.576904
	Iteration 9F: 3 clusters Score -7969864 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -7974547.000000 Penalty: 1097.576904
	Iteration 10Q: 3 clusters Score -7974547 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -7976822.500000 Penalty: 1097.576904
	Iteration 11Q: 3 clusters Score -7976822 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -7977812.500000 Penalty: 1097.576904
	Iteration 12Q: 3 clusters Score -7977812 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -7978288.000000 Penalty: 1097.576904
	Iteration 13Q: 3 clusters Score -7978288 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -7978513.000000 Penalty: 1097.576904
	Iteration 14Q: 3 clusters Score -7978513 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -7978743.500000 Penalty: 1097.576904
	Iteration 15Q: 3 clusters Score -7978744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 172275 members 
Entering Unmasked Estep 
Score: -7978867.500000 Penalty: 1097.576904
	Iteration 16Q: 3 clusters Score -7978868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -7978941.500000 Penalty: 1097.576904
	Iteration 17Q: 3 clusters Score -7978942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 172532 members 
Entering Unmasked Estep 
Score: -7978978.500000 Penalty: 1097.576904
	Iteration 18Q: 3 clusters Score -7978978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 172603 members 
Entering Unmasked Estep 
Score: -7979002.000000 Penalty: 1097.576904
	Iteration 19Q: 3 clusters Score -7979002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -7979006.000000 Penalty: 1097.576904
	Iteration 20F: 3 clusters Score -7979006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 172678 members 
Entering Unmasked Estep 
Score: -7979029.000000 Penalty: 1097.576904
	Iteration 21Q: 3 clusters Score -7979029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 172700 members 
Entering Unmasked Estep 
Score: -7979044.500000 Penalty: 1097.576904
	Iteration 22Q: 3 clusters Score -7979044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -7979052.500000 Penalty: 1097.576904
	Iteration 23Q: 3 clusters Score -7979052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -7979055.500000 Penalty: 1097.576904
	Iteration 24Q: 3 clusters Score -7979056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -7979068.000000 Penalty: 1097.576904
	Iteration 25Q: 3 clusters Score -7979068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -7979080.500000 Penalty: 1097.576904
	Iteration 26Q: 3 clusters Score -7979080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 172739 members 
Entering Unmasked Estep 
Score: -7979081.000000 Penalty: 1097.576904
	Iteration 27Q: 3 clusters Score -7979081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172741 members 
Entering Unmasked Estep 
Score: -7979090.500000 Penalty: 1097.576904
	Iteration 28Q: 3 clusters Score -7979090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -7979086.000000 Penalty: 1097.576904
	Iteration 29Q: 3 clusters Score -7979086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 172745 members 
Entering Unmasked Estep 
Score: -7979098.000000 Penalty: 1097.576904
	Iteration 30Q: 3 clusters Score -7979098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -7979094.000000 Penalty: 1097.576904
	Iteration 31Q: 3 clusters Score -7979094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 172748 members 
Entering Unmasked Estep 
Score: -7979100.500000 Penalty: 1097.576904
	Iteration 32Q: 3 clusters Score -7979100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172749 members 
Entering Unmasked Estep 
Score: -7979103.500000 Penalty: 1097.576904
	Iteration 33Q: 3 clusters Score -7979104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 172748 members 
Entering Unmasked Estep 
Score: -7979104.500000 Penalty: 1097.576904
	Iteration 34Q: 3 clusters Score -7979104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -7979097.500000 Penalty: 1097.576904
	Iteration 35Q: 3 clusters Score -7979098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -7979101.500000 Penalty: 1097.576904
	Iteration 36Q: 3 clusters Score -7979102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -7979102.000000 Penalty: 1097.576904
	Iteration 37Q: 3 clusters Score -7979102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -7979102.000000 Penalty: 1097.576904
	Iteration 38F: 3 clusters Score -7979102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -71326.492188 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -71326.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -70226.867188 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -70226.87 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -70597.640625 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -70597.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -70674.218750 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -70674.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -70745.054688 Penalty: 664.343018
	Iteration 3F: 3 clusters Score -70745.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70820.554688 Penalty: 664.343018
	Iteration 4F: 3 clusters Score -70820.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70893.328125 Penalty: 664.343018
	Iteration 5F: 3 clusters Score -70893.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -70936.304688 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -70936.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70969.156250 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -70969.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70994.171875 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -70994.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -71009.085938 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -71009.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71019.234375 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -71019.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71024.867188 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -71024.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71028.585938 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -71028.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71031.882812 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -71031.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71034.929688 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -71034.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71036.093750 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -71036.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71037.515625 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -71037.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71039.335938 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -71039.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71039.539062 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -71039.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71039.539062 Penalty: 664.343018
	Iteration 19F: 3 clusters Score -71039.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Entering Unmasked Estep 
Score: -1599146.000000 Penalty: 473.793427
	Iteration 0F: 2 clusters Score -1599146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1576646.750000 Penalty: 947.586853
	Iteration 0F: 3 clusters Score -1576647 nChanged 16106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1586564.750000 Penalty: 947.586853
	Iteration 1F: 3 clusters Score -1586565 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1587356.250000 Penalty: 947.586853
	Iteration 2F: 3 clusters Score -1587356 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1588449.500000 Penalty: 947.586853
	Iteration 3F: 3 clusters Score -1588450 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1589872.750000 Penalty: 947.586853
	Iteration 4F: 3 clusters Score -1589873 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1591491.750000 Penalty: 947.586853
	Iteration 5F: 3 clusters Score -1591492 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1592850.000000 Penalty: 947.586853
	Iteration 6F: 3 clusters Score -1592850 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1593443.250000 Penalty: 947.586853
	Iteration 7Q: 3 clusters Score -1593443 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1593646.250000 Penalty: 947.586853
	Iteration 8Q: 3 clusters Score -1593646 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -1593740.250000 Penalty: 947.586853
	Iteration 9Q: 3 clusters Score -1593740 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1593819.500000 Penalty: 947.586853
	Iteration 10Q: 3 clusters Score -1593820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1593909.750000 Penalty: 947.586853
	Iteration 11Q: 3 clusters Score -1593910 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -1593996.875000 Penalty: 947.586853
	Iteration 12Q: 3 clusters Score -1593997 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1594110.750000 Penalty: 947.586853
	Iteration 13Q: 3 clusters Score -1594111 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -1594242.000000 Penalty: 947.586853
	Iteration 14Q: 3 clusters Score -1594242 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1594411.125000 Penalty: 947.586853
	Iteration 15Q: 3 clusters Score -1594411 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1594583.500000 Penalty: 947.586853
	Iteration 16Q: 3 clusters Score -1594584 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -1594807.375000 Penalty: 947.586853
	Iteration 17Q: 3 clusters Score -1594807 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1595072.250000 Penalty: 947.586853
	Iteration 18Q: 3 clusters Score -1595072 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1595392.250000 Penalty: 947.586853
	Iteration 19Q: 3 clusters Score -1595392 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -1595711.000000 Penalty: 947.586853
	Iteration 20F: 3 clusters Score -1595711 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -1596004.875000 Penalty: 947.586853
	Iteration 21Q: 3 clusters Score -1596005 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -1596209.000000 Penalty: 947.586853
	Iteration 22Q: 3 clusters Score -1596209 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1596385.125000 Penalty: 947.586853
	Iteration 23Q: 3 clusters Score -1596385 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -1596529.875000 Penalty: 947.586853
	Iteration 24Q: 3 clusters Score -1596530 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -1596648.000000 Penalty: 947.586853
	Iteration 25Q: 3 clusters Score -1596648 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -1596738.375000 Penalty: 947.586853
	Iteration 26Q: 3 clusters Score -1596738 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -1596820.625000 Penalty: 947.586853
	Iteration 27Q: 3 clusters Score -1596821 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1596899.125000 Penalty: 947.586853
	Iteration 28Q: 3 clusters Score -1596899 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -1596965.125000 Penalty: 947.586853
	Iteration 29Q: 3 clusters Score -1596965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -1597036.500000 Penalty: 947.586853
	Iteration 30Q: 3 clusters Score -1597036 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -1597106.250000 Penalty: 947.586853
	Iteration 31Q: 3 clusters Score -1597106 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -1597180.750000 Penalty: 947.586853
	Iteration 32Q: 3 clusters Score -1597181 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -1597248.000000 Penalty: 947.586853
	Iteration 33Q: 3 clusters Score -1597248 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -1597313.750000 Penalty: 947.586853
	Iteration 34Q: 3 clusters Score -1597314 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1597378.375000 Penalty: 947.586853
	Iteration 35Q: 3 clusters Score -1597378 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -1597448.750000 Penalty: 947.586853
	Iteration 36Q: 3 clusters Score -1597449 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -1597539.750000 Penalty: 947.586853
	Iteration 37Q: 3 clusters Score -1597540 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1597605.500000 Penalty: 947.586853
	Iteration 38Q: 3 clusters Score -1597606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -1597662.500000 Penalty: 947.586853
	Iteration 39Q: 3 clusters Score -1597662 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -1597734.500000 Penalty: 947.586853
	Iteration 40F: 3 clusters Score -1597734 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -1597807.125000 Penalty: 947.586853
	Iteration 41Q: 3 clusters Score -1597807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -1597884.375000 Penalty: 947.586853
	Iteration 42Q: 3 clusters Score -1597884 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -1597943.375000 Penalty: 947.586853
	Iteration 43Q: 3 clusters Score -1597943 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -1597998.750000 Penalty: 947.586853
	Iteration 44Q: 3 clusters Score -1597999 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -1598056.500000 Penalty: 947.586853
	Iteration 45Q: 3 clusters Score -1598056 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -1598118.125000 Penalty: 947.586853
	Iteration 46Q: 3 clusters Score -1598118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -1598189.125000 Penalty: 947.586853
	Iteration 47Q: 3 clusters Score -1598189 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -1598248.375000 Penalty: 947.586853
	Iteration 48Q: 3 clusters Score -1598248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -1598294.375000 Penalty: 947.586853
	Iteration 49Q: 3 clusters Score -1598294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -1598348.125000 Penalty: 947.586853
	Iteration 50Q: 3 clusters Score -1598348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -1598383.250000 Penalty: 947.586853
	Iteration 51Q: 3 clusters Score -1598383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -1598432.000000 Penalty: 947.586853
	Iteration 52Q: 3 clusters Score -1598432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -1598475.125000 Penalty: 947.586853
	Iteration 53Q: 3 clusters Score -1598475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -1598509.750000 Penalty: 947.586853
	Iteration 54Q: 3 clusters Score -1598510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -1598548.250000 Penalty: 947.586853
	Iteration 55Q: 3 clusters Score -1598548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -1598568.875000 Penalty: 947.586853
	Iteration 56Q: 3 clusters Score -1598569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -1598597.750000 Penalty: 947.586853
	Iteration 57Q: 3 clusters Score -1598598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -1598623.000000 Penalty: 947.586853
	Iteration 58Q: 3 clusters Score -1598623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -1598646.875000 Penalty: 947.586853
	Iteration 59Q: 3 clusters Score -1598647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -1598665.000000 Penalty: 947.586853
	Iteration 60F: 3 clusters Score -1598665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -1598679.000000 Penalty: 947.586853
	Iteration 61Q: 3 clusters Score -1598679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -1598689.625000 Penalty: 947.586853
	Iteration 62Q: 3 clusters Score -1598690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -1598691.500000 Penalty: 947.586853
	Iteration 63Q: 3 clusters Score -1598692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -1598697.500000 Penalty: 947.586853
	Iteration 64Q: 3 clusters Score -1598698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -1598706.625000 Penalty: 947.586853
	Iteration 65Q: 3 clusters Score -1598707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -1598706.250000 Penalty: 947.586853
	Iteration 66Q: 3 clusters Score -1598706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -1598708.750000 Penalty: 947.586853
	Iteration 67Q: 3 clusters Score -1598709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -1598714.000000 Penalty: 947.586853
	Iteration 68Q: 3 clusters Score -1598714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -1598718.375000 Penalty: 947.586853
	Iteration 69Q: 3 clusters Score -1598718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -1598725.375000 Penalty: 947.586853
	Iteration 70Q: 3 clusters Score -1598725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -1598726.875000 Penalty: 947.586853
	Iteration 71Q: 3 clusters Score -1598727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -1598727.625000 Penalty: 947.586853
	Iteration 72Q: 3 clusters Score -1598728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -1598728.875000 Penalty: 947.586853
	Iteration 73Q: 3 clusters Score -1598729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -1598729.125000 Penalty: 947.586853
	Iteration 74Q: 3 clusters Score -1598729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -1598730.125000 Penalty: 947.586853
	Iteration 75Q: 3 clusters Score -1598730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -1598730.750000 Penalty: 947.586853
	Iteration 76Q: 3 clusters Score -1598731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -1598730.875000 Penalty: 947.586853
	Iteration 77Q: 3 clusters Score -1598731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -1598732.375000 Penalty: 947.586853
	Iteration 78Q: 3 clusters Score -1598732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -1598734.875000 Penalty: 947.586853
	Iteration 79Q: 3 clusters Score -1598735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -1598737.375000 Penalty: 947.586853
	Iteration 80F: 3 clusters Score -1598737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -1598739.250000 Penalty: 947.586853
	Iteration 81Q: 3 clusters Score -1598739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -1598739.000000 Penalty: 947.586853
	Iteration 82Q: 3 clusters Score -1598739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -1598739.000000 Penalty: 947.586853
	Iteration 83F: 3 clusters Score -1598739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -34947.203125 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34947.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35216.988281 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35216.99 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -35416.492188 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35416.49 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -35523.089844 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35523.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35575.554688 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35575.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -35616.613281 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -35616.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -35661.363281 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -35661.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -35697.402344 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -35697.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -35711.742188 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35711.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -35718.421875 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35718.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -35722.863281 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35722.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -35724.593750 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35724.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -35725.402344 Penalty: 618.205444
	Iteration 12Q: 3 clusters Score -35725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35725.558594 Penalty: 618.205444
	Iteration 13Q: 3 clusters Score -35725.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35725.558594 Penalty: 618.205444
	Iteration 14F: 3 clusters Score -35725.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 173041 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33291 members 
Mstep: Class 5 contains 99 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103657 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 793 members 
Entering Unmasked Estep 
Score: -23235460.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23235684.000000 to -23235460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -178127.031250 Penalty: 378.702087
	Iteration 0F: 2 clusters Score -178127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -175386.265625 Penalty: 757.404175
	Iteration 0F: 3 clusters Score -175386.3 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -176330.125000 Penalty: 757.404175
	Iteration 1F: 3 clusters Score -176330.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -176428.843750 Penalty: 757.404175
	Iteration 2F: 3 clusters Score -176428.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -176509.078125 Penalty: 757.404175
	Iteration 3Q: 3 clusters Score -176509.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -176610.546875 Penalty: 757.404175
	Iteration 4Q: 3 clusters Score -176610.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -176734.031250 Penalty: 757.404175
	Iteration 5Q: 3 clusters Score -176734 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -176883.187500 Penalty: 757.404175
	Iteration 6F: 3 clusters Score -176883.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -177081.296875 Penalty: 757.404175
	Iteration 7F: 3 clusters Score -177081.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -177309.765625 Penalty: 757.404175
	Iteration 8F: 3 clusters Score -177309.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -177498.328125 Penalty: 757.404175
	Iteration 9Q: 3 clusters Score -177498.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -177621.250000 Penalty: 757.404175
	Iteration 10Q: 3 clusters Score -177621.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -177699.421875 Penalty: 757.404175
	Iteration 11Q: 3 clusters Score -177699.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -177744.812500 Penalty: 757.404175
	Iteration 12Q: 3 clusters Score -177744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -177762.640625 Penalty: 757.404175
	Iteration 13Q: 3 clusters Score -177762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -177767.468750 Penalty: 757.404175
	Iteration 14Q: 3 clusters Score -177767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -177771.953125 Penalty: 757.404175
	Iteration 15Q: 3 clusters Score -177772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -177774.421875 Penalty: 757.404175
	Iteration 16Q: 3 clusters Score -177774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -177774.421875 Penalty: 757.404175
	Iteration 17F: 3 clusters Score -177774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11579.017578 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11579.02 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11654.748047 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11654.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11679.765625 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11679.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11685.130859 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -11685.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11686.099609 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11686.099609 Penalty: 519.044189
	Iteration 5F: 3 clusters Score -11686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Entering Unmasked Estep 
Score: -1400161.250000 Penalty: 471.772949
	Iteration 0F: 2 clusters Score -1400161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1379052.375000 Penalty: 943.545898
	Iteration 0F: 3 clusters Score -1379052 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1388694.000000 Penalty: 943.545898
	Iteration 1F: 3 clusters Score -1388694 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1389831.625000 Penalty: 943.545898
	Iteration 2F: 3 clusters Score -1389832 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1391388.625000 Penalty: 943.545898
	Iteration 3F: 3 clusters Score -1391389 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1393437.625000 Penalty: 943.545898
	Iteration 4F: 3 clusters Score -1393438 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1395769.500000 Penalty: 943.545898
	Iteration 5F: 3 clusters Score -1395770 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1397773.250000 Penalty: 943.545898
	Iteration 6F: 3 clusters Score -1397773 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1398971.375000 Penalty: 943.545898
	Iteration 7Q: 3 clusters Score -1398971 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1399479.000000 Penalty: 943.545898
	Iteration 8Q: 3 clusters Score -1399479 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1399658.375000 Penalty: 943.545898
	Iteration 9Q: 3 clusters Score -1399658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1399737.000000 Penalty: 943.545898
	Iteration 10Q: 3 clusters Score -1399737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1399777.875000 Penalty: 943.545898
	Iteration 11Q: 3 clusters Score -1399778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1399791.375000 Penalty: 943.545898
	Iteration 12Q: 3 clusters Score -1399791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1399807.375000 Penalty: 943.545898
	Iteration 13Q: 3 clusters Score -1399807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1399820.250000 Penalty: 943.545898
	Iteration 14Q: 3 clusters Score -1399820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1399823.375000 Penalty: 943.545898
	Iteration 15Q: 3 clusters Score -1399823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1399828.875000 Penalty: 943.545898
	Iteration 16Q: 3 clusters Score -1399829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1399835.125000 Penalty: 943.545898
	Iteration 17Q: 3 clusters Score -1399835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1399839.750000 Penalty: 943.545898
	Iteration 18Q: 3 clusters Score -1399840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1399839.375000 Penalty: 943.545898
	Iteration 19Q: 3 clusters Score -1399839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1399840.750000 Penalty: 943.545898
	Iteration 20F: 3 clusters Score -1399841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1399843.875000 Penalty: 943.545898
	Iteration 21Q: 3 clusters Score -1399844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1399845.750000 Penalty: 943.545898
	Iteration 22Q: 3 clusters Score -1399846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1399845.750000 Penalty: 943.545898
	Iteration 23F: 3 clusters Score -1399846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -101666.664062 Penalty: 353.352692
	Iteration 0F: 2 clusters Score -101666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -100017.226562 Penalty: 706.705383
	Iteration 0F: 3 clusters Score -100017.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -100638.492188 Penalty: 706.705383
	Iteration 1F: 3 clusters Score -100638.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -100787.742188 Penalty: 706.705383
	Iteration 2F: 3 clusters Score -100787.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -100915.781250 Penalty: 706.705383
	Iteration 3F: 3 clusters Score -100915.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -101018.257812 Penalty: 706.705383
	Iteration 4F: 3 clusters Score -101018.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -101101.523438 Penalty: 706.705383
	Iteration 5Q: 3 clusters Score -101101.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -101167.007812 Penalty: 706.705383
	Iteration 6Q: 3 clusters Score -101167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101205.335938 Penalty: 706.705383
	Iteration 7Q: 3 clusters Score -101205.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -101233.656250 Penalty: 706.705383
	Iteration 8Q: 3 clusters Score -101233.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101266.976562 Penalty: 706.705383
	Iteration 9Q: 3 clusters Score -101267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -101298.578125 Penalty: 706.705383
	Iteration 10Q: 3 clusters Score -101298.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -101319.234375 Penalty: 706.705383
	Iteration 11Q: 3 clusters Score -101319.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -101339.945312 Penalty: 706.705383
	Iteration 12Q: 3 clusters Score -101339.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101368.335938 Penalty: 706.705383
	Iteration 13Q: 3 clusters Score -101368.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -101395.414062 Penalty: 706.705383
	Iteration 14Q: 3 clusters Score -101395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -101412.054688 Penalty: 706.705383
	Iteration 15Q: 3 clusters Score -101412.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101424.632812 Penalty: 706.705383
	Iteration 16Q: 3 clusters Score -101424.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101435.546875 Penalty: 706.705383
	Iteration 17Q: 3 clusters Score -101435.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101442.750000 Penalty: 706.705383
	Iteration 18Q: 3 clusters Score -101442.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101448.796875 Penalty: 706.705383
	Iteration 19Q: 3 clusters Score -101448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101453.125000 Penalty: 706.705383
	Iteration 20F: 3 clusters Score -101453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101455.882812 Penalty: 706.705383
	Iteration 21Q: 3 clusters Score -101455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101457.617188 Penalty: 706.705383
	Iteration 22Q: 3 clusters Score -101457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101459.773438 Penalty: 706.705383
	Iteration 23Q: 3 clusters Score -101459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101460.148438 Penalty: 706.705383
	Iteration 24Q: 3 clusters Score -101460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101461.390625 Penalty: 706.705383
	Iteration 25Q: 3 clusters Score -101461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101463.390625 Penalty: 706.705383
	Iteration 26Q: 3 clusters Score -101463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101465.429688 Penalty: 706.705383
	Iteration 27Q: 3 clusters Score -101465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101466.523438 Penalty: 706.705383
	Iteration 28Q: 3 clusters Score -101466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101467.328125 Penalty: 706.705383
	Iteration 29Q: 3 clusters Score -101467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101467.789062 Penalty: 706.705383
	Iteration 30Q: 3 clusters Score -101467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101468.742188 Penalty: 706.705383
	Iteration 31Q: 3 clusters Score -101468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101469.218750 Penalty: 706.705383
	Iteration 32Q: 3 clusters Score -101469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101469.640625 Penalty: 706.705383
	Iteration 33Q: 3 clusters Score -101469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101470.570312 Penalty: 706.705383
	Iteration 34Q: 3 clusters Score -101470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101470.859375 Penalty: 706.705383
	Iteration 35Q: 3 clusters Score -101470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101471.148438 Penalty: 706.705383
	Iteration 36Q: 3 clusters Score -101471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101471.296875 Penalty: 706.705383
	Iteration 37Q: 3 clusters Score -101471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101471.453125 Penalty: 706.705383
	Iteration 38Q: 3 clusters Score -101471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101472.039062 Penalty: 706.705383
	Iteration 39Q: 3 clusters Score -101472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101473.062500 Penalty: 706.705383
	Iteration 40F: 3 clusters Score -101473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101474.351562 Penalty: 706.705383
	Iteration 41Q: 3 clusters Score -101474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101477.968750 Penalty: 706.705383
	Iteration 42Q: 3 clusters Score -101478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101484.617188 Penalty: 706.705383
	Iteration 43Q: 3 clusters Score -101484.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101487.367188 Penalty: 706.705383
	Iteration 44Q: 3 clusters Score -101487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101488.320312 Penalty: 706.705383
	Iteration 45Q: 3 clusters Score -101488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101490.781250 Penalty: 706.705383
	Iteration 46Q: 3 clusters Score -101490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101492.859375 Penalty: 706.705383
	Iteration 47Q: 3 clusters Score -101492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101493.007812 Penalty: 706.705383
	Iteration 48Q: 3 clusters Score -101493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101493.007812 Penalty: 706.705383
	Iteration 49F: 3 clusters Score -101493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Entering Unmasked Estep 
Score: -4865338.500000 Penalty: 525.472351
	Iteration 0F: 2 clusters Score -4865338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -4796181.500000 Penalty: 1050.944702
	Iteration 0F: 3 clusters Score -4796182 nChanged 50422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -4826624.000000 Penalty: 1050.944702
	Iteration 1F: 3 clusters Score -4826624 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -4828297.000000 Penalty: 1050.944702
	Iteration 2Q: 3 clusters Score -4828297 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -4831088.000000 Penalty: 1050.944702
	Iteration 3F: 3 clusters Score -4831088 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -4835688.000000 Penalty: 1050.944702
	Iteration 4F: 3 clusters Score -4835688 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 70198 members 
Entering Unmasked Estep 
Score: -4841830.000000 Penalty: 1050.944702
	Iteration 5F: 3 clusters Score -4841830 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -4846990.000000 Penalty: 1050.944702
	Iteration 6F: 3 clusters Score -4846990 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -4849475.000000 Penalty: 1050.944702
	Iteration 7Q: 3 clusters Score -4849475 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -4850454.000000 Penalty: 1050.944702
	Iteration 8Q: 3 clusters Score -4850454 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -4851117.000000 Penalty: 1050.944702
	Iteration 9Q: 3 clusters Score -4851117 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -4851730.500000 Penalty: 1050.944702
	Iteration 10Q: 3 clusters Score -4851730 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -4852462.500000 Penalty: 1050.944702
	Iteration 11Q: 3 clusters Score -4852462 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -4853263.000000 Penalty: 1050.944702
	Iteration 12Q: 3 clusters Score -4853263 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -4854033.000000 Penalty: 1050.944702
	Iteration 13Q: 3 clusters Score -4854033 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -4854903.500000 Penalty: 1050.944702
	Iteration 14Q: 3 clusters Score -4854904 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -4855846.500000 Penalty: 1050.944702
	Iteration 15Q: 3 clusters Score -4855846 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -4856857.000000 Penalty: 1050.944702
	Iteration 16Q: 3 clusters Score -4856857 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -4857858.000000 Penalty: 1050.944702
	Iteration 17Q: 3 clusters Score -4857858 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -4858840.500000 Penalty: 1050.944702
	Iteration 18Q: 3 clusters Score -4858840 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -4859763.500000 Penalty: 1050.944702
	Iteration 19Q: 3 clusters Score -4859764 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -4860592.000000 Penalty: 1050.944702
	Iteration 20F: 3 clusters Score -4860592 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -4861354.000000 Penalty: 1050.944702
	Iteration 21Q: 3 clusters Score -4861354 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -4862041.500000 Penalty: 1050.944702
	Iteration 22Q: 3 clusters Score -4862042 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -4862609.500000 Penalty: 1050.944702
	Iteration 23Q: 3 clusters Score -4862610 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -4863129.500000 Penalty: 1050.944702
	Iteration 24Q: 3 clusters Score -4863130 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -4863510.500000 Penalty: 1050.944702
	Iteration 25Q: 3 clusters Score -4863510 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -4863843.000000 Penalty: 1050.944702
	Iteration 26Q: 3 clusters Score -4863843 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -4864105.500000 Penalty: 1050.944702
	Iteration 27Q: 3 clusters Score -4864106 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -4864331.000000 Penalty: 1050.944702
	Iteration 28Q: 3 clusters Score -4864331 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -4864501.000000 Penalty: 1050.944702
	Iteration 29Q: 3 clusters Score -4864501 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 103260 members 
Entering Unmasked Estep 
Score: -4864626.000000 Penalty: 1050.944702
	Iteration 30Q: 3 clusters Score -4864626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -4864716.500000 Penalty: 1050.944702
	Iteration 31Q: 3 clusters Score -4864716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -4864774.500000 Penalty: 1050.944702
	Iteration 32Q: 3 clusters Score -4864774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -4864807.500000 Penalty: 1050.944702
	Iteration 33Q: 3 clusters Score -4864808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -4864830.000000 Penalty: 1050.944702
	Iteration 34Q: 3 clusters Score -4864830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -4864839.000000 Penalty: 1050.944702
	Iteration 35Q: 3 clusters Score -4864839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -4864845.000000 Penalty: 1050.944702
	Iteration 36Q: 3 clusters Score -4864845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -4864847.000000 Penalty: 1050.944702
	Iteration 37Q: 3 clusters Score -4864847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -4864847.000000 Penalty: 1050.944702
	Iteration 38F: 3 clusters Score -4864847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -63561.093750 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -63561.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -62504.128906 Penalty: 659.094604
	Iteration 0F: 3 clusters Score -62504.13 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -62843.632812 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -62843.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -62922.691406 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -62922.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -62981.328125 Penalty: 659.094604
	Iteration 3F: 3 clusters Score -62981.33 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63039.671875 Penalty: 659.094604
	Iteration 4F: 3 clusters Score -63039.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63087.722656 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -63087.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -63127.582031 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -63127.58 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -63150.812500 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -63150.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -63164.910156 Penalty: 659.094604
	Iteration 8Q: 3 clusters Score -63164.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -63171.734375 Penalty: 659.094604
	Iteration 9Q: 3 clusters Score -63171.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -63180.800781 Penalty: 659.094604
	Iteration 10Q: 3 clusters Score -63180.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63187.652344 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -63187.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -63191.628906 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -63191.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -63198.300781 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -63198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -63202.617188 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -63202.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -63209.917969 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -63209.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -63214.195312 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -63214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63216.019531 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -63216.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63216.238281 Penalty: 659.094604
	Iteration 18Q: 3 clusters Score -63216.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -63216.238281 Penalty: 659.094604
	Iteration 19F: 3 clusters Score -63216.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -39287.566406 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -39287.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38499.402344 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -38499.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -38717.957031 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -38717.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38778.632812 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -38778.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -38859.890625 Penalty: 624.224976
	Iteration 3F: 3 clusters Score -38859.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -38989.097656 Penalty: 624.224976
	Iteration 4F: 3 clusters Score -38989.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -39070.253906 Penalty: 624.224976
	Iteration 5F: 3 clusters Score -39070.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -39114.488281 Penalty: 624.224976
	Iteration 6Q: 3 clusters Score -39114.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -39152.417969 Penalty: 624.224976
	Iteration 7Q: 3 clusters Score -39152.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -39177.410156 Penalty: 624.224976
	Iteration 8Q: 3 clusters Score -39177.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -39194.824219 Penalty: 624.224976
	Iteration 9Q: 3 clusters Score -39194.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -39199.613281 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -39199.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -39203.414062 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -39203.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -39206.636719 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -39206.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -39207.574219 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -39207.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -39208.011719 Penalty: 624.224976
	Iteration 14Q: 3 clusters Score -39208.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -39208.656250 Penalty: 624.224976
	Iteration 15Q: 3 clusters Score -39208.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -39209.546875 Penalty: 624.224976
	Iteration 16Q: 3 clusters Score -39209.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -39209.546875 Penalty: 624.224976
	Iteration 17F: 3 clusters Score -39209.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9837.306641 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9837.307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9523.204102 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -9523.204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9643.708008 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9643.708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9693.627930 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9693.628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9726.248047 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -9726.248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9734.147461 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9734.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9735.987305 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9735.987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9738.621094 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9738.621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9738.621094 Penalty: 510.794678
	Iteration 7F: 3 clusters Score -9738.621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6076.999023 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6076.999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6134.331055 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6134.331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6135.220215 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6135.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6135.220215 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6135.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -172708.359375 Penalty: 371.498169
	Iteration 0F: 2 clusters Score -172708.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -170313.781250 Penalty: 742.996338
	Iteration 0F: 3 clusters Score -170313.8 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -171238.234375 Penalty: 742.996338
	Iteration 1F: 3 clusters Score -171238.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -171346.468750 Penalty: 742.996338
	Iteration 2F: 3 clusters Score -171346.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -171476.046875 Penalty: 742.996338
	Iteration 3F: 3 clusters Score -171476 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -171656.562500 Penalty: 742.996338
	Iteration 4F: 3 clusters Score -171656.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -171865.046875 Penalty: 742.996338
	Iteration 5F: 3 clusters Score -171865 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -172027.390625 Penalty: 742.996338
	Iteration 6F: 3 clusters Score -172027.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -172143.312500 Penalty: 742.996338
	Iteration 7Q: 3 clusters Score -172143.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -172215.406250 Penalty: 742.996338
	Iteration 8Q: 3 clusters Score -172215.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -172266.281250 Penalty: 742.996338
	Iteration 9Q: 3 clusters Score -172266.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -172311.062500 Penalty: 742.996338
	Iteration 10Q: 3 clusters Score -172311.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -172344.359375 Penalty: 742.996338
	Iteration 11Q: 3 clusters Score -172344.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -172359.296875 Penalty: 742.996338
	Iteration 12Q: 3 clusters Score -172359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -172372.468750 Penalty: 742.996338
	Iteration 13Q: 3 clusters Score -172372.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -172381.250000 Penalty: 742.996338
	Iteration 14Q: 3 clusters Score -172381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -172383.328125 Penalty: 742.996338
	Iteration 15Q: 3 clusters Score -172383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -172383.890625 Penalty: 742.996338
	Iteration 16Q: 3 clusters Score -172383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -172384.468750 Penalty: 742.996338
	Iteration 17Q: 3 clusters Score -172384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -172384.906250 Penalty: 742.996338
	Iteration 18Q: 3 clusters Score -172384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -172384.906250 Penalty: 742.996338
	Iteration 19F: 3 clusters Score -172384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -146338.953125 Penalty: 363.509583
	Iteration 0F: 2 clusters Score -146339 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 1480 members 
Entering Unmasked Estep 
Score: -144251.734375 Penalty: 727.019165
	Iteration 0F: 3 clusters Score -144251.7 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -144984.328125 Penalty: 727.019165
	Iteration 1F: 3 clusters Score -144984.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -145088.281250 Penalty: 727.019165
	Iteration 2F: 3 clusters Score -145088.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -145167.500000 Penalty: 727.019165
	Iteration 3F: 3 clusters Score -145167.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -145208.031250 Penalty: 727.019165
	Iteration 4Q: 3 clusters Score -145208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -145263.593750 Penalty: 727.019165
	Iteration 5Q: 3 clusters Score -145263.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -145330.656250 Penalty: 727.019165
	Iteration 6Q: 3 clusters Score -145330.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -145412.796875 Penalty: 727.019165
	Iteration 7Q: 3 clusters Score -145412.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -145519.000000 Penalty: 727.019165
	Iteration 8Q: 3 clusters Score -145519 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -145638.750000 Penalty: 727.019165
	Iteration 9Q: 3 clusters Score -145638.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -145731.390625 Penalty: 727.019165
	Iteration 10Q: 3 clusters Score -145731.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -145792.500000 Penalty: 727.019165
	Iteration 11Q: 3 clusters Score -145792.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -145829.171875 Penalty: 727.019165
	Iteration 12Q: 3 clusters Score -145829.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145841.093750 Penalty: 727.019165
	Iteration 13Q: 3 clusters Score -145841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145846.515625 Penalty: 727.019165
	Iteration 14Q: 3 clusters Score -145846.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -145849.406250 Penalty: 727.019165
	Iteration 15Q: 3 clusters Score -145849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -145852.375000 Penalty: 727.019165
	Iteration 16Q: 3 clusters Score -145852.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145854.906250 Penalty: 727.019165
	Iteration 17Q: 3 clusters Score -145854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -145856.078125 Penalty: 727.019165
	Iteration 18Q: 3 clusters Score -145856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -145856.578125 Penalty: 727.019165
	Iteration 19Q: 3 clusters Score -145856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145857.046875 Penalty: 727.019165
	Iteration 20F: 3 clusters Score -145857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -145856.859375 Penalty: 727.019165
	Iteration 21Q: 3 clusters Score -145856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145856.953125 Penalty: 727.019165
	Iteration 22Q: 3 clusters Score -145857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -145857.250000 Penalty: 727.019165
	Iteration 23Q: 3 clusters Score -145857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -145857.359375 Penalty: 727.019165
	Iteration 24Q: 3 clusters Score -145857.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -145857.859375 Penalty: 727.019165
	Iteration 25Q: 3 clusters Score -145857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -145858.468750 Penalty: 727.019165
	Iteration 26Q: 3 clusters Score -145858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -145858.875000 Penalty: 727.019165
	Iteration 27Q: 3 clusters Score -145858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -145858.671875 Penalty: 727.019165
	Iteration 28Q: 3 clusters Score -145858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145859.093750 Penalty: 727.019165
	Iteration 29Q: 3 clusters Score -145859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -145859.093750 Penalty: 727.019165
	Iteration 30F: 3 clusters Score -145859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -329209.062500 Penalty: 401.072327
	Iteration 0F: 2 clusters Score -329209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -324746.843750 Penalty: 802.144653
	Iteration 0F: 3 clusters Score -324746.8 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -326519.437500 Penalty: 802.144653
	Iteration 1F: 3 clusters Score -326519.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -326772.968750 Penalty: 802.144653
	Iteration 2F: 3 clusters Score -326773 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -327095.812500 Penalty: 802.144653
	Iteration 3F: 3 clusters Score -327095.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -327480.531250 Penalty: 802.144653
	Iteration 4F: 3 clusters Score -327480.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -327879.531250 Penalty: 802.144653
	Iteration 5F: 3 clusters Score -327879.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -328163.718750 Penalty: 802.144653
	Iteration 6F: 3 clusters Score -328163.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -328285.250000 Penalty: 802.144653
	Iteration 7Q: 3 clusters Score -328285.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -328335.937500 Penalty: 802.144653
	Iteration 8Q: 3 clusters Score -328335.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -328373.031250 Penalty: 802.144653
	Iteration 9Q: 3 clusters Score -328373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -328400.843750 Penalty: 802.144653
	Iteration 10Q: 3 clusters Score -328400.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -328433.968750 Penalty: 802.144653
	Iteration 11Q: 3 clusters Score -328434 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -328464.312500 Penalty: 802.144653
	Iteration 12Q: 3 clusters Score -328464.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -328490.812500 Penalty: 802.144653
	Iteration 13Q: 3 clusters Score -328490.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -328515.468750 Penalty: 802.144653
	Iteration 14Q: 3 clusters Score -328515.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -328537.656250 Penalty: 802.144653
	Iteration 15Q: 3 clusters Score -328537.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -328558.437500 Penalty: 802.144653
	Iteration 16Q: 3 clusters Score -328558.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -328583.625000 Penalty: 802.144653
	Iteration 17Q: 3 clusters Score -328583.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -328603.812500 Penalty: 802.144653
	Iteration 18Q: 3 clusters Score -328603.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -328618.937500 Penalty: 802.144653
	Iteration 19Q: 3 clusters Score -328618.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -328631.562500 Penalty: 802.144653
	Iteration 20F: 3 clusters Score -328631.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -328646.187500 Penalty: 802.144653
	Iteration 21Q: 3 clusters Score -328646.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -328658.156250 Penalty: 802.144653
	Iteration 22Q: 3 clusters Score -328658.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -328669.062500 Penalty: 802.144653
	Iteration 23Q: 3 clusters Score -328669.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -328679.312500 Penalty: 802.144653
	Iteration 24Q: 3 clusters Score -328679.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328689.593750 Penalty: 802.144653
	Iteration 25Q: 3 clusters Score -328689.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -328699.875000 Penalty: 802.144653
	Iteration 26Q: 3 clusters Score -328699.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -328707.718750 Penalty: 802.144653
	Iteration 27Q: 3 clusters Score -328707.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -328712.093750 Penalty: 802.144653
	Iteration 28Q: 3 clusters Score -328712.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -328715.281250 Penalty: 802.144653
	Iteration 29Q: 3 clusters Score -328715.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -328718.000000 Penalty: 802.144653
	Iteration 30Q: 3 clusters Score -328718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -328723.062500 Penalty: 802.144653
	Iteration 31Q: 3 clusters Score -328723.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -328727.093750 Penalty: 802.144653
	Iteration 32Q: 3 clusters Score -328727.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -328731.312500 Penalty: 802.144653
	Iteration 33Q: 3 clusters Score -328731.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -328733.062500 Penalty: 802.144653
	Iteration 34Q: 3 clusters Score -328733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -328735.343750 Penalty: 802.144653
	Iteration 35Q: 3 clusters Score -328735.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -328737.312500 Penalty: 802.144653
	Iteration 36Q: 3 clusters Score -328737.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -328739.718750 Penalty: 802.144653
	Iteration 37Q: 3 clusters Score -328739.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -328739.843750 Penalty: 802.144653
	Iteration 38Q: 3 clusters Score -328739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -328740.531250 Penalty: 802.144653
	Iteration 39Q: 3 clusters Score -328740.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -328742.781250 Penalty: 802.144653
	Iteration 40F: 3 clusters Score -328742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -328743.625000 Penalty: 802.144653
	Iteration 41Q: 3 clusters Score -328743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -328746.062500 Penalty: 802.144653
	Iteration 42Q: 3 clusters Score -328746.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -328749.156250 Penalty: 802.144653
	Iteration 43Q: 3 clusters Score -328749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -328751.781250 Penalty: 802.144653
	Iteration 44Q: 3 clusters Score -328751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -328754.218750 Penalty: 802.144653
	Iteration 45Q: 3 clusters Score -328754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -328758.000000 Penalty: 802.144653
	Iteration 46Q: 3 clusters Score -328758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -328762.250000 Penalty: 802.144653
	Iteration 47Q: 3 clusters Score -328762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -328763.375000 Penalty: 802.144653
	Iteration 48Q: 3 clusters Score -328763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -328764.343750 Penalty: 802.144653
	Iteration 49Q: 3 clusters Score -328764.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -328765.187500 Penalty: 802.144653
	Iteration 50Q: 3 clusters Score -328765.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -328766.343750 Penalty: 802.144653
	Iteration 51Q: 3 clusters Score -328766.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -328769.281250 Penalty: 802.144653
	Iteration 52Q: 3 clusters Score -328769.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -328771.218750 Penalty: 802.144653
	Iteration 53Q: 3 clusters Score -328771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -328772.906250 Penalty: 802.144653
	Iteration 54Q: 3 clusters Score -328772.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -328774.875000 Penalty: 802.144653
	Iteration 55Q: 3 clusters Score -328774.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328778.562500 Penalty: 802.144653
	Iteration 56Q: 3 clusters Score -328778.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -328782.718750 Penalty: 802.144653
	Iteration 57Q: 3 clusters Score -328782.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -328788.156250 Penalty: 802.144653
	Iteration 58Q: 3 clusters Score -328788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -328792.593750 Penalty: 802.144653
	Iteration 59Q: 3 clusters Score -328792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -328796.593750 Penalty: 802.144653
	Iteration 60F: 3 clusters Score -328796.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -328799.156250 Penalty: 802.144653
	Iteration 61Q: 3 clusters Score -328799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -328803.468750 Penalty: 802.144653
	Iteration 62Q: 3 clusters Score -328803.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -328805.468750 Penalty: 802.144653
	Iteration 63Q: 3 clusters Score -328805.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328810.375000 Penalty: 802.144653
	Iteration 64Q: 3 clusters Score -328810.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -328816.687500 Penalty: 802.144653
	Iteration 65Q: 3 clusters Score -328816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -328819.968750 Penalty: 802.144653
	Iteration 66Q: 3 clusters Score -328820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -328821.718750 Penalty: 802.144653
	Iteration 67Q: 3 clusters Score -328821.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -328823.718750 Penalty: 802.144653
	Iteration 68Q: 3 clusters Score -328823.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328828.343750 Penalty: 802.144653
	Iteration 69Q: 3 clusters Score -328828.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -328834.562500 Penalty: 802.144653
	Iteration 70Q: 3 clusters Score -328834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -328840.312500 Penalty: 802.144653
	Iteration 71Q: 3 clusters Score -328840.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -328846.156250 Penalty: 802.144653
	Iteration 72Q: 3 clusters Score -328846.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -328852.093750 Penalty: 802.144653
	Iteration 73Q: 3 clusters Score -328852.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -328858.156250 Penalty: 802.144653
	Iteration 74Q: 3 clusters Score -328858.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -328862.281250 Penalty: 802.144653
	Iteration 75Q: 3 clusters Score -328862.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -328864.531250 Penalty: 802.144653
	Iteration 76Q: 3 clusters Score -328864.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328868.062500 Penalty: 802.144653
	Iteration 77Q: 3 clusters Score -328868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -328870.156250 Penalty: 802.144653
	Iteration 78Q: 3 clusters Score -328870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -328871.187500 Penalty: 802.144653
	Iteration 79Q: 3 clusters Score -328871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -328871.625000 Penalty: 802.144653
	Iteration 80F: 3 clusters Score -328871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328871.968750 Penalty: 802.144653
	Iteration 81Q: 3 clusters Score -328872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -328871.968750 Penalty: 802.144653
	Iteration 82F: 3 clusters Score -328872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10184.531250 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10184.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10265.841797 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10265.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10280.532227 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10280.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10285.605469 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10285.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10288.450195 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10288.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10289.041016 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10289.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10289.041016 Penalty: 503.897430
	Iteration 6F: 3 clusters Score -10289.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Entering Unmasked Estep 
Score: -3634096.000000 Penalty: 511.249329
	Iteration 0F: 2 clusters Score -3634096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -3582774.500000 Penalty: 1022.498657
	Iteration 0F: 3 clusters Score -3582774 nChanged 37116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -3605218.250000 Penalty: 1022.498657
	Iteration 1F: 3 clusters Score -3605218 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -3606327.500000 Penalty: 1022.498657
	Iteration 2Q: 3 clusters Score -3606328 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -3608193.250000 Penalty: 1022.498657
	Iteration 3F: 3 clusters Score -3608193 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -3611390.500000 Penalty: 1022.498657
	Iteration 4F: 3 clusters Score -3611390 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -3616248.500000 Penalty: 1022.498657
	Iteration 5F: 3 clusters Score -3616248 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -3621826.000000 Penalty: 1022.498657
	Iteration 6F: 3 clusters Score -3621826 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -3625296.000000 Penalty: 1022.498657
	Iteration 7F: 3 clusters Score -3625296 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -3626493.750000 Penalty: 1022.498657
	Iteration 8Q: 3 clusters Score -3626494 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -3627023.500000 Penalty: 1022.498657
	Iteration 9Q: 3 clusters Score -3627024 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -3627382.500000 Penalty: 1022.498657
	Iteration 10Q: 3 clusters Score -3627382 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -3627750.000000 Penalty: 1022.498657
	Iteration 11Q: 3 clusters Score -3627750 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -3628182.750000 Penalty: 1022.498657
	Iteration 12Q: 3 clusters Score -3628183 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -3628607.500000 Penalty: 1022.498657
	Iteration 13Q: 3 clusters Score -3628608 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -3628993.750000 Penalty: 1022.498657
	Iteration 14Q: 3 clusters Score -3628994 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -3629354.750000 Penalty: 1022.498657
	Iteration 15Q: 3 clusters Score -3629355 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -3629665.000000 Penalty: 1022.498657
	Iteration 16Q: 3 clusters Score -3629665 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -3629959.000000 Penalty: 1022.498657
	Iteration 17Q: 3 clusters Score -3629959 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -3630245.500000 Penalty: 1022.498657
	Iteration 18Q: 3 clusters Score -3630246 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -3630536.750000 Penalty: 1022.498657
	Iteration 19Q: 3 clusters Score -3630537 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -3630820.250000 Penalty: 1022.498657
	Iteration 20F: 3 clusters Score -3630820 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -3631109.750000 Penalty: 1022.498657
	Iteration 21Q: 3 clusters Score -3631110 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -3631389.000000 Penalty: 1022.498657
	Iteration 22Q: 3 clusters Score -3631389 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -3631686.500000 Penalty: 1022.498657
	Iteration 23Q: 3 clusters Score -3631686 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -3631930.500000 Penalty: 1022.498657
	Iteration 24Q: 3 clusters Score -3631930 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -3632185.750000 Penalty: 1022.498657
	Iteration 25Q: 3 clusters Score -3632186 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -3632409.000000 Penalty: 1022.498657
	Iteration 26Q: 3 clusters Score -3632409 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -3632616.500000 Penalty: 1022.498657
	Iteration 27Q: 3 clusters Score -3632616 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -3632780.500000 Penalty: 1022.498657
	Iteration 28Q: 3 clusters Score -3632780 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -3632950.750000 Penalty: 1022.498657
	Iteration 29Q: 3 clusters Score -3632951 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -3633098.750000 Penalty: 1022.498657
	Iteration 30Q: 3 clusters Score -3633099 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -3633204.250000 Penalty: 1022.498657
	Iteration 31Q: 3 clusters Score -3633204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -3633289.250000 Penalty: 1022.498657
	Iteration 32Q: 3 clusters Score -3633289 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -3633373.250000 Penalty: 1022.498657
	Iteration 33Q: 3 clusters Score -3633373 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -3633428.250000 Penalty: 1022.498657
	Iteration 34Q: 3 clusters Score -3633428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -3633507.750000 Penalty: 1022.498657
	Iteration 35Q: 3 clusters Score -3633508 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -3633545.250000 Penalty: 1022.498657
	Iteration 36Q: 3 clusters Score -3633545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -3633581.000000 Penalty: 1022.498657
	Iteration 37Q: 3 clusters Score -3633581 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -3633608.750000 Penalty: 1022.498657
	Iteration 38Q: 3 clusters Score -3633609 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -3633631.500000 Penalty: 1022.498657
	Iteration 39Q: 3 clusters Score -3633632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -3633660.750000 Penalty: 1022.498657
	Iteration 40F: 3 clusters Score -3633661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -3633687.750000 Penalty: 1022.498657
	Iteration 41Q: 3 clusters Score -3633688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -3633696.500000 Penalty: 1022.498657
	Iteration 42Q: 3 clusters Score -3633696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -3633727.750000 Penalty: 1022.498657
	Iteration 43Q: 3 clusters Score -3633728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -3633731.000000 Penalty: 1022.498657
	Iteration 44Q: 3 clusters Score -3633731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -3633738.750000 Penalty: 1022.498657
	Iteration 45Q: 3 clusters Score -3633739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -3633746.250000 Penalty: 1022.498657
	Iteration 46Q: 3 clusters Score -3633746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -3633738.250000 Penalty: 1022.498657
	Iteration 47Q: 3 clusters Score -3633738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -3633749.250000 Penalty: 1022.498657
	Iteration 48Q: 3 clusters Score -3633749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -3633748.750000 Penalty: 1022.498657
	Iteration 49Q: 3 clusters Score -3633749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -3633759.500000 Penalty: 1022.498657
	Iteration 50Q: 3 clusters Score -3633760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -3633759.250000 Penalty: 1022.498657
	Iteration 51Q: 3 clusters Score -3633759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -3633766.500000 Penalty: 1022.498657
	Iteration 52Q: 3 clusters Score -3633766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -3633770.500000 Penalty: 1022.498657
	Iteration 53Q: 3 clusters Score -3633770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -3633771.000000 Penalty: 1022.498657
	Iteration 54Q: 3 clusters Score -3633771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -3633774.250000 Penalty: 1022.498657
	Iteration 55Q: 3 clusters Score -3633774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -3633771.500000 Penalty: 1022.498657
	Iteration 56Q: 3 clusters Score -3633772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -3633776.750000 Penalty: 1022.498657
	Iteration 57Q: 3 clusters Score -3633777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -3633781.000000 Penalty: 1022.498657
	Iteration 58Q: 3 clusters Score -3633781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -3633778.000000 Penalty: 1022.498657
	Iteration 59Q: 3 clusters Score -3633778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -3633780.000000 Penalty: 1022.498657
	Iteration 60F: 3 clusters Score -3633780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -3633782.500000 Penalty: 1022.498657
	Iteration 61Q: 3 clusters Score -3633782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -3633785.250000 Penalty: 1022.498657
	Iteration 62Q: 3 clusters Score -3633785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -3633789.000000 Penalty: 1022.498657
	Iteration 63Q: 3 clusters Score -3633789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -3633790.750000 Penalty: 1022.498657
	Iteration 64Q: 3 clusters Score -3633791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -3633794.500000 Penalty: 1022.498657
	Iteration 65Q: 3 clusters Score -3633794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -3633798.500000 Penalty: 1022.498657
	Iteration 66Q: 3 clusters Score -3633798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -3633796.500000 Penalty: 1022.498657
	Iteration 67Q: 3 clusters Score -3633796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -3633797.500000 Penalty: 1022.498657
	Iteration 68Q: 3 clusters Score -3633798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -3633801.250000 Penalty: 1022.498657
	Iteration 69Q: 3 clusters Score -3633801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -3633802.750000 Penalty: 1022.498657
	Iteration 70Q: 3 clusters Score -3633803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -3633808.500000 Penalty: 1022.498657
	Iteration 71Q: 3 clusters Score -3633808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -3633806.500000 Penalty: 1022.498657
	Iteration 72Q: 3 clusters Score -3633806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -3633806.750000 Penalty: 1022.498657
	Iteration 73Q: 3 clusters Score -3633807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -3633805.500000 Penalty: 1022.498657
	Iteration 74Q: 3 clusters Score -3633806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -3633805.750000 Penalty: 1022.498657
	Iteration 75Q: 3 clusters Score -3633806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -3633807.750000 Penalty: 1022.498657
	Iteration 76Q: 3 clusters Score -3633808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -3633808.500000 Penalty: 1022.498657
	Iteration 77Q: 3 clusters Score -3633808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -3633808.000000 Penalty: 1022.498657
	Iteration 78Q: 3 clusters Score -3633808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -3633811.250000 Penalty: 1022.498657
	Iteration 79Q: 3 clusters Score -3633811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -3633806.000000 Penalty: 1022.498657
	Iteration 80F: 3 clusters Score -3633806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -3633810.000000 Penalty: 1022.498657
	Iteration 81Q: 3 clusters Score -3633810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -3633812.250000 Penalty: 1022.498657
	Iteration 82Q: 3 clusters Score -3633812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -3633808.250000 Penalty: 1022.498657
	Iteration 83Q: 3 clusters Score -3633808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -3633810.250000 Penalty: 1022.498657
	Iteration 84Q: 3 clusters Score -3633810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -3633809.000000 Penalty: 1022.498657
	Iteration 85Q: 3 clusters Score -3633809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -3633813.750000 Penalty: 1022.498657
	Iteration 86Q: 3 clusters Score -3633814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -3633812.250000 Penalty: 1022.498657
	Iteration 87Q: 3 clusters Score -3633812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -3633813.750000 Penalty: 1022.498657
	Iteration 88Q: 3 clusters Score -3633814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -3633813.250000 Penalty: 1022.498657
	Iteration 89Q: 3 clusters Score -3633813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -3633813.250000 Penalty: 1022.498657
	Iteration 90F: 3 clusters Score -3633813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -108676.117188 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -108676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107063.421875 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -107063.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -107613.835938 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -107613.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -107708.632812 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -107708.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -107781.867188 Penalty: 704.003967
	Iteration 3F: 3 clusters Score -107781.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -107831.476562 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -107831.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -107886.000000 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -107886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -107960.101562 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -107960.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -108026.234375 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -108026.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -108092.062500 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -108092.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -108134.062500 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -108134.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -108175.398438 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -108175.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -108207.835938 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -108207.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -108235.281250 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -108235.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -108253.460938 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -108253.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -108265.453125 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -108265.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -108276.898438 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -108276.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -108288.390625 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -108288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -108295.734375 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -108295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -108306.546875 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -108306.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -108318.125000 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -108318.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -108332.679688 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -108332.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -108342.523438 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -108342.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -108351.125000 Penalty: 704.003967
	Iteration 22Q: 3 clusters Score -108351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -108361.445312 Penalty: 704.003967
	Iteration 23Q: 3 clusters Score -108361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -108370.242188 Penalty: 704.003967
	Iteration 24Q: 3 clusters Score -108370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -108376.898438 Penalty: 704.003967
	Iteration 25Q: 3 clusters Score -108376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -108386.328125 Penalty: 704.003967
	Iteration 26Q: 3 clusters Score -108386.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -108396.281250 Penalty: 704.003967
	Iteration 27Q: 3 clusters Score -108396.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -108405.781250 Penalty: 704.003967
	Iteration 28Q: 3 clusters Score -108405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -108408.539062 Penalty: 704.003967
	Iteration 29Q: 3 clusters Score -108408.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -108408.617188 Penalty: 704.003967
	Iteration 30Q: 3 clusters Score -108408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -108408.617188 Penalty: 704.003967
	Iteration 31F: 3 clusters Score -108408.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19597.781250 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19597.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19139.414062 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -19139.41 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19248.068359 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19248.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19294.460938 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19294.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19322.355469 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -19322.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19335.904297 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -19335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19350.441406 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19350.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19355.957031 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19355.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19357.996094 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19358.095703 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19358.302734 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -19358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19359.427734 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -19359.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19360.033203 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -19360.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19360.476562 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -19360.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19360.919922 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -19360.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19363.445312 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -19363.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19365.931641 Penalty: 554.103088
	Iteration 15Q: 3 clusters Score -19365.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19370.076172 Penalty: 554.103088
	Iteration 16Q: 3 clusters Score -19370.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19372.144531 Penalty: 554.103088
	Iteration 17Q: 3 clusters Score -19372.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19373.568359 Penalty: 554.103088
	Iteration 18Q: 3 clusters Score -19373.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19373.761719 Penalty: 554.103088
	Iteration 19Q: 3 clusters Score -19373.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19373.761719 Penalty: 554.103088
	Iteration 20F: 3 clusters Score -19373.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -243042.671875 Penalty: 391.277710
	Iteration 0F: 2 clusters Score -243042.7 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 2694 members 
Entering Unmasked Estep 
Score: -239349.203125 Penalty: 782.555420
	Iteration 0F: 3 clusters Score -239349.2 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -240732.531250 Penalty: 782.555420
	Iteration 1F: 3 clusters Score -240732.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -240898.843750 Penalty: 782.555420
	Iteration 2F: 3 clusters Score -240898.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -241119.875000 Penalty: 782.555420
	Iteration 3F: 3 clusters Score -241119.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -241352.984375 Penalty: 782.555420
	Iteration 4F: 3 clusters Score -241353 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -241588.359375 Penalty: 782.555420
	Iteration 5F: 3 clusters Score -241588.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -241817.203125 Penalty: 782.555420
	Iteration 6F: 3 clusters Score -241817.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -242014.531250 Penalty: 782.555420
	Iteration 7F: 3 clusters Score -242014.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242195.515625 Penalty: 782.555420
	Iteration 8Q: 3 clusters Score -242195.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -242350.281250 Penalty: 782.555420
	Iteration 9Q: 3 clusters Score -242350.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -242454.687500 Penalty: 782.555420
	Iteration 10Q: 3 clusters Score -242454.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -242504.437500 Penalty: 782.555420
	Iteration 11Q: 3 clusters Score -242504.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -242530.843750 Penalty: 782.555420
	Iteration 12Q: 3 clusters Score -242530.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -242551.890625 Penalty: 782.555420
	Iteration 13Q: 3 clusters Score -242551.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -242571.109375 Penalty: 782.555420
	Iteration 14Q: 3 clusters Score -242571.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -242586.343750 Penalty: 782.555420
	Iteration 15Q: 3 clusters Score -242586.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -242600.640625 Penalty: 782.555420
	Iteration 16Q: 3 clusters Score -242600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -242608.484375 Penalty: 782.555420
	Iteration 17Q: 3 clusters Score -242608.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -242617.375000 Penalty: 782.555420
	Iteration 18Q: 3 clusters Score -242617.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -242631.015625 Penalty: 782.555420
	Iteration 19Q: 3 clusters Score -242631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -242639.812500 Penalty: 782.555420
	Iteration 20F: 3 clusters Score -242639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -242646.578125 Penalty: 782.555420
	Iteration 21Q: 3 clusters Score -242646.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -242653.156250 Penalty: 782.555420
	Iteration 22Q: 3 clusters Score -242653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -242656.546875 Penalty: 782.555420
	Iteration 23Q: 3 clusters Score -242656.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -242659.343750 Penalty: 782.555420
	Iteration 24Q: 3 clusters Score -242659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -242662.578125 Penalty: 782.555420
	Iteration 25Q: 3 clusters Score -242662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -242666.390625 Penalty: 782.555420
	Iteration 26Q: 3 clusters Score -242666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -242666.765625 Penalty: 782.555420
	Iteration 27Q: 3 clusters Score -242666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -242670.125000 Penalty: 782.555420
	Iteration 28Q: 3 clusters Score -242670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -242670.890625 Penalty: 782.555420
	Iteration 29Q: 3 clusters Score -242670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -242673.406250 Penalty: 782.555420
	Iteration 30Q: 3 clusters Score -242673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -242673.906250 Penalty: 782.555420
	Iteration 31Q: 3 clusters Score -242673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -242675.718750 Penalty: 782.555420
	Iteration 32Q: 3 clusters Score -242675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -242677.406250 Penalty: 782.555420
	Iteration 33Q: 3 clusters Score -242677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -242678.218750 Penalty: 782.555420
	Iteration 34Q: 3 clusters Score -242678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -242679.156250 Penalty: 782.555420
	Iteration 35Q: 3 clusters Score -242679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -242680.312500 Penalty: 782.555420
	Iteration 36Q: 3 clusters Score -242680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -242680.750000 Penalty: 782.555420
	Iteration 37Q: 3 clusters Score -242680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -242681.859375 Penalty: 782.555420
	Iteration 38Q: 3 clusters Score -242681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -242681.859375 Penalty: 782.555420
	Iteration 39F: 3 clusters Score -242681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9181.536133 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9181.536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9237.181641 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9237.182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9246.530273 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -9246.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9249.384766 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9249.385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9255.553711 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9255.554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9257.023438 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9257.023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9258.546875 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9258.547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9258.546875 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -9258.547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1781.239136 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1781.239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1809.569824 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1809.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1823.288940 Penalty: 366.306976
	Iteration 2Q: 3 clusters Score -1823.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1829.253906 Penalty: 366.306976
	Iteration 3Q: 3 clusters Score -1829.254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1838.704834 Penalty: 366.306976
	Iteration 4Q: 3 clusters Score -1838.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1838.704834 Penalty: 366.306976
	Iteration 5F: 3 clusters Score -1838.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29725.626953 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29725.63 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29886.722656 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29886.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29936.583984 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29936.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29967.740234 Penalty: 599.717407
	Iteration 3Q: 3 clusters Score -29967.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29993.707031 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -29993.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30017.019531 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30017.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30041.134766 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30041.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30062.564453 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30062.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30080.103516 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30093.542969 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30093.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30105.548828 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30105.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30110.777344 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30110.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30114.234375 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30114.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30114.888672 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30114.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30115.255859 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30115.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30115.255859 Penalty: 599.717407
	Iteration 15F: 3 clusters Score -30115.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8226.535156 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8226.535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8301.802734 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8301.803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8310.346680 Penalty: 478.432068
	Iteration 2Q: 3 clusters Score -8310.347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8313.291992 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8313.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8316.464844 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8316.465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8317.975586 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -8317.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8319.901367 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -8319.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8321.234375 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -8321.234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8328.652344 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -8328.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8329.459961 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -8329.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8329.459961 Penalty: 478.432068
	Iteration 10F: 3 clusters Score -8329.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -113687.539062 Penalty: 355.297180
	Iteration 0F: 2 clusters Score -113687.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -111933.468750 Penalty: 710.594360
	Iteration 0F: 3 clusters Score -111933.5 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -112458.570312 Penalty: 710.594360
	Iteration 1F: 3 clusters Score -112458.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -112523.125000 Penalty: 710.594360
	Iteration 2F: 3 clusters Score -112523.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -112580.812500 Penalty: 710.594360
	Iteration 3F: 3 clusters Score -112580.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -112627.195312 Penalty: 710.594360
	Iteration 4F: 3 clusters Score -112627.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112665.242188 Penalty: 710.594360
	Iteration 5Q: 3 clusters Score -112665.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -112709.640625 Penalty: 710.594360
	Iteration 6Q: 3 clusters Score -112709.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -112786.070312 Penalty: 710.594360
	Iteration 7Q: 3 clusters Score -112786.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -112892.632812 Penalty: 710.594360
	Iteration 8F: 3 clusters Score -112892.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113004.421875 Penalty: 710.594360
	Iteration 9F: 3 clusters Score -113004.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -113087.859375 Penalty: 710.594360
	Iteration 10Q: 3 clusters Score -113087.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -113143.546875 Penalty: 710.594360
	Iteration 11Q: 3 clusters Score -113143.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -113187.257812 Penalty: 710.594360
	Iteration 12Q: 3 clusters Score -113187.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113228.070312 Penalty: 710.594360
	Iteration 13Q: 3 clusters Score -113228.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -113261.585938 Penalty: 710.594360
	Iteration 14Q: 3 clusters Score -113261.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -113292.093750 Penalty: 710.594360
	Iteration 15Q: 3 clusters Score -113292.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -113311.367188 Penalty: 710.594360
	Iteration 16Q: 3 clusters Score -113311.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -113326.726562 Penalty: 710.594360
	Iteration 17Q: 3 clusters Score -113326.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -113346.609375 Penalty: 710.594360
	Iteration 18Q: 3 clusters Score -113346.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -113358.664062 Penalty: 710.594360
	Iteration 19Q: 3 clusters Score -113358.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -113368.390625 Penalty: 710.594360
	Iteration 20F: 3 clusters Score -113368.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -113378.273438 Penalty: 710.594360
	Iteration 21Q: 3 clusters Score -113378.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -113381.390625 Penalty: 710.594360
	Iteration 22Q: 3 clusters Score -113381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -113382.375000 Penalty: 710.594360
	Iteration 23Q: 3 clusters Score -113382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -113382.953125 Penalty: 710.594360
	Iteration 24Q: 3 clusters Score -113383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -113383.390625 Penalty: 710.594360
	Iteration 25Q: 3 clusters Score -113383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -113384.148438 Penalty: 710.594360
	Iteration 26Q: 3 clusters Score -113384.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -113385.859375 Penalty: 710.594360
	Iteration 27Q: 3 clusters Score -113385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -113387.492188 Penalty: 710.594360
	Iteration 28Q: 3 clusters Score -113387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113388.421875 Penalty: 710.594360
	Iteration 29Q: 3 clusters Score -113388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -113389.585938 Penalty: 710.594360
	Iteration 30Q: 3 clusters Score -113389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -113390.187500 Penalty: 710.594360
	Iteration 31Q: 3 clusters Score -113390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113390.242188 Penalty: 710.594360
	Iteration 32Q: 3 clusters Score -113390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -113390.359375 Penalty: 710.594360
	Iteration 33Q: 3 clusters Score -113390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113390.382812 Penalty: 710.594360
	Iteration 34Q: 3 clusters Score -113390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113390.382812 Penalty: 710.594360
	Iteration 35F: 3 clusters Score -113390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 173041 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33291 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103657 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 6733 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75830 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235674.000000 Penalty: 16169.891602
Iteration 439Q: 28 clusters Score -2.323567e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 173012 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33298 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31842 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103658 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75823 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 440F: 28 clusters Score -2.323568e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 172987 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33306 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31841 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103663 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75814 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235700.000000 Penalty: 16169.891602
Iteration 441Q: 28 clusters Score -2.32357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 172968 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33306 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31840 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103667 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75805 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235726.000000 Penalty: 16169.891602
Iteration 442Q: 28 clusters Score -2.323573e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 172953 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33307 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31839 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103670 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6757 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75795 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235686.000000 Penalty: 16169.891602
Iteration 443Q: 28 clusters Score -2.323569e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 172941 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33305 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31837 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103669 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75787 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235720.000000 Penalty: 16169.891602
Iteration 444Q: 28 clusters Score -2.323572e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 172933 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33303 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103667 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6762 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75776 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235726.000000 Penalty: 16169.891602
Iteration 445Q: 28 clusters Score -2.323573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 172923 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33305 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75767 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 446Q: 28 clusters Score -2.32357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 172910 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33307 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75759 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 447Q: 28 clusters Score -2.32357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 172900 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33309 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103666 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75748 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235692.000000 Penalty: 16169.891602
Iteration 448Q: 28 clusters Score -2.323569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 172891 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33315 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31832 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103667 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75737 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235694.000000 Penalty: 16169.891602
Iteration 449Q: 28 clusters Score -2.323569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 172884 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33319 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31832 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6764 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75730 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 450Q: 28 clusters Score -2.323568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 172879 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33322 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75724 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235718.000000 Penalty: 16169.891602
Iteration 451Q: 28 clusters Score -2.323572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 172873 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33322 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31828 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103665 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 2955 members 
Mstep: Class 17 contains 6766 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75720 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 452Q: 28 clusters Score -2.323574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 172864 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33317 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103668 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3514 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75715 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235728.000000 Penalty: 16169.891602
Iteration 453Q: 28 clusters Score -2.323573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 172854 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33313 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103671 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75711 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235734.000000 Penalty: 16169.891602
Iteration 454Q: 28 clusters Score -2.323573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 172846 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33311 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103671 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75708 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235728.000000 Penalty: 16169.891602
Iteration 455Q: 28 clusters Score -2.323573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 172834 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33312 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31823 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 103672 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75704 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235726.000000 Penalty: 16169.891602
Iteration 456Q: 28 clusters Score -2.323573e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 172824 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33310 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31815 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103672 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75701 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235694.000000 Penalty: 16169.891602
Iteration 457Q: 28 clusters Score -2.323569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 172810 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 33306 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31812 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103672 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75699 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235708.000000 Penalty: 16169.891602
Iteration 458Q: 28 clusters Score -2.323571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 172790 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 33300 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31810 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103672 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75696 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 459Q: 28 clusters Score -2.32357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 172773 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33297 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31810 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103675 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6769 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235716.000000 Penalty: 16169.891602
Iteration 460F: 28 clusters Score -2.323572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 172754 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33301 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31810 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103676 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75685 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235726.000000 Penalty: 16169.891602
Iteration 461Q: 28 clusters Score -2.323573e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 172732 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33311 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103677 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75685 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235708.000000 Penalty: 16169.891602
Iteration 462Q: 28 clusters Score -2.323571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 172724 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33318 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103677 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6776 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75682 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 463Q: 28 clusters Score -2.323569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 172714 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33324 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31809 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103679 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6779 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75679 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 464Q: 28 clusters Score -2.32357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 172709 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33330 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31809 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103678 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75673 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235716.000000 Penalty: 16169.891602
Iteration 465Q: 28 clusters Score -2.323572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 172706 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33333 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103678 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75667 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235712.000000 Penalty: 16169.891602
Iteration 466Q: 28 clusters Score -2.323571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 172700 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33334 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103679 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6786 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75664 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235684.000000 Penalty: 16169.891602
Iteration 467Q: 28 clusters Score -2.323568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 172694 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 33336 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103680 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75662 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235710.000000 Penalty: 16169.891602
Iteration 468Q: 28 clusters Score -2.323571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 172683 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 33335 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31806 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103682 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75662 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235696.000000 Penalty: 16169.891602
Iteration 469Q: 28 clusters Score -2.32357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 172668 members 
Mstep: Class 3 contains 1485 members 
Mstep: Class 4 contains 33338 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 103684 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75655 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 470Q: 28 clusters Score -2.32357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 172663 members 
Mstep: Class 3 contains 1483 members 
Mstep: Class 4 contains 33340 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31803 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 103685 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75651 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235688.000000 Penalty: 16169.891602
Iteration 471Q: 28 clusters Score -2.323569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 172650 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 33342 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 103685 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75648 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5429 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 16169.891602
Iteration 472Q: 28 clusters Score -2.32357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 172640 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 33350 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 103683 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75638 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235740.000000 Penalty: 16169.891602
Iteration 473Q: 28 clusters Score -2.323574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 172618 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 33355 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 103682 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75632 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 474Q: 28 clusters Score -2.323574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 172606 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31802 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 103682 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75627 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 475Q: 28 clusters Score -2.323574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 172591 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 33360 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31804 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 103686 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75620 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235730.000000 Penalty: 16169.891602
Iteration 476Q: 28 clusters Score -2.323573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 172574 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33364 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31803 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103686 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75618 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235764.000000 Penalty: 16169.891602
Iteration 477Q: 28 clusters Score -2.323576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 172560 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33368 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103687 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75617 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 478Q: 28 clusters Score -2.323575e+07 nChanged 35
Entering ConstructFrom: 
Score: -23235746.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (66073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Entering Unmasked Estep 
Score: -3090316.250000 Penalty: 504.982452
	Iteration 0F: 2 clusters Score -3090316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3045778.500000 Penalty: 1009.964905
	Iteration 0F: 3 clusters Score -3045778 nChanged 32211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -3064903.500000 Penalty: 1009.964905
	Iteration 1F: 3 clusters Score -3064904 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -3065578.250000 Penalty: 1009.964905
	Iteration 2Q: 3 clusters Score -3065578 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -3066482.000000 Penalty: 1009.964905
	Iteration 3Q: 3 clusters Score -3066482 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3067875.500000 Penalty: 1009.964905
	Iteration 4Q: 3 clusters Score -3067876 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -3070088.750000 Penalty: 1009.964905
	Iteration 5F: 3 clusters Score -3070089 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -3073301.250000 Penalty: 1009.964905
	Iteration 6F: 3 clusters Score -3073301 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -3076745.500000 Penalty: 1009.964905
	Iteration 7F: 3 clusters Score -3076746 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -3079339.750000 Penalty: 1009.964905
	Iteration 8F: 3 clusters Score -3079340 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -3080922.750000 Penalty: 1009.964905
	Iteration 9Q: 3 clusters Score -3080923 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -3081940.500000 Penalty: 1009.964905
	Iteration 10Q: 3 clusters Score -3081940 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -3082768.000000 Penalty: 1009.964905
	Iteration 11Q: 3 clusters Score -3082768 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -3083593.500000 Penalty: 1009.964905
	Iteration 12Q: 3 clusters Score -3083594 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -3084368.000000 Penalty: 1009.964905
	Iteration 13Q: 3 clusters Score -3084368 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -3085208.750000 Penalty: 1009.964905
	Iteration 14Q: 3 clusters Score -3085209 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -3086027.750000 Penalty: 1009.964905
	Iteration 15Q: 3 clusters Score -3086028 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -3086868.750000 Penalty: 1009.964905
	Iteration 16Q: 3 clusters Score -3086869 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -3087620.500000 Penalty: 1009.964905
	Iteration 17Q: 3 clusters Score -3087620 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -3088307.000000 Penalty: 1009.964905
	Iteration 18Q: 3 clusters Score -3088307 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -3088871.000000 Penalty: 1009.964905
	Iteration 19Q: 3 clusters Score -3088871 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -3089231.250000 Penalty: 1009.964905
	Iteration 20F: 3 clusters Score -3089231 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -3089495.250000 Penalty: 1009.964905
	Iteration 21Q: 3 clusters Score -3089495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -3089636.000000 Penalty: 1009.964905
	Iteration 22Q: 3 clusters Score -3089636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -3089744.250000 Penalty: 1009.964905
	Iteration 23Q: 3 clusters Score -3089744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -3089810.000000 Penalty: 1009.964905
	Iteration 24Q: 3 clusters Score -3089810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -3089844.750000 Penalty: 1009.964905
	Iteration 25Q: 3 clusters Score -3089845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -3089863.750000 Penalty: 1009.964905
	Iteration 26Q: 3 clusters Score -3089864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -3089871.500000 Penalty: 1009.964905
	Iteration 27Q: 3 clusters Score -3089872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -3089882.500000 Penalty: 1009.964905
	Iteration 28Q: 3 clusters Score -3089882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -3089891.000000 Penalty: 1009.964905
	Iteration 29Q: 3 clusters Score -3089891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -3089897.500000 Penalty: 1009.964905
	Iteration 30Q: 3 clusters Score -3089898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -3089905.000000 Penalty: 1009.964905
	Iteration 31Q: 3 clusters Score -3089905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -3089902.750000 Penalty: 1009.964905
	Iteration 32Q: 3 clusters Score -3089903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -3089901.000000 Penalty: 1009.964905
	Iteration 33Q: 3 clusters Score -3089901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -3089903.250000 Penalty: 1009.964905
	Iteration 34Q: 3 clusters Score -3089903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -3089904.000000 Penalty: 1009.964905
	Iteration 35Q: 3 clusters Score -3089904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -3089904.000000 Penalty: 1009.964905
	Iteration 36Q: 3 clusters Score -3089904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -3089904.000000 Penalty: 1009.964905
	Iteration 37F: 3 clusters Score -3089904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Entering Unmasked Estep 
Score: -7957338.000000 Penalty: 548.658569
	Iteration 0F: 2 clusters Score -7957338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -7846050.500000 Penalty: 1097.317139
	Iteration 0F: 3 clusters Score -7846050 nChanged 84526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -7898409.000000 Penalty: 1097.317139
	Iteration 1F: 3 clusters Score -7898409 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -7901244.000000 Penalty: 1097.317139
	Iteration 2Q: 3 clusters Score -7901244 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -7906392.000000 Penalty: 1097.317139
	Iteration 3F: 3 clusters Score -7906392 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -7914929.000000 Penalty: 1097.317139
	Iteration 4F: 3 clusters Score -7914929 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132587 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7927024.000000 Penalty: 1097.317139
	Iteration 5F: 3 clusters Score -7927024 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7938078.000000 Penalty: 1097.317139
	Iteration 6F: 3 clusters Score -7938078 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7944684.500000 Penalty: 1097.317139
	Iteration 7Q: 3 clusters Score -7944684 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7948119.500000 Penalty: 1097.317139
	Iteration 8Q: 3 clusters Score -7948120 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -7950088.000000 Penalty: 1097.317139
	Iteration 9Q: 3 clusters Score -7950088 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7951481.000000 Penalty: 1097.317139
	Iteration 10Q: 3 clusters Score -7951481 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7952566.000000 Penalty: 1097.317139
	Iteration 11Q: 3 clusters Score -7952566 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7953456.500000 Penalty: 1097.317139
	Iteration 12Q: 3 clusters Score -7953456 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167372 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7954098.500000 Penalty: 1097.317139
	Iteration 13Q: 3 clusters Score -7954098 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7954625.000000 Penalty: 1097.317139
	Iteration 14Q: 3 clusters Score -7954625 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7955073.500000 Penalty: 1097.317139
	Iteration 15Q: 3 clusters Score -7955074 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7955391.000000 Penalty: 1097.317139
	Iteration 16Q: 3 clusters Score -7955391 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7955645.500000 Penalty: 1097.317139
	Iteration 17Q: 3 clusters Score -7955646 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7955858.500000 Penalty: 1097.317139
	Iteration 18Q: 3 clusters Score -7955858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7956011.000000 Penalty: 1097.317139
	Iteration 19Q: 3 clusters Score -7956011 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7956120.000000 Penalty: 1097.317139
	Iteration 20F: 3 clusters Score -7956120 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170848 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7956221.000000 Penalty: 1097.317139
	Iteration 21Q: 3 clusters Score -7956221 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7956303.000000 Penalty: 1097.317139
	Iteration 22Q: 3 clusters Score -7956303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7956409.000000 Penalty: 1097.317139
	Iteration 23Q: 3 clusters Score -7956409 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7956448.500000 Penalty: 1097.317139
	Iteration 24Q: 3 clusters Score -7956448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7956510.000000 Penalty: 1097.317139
	Iteration 25Q: 3 clusters Score -7956510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7956543.500000 Penalty: 1097.317139
	Iteration 26Q: 3 clusters Score -7956544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171467 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7956553.000000 Penalty: 1097.317139
	Iteration 27Q: 3 clusters Score -7956553 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7956600.000000 Penalty: 1097.317139
	Iteration 28Q: 3 clusters Score -7956600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7956611.500000 Penalty: 1097.317139
	Iteration 29Q: 3 clusters Score -7956612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7956639.000000 Penalty: 1097.317139
	Iteration 30Q: 3 clusters Score -7956639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7956655.000000 Penalty: 1097.317139
	Iteration 31Q: 3 clusters Score -7956655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7956670.000000 Penalty: 1097.317139
	Iteration 32Q: 3 clusters Score -7956670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7956680.500000 Penalty: 1097.317139
	Iteration 33Q: 3 clusters Score -7956680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7956682.500000 Penalty: 1097.317139
	Iteration 34Q: 3 clusters Score -7956682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171729 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7956696.500000 Penalty: 1097.317139
	Iteration 35Q: 3 clusters Score -7956696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171742 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7956726.000000 Penalty: 1097.317139
	Iteration 36Q: 3 clusters Score -7956726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7956733.000000 Penalty: 1097.317139
	Iteration 37Q: 3 clusters Score -7956733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7956753.000000 Penalty: 1097.317139
	Iteration 38Q: 3 clusters Score -7956753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171779 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7956752.500000 Penalty: 1097.317139
	Iteration 39Q: 3 clusters Score -7956752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171793 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7956753.500000 Penalty: 1097.317139
	Iteration 40F: 3 clusters Score -7956754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7956760.000000 Penalty: 1097.317139
	Iteration 41Q: 3 clusters Score -7956760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171818 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7956779.500000 Penalty: 1097.317139
	Iteration 42Q: 3 clusters Score -7956780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7956789.500000 Penalty: 1097.317139
	Iteration 43Q: 3 clusters Score -7956790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7956792.000000 Penalty: 1097.317139
	Iteration 44Q: 3 clusters Score -7956792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7956789.000000 Penalty: 1097.317139
	Iteration 45Q: 3 clusters Score -7956789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7956791.000000 Penalty: 1097.317139
	Iteration 46Q: 3 clusters Score -7956791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7956799.500000 Penalty: 1097.317139
	Iteration 47Q: 3 clusters Score -7956800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7956801.000000 Penalty: 1097.317139
	Iteration 48Q: 3 clusters Score -7956801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7956803.000000 Penalty: 1097.317139
	Iteration 49Q: 3 clusters Score -7956803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7956803.000000 Penalty: 1097.317139
	Iteration 50F: 3 clusters Score -7956803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -71037.625000 Penalty: 331.986816
	Iteration 0F: 2 clusters Score -71037.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -69928.070312 Penalty: 663.973633
	Iteration 0F: 3 clusters Score -69928.07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70326.328125 Penalty: 663.973633
	Iteration 1F: 3 clusters Score -70326.33 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70456.132812 Penalty: 663.973633
	Iteration 2F: 3 clusters Score -70456.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70549.617188 Penalty: 663.973633
	Iteration 3F: 3 clusters Score -70549.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70625.187500 Penalty: 663.973633
	Iteration 4F: 3 clusters Score -70625.19 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70688.468750 Penalty: 663.973633
	Iteration 5Q: 3 clusters Score -70688.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70732.773438 Penalty: 663.973633
	Iteration 6Q: 3 clusters Score -70732.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70750.179688 Penalty: 663.973633
	Iteration 7Q: 3 clusters Score -70750.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70758.281250 Penalty: 663.973633
	Iteration 8Q: 3 clusters Score -70758.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70766.562500 Penalty: 663.973633
	Iteration 9Q: 3 clusters Score -70766.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70778.671875 Penalty: 663.973633
	Iteration 10Q: 3 clusters Score -70778.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70790.148438 Penalty: 663.973633
	Iteration 11Q: 3 clusters Score -70790.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70798.523438 Penalty: 663.973633
	Iteration 12Q: 3 clusters Score -70798.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70801.062500 Penalty: 663.973633
	Iteration 13Q: 3 clusters Score -70801.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70803.039062 Penalty: 663.973633
	Iteration 14Q: 3 clusters Score -70803.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70803.453125 Penalty: 663.973633
	Iteration 15Q: 3 clusters Score -70803.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70804.054688 Penalty: 663.973633
	Iteration 16Q: 3 clusters Score -70804.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70804.593750 Penalty: 663.973633
	Iteration 17Q: 3 clusters Score -70804.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70805.031250 Penalty: 663.973633
	Iteration 18Q: 3 clusters Score -70805.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70805.031250 Penalty: 663.973633
	Iteration 19F: 3 clusters Score -70805.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Entering Unmasked Estep 
Score: -1603012.375000 Penalty: 473.902618
	Iteration 0F: 2 clusters Score -1603012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1580584.250000 Penalty: 947.805237
	Iteration 0F: 3 clusters Score -1580584 nChanged 16046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1590986.375000 Penalty: 947.805237
	Iteration 1F: 3 clusters Score -1590986 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1592378.875000 Penalty: 947.805237
	Iteration 2F: 3 clusters Score -1592379 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1594547.000000 Penalty: 947.805237
	Iteration 3F: 3 clusters Score -1594547 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1596895.625000 Penalty: 947.805237
	Iteration 4F: 3 clusters Score -1596896 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1598267.000000 Penalty: 947.805237
	Iteration 5F: 3 clusters Score -1598267 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1598881.875000 Penalty: 947.805237
	Iteration 6Q: 3 clusters Score -1598882 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1599286.250000 Penalty: 947.805237
	Iteration 7Q: 3 clusters Score -1599286 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1599637.625000 Penalty: 947.805237
	Iteration 8Q: 3 clusters Score -1599638 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1599951.125000 Penalty: 947.805237
	Iteration 9Q: 3 clusters Score -1599951 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1600187.250000 Penalty: 947.805237
	Iteration 10Q: 3 clusters Score -1600187 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -1600378.000000 Penalty: 947.805237
	Iteration 11Q: 3 clusters Score -1600378 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1600528.375000 Penalty: 947.805237
	Iteration 12Q: 3 clusters Score -1600528 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -1600642.000000 Penalty: 947.805237
	Iteration 13Q: 3 clusters Score -1600642 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1600724.250000 Penalty: 947.805237
	Iteration 14Q: 3 clusters Score -1600724 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1600780.250000 Penalty: 947.805237
	Iteration 15Q: 3 clusters Score -1600780 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -1600834.875000 Penalty: 947.805237
	Iteration 16Q: 3 clusters Score -1600835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -1600864.250000 Penalty: 947.805237
	Iteration 17Q: 3 clusters Score -1600864 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1600901.625000 Penalty: 947.805237
	Iteration 18Q: 3 clusters Score -1600902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1600927.125000 Penalty: 947.805237
	Iteration 19Q: 3 clusters Score -1600927 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -1600961.375000 Penalty: 947.805237
	Iteration 20F: 3 clusters Score -1600961 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1600987.375000 Penalty: 947.805237
	Iteration 21Q: 3 clusters Score -1600987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -1601013.875000 Penalty: 947.805237
	Iteration 22Q: 3 clusters Score -1601014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1601044.375000 Penalty: 947.805237
	Iteration 23Q: 3 clusters Score -1601044 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1601069.500000 Penalty: 947.805237
	Iteration 24Q: 3 clusters Score -1601070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1601106.375000 Penalty: 947.805237
	Iteration 25Q: 3 clusters Score -1601106 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -1601138.375000 Penalty: 947.805237
	Iteration 26Q: 3 clusters Score -1601138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1601171.250000 Penalty: 947.805237
	Iteration 27Q: 3 clusters Score -1601171 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -1601217.000000 Penalty: 947.805237
	Iteration 28Q: 3 clusters Score -1601217 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1601248.875000 Penalty: 947.805237
	Iteration 29Q: 3 clusters Score -1601249 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1601269.875000 Penalty: 947.805237
	Iteration 30Q: 3 clusters Score -1601270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -1601301.625000 Penalty: 947.805237
	Iteration 31Q: 3 clusters Score -1601302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1601330.375000 Penalty: 947.805237
	Iteration 32Q: 3 clusters Score -1601330 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -1601372.125000 Penalty: 947.805237
	Iteration 33Q: 3 clusters Score -1601372 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1601409.125000 Penalty: 947.805237
	Iteration 34Q: 3 clusters Score -1601409 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -1601442.625000 Penalty: 947.805237
	Iteration 35Q: 3 clusters Score -1601443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -1601465.250000 Penalty: 947.805237
	Iteration 36Q: 3 clusters Score -1601465 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -1601487.375000 Penalty: 947.805237
	Iteration 37Q: 3 clusters Score -1601487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -1601506.500000 Penalty: 947.805237
	Iteration 38Q: 3 clusters Score -1601506 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -1601533.875000 Penalty: 947.805237
	Iteration 39Q: 3 clusters Score -1601534 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -1601570.125000 Penalty: 947.805237
	Iteration 40F: 3 clusters Score -1601570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1601603.875000 Penalty: 947.805237
	Iteration 41Q: 3 clusters Score -1601604 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1601643.500000 Penalty: 947.805237
	Iteration 42Q: 3 clusters Score -1601644 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -1601676.250000 Penalty: 947.805237
	Iteration 43Q: 3 clusters Score -1601676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -1601710.000000 Penalty: 947.805237
	Iteration 44Q: 3 clusters Score -1601710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1601743.250000 Penalty: 947.805237
	Iteration 45Q: 3 clusters Score -1601743 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -1601770.125000 Penalty: 947.805237
	Iteration 46Q: 3 clusters Score -1601770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -1601804.000000 Penalty: 947.805237
	Iteration 47Q: 3 clusters Score -1601804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1601818.875000 Penalty: 947.805237
	Iteration 48Q: 3 clusters Score -1601819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -1601833.750000 Penalty: 947.805237
	Iteration 49Q: 3 clusters Score -1601834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -1601853.500000 Penalty: 947.805237
	Iteration 50Q: 3 clusters Score -1601854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -1601859.500000 Penalty: 947.805237
	Iteration 51Q: 3 clusters Score -1601860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -1601878.125000 Penalty: 947.805237
	Iteration 52Q: 3 clusters Score -1601878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -1601880.500000 Penalty: 947.805237
	Iteration 53Q: 3 clusters Score -1601880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -1601889.000000 Penalty: 947.805237
	Iteration 54Q: 3 clusters Score -1601889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -1601895.125000 Penalty: 947.805237
	Iteration 55Q: 3 clusters Score -1601895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -1601896.500000 Penalty: 947.805237
	Iteration 56Q: 3 clusters Score -1601896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -1601914.625000 Penalty: 947.805237
	Iteration 57Q: 3 clusters Score -1601915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -1601922.750000 Penalty: 947.805237
	Iteration 58Q: 3 clusters Score -1601923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -1601929.500000 Penalty: 947.805237
	Iteration 59Q: 3 clusters Score -1601930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -1601942.375000 Penalty: 947.805237
	Iteration 60F: 3 clusters Score -1601942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -1601954.000000 Penalty: 947.805237
	Iteration 61Q: 3 clusters Score -1601954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -1601968.625000 Penalty: 947.805237
	Iteration 62Q: 3 clusters Score -1601969 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -1601980.875000 Penalty: 947.805237
	Iteration 63Q: 3 clusters Score -1601981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1601985.500000 Penalty: 947.805237
	Iteration 64Q: 3 clusters Score -1601986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -1602000.750000 Penalty: 947.805237
	Iteration 65Q: 3 clusters Score -1602001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -1602006.875000 Penalty: 947.805237
	Iteration 66Q: 3 clusters Score -1602007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -1602007.625000 Penalty: 947.805237
	Iteration 67Q: 3 clusters Score -1602008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -1602014.875000 Penalty: 947.805237
	Iteration 68Q: 3 clusters Score -1602015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -1602038.375000 Penalty: 947.805237
	Iteration 69Q: 3 clusters Score -1602038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -1602045.625000 Penalty: 947.805237
	Iteration 70Q: 3 clusters Score -1602046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -1602057.750000 Penalty: 947.805237
	Iteration 71Q: 3 clusters Score -1602058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -1602065.500000 Penalty: 947.805237
	Iteration 72Q: 3 clusters Score -1602066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -1602086.875000 Penalty: 947.805237
	Iteration 73Q: 3 clusters Score -1602087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -1602099.500000 Penalty: 947.805237
	Iteration 74Q: 3 clusters Score -1602100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -1602113.500000 Penalty: 947.805237
	Iteration 75Q: 3 clusters Score -1602114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -1602127.000000 Penalty: 947.805237
	Iteration 76Q: 3 clusters Score -1602127 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -1602139.500000 Penalty: 947.805237
	Iteration 77Q: 3 clusters Score -1602140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1602149.750000 Penalty: 947.805237
	Iteration 78Q: 3 clusters Score -1602150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -1602159.250000 Penalty: 947.805237
	Iteration 79Q: 3 clusters Score -1602159 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -1602171.625000 Penalty: 947.805237
	Iteration 80F: 3 clusters Score -1602172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -1602177.250000 Penalty: 947.805237
	Iteration 81Q: 3 clusters Score -1602177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -1602179.125000 Penalty: 947.805237
	Iteration 82Q: 3 clusters Score -1602179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -1602179.875000 Penalty: 947.805237
	Iteration 83Q: 3 clusters Score -1602180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -1602181.875000 Penalty: 947.805237
	Iteration 84Q: 3 clusters Score -1602182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -1602188.750000 Penalty: 947.805237
	Iteration 85Q: 3 clusters Score -1602189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -1602188.875000 Penalty: 947.805237
	Iteration 86Q: 3 clusters Score -1602189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -1602192.375000 Penalty: 947.805237
	Iteration 87Q: 3 clusters Score -1602192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -1602203.125000 Penalty: 947.805237
	Iteration 88Q: 3 clusters Score -1602203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -1602200.375000 Penalty: 947.805237
	Iteration 89Q: 3 clusters Score -1602200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -1602205.250000 Penalty: 947.805237
	Iteration 90Q: 3 clusters Score -1602205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -1602208.875000 Penalty: 947.805237
	Iteration 91Q: 3 clusters Score -1602209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -1602207.500000 Penalty: 947.805237
	Iteration 92Q: 3 clusters Score -1602208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -1602213.375000 Penalty: 947.805237
	Iteration 93Q: 3 clusters Score -1602213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1602218.625000 Penalty: 947.805237
	Iteration 94Q: 3 clusters Score -1602219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -1602220.625000 Penalty: 947.805237
	Iteration 95Q: 3 clusters Score -1602221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -1602227.250000 Penalty: 947.805237
	Iteration 96Q: 3 clusters Score -1602227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -1602228.500000 Penalty: 947.805237
	Iteration 97Q: 3 clusters Score -1602228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -1602231.750000 Penalty: 947.805237
	Iteration 98Q: 3 clusters Score -1602232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -1602236.875000 Penalty: 947.805237
	Iteration 99Q: 3 clusters Score -1602237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -1602237.875000 Penalty: 947.805237
	Iteration 100F: 3 clusters Score -1602238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -1602237.750000 Penalty: 947.805237
	Iteration 101Q: 3 clusters Score -1602238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -1602242.750000 Penalty: 947.805237
	Iteration 102Q: 3 clusters Score -1602243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -1602247.875000 Penalty: 947.805237
	Iteration 103Q: 3 clusters Score -1602248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -1602254.625000 Penalty: 947.805237
	Iteration 104Q: 3 clusters Score -1602255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -1602260.625000 Penalty: 947.805237
	Iteration 105Q: 3 clusters Score -1602261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -1602263.375000 Penalty: 947.805237
	Iteration 106Q: 3 clusters Score -1602263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -1602276.625000 Penalty: 947.805237
	Iteration 107Q: 3 clusters Score -1602277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -1602281.875000 Penalty: 947.805237
	Iteration 108Q: 3 clusters Score -1602282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -1602285.250000 Penalty: 947.805237
	Iteration 109Q: 3 clusters Score -1602285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -1602290.500000 Penalty: 947.805237
	Iteration 110Q: 3 clusters Score -1602290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -1602301.875000 Penalty: 947.805237
	Iteration 111Q: 3 clusters Score -1602302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -1602301.500000 Penalty: 947.805237
	Iteration 112Q: 3 clusters Score -1602302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -1602305.625000 Penalty: 947.805237
	Iteration 113Q: 3 clusters Score -1602306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -1602312.125000 Penalty: 947.805237
	Iteration 114Q: 3 clusters Score -1602312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -1602317.000000 Penalty: 947.805237
	Iteration 115Q: 3 clusters Score -1602317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -1602314.500000 Penalty: 947.805237
	Iteration 116Q: 3 clusters Score -1602314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -1602324.625000 Penalty: 947.805237
	Iteration 117Q: 3 clusters Score -1602325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -1602330.375000 Penalty: 947.805237
	Iteration 118Q: 3 clusters Score -1602330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -1602334.000000 Penalty: 947.805237
	Iteration 119Q: 3 clusters Score -1602334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -1602336.500000 Penalty: 947.805237
	Iteration 120F: 3 clusters Score -1602336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -1602336.375000 Penalty: 947.805237
	Iteration 121Q: 3 clusters Score -1602336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -1602335.625000 Penalty: 947.805237
	Iteration 122Q: 3 clusters Score -1602336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -1602340.125000 Penalty: 947.805237
	Iteration 123Q: 3 clusters Score -1602340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -1602342.750000 Penalty: 947.805237
	Iteration 124Q: 3 clusters Score -1602343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -1602343.875000 Penalty: 947.805237
	Iteration 125Q: 3 clusters Score -1602344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -1602344.500000 Penalty: 947.805237
	Iteration 126Q: 3 clusters Score -1602344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -1602344.750000 Penalty: 947.805237
	Iteration 127Q: 3 clusters Score -1602345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -1602346.250000 Penalty: 947.805237
	Iteration 128Q: 3 clusters Score -1602346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -1602346.125000 Penalty: 947.805237
	Iteration 129Q: 3 clusters Score -1602346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -1602346.125000 Penalty: 947.805237
	Iteration 130Q: 3 clusters Score -1602346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -1602347.625000 Penalty: 947.805237
	Iteration 131Q: 3 clusters Score -1602348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -1602348.500000 Penalty: 947.805237
	Iteration 132Q: 3 clusters Score -1602348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -1602350.500000 Penalty: 947.805237
	Iteration 133Q: 3 clusters Score -1602350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -1602351.875000 Penalty: 947.805237
	Iteration 134Q: 3 clusters Score -1602352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -1602351.375000 Penalty: 947.805237
	Iteration 135Q: 3 clusters Score -1602351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -1602352.500000 Penalty: 947.805237
	Iteration 136Q: 3 clusters Score -1602352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -1602351.875000 Penalty: 947.805237
	Iteration 137Q: 3 clusters Score -1602352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -1602350.750000 Penalty: 947.805237
	Iteration 138Q: 3 clusters Score -1602351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -1602351.000000 Penalty: 947.805237
	Iteration 139Q: 3 clusters Score -1602351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -1602351.375000 Penalty: 947.805237
	Iteration 140F: 3 clusters Score -1602351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -1602352.750000 Penalty: 947.805237
	Iteration 141Q: 3 clusters Score -1602353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -1602353.375000 Penalty: 947.805237
	Iteration 142Q: 3 clusters Score -1602353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -1602354.000000 Penalty: 947.805237
	Iteration 143Q: 3 clusters Score -1602354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -1602354.750000 Penalty: 947.805237
	Iteration 144Q: 3 clusters Score -1602355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -1602355.125000 Penalty: 947.805237
	Iteration 145Q: 3 clusters Score -1602355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -1602356.500000 Penalty: 947.805237
	Iteration 146Q: 3 clusters Score -1602356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -1602356.500000 Penalty: 947.805237
	Iteration 147Q: 3 clusters Score -1602356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -1602357.750000 Penalty: 947.805237
	Iteration 148Q: 3 clusters Score -1602358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -1602357.000000 Penalty: 947.805237
	Iteration 149Q: 3 clusters Score -1602357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -1602355.375000 Penalty: 947.805237
	Iteration 150Q: 3 clusters Score -1602355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -1602359.500000 Penalty: 947.805237
	Iteration 151Q: 3 clusters Score -1602360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -1602361.750000 Penalty: 947.805237
	Iteration 152Q: 3 clusters Score -1602362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -1602364.000000 Penalty: 947.805237
	Iteration 153Q: 3 clusters Score -1602364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -1602364.250000 Penalty: 947.805237
	Iteration 154Q: 3 clusters Score -1602364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -1602365.500000 Penalty: 947.805237
	Iteration 155Q: 3 clusters Score -1602366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -1602365.250000 Penalty: 947.805237
	Iteration 156Q: 3 clusters Score -1602365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -1602366.000000 Penalty: 947.805237
	Iteration 157Q: 3 clusters Score -1602366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -1602366.000000 Penalty: 947.805237
	Iteration 158Q: 3 clusters Score -1602366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -1602368.750000 Penalty: 947.805237
	Iteration 159Q: 3 clusters Score -1602369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -1602369.000000 Penalty: 947.805237
	Iteration 160F: 3 clusters Score -1602369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -1602369.250000 Penalty: 947.805237
	Iteration 161Q: 3 clusters Score -1602369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -1602370.875000 Penalty: 947.805237
	Iteration 162Q: 3 clusters Score -1602371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -1602370.375000 Penalty: 947.805237
	Iteration 163Q: 3 clusters Score -1602370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -1602371.250000 Penalty: 947.805237
	Iteration 164Q: 3 clusters Score -1602371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -1602371.875000 Penalty: 947.805237
	Iteration 165Q: 3 clusters Score -1602372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -1602372.500000 Penalty: 947.805237
	Iteration 166Q: 3 clusters Score -1602372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -1602371.625000 Penalty: 947.805237
	Iteration 167Q: 3 clusters Score -1602372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -1602371.875000 Penalty: 947.805237
	Iteration 168Q: 3 clusters Score -1602372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -1602374.250000 Penalty: 947.805237
	Iteration 169Q: 3 clusters Score -1602374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -1602374.250000 Penalty: 947.805237
	Iteration 170F: 3 clusters Score -1602374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -35651.136719 Penalty: 309.102722
	Iteration 0F: 2 clusters Score -35651.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34966.832031 Penalty: 618.205444
	Iteration 0F: 3 clusters Score -34966.83 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35322.484375 Penalty: 618.205444
	Iteration 1F: 3 clusters Score -35322.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -35432.773438 Penalty: 618.205444
	Iteration 2F: 3 clusters Score -35432.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -35523.230469 Penalty: 618.205444
	Iteration 3F: 3 clusters Score -35523.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -35591.472656 Penalty: 618.205444
	Iteration 4F: 3 clusters Score -35591.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -35646.941406 Penalty: 618.205444
	Iteration 5Q: 3 clusters Score -35646.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35679.812500 Penalty: 618.205444
	Iteration 6Q: 3 clusters Score -35679.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -35701.332031 Penalty: 618.205444
	Iteration 7Q: 3 clusters Score -35701.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -35715.617188 Penalty: 618.205444
	Iteration 8Q: 3 clusters Score -35715.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -35717.304688 Penalty: 618.205444
	Iteration 9Q: 3 clusters Score -35717.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -35721.394531 Penalty: 618.205444
	Iteration 10Q: 3 clusters Score -35721.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -35721.730469 Penalty: 618.205444
	Iteration 11Q: 3 clusters Score -35721.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -35721.730469 Penalty: 618.205444
	Iteration 12F: 3 clusters Score -35721.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 172548 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 57 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103687 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 835 members 
Entering Unmasked Estep 
Score: -23235518.000000 Penalty: 16768.777344
Splitting cluster 5 changes total score from -23235746.000000 to -23235518.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Entering Unmasked Estep 
Score: -178127.031250 Penalty: 378.702087
	Iteration 0F: 2 clusters Score -178127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -175292.937500 Penalty: 757.404175
	Iteration 0F: 3 clusters Score -175292.9 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -176366.593750 Penalty: 757.404175
	Iteration 1F: 3 clusters Score -176366.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -176513.750000 Penalty: 757.404175
	Iteration 2F: 3 clusters Score -176513.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -176693.531250 Penalty: 757.404175
	Iteration 3F: 3 clusters Score -176693.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -176927.187500 Penalty: 757.404175
	Iteration 4F: 3 clusters Score -176927.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -177215.390625 Penalty: 757.404175
	Iteration 5F: 3 clusters Score -177215.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177456.578125 Penalty: 757.404175
	Iteration 6F: 3 clusters Score -177456.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -177577.406250 Penalty: 757.404175
	Iteration 7Q: 3 clusters Score -177577.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -177646.734375 Penalty: 757.404175
	Iteration 8Q: 3 clusters Score -177646.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -177692.953125 Penalty: 757.404175
	Iteration 9Q: 3 clusters Score -177693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -177722.265625 Penalty: 757.404175
	Iteration 10Q: 3 clusters Score -177722.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -177740.218750 Penalty: 757.404175
	Iteration 11Q: 3 clusters Score -177740.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -177750.312500 Penalty: 757.404175
	Iteration 12Q: 3 clusters Score -177750.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -177758.593750 Penalty: 757.404175
	Iteration 13Q: 3 clusters Score -177758.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -177766.453125 Penalty: 757.404175
	Iteration 14Q: 3 clusters Score -177766.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -177773.406250 Penalty: 757.404175
	Iteration 15Q: 3 clusters Score -177773.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -177778.859375 Penalty: 757.404175
	Iteration 16Q: 3 clusters Score -177778.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -177782.765625 Penalty: 757.404175
	Iteration 17Q: 3 clusters Score -177782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -177784.500000 Penalty: 757.404175
	Iteration 18Q: 3 clusters Score -177784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -177788.218750 Penalty: 757.404175
	Iteration 19Q: 3 clusters Score -177788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -177790.203125 Penalty: 757.404175
	Iteration 20F: 3 clusters Score -177790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -177792.296875 Penalty: 757.404175
	Iteration 21Q: 3 clusters Score -177792.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -177793.734375 Penalty: 757.404175
	Iteration 22Q: 3 clusters Score -177793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -177794.781250 Penalty: 757.404175
	Iteration 23Q: 3 clusters Score -177794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -177795.531250 Penalty: 757.404175
	Iteration 24Q: 3 clusters Score -177795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -177795.703125 Penalty: 757.404175
	Iteration 25Q: 3 clusters Score -177795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -177795.796875 Penalty: 757.404175
	Iteration 26Q: 3 clusters Score -177795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -177796.187500 Penalty: 757.404175
	Iteration 27Q: 3 clusters Score -177796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -177796.250000 Penalty: 757.404175
	Iteration 28Q: 3 clusters Score -177796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -177796.312500 Penalty: 757.404175
	Iteration 29Q: 3 clusters Score -177796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -177796.718750 Penalty: 757.404175
	Iteration 30Q: 3 clusters Score -177796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -177796.593750 Penalty: 757.404175
	Iteration 31Q: 3 clusters Score -177796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -177796.843750 Penalty: 757.404175
	Iteration 32Q: 3 clusters Score -177796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -177796.796875 Penalty: 757.404175
	Iteration 33Q: 3 clusters Score -177796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -177796.796875 Penalty: 757.404175
	Iteration 34F: 3 clusters Score -177796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -11912.070312 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -11912.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11570.244141 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -11570.24 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11634.914062 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -11634.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11669.190430 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -11669.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11687.630859 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -11687.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11703.850586 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -11703.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11712.411133 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -11712.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11716.357422 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -11716.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11723.928711 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -11723.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11737.043945 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -11737.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11745.035156 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -11745.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11752.204102 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -11752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11756.438477 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -11756.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11757.229492 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -11757.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11757.229492 Penalty: 519.044189
	Iteration 13F: 3 clusters Score -11757.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Entering Unmasked Estep 
Score: -1398144.375000 Penalty: 471.707153
	Iteration 0F: 2 clusters Score -1398144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1376977.000000 Penalty: 943.414307
	Iteration 0F: 3 clusters Score -1376977 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1385790.125000 Penalty: 943.414307
	Iteration 1F: 3 clusters Score -1385790 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1386154.500000 Penalty: 943.414307
	Iteration 2Q: 3 clusters Score -1386154 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1386612.375000 Penalty: 943.414307
	Iteration 3Q: 3 clusters Score -1386612 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1387271.875000 Penalty: 943.414307
	Iteration 4Q: 3 clusters Score -1387272 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1388288.125000 Penalty: 943.414307
	Iteration 5Q: 3 clusters Score -1388288 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -1389730.000000 Penalty: 943.414307
	Iteration 6F: 3 clusters Score -1389730 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -1391484.625000 Penalty: 943.414307
	Iteration 7F: 3 clusters Score -1391485 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -1393161.000000 Penalty: 943.414307
	Iteration 8F: 3 clusters Score -1393161 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -1394412.625000 Penalty: 943.414307
	Iteration 9Q: 3 clusters Score -1394413 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -1395275.750000 Penalty: 943.414307
	Iteration 10Q: 3 clusters Score -1395276 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1395902.375000 Penalty: 943.414307
	Iteration 11Q: 3 clusters Score -1395902 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -1396378.875000 Penalty: 943.414307
	Iteration 12Q: 3 clusters Score -1396379 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -1396788.125000 Penalty: 943.414307
	Iteration 13Q: 3 clusters Score -1396788 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -1397091.625000 Penalty: 943.414307
	Iteration 14Q: 3 clusters Score -1397092 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -1397321.250000 Penalty: 943.414307
	Iteration 15Q: 3 clusters Score -1397321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -1397523.750000 Penalty: 943.414307
	Iteration 16Q: 3 clusters Score -1397524 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1397652.750000 Penalty: 943.414307
	Iteration 17Q: 3 clusters Score -1397653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -1397723.625000 Penalty: 943.414307
	Iteration 18Q: 3 clusters Score -1397724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -1397767.375000 Penalty: 943.414307
	Iteration 19Q: 3 clusters Score -1397767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -1397805.250000 Penalty: 943.414307
	Iteration 20F: 3 clusters Score -1397805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -1397830.375000 Penalty: 943.414307
	Iteration 21Q: 3 clusters Score -1397830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -1397855.625000 Penalty: 943.414307
	Iteration 22Q: 3 clusters Score -1397856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -1397870.000000 Penalty: 943.414307
	Iteration 23Q: 3 clusters Score -1397870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -1397883.125000 Penalty: 943.414307
	Iteration 24Q: 3 clusters Score -1397883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -1397892.250000 Penalty: 943.414307
	Iteration 25Q: 3 clusters Score -1397892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -1397895.875000 Penalty: 943.414307
	Iteration 26Q: 3 clusters Score -1397896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -1397898.250000 Penalty: 943.414307
	Iteration 27Q: 3 clusters Score -1397898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -1397898.625000 Penalty: 943.414307
	Iteration 28Q: 3 clusters Score -1397899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -1397902.750000 Penalty: 943.414307
	Iteration 29Q: 3 clusters Score -1397903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -1397907.750000 Penalty: 943.414307
	Iteration 30Q: 3 clusters Score -1397908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -1397910.500000 Penalty: 943.414307
	Iteration 31Q: 3 clusters Score -1397910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1397916.500000 Penalty: 943.414307
	Iteration 32Q: 3 clusters Score -1397916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1397922.125000 Penalty: 943.414307
	Iteration 33Q: 3 clusters Score -1397922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -1397923.750000 Penalty: 943.414307
	Iteration 34Q: 3 clusters Score -1397924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -1397926.250000 Penalty: 943.414307
	Iteration 35Q: 3 clusters Score -1397926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -1397930.500000 Penalty: 943.414307
	Iteration 36Q: 3 clusters Score -1397930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -1397931.250000 Penalty: 943.414307
	Iteration 37Q: 3 clusters Score -1397931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -1397931.250000 Penalty: 943.414307
	Iteration 38Q: 3 clusters Score -1397931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -1397931.125000 Penalty: 943.414307
	Iteration 39Q: 3 clusters Score -1397931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -1397932.000000 Penalty: 943.414307
	Iteration 40F: 3 clusters Score -1397932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -1397932.875000 Penalty: 943.414307
	Iteration 41Q: 3 clusters Score -1397933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -1397933.375000 Penalty: 943.414307
	Iteration 42Q: 3 clusters Score -1397933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1397932.375000 Penalty: 943.414307
	Iteration 43Q: 3 clusters Score -1397932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1397932.125000 Penalty: 943.414307
	Iteration 44Q: 3 clusters Score -1397932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -1397932.625000 Penalty: 943.414307
	Iteration 45Q: 3 clusters Score -1397933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -1397933.500000 Penalty: 943.414307
	Iteration 46Q: 3 clusters Score -1397934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -1397932.750000 Penalty: 943.414307
	Iteration 47Q: 3 clusters Score -1397933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -1397934.500000 Penalty: 943.414307
	Iteration 48Q: 3 clusters Score -1397934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -1397934.500000 Penalty: 943.414307
	Iteration 49F: 3 clusters Score -1397934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -101857.695312 Penalty: 353.429779
	Iteration 0F: 2 clusters Score -101857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -100189.664062 Penalty: 706.859558
	Iteration 0F: 3 clusters Score -100189.7 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -100798.734375 Penalty: 706.859558
	Iteration 1F: 3 clusters Score -100798.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -100915.023438 Penalty: 706.859558
	Iteration 2F: 3 clusters Score -100915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -101028.570312 Penalty: 706.859558
	Iteration 3F: 3 clusters Score -101028.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -101108.750000 Penalty: 706.859558
	Iteration 4F: 3 clusters Score -101108.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -101179.867188 Penalty: 706.859558
	Iteration 5F: 3 clusters Score -101179.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -101242.250000 Penalty: 706.859558
	Iteration 6Q: 3 clusters Score -101242.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -101296.976562 Penalty: 706.859558
	Iteration 7Q: 3 clusters Score -101297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -101355.257812 Penalty: 706.859558
	Iteration 8Q: 3 clusters Score -101355.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -101414.031250 Penalty: 706.859558
	Iteration 9Q: 3 clusters Score -101414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -101462.367188 Penalty: 706.859558
	Iteration 10Q: 3 clusters Score -101462.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -101489.351562 Penalty: 706.859558
	Iteration 11Q: 3 clusters Score -101489.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -101516.554688 Penalty: 706.859558
	Iteration 12Q: 3 clusters Score -101516.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -101536.734375 Penalty: 706.859558
	Iteration 13Q: 3 clusters Score -101536.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -101555.664062 Penalty: 706.859558
	Iteration 14Q: 3 clusters Score -101555.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -101571.242188 Penalty: 706.859558
	Iteration 15Q: 3 clusters Score -101571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -101585.773438 Penalty: 706.859558
	Iteration 16Q: 3 clusters Score -101585.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -101593.773438 Penalty: 706.859558
	Iteration 17Q: 3 clusters Score -101593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -101598.320312 Penalty: 706.859558
	Iteration 18Q: 3 clusters Score -101598.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -101606.320312 Penalty: 706.859558
	Iteration 19Q: 3 clusters Score -101606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -101616.132812 Penalty: 706.859558
	Iteration 20F: 3 clusters Score -101616.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -101626.703125 Penalty: 706.859558
	Iteration 21Q: 3 clusters Score -101626.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -101635.203125 Penalty: 706.859558
	Iteration 22Q: 3 clusters Score -101635.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -101642.226562 Penalty: 706.859558
	Iteration 23Q: 3 clusters Score -101642.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -101647.453125 Penalty: 706.859558
	Iteration 24Q: 3 clusters Score -101647.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -101651.726562 Penalty: 706.859558
	Iteration 25Q: 3 clusters Score -101651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -101654.382812 Penalty: 706.859558
	Iteration 26Q: 3 clusters Score -101654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -101657.179688 Penalty: 706.859558
	Iteration 27Q: 3 clusters Score -101657.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -101658.742188 Penalty: 706.859558
	Iteration 28Q: 3 clusters Score -101658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -101659.859375 Penalty: 706.859558
	Iteration 29Q: 3 clusters Score -101659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -101661.531250 Penalty: 706.859558
	Iteration 30Q: 3 clusters Score -101661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -101664.320312 Penalty: 706.859558
	Iteration 31Q: 3 clusters Score -101664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -101669.593750 Penalty: 706.859558
	Iteration 32Q: 3 clusters Score -101669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -101673.234375 Penalty: 706.859558
	Iteration 33Q: 3 clusters Score -101673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -101674.195312 Penalty: 706.859558
	Iteration 34Q: 3 clusters Score -101674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -101674.421875 Penalty: 706.859558
	Iteration 35Q: 3 clusters Score -101674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -101674.500000 Penalty: 706.859558
	Iteration 36Q: 3 clusters Score -101674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -101674.601562 Penalty: 706.859558
	Iteration 37Q: 3 clusters Score -101674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -101674.585938 Penalty: 706.859558
	Iteration 38Q: 3 clusters Score -101674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -101674.585938 Penalty: 706.859558
	Iteration 39F: 3 clusters Score -101674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (103687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Entering Unmasked Estep 
Score: -4866734.500000 Penalty: 525.485535
	Iteration 0F: 2 clusters Score -4866734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -4797077.500000 Penalty: 1050.971069
	Iteration 0F: 3 clusters Score -4797078 nChanged 51014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -4827975.500000 Penalty: 1050.971069
	Iteration 1F: 3 clusters Score -4827976 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 54598 members 
Entering Unmasked Estep 
Score: -4829624.500000 Penalty: 1050.971069
	Iteration 2Q: 3 clusters Score -4829624 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -4832213.500000 Penalty: 1050.971069
	Iteration 3Q: 3 clusters Score -4832214 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -4836486.500000 Penalty: 1050.971069
	Iteration 4F: 3 clusters Score -4836486 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -4842554.000000 Penalty: 1050.971069
	Iteration 5F: 3 clusters Score -4842554 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -4847369.000000 Penalty: 1050.971069
	Iteration 6F: 3 clusters Score -4847369 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -4849293.500000 Penalty: 1050.971069
	Iteration 7Q: 3 clusters Score -4849294 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -4849942.000000 Penalty: 1050.971069
	Iteration 8Q: 3 clusters Score -4849942 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -4850244.500000 Penalty: 1050.971069
	Iteration 9Q: 3 clusters Score -4850244 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -4850518.000000 Penalty: 1050.971069
	Iteration 10Q: 3 clusters Score -4850518 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -4850858.000000 Penalty: 1050.971069
	Iteration 11Q: 3 clusters Score -4850858 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -4851281.000000 Penalty: 1050.971069
	Iteration 12Q: 3 clusters Score -4851281 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -4851725.500000 Penalty: 1050.971069
	Iteration 13Q: 3 clusters Score -4851726 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -4852221.000000 Penalty: 1050.971069
	Iteration 14Q: 3 clusters Score -4852221 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -4852886.500000 Penalty: 1050.971069
	Iteration 15Q: 3 clusters Score -4852886 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -4853579.500000 Penalty: 1050.971069
	Iteration 16Q: 3 clusters Score -4853580 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -4854340.000000 Penalty: 1050.971069
	Iteration 17Q: 3 clusters Score -4854340 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -4855213.000000 Penalty: 1050.971069
	Iteration 18Q: 3 clusters Score -4855213 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
Score: -4856094.000000 Penalty: 1050.971069
	Iteration 19Q: 3 clusters Score -4856094 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -4857004.500000 Penalty: 1050.971069
	Iteration 20F: 3 clusters Score -4857004 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -4857985.000000 Penalty: 1050.971069
	Iteration 21Q: 3 clusters Score -4857985 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -4858996.000000 Penalty: 1050.971069
	Iteration 22Q: 3 clusters Score -4858996 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -4860040.000000 Penalty: 1050.971069
	Iteration 23Q: 3 clusters Score -4860040 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -4860994.500000 Penalty: 1050.971069
	Iteration 24Q: 3 clusters Score -4860994 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -4861914.000000 Penalty: 1050.971069
	Iteration 25Q: 3 clusters Score -4861914 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -4862764.500000 Penalty: 1050.971069
	Iteration 26Q: 3 clusters Score -4862764 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -4863521.500000 Penalty: 1050.971069
	Iteration 27Q: 3 clusters Score -4863522 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -4864154.500000 Penalty: 1050.971069
	Iteration 28Q: 3 clusters Score -4864154 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -4864665.000000 Penalty: 1050.971069
	Iteration 29Q: 3 clusters Score -4864665 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -4865048.000000 Penalty: 1050.971069
	Iteration 30Q: 3 clusters Score -4865048 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -4865380.500000 Penalty: 1050.971069
	Iteration 31Q: 3 clusters Score -4865380 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -4865617.500000 Penalty: 1050.971069
	Iteration 32Q: 3 clusters Score -4865618 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -4865766.000000 Penalty: 1050.971069
	Iteration 33Q: 3 clusters Score -4865766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 102807 members 
Entering Unmasked Estep 
Score: -4865893.500000 Penalty: 1050.971069
	Iteration 34Q: 3 clusters Score -4865894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -4865997.500000 Penalty: 1050.971069
	Iteration 35Q: 3 clusters Score -4865998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -4866061.000000 Penalty: 1050.971069
	Iteration 36Q: 3 clusters Score -4866061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 103204 members 
Entering Unmasked Estep 
Score: -4866098.000000 Penalty: 1050.971069
	Iteration 37Q: 3 clusters Score -4866098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103269 members 
Entering Unmasked Estep 
Score: -4866134.500000 Penalty: 1050.971069
	Iteration 38Q: 3 clusters Score -4866134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -4866154.500000 Penalty: 1050.971069
	Iteration 39Q: 3 clusters Score -4866154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 103356 members 
Entering Unmasked Estep 
Score: -4866167.000000 Penalty: 1050.971069
	Iteration 40F: 3 clusters Score -4866167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -4866185.000000 Penalty: 1050.971069
	Iteration 41Q: 3 clusters Score -4866185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -4866193.000000 Penalty: 1050.971069
	Iteration 42Q: 3 clusters Score -4866193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 103426 members 
Entering Unmasked Estep 
Score: -4866204.000000 Penalty: 1050.971069
	Iteration 43Q: 3 clusters Score -4866204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -4866211.000000 Penalty: 1050.971069
	Iteration 44Q: 3 clusters Score -4866211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -4866222.000000 Penalty: 1050.971069
	Iteration 45Q: 3 clusters Score -4866222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -4866228.000000 Penalty: 1050.971069
	Iteration 46Q: 3 clusters Score -4866228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -4866242.500000 Penalty: 1050.971069
	Iteration 47Q: 3 clusters Score -4866242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -4866251.000000 Penalty: 1050.971069
	Iteration 48Q: 3 clusters Score -4866251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103486 members 
Entering Unmasked Estep 
Score: -4866257.500000 Penalty: 1050.971069
	Iteration 49Q: 3 clusters Score -4866258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -4866262.500000 Penalty: 1050.971069
	Iteration 50Q: 3 clusters Score -4866262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -4866260.000000 Penalty: 1050.971069
	Iteration 51Q: 3 clusters Score -4866260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -4866260.500000 Penalty: 1050.971069
	Iteration 52Q: 3 clusters Score -4866260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -4866260.500000 Penalty: 1050.971069
	Iteration 53F: 3 clusters Score -4866260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -63646.261719 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -63646.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62580.757812 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -62580.76 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62913.007812 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -62913.01 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -63000.101562 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -63000.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63065.890625 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -63065.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -63117.335938 Penalty: 659.224670
	Iteration 4F: 3 clusters Score -63117.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -63156.093750 Penalty: 659.224670
	Iteration 5Q: 3 clusters Score -63156.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -63181.941406 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -63181.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -63201.402344 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -63201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -63217.941406 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -63217.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -63232.687500 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -63232.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -63245.367188 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -63245.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -63251.000000 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -63251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63257.277344 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -63257.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -63262.277344 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -63262.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -63271.937500 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -63271.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63283.945312 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -63283.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -63289.019531 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -63289.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -63292.492188 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -63292.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -63295.757812 Penalty: 659.224670
	Iteration 18Q: 3 clusters Score -63295.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -63298.187500 Penalty: 659.224670
	Iteration 19Q: 3 clusters Score -63298.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -63301.328125 Penalty: 659.224670
	Iteration 20F: 3 clusters Score -63301.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -63303.007812 Penalty: 659.224670
	Iteration 21Q: 3 clusters Score -63303.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -63304.308594 Penalty: 659.224670
	Iteration 22Q: 3 clusters Score -63304.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -63306.289062 Penalty: 659.224670
	Iteration 23Q: 3 clusters Score -63306.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -63307.097656 Penalty: 659.224670
	Iteration 24Q: 3 clusters Score -63307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63307.914062 Penalty: 659.224670
	Iteration 25Q: 3 clusters Score -63307.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63308.042969 Penalty: 659.224670
	Iteration 26Q: 3 clusters Score -63308.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -63308.042969 Penalty: 659.224670
	Iteration 27F: 3 clusters Score -63308.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -39287.566406 Penalty: 312.112488
	Iteration 0F: 2 clusters Score -39287.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38494.636719 Penalty: 624.224976
	Iteration 0F: 3 clusters Score -38494.64 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38686.218750 Penalty: 624.224976
	Iteration 1F: 3 clusters Score -38686.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -38733.960938 Penalty: 624.224976
	Iteration 2F: 3 clusters Score -38733.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -38767.234375 Penalty: 624.224976
	Iteration 3F: 3 clusters Score -38767.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38800.773438 Penalty: 624.224976
	Iteration 4Q: 3 clusters Score -38800.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38837.988281 Penalty: 624.224976
	Iteration 5Q: 3 clusters Score -38837.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -38896.843750 Penalty: 624.224976
	Iteration 6F: 3 clusters Score -38896.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -38978.105469 Penalty: 624.224976
	Iteration 7F: 3 clusters Score -38978.11 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -39048.042969 Penalty: 624.224976
	Iteration 8F: 3 clusters Score -39048.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -39110.320312 Penalty: 624.224976
	Iteration 9F: 3 clusters Score -39110.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -39149.179688 Penalty: 624.224976
	Iteration 10Q: 3 clusters Score -39149.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -39165.105469 Penalty: 624.224976
	Iteration 11Q: 3 clusters Score -39165.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -39174.902344 Penalty: 624.224976
	Iteration 12Q: 3 clusters Score -39174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39183.554688 Penalty: 624.224976
	Iteration 13Q: 3 clusters Score -39183.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -39187.847656 Penalty: 624.224976
	Iteration 14Q: 3 clusters Score -39187.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -39192.101562 Penalty: 624.224976
	Iteration 15Q: 3 clusters Score -39192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39203.828125 Penalty: 624.224976
	Iteration 16Q: 3 clusters Score -39203.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -39210.902344 Penalty: 624.224976
	Iteration 17Q: 3 clusters Score -39210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -39214.941406 Penalty: 624.224976
	Iteration 18Q: 3 clusters Score -39214.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -39216.929688 Penalty: 624.224976
	Iteration 19Q: 3 clusters Score -39216.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -39218.507812 Penalty: 624.224976
	Iteration 20F: 3 clusters Score -39218.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -39219.171875 Penalty: 624.224976
	Iteration 21Q: 3 clusters Score -39219.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -39220.191406 Penalty: 624.224976
	Iteration 22Q: 3 clusters Score -39220.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -39220.917969 Penalty: 624.224976
	Iteration 23Q: 3 clusters Score -39220.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -39220.917969 Penalty: 624.224976
	Iteration 24F: 3 clusters Score -39220.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9837.306641 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9837.307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9551.408203 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -9551.408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9652.910156 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9652.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9684.293945 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9684.294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9715.534180 Penalty: 510.794678
	Iteration 3Q: 3 clusters Score -9715.534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9728.555664 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9728.556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9734.024414 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9734.024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9738.668945 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9738.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9741.125977 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -9741.126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9743.636719 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -9743.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9745.089844 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -9745.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9745.437500 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -9745.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9745.437500 Penalty: 510.794678
	Iteration 11F: 3 clusters Score -9745.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6312.402344 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6312.402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6080.747070 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6080.747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6155.062988 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6155.063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6172.864746 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6172.865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6175.198242 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6175.198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6183.270508 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6183.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6183.270508 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -6183.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -172443.468750 Penalty: 371.420410
	Iteration 0F: 2 clusters Score -172443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -170026.781250 Penalty: 742.840820
	Iteration 0F: 3 clusters Score -170026.8 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -170836.453125 Penalty: 742.840820
	Iteration 1F: 3 clusters Score -170836.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -170920.640625 Penalty: 742.840820
	Iteration 2F: 3 clusters Score -170920.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -170993.406250 Penalty: 742.840820
	Iteration 3Q: 3 clusters Score -170993.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -171055.656250 Penalty: 742.840820
	Iteration 4Q: 3 clusters Score -171055.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -171103.921875 Penalty: 742.840820
	Iteration 5Q: 3 clusters Score -171103.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -171141.625000 Penalty: 742.840820
	Iteration 6Q: 3 clusters Score -171141.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -171170.218750 Penalty: 742.840820
	Iteration 7Q: 3 clusters Score -171170.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -171198.921875 Penalty: 742.840820
	Iteration 8Q: 3 clusters Score -171198.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -171233.281250 Penalty: 742.840820
	Iteration 9Q: 3 clusters Score -171233.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -171284.203125 Penalty: 742.840820
	Iteration 10Q: 3 clusters Score -171284.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -171355.625000 Penalty: 742.840820
	Iteration 11Q: 3 clusters Score -171355.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -171446.515625 Penalty: 742.840820
	Iteration 12Q: 3 clusters Score -171446.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -171518.953125 Penalty: 742.840820
	Iteration 13Q: 3 clusters Score -171519 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -171583.046875 Penalty: 742.840820
	Iteration 14Q: 3 clusters Score -171583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -171634.906250 Penalty: 742.840820
	Iteration 15Q: 3 clusters Score -171634.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -171667.328125 Penalty: 742.840820
	Iteration 16Q: 3 clusters Score -171667.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -171686.312500 Penalty: 742.840820
	Iteration 17Q: 3 clusters Score -171686.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -171703.203125 Penalty: 742.840820
	Iteration 18Q: 3 clusters Score -171703.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -171731.546875 Penalty: 742.840820
	Iteration 19Q: 3 clusters Score -171731.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -171764.000000 Penalty: 742.840820
	Iteration 20F: 3 clusters Score -171764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -171783.765625 Penalty: 742.840820
	Iteration 21Q: 3 clusters Score -171783.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -171805.406250 Penalty: 742.840820
	Iteration 22Q: 3 clusters Score -171805.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -171820.843750 Penalty: 742.840820
	Iteration 23Q: 3 clusters Score -171820.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -171839.437500 Penalty: 742.840820
	Iteration 24Q: 3 clusters Score -171839.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -171852.312500 Penalty: 742.840820
	Iteration 25Q: 3 clusters Score -171852.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -171860.843750 Penalty: 742.840820
	Iteration 26Q: 3 clusters Score -171860.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -171868.328125 Penalty: 742.840820
	Iteration 27Q: 3 clusters Score -171868.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -171878.718750 Penalty: 742.840820
	Iteration 28Q: 3 clusters Score -171878.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -171888.421875 Penalty: 742.840820
	Iteration 29Q: 3 clusters Score -171888.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -171901.968750 Penalty: 742.840820
	Iteration 30Q: 3 clusters Score -171902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -171915.796875 Penalty: 742.840820
	Iteration 31Q: 3 clusters Score -171915.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -171928.156250 Penalty: 742.840820
	Iteration 32Q: 3 clusters Score -171928.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -171939.000000 Penalty: 742.840820
	Iteration 33Q: 3 clusters Score -171939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -171950.093750 Penalty: 742.840820
	Iteration 34Q: 3 clusters Score -171950.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -171957.890625 Penalty: 742.840820
	Iteration 35Q: 3 clusters Score -171957.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -171963.859375 Penalty: 742.840820
	Iteration 36Q: 3 clusters Score -171963.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -171972.140625 Penalty: 742.840820
	Iteration 37Q: 3 clusters Score -171972.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -171978.703125 Penalty: 742.840820
	Iteration 38Q: 3 clusters Score -171978.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -171984.484375 Penalty: 742.840820
	Iteration 39Q: 3 clusters Score -171984.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -171989.234375 Penalty: 742.840820
	Iteration 40F: 3 clusters Score -171989.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -171992.250000 Penalty: 742.840820
	Iteration 41Q: 3 clusters Score -171992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -171993.968750 Penalty: 742.840820
	Iteration 42Q: 3 clusters Score -171994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -171996.828125 Penalty: 742.840820
	Iteration 43Q: 3 clusters Score -171996.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -172003.171875 Penalty: 742.840820
	Iteration 44Q: 3 clusters Score -172003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -172010.546875 Penalty: 742.840820
	Iteration 45Q: 3 clusters Score -172010.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -172016.781250 Penalty: 742.840820
	Iteration 46Q: 3 clusters Score -172016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -172021.687500 Penalty: 742.840820
	Iteration 47Q: 3 clusters Score -172021.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -172027.546875 Penalty: 742.840820
	Iteration 48Q: 3 clusters Score -172027.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -172033.296875 Penalty: 742.840820
	Iteration 49Q: 3 clusters Score -172033.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -172036.796875 Penalty: 742.840820
	Iteration 50Q: 3 clusters Score -172036.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -172039.171875 Penalty: 742.840820
	Iteration 51Q: 3 clusters Score -172039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -172041.781250 Penalty: 742.840820
	Iteration 52Q: 3 clusters Score -172041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -172045.484375 Penalty: 742.840820
	Iteration 53Q: 3 clusters Score -172045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172047.796875 Penalty: 742.840820
	Iteration 54Q: 3 clusters Score -172047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -172051.328125 Penalty: 742.840820
	Iteration 55Q: 3 clusters Score -172051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -172052.390625 Penalty: 742.840820
	Iteration 56Q: 3 clusters Score -172052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -172054.046875 Penalty: 742.840820
	Iteration 57Q: 3 clusters Score -172054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -172057.265625 Penalty: 742.840820
	Iteration 58Q: 3 clusters Score -172057.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -172059.406250 Penalty: 742.840820
	Iteration 59Q: 3 clusters Score -172059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -172060.750000 Penalty: 742.840820
	Iteration 60F: 3 clusters Score -172060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -172062.843750 Penalty: 742.840820
	Iteration 61Q: 3 clusters Score -172062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172065.234375 Penalty: 742.840820
	Iteration 62Q: 3 clusters Score -172065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172067.156250 Penalty: 742.840820
	Iteration 63Q: 3 clusters Score -172067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -172067.781250 Penalty: 742.840820
	Iteration 64Q: 3 clusters Score -172067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -172068.218750 Penalty: 742.840820
	Iteration 65Q: 3 clusters Score -172068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -172068.859375 Penalty: 742.840820
	Iteration 66Q: 3 clusters Score -172068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -172069.171875 Penalty: 742.840820
	Iteration 67Q: 3 clusters Score -172069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -172069.437500 Penalty: 742.840820
	Iteration 68Q: 3 clusters Score -172069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -172069.515625 Penalty: 742.840820
	Iteration 69Q: 3 clusters Score -172069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -172069.578125 Penalty: 742.840820
	Iteration 70Q: 3 clusters Score -172069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -172070.859375 Penalty: 742.840820
	Iteration 71Q: 3 clusters Score -172070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -172072.390625 Penalty: 742.840820
	Iteration 72Q: 3 clusters Score -172072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -172073.109375 Penalty: 742.840820
	Iteration 73Q: 3 clusters Score -172073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -172073.328125 Penalty: 742.840820
	Iteration 74Q: 3 clusters Score -172073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -172073.531250 Penalty: 742.840820
	Iteration 75Q: 3 clusters Score -172073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -172073.531250 Penalty: 742.840820
	Iteration 76F: 3 clusters Score -172073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -146581.062500 Penalty: 363.586639
	Iteration 0F: 2 clusters Score -146581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -144555.265625 Penalty: 727.173279
	Iteration 0F: 3 clusters Score -144555.3 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -145216.703125 Penalty: 727.173279
	Iteration 1F: 3 clusters Score -145216.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -145318.796875 Penalty: 727.173279
	Iteration 2F: 3 clusters Score -145318.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -145421.265625 Penalty: 727.173279
	Iteration 3F: 3 clusters Score -145421.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -145524.359375 Penalty: 727.173279
	Iteration 4F: 3 clusters Score -145524.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -145632.515625 Penalty: 727.173279
	Iteration 5F: 3 clusters Score -145632.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -145758.000000 Penalty: 727.173279
	Iteration 6F: 3 clusters Score -145758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -145877.078125 Penalty: 727.173279
	Iteration 7F: 3 clusters Score -145877.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -145953.265625 Penalty: 727.173279
	Iteration 8Q: 3 clusters Score -145953.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -146019.421875 Penalty: 727.173279
	Iteration 9Q: 3 clusters Score -146019.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -146058.390625 Penalty: 727.173279
	Iteration 10Q: 3 clusters Score -146058.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -146084.593750 Penalty: 727.173279
	Iteration 11Q: 3 clusters Score -146084.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -146108.250000 Penalty: 727.173279
	Iteration 12Q: 3 clusters Score -146108.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -146127.687500 Penalty: 727.173279
	Iteration 13Q: 3 clusters Score -146127.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -146147.421875 Penalty: 727.173279
	Iteration 14Q: 3 clusters Score -146147.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -146165.656250 Penalty: 727.173279
	Iteration 15Q: 3 clusters Score -146165.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -146174.687500 Penalty: 727.173279
	Iteration 16Q: 3 clusters Score -146174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -146180.984375 Penalty: 727.173279
	Iteration 17Q: 3 clusters Score -146181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146188.156250 Penalty: 727.173279
	Iteration 18Q: 3 clusters Score -146188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -146193.484375 Penalty: 727.173279
	Iteration 19Q: 3 clusters Score -146193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -146197.515625 Penalty: 727.173279
	Iteration 20F: 3 clusters Score -146197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -146201.515625 Penalty: 727.173279
	Iteration 21Q: 3 clusters Score -146201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -146204.531250 Penalty: 727.173279
	Iteration 22Q: 3 clusters Score -146204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -146208.078125 Penalty: 727.173279
	Iteration 23Q: 3 clusters Score -146208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -146209.953125 Penalty: 727.173279
	Iteration 24Q: 3 clusters Score -146210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -146214.781250 Penalty: 727.173279
	Iteration 25Q: 3 clusters Score -146214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -146220.250000 Penalty: 727.173279
	Iteration 26Q: 3 clusters Score -146220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146225.875000 Penalty: 727.173279
	Iteration 27Q: 3 clusters Score -146225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -146230.937500 Penalty: 727.173279
	Iteration 28Q: 3 clusters Score -146230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -146233.609375 Penalty: 727.173279
	Iteration 29Q: 3 clusters Score -146233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -146237.671875 Penalty: 727.173279
	Iteration 30Q: 3 clusters Score -146237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -146242.671875 Penalty: 727.173279
	Iteration 31Q: 3 clusters Score -146242.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -146246.890625 Penalty: 727.173279
	Iteration 32Q: 3 clusters Score -146246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -146249.046875 Penalty: 727.173279
	Iteration 33Q: 3 clusters Score -146249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146249.937500 Penalty: 727.173279
	Iteration 34Q: 3 clusters Score -146249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -146250.406250 Penalty: 727.173279
	Iteration 35Q: 3 clusters Score -146250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -146251.328125 Penalty: 727.173279
	Iteration 36Q: 3 clusters Score -146251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -146253.687500 Penalty: 727.173279
	Iteration 37Q: 3 clusters Score -146253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -146255.937500 Penalty: 727.173279
	Iteration 38Q: 3 clusters Score -146255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -146259.312500 Penalty: 727.173279
	Iteration 39Q: 3 clusters Score -146259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -146263.531250 Penalty: 727.173279
	Iteration 40F: 3 clusters Score -146263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -146264.640625 Penalty: 727.173279
	Iteration 41Q: 3 clusters Score -146264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -146265.625000 Penalty: 727.173279
	Iteration 42Q: 3 clusters Score -146265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146266.203125 Penalty: 727.173279
	Iteration 43Q: 3 clusters Score -146266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146266.203125 Penalty: 727.173279
	Iteration 44F: 3 clusters Score -146266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -333762.437500 Penalty: 401.709808
	Iteration 0F: 2 clusters Score -333762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -329139.343750 Penalty: 803.419617
	Iteration 0F: 3 clusters Score -329139.3 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -331025.281250 Penalty: 803.419617
	Iteration 1F: 3 clusters Score -331025.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -331280.500000 Penalty: 803.419617
	Iteration 2F: 3 clusters Score -331280.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -331579.937500 Penalty: 803.419617
	Iteration 3F: 3 clusters Score -331579.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -331934.437500 Penalty: 803.419617
	Iteration 4F: 3 clusters Score -331934.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -332298.281250 Penalty: 803.419617
	Iteration 5F: 3 clusters Score -332298.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -332571.718750 Penalty: 803.419617
	Iteration 6F: 3 clusters Score -332571.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -332724.687500 Penalty: 803.419617
	Iteration 7Q: 3 clusters Score -332724.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -332839.625000 Penalty: 803.419617
	Iteration 8Q: 3 clusters Score -332839.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -332944.500000 Penalty: 803.419617
	Iteration 9Q: 3 clusters Score -332944.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -333033.625000 Penalty: 803.419617
	Iteration 10Q: 3 clusters Score -333033.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -333118.687500 Penalty: 803.419617
	Iteration 11Q: 3 clusters Score -333118.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -333188.875000 Penalty: 803.419617
	Iteration 12Q: 3 clusters Score -333188.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -333249.531250 Penalty: 803.419617
	Iteration 13Q: 3 clusters Score -333249.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -333285.093750 Penalty: 803.419617
	Iteration 14Q: 3 clusters Score -333285.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -333304.500000 Penalty: 803.419617
	Iteration 15Q: 3 clusters Score -333304.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -333318.812500 Penalty: 803.419617
	Iteration 16Q: 3 clusters Score -333318.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -333328.625000 Penalty: 803.419617
	Iteration 17Q: 3 clusters Score -333328.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -333338.437500 Penalty: 803.419617
	Iteration 18Q: 3 clusters Score -333338.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -333349.375000 Penalty: 803.419617
	Iteration 19Q: 3 clusters Score -333349.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -333359.125000 Penalty: 803.419617
	Iteration 20F: 3 clusters Score -333359.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -333367.843750 Penalty: 803.419617
	Iteration 21Q: 3 clusters Score -333367.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -333377.718750 Penalty: 803.419617
	Iteration 22Q: 3 clusters Score -333377.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -333387.937500 Penalty: 803.419617
	Iteration 23Q: 3 clusters Score -333387.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -333396.562500 Penalty: 803.419617
	Iteration 24Q: 3 clusters Score -333396.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -333406.500000 Penalty: 803.419617
	Iteration 25Q: 3 clusters Score -333406.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -333412.906250 Penalty: 803.419617
	Iteration 26Q: 3 clusters Score -333412.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -333415.875000 Penalty: 803.419617
	Iteration 27Q: 3 clusters Score -333415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -333416.750000 Penalty: 803.419617
	Iteration 28Q: 3 clusters Score -333416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -333418.218750 Penalty: 803.419617
	Iteration 29Q: 3 clusters Score -333418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -333422.187500 Penalty: 803.419617
	Iteration 30Q: 3 clusters Score -333422.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -333423.843750 Penalty: 803.419617
	Iteration 31Q: 3 clusters Score -333423.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -333425.687500 Penalty: 803.419617
	Iteration 32Q: 3 clusters Score -333425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -333427.000000 Penalty: 803.419617
	Iteration 33Q: 3 clusters Score -333427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -333427.812500 Penalty: 803.419617
	Iteration 34Q: 3 clusters Score -333427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -333428.093750 Penalty: 803.419617
	Iteration 35Q: 3 clusters Score -333428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -333428.406250 Penalty: 803.419617
	Iteration 36Q: 3 clusters Score -333428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -333429.406250 Penalty: 803.419617
	Iteration 37Q: 3 clusters Score -333429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -333429.531250 Penalty: 803.419617
	Iteration 38Q: 3 clusters Score -333429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -333430.250000 Penalty: 803.419617
	Iteration 39Q: 3 clusters Score -333430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -333430.250000 Penalty: 803.419617
	Iteration 40F: 3 clusters Score -333430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -333430.593750 Penalty: 803.419617
	Iteration 41Q: 3 clusters Score -333430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -333430.562500 Penalty: 803.419617
	Iteration 42Q: 3 clusters Score -333430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -333430.250000 Penalty: 803.419617
	Iteration 43Q: 3 clusters Score -333430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -333430.062500 Penalty: 803.419617
	Iteration 44Q: 3 clusters Score -333430.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -333430.062500 Penalty: 803.419617
	Iteration 45F: 3 clusters Score -333430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -10523.834961 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -10523.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10186.000977 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -10186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10252.757812 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -10252.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10269.999023 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -10270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10275.978516 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -10275.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10278.054688 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -10278.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10279.305664 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -10279.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10282.862305 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -10282.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10283.976562 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -10283.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10284.474609 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -10284.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10285.145508 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -10285.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10285.145508 Penalty: 503.897430
	Iteration 10F: 3 clusters Score -10285.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75612 members 
Entering Unmasked Estep 
Score: -3624051.500000 Penalty: 511.118317
	Iteration 0F: 2 clusters Score -3624052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3573074.750000 Penalty: 1022.236633
	Iteration 0F: 3 clusters Score -3573075 nChanged 36938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -3598065.000000 Penalty: 1022.236633
	Iteration 1F: 3 clusters Score -3598065 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3601472.000000 Penalty: 1022.236633
	Iteration 2F: 3 clusters Score -3601472 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3605480.250000 Penalty: 1022.236633
	Iteration 3F: 3 clusters Score -3605480 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3609558.250000 Penalty: 1022.236633
	Iteration 4F: 3 clusters Score -3609558 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -3612858.500000 Penalty: 1022.236633
	Iteration 5F: 3 clusters Score -3612858 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3614787.000000 Penalty: 1022.236633
	Iteration 6Q: 3 clusters Score -3614787 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3615604.250000 Penalty: 1022.236633
	Iteration 7Q: 3 clusters Score -3615604 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3616127.750000 Penalty: 1022.236633
	Iteration 8Q: 3 clusters Score -3616128 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3616616.250000 Penalty: 1022.236633
	Iteration 9Q: 3 clusters Score -3616616 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3617147.500000 Penalty: 1022.236633
	Iteration 10Q: 3 clusters Score -3617148 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3617702.500000 Penalty: 1022.236633
	Iteration 11Q: 3 clusters Score -3617702 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3618261.250000 Penalty: 1022.236633
	Iteration 12Q: 3 clusters Score -3618261 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3618834.500000 Penalty: 1022.236633
	Iteration 13Q: 3 clusters Score -3618834 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3619346.750000 Penalty: 1022.236633
	Iteration 14Q: 3 clusters Score -3619347 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3619770.500000 Penalty: 1022.236633
	Iteration 15Q: 3 clusters Score -3619770 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3620117.000000 Penalty: 1022.236633
	Iteration 16Q: 3 clusters Score -3620117 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3620428.500000 Penalty: 1022.236633
	Iteration 17Q: 3 clusters Score -3620428 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3620682.250000 Penalty: 1022.236633
	Iteration 18Q: 3 clusters Score -3620682 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3620887.250000 Penalty: 1022.236633
	Iteration 19Q: 3 clusters Score -3620887 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3621099.500000 Penalty: 1022.236633
	Iteration 20F: 3 clusters Score -3621100 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3621276.500000 Penalty: 1022.236633
	Iteration 21Q: 3 clusters Score -3621276 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3621442.500000 Penalty: 1022.236633
	Iteration 22Q: 3 clusters Score -3621442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3621599.000000 Penalty: 1022.236633
	Iteration 23Q: 3 clusters Score -3621599 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3621729.250000 Penalty: 1022.236633
	Iteration 24Q: 3 clusters Score -3621729 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3621817.500000 Penalty: 1022.236633
	Iteration 25Q: 3 clusters Score -3621818 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3621914.750000 Penalty: 1022.236633
	Iteration 26Q: 3 clusters Score -3621915 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3622031.250000 Penalty: 1022.236633
	Iteration 27Q: 3 clusters Score -3622031 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71048 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3622135.000000 Penalty: 1022.236633
	Iteration 28Q: 3 clusters Score -3622135 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3622240.000000 Penalty: 1022.236633
	Iteration 29Q: 3 clusters Score -3622240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3622339.000000 Penalty: 1022.236633
	Iteration 30Q: 3 clusters Score -3622339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3622447.500000 Penalty: 1022.236633
	Iteration 31Q: 3 clusters Score -3622448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3622520.250000 Penalty: 1022.236633
	Iteration 32Q: 3 clusters Score -3622520 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3622608.250000 Penalty: 1022.236633
	Iteration 33Q: 3 clusters Score -3622608 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3622679.750000 Penalty: 1022.236633
	Iteration 34Q: 3 clusters Score -3622680 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3622758.250000 Penalty: 1022.236633
	Iteration 35Q: 3 clusters Score -3622758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3622835.500000 Penalty: 1022.236633
	Iteration 36Q: 3 clusters Score -3622836 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3622923.750000 Penalty: 1022.236633
	Iteration 37Q: 3 clusters Score -3622924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3623014.500000 Penalty: 1022.236633
	Iteration 38Q: 3 clusters Score -3623014 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3623101.500000 Penalty: 1022.236633
	Iteration 39Q: 3 clusters Score -3623102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3623163.500000 Penalty: 1022.236633
	Iteration 40F: 3 clusters Score -3623164 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3623269.000000 Penalty: 1022.236633
	Iteration 41Q: 3 clusters Score -3623269 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3623336.500000 Penalty: 1022.236633
	Iteration 42Q: 3 clusters Score -3623336 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3623399.000000 Penalty: 1022.236633
	Iteration 43Q: 3 clusters Score -3623399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3623442.750000 Penalty: 1022.236633
	Iteration 44Q: 3 clusters Score -3623443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3623483.000000 Penalty: 1022.236633
	Iteration 45Q: 3 clusters Score -3623483 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3623514.250000 Penalty: 1022.236633
	Iteration 46Q: 3 clusters Score -3623514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3623531.750000 Penalty: 1022.236633
	Iteration 47Q: 3 clusters Score -3623532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3623548.500000 Penalty: 1022.236633
	Iteration 48Q: 3 clusters Score -3623548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3623567.750000 Penalty: 1022.236633
	Iteration 49Q: 3 clusters Score -3623568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3623581.500000 Penalty: 1022.236633
	Iteration 50Q: 3 clusters Score -3623582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3623592.750000 Penalty: 1022.236633
	Iteration 51Q: 3 clusters Score -3623593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3623608.500000 Penalty: 1022.236633
	Iteration 52Q: 3 clusters Score -3623608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3623613.000000 Penalty: 1022.236633
	Iteration 53Q: 3 clusters Score -3623613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3623615.000000 Penalty: 1022.236633
	Iteration 54Q: 3 clusters Score -3623615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3623627.000000 Penalty: 1022.236633
	Iteration 55Q: 3 clusters Score -3623627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3623626.250000 Penalty: 1022.236633
	Iteration 56Q: 3 clusters Score -3623626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3623629.250000 Penalty: 1022.236633
	Iteration 57Q: 3 clusters Score -3623629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3623632.500000 Penalty: 1022.236633
	Iteration 58Q: 3 clusters Score -3623632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3623633.750000 Penalty: 1022.236633
	Iteration 59Q: 3 clusters Score -3623634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3623635.750000 Penalty: 1022.236633
	Iteration 60F: 3 clusters Score -3623636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3623631.750000 Penalty: 1022.236633
	Iteration 61Q: 3 clusters Score -3623632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75313 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3623639.250000 Penalty: 1022.236633
	Iteration 62Q: 3 clusters Score -3623639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3623644.000000 Penalty: 1022.236633
	Iteration 63Q: 3 clusters Score -3623644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3623643.750000 Penalty: 1022.236633
	Iteration 64Q: 3 clusters Score -3623644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3623652.750000 Penalty: 1022.236633
	Iteration 65Q: 3 clusters Score -3623653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3623661.000000 Penalty: 1022.236633
	Iteration 66Q: 3 clusters Score -3623661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3623665.500000 Penalty: 1022.236633
	Iteration 67Q: 3 clusters Score -3623666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3623668.000000 Penalty: 1022.236633
	Iteration 68Q: 3 clusters Score -3623668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3623670.500000 Penalty: 1022.236633
	Iteration 69Q: 3 clusters Score -3623670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3623668.500000 Penalty: 1022.236633
	Iteration 70Q: 3 clusters Score -3623668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3623673.000000 Penalty: 1022.236633
	Iteration 71Q: 3 clusters Score -3623673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3623674.250000 Penalty: 1022.236633
	Iteration 72Q: 3 clusters Score -3623674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3623673.750000 Penalty: 1022.236633
	Iteration 73Q: 3 clusters Score -3623674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3623675.000000 Penalty: 1022.236633
	Iteration 74Q: 3 clusters Score -3623675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3623678.750000 Penalty: 1022.236633
	Iteration 75Q: 3 clusters Score -3623679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3623678.750000 Penalty: 1022.236633
	Iteration 76Q: 3 clusters Score -3623679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3623679.000000 Penalty: 1022.236633
	Iteration 77Q: 3 clusters Score -3623679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3623682.250000 Penalty: 1022.236633
	Iteration 78Q: 3 clusters Score -3623682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3623683.250000 Penalty: 1022.236633
	Iteration 79Q: 3 clusters Score -3623683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3623682.250000 Penalty: 1022.236633
	Iteration 80F: 3 clusters Score -3623682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3623683.750000 Penalty: 1022.236633
	Iteration 81Q: 3 clusters Score -3623684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3623684.250000 Penalty: 1022.236633
	Iteration 82Q: 3 clusters Score -3623684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3623689.000000 Penalty: 1022.236633
	Iteration 83Q: 3 clusters Score -3623689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3623690.750000 Penalty: 1022.236633
	Iteration 84Q: 3 clusters Score -3623691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3623692.000000 Penalty: 1022.236633
	Iteration 85Q: 3 clusters Score -3623692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3623695.750000 Penalty: 1022.236633
	Iteration 86Q: 3 clusters Score -3623696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3623698.500000 Penalty: 1022.236633
	Iteration 87Q: 3 clusters Score -3623698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3623701.750000 Penalty: 1022.236633
	Iteration 88Q: 3 clusters Score -3623702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75390 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3623701.500000 Penalty: 1022.236633
	Iteration 89Q: 3 clusters Score -3623702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3623700.500000 Penalty: 1022.236633
	Iteration 90Q: 3 clusters Score -3623700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3623703.000000 Penalty: 1022.236633
	Iteration 91Q: 3 clusters Score -3623703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3623703.000000 Penalty: 1022.236633
	Iteration 92F: 3 clusters Score -3623703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -108676.117188 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -108676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -107008.304688 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -107008.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -107564.437500 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -107564.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -107618.351562 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -107618.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -107661.781250 Penalty: 704.003967
	Iteration 3Q: 3 clusters Score -107661.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107710.757812 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -107710.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107748.914062 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -107748.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -107782.781250 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -107782.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -107831.695312 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -107831.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -107875.000000 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -107875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107929.828125 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -107929.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107995.710938 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -107995.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108069.289062 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -108069.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108138.359375 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -108138.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -108198.312500 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -108198.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -108249.859375 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -108249.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -108283.984375 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -108284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -108303.757812 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -108303.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -108318.710938 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -108318.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -108330.570312 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -108330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -108336.562500 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -108336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -108340.781250 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -108340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -108346.875000 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -108346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -108352.546875 Penalty: 704.003967
	Iteration 22Q: 3 clusters Score -108352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -108352.617188 Penalty: 704.003967
	Iteration 23Q: 3 clusters Score -108352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -108352.617188 Penalty: 704.003967
	Iteration 24F: 3 clusters Score -108352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19597.781250 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19597.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19155.134766 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -19155.13 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19257.826172 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19257.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19290.830078 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19290.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19316.912109 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -19316.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19330.939453 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -19330.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19340.431641 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19340.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19348.951172 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19348.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19359.207031 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19359.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19368.410156 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19368.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19379.023438 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -19379.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19389.087891 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -19389.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19390.587891 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -19390.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19390.587891 Penalty: 554.103088
	Iteration 12F: 3 clusters Score -19390.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -243092.328125 Penalty: 391.286102
	Iteration 0F: 2 clusters Score -243092.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -239480.562500 Penalty: 782.572205
	Iteration 0F: 3 clusters Score -239480.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -241044.140625 Penalty: 782.572205
	Iteration 1F: 3 clusters Score -241044.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -241381.500000 Penalty: 782.572205
	Iteration 2F: 3 clusters Score -241381.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -241712.843750 Penalty: 782.572205
	Iteration 3F: 3 clusters Score -241712.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242009.265625 Penalty: 782.572205
	Iteration 4F: 3 clusters Score -242009.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242247.640625 Penalty: 782.572205
	Iteration 5F: 3 clusters Score -242247.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -242415.718750 Penalty: 782.572205
	Iteration 6Q: 3 clusters Score -242415.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -242512.609375 Penalty: 782.572205
	Iteration 7Q: 3 clusters Score -242512.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -242566.328125 Penalty: 782.572205
	Iteration 8Q: 3 clusters Score -242566.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -242599.671875 Penalty: 782.572205
	Iteration 9Q: 3 clusters Score -242599.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -242617.750000 Penalty: 782.572205
	Iteration 10Q: 3 clusters Score -242617.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -242633.171875 Penalty: 782.572205
	Iteration 11Q: 3 clusters Score -242633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -242641.031250 Penalty: 782.572205
	Iteration 12Q: 3 clusters Score -242641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -242652.546875 Penalty: 782.572205
	Iteration 13Q: 3 clusters Score -242652.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -242662.296875 Penalty: 782.572205
	Iteration 14Q: 3 clusters Score -242662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -242673.250000 Penalty: 782.572205
	Iteration 15Q: 3 clusters Score -242673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -242681.046875 Penalty: 782.572205
	Iteration 16Q: 3 clusters Score -242681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -242685.375000 Penalty: 782.572205
	Iteration 17Q: 3 clusters Score -242685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -242688.281250 Penalty: 782.572205
	Iteration 18Q: 3 clusters Score -242688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -242691.828125 Penalty: 782.572205
	Iteration 19Q: 3 clusters Score -242691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -242697.468750 Penalty: 782.572205
	Iteration 20F: 3 clusters Score -242697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -242702.375000 Penalty: 782.572205
	Iteration 21Q: 3 clusters Score -242702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -242704.218750 Penalty: 782.572205
	Iteration 22Q: 3 clusters Score -242704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -242706.906250 Penalty: 782.572205
	Iteration 23Q: 3 clusters Score -242706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -242711.468750 Penalty: 782.572205
	Iteration 24Q: 3 clusters Score -242711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -242716.218750 Penalty: 782.572205
	Iteration 25Q: 3 clusters Score -242716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -242721.375000 Penalty: 782.572205
	Iteration 26Q: 3 clusters Score -242721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -242726.921875 Penalty: 782.572205
	Iteration 27Q: 3 clusters Score -242726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -242730.031250 Penalty: 782.572205
	Iteration 28Q: 3 clusters Score -242730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -242732.421875 Penalty: 782.572205
	Iteration 29Q: 3 clusters Score -242732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -242734.687500 Penalty: 782.572205
	Iteration 30Q: 3 clusters Score -242734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -242737.687500 Penalty: 782.572205
	Iteration 31Q: 3 clusters Score -242737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -242740.750000 Penalty: 782.572205
	Iteration 32Q: 3 clusters Score -242740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -242741.953125 Penalty: 782.572205
	Iteration 33Q: 3 clusters Score -242742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -242743.046875 Penalty: 782.572205
	Iteration 34Q: 3 clusters Score -242743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -242744.640625 Penalty: 782.572205
	Iteration 35Q: 3 clusters Score -242744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -242745.031250 Penalty: 782.572205
	Iteration 36Q: 3 clusters Score -242745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -242745.031250 Penalty: 782.572205
	Iteration 37F: 3 clusters Score -242745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -9491.340820 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -9491.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9193.665039 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9193.665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9245.143555 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -9245.144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9255.841797 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -9255.842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9261.085938 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -9261.086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9266.561523 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -9266.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9267.237305 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -9267.237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9273.625000 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -9273.625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9276.268555 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -9276.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9276.268555 Penalty: 486.152405
	Iteration 8F: 3 clusters Score -9276.269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Entering Unmasked Estep 
Score: -1934.695435 Penalty: 183.153488
	Iteration 0F: 2 clusters Score -1934.695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1784.740723 Penalty: 366.306976
	Iteration 0F: 3 clusters Score -1784.741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1801.601440 Penalty: 366.306976
	Iteration 1F: 3 clusters Score -1801.601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -30357.326172 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -30357.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29702.449219 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -29702.45 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29926.988281 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -29926.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29991.787109 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -29991.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -30022.410156 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -30022.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30046.957031 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -30046.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30065.078125 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -30065.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30079.669922 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -30079.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30092.222656 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -30092.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30100.623047 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -30100.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30104.521484 Penalty: 599.717407
	Iteration 9Q: 3 clusters Score -30104.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30105.314453 Penalty: 599.717407
	Iteration 10Q: 3 clusters Score -30105.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30106.996094 Penalty: 599.717407
	Iteration 11Q: 3 clusters Score -30107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30107.638672 Penalty: 599.717407
	Iteration 12Q: 3 clusters Score -30107.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30108.251953 Penalty: 599.717407
	Iteration 13Q: 3 clusters Score -30108.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30108.453125 Penalty: 599.717407
	Iteration 14Q: 3 clusters Score -30108.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30109.417969 Penalty: 599.717407
	Iteration 15Q: 3 clusters Score -30109.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30110.820312 Penalty: 599.717407
	Iteration 16Q: 3 clusters Score -30110.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30112.949219 Penalty: 599.717407
	Iteration 17Q: 3 clusters Score -30112.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30114.978516 Penalty: 599.717407
	Iteration 18Q: 3 clusters Score -30114.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30116.189453 Penalty: 599.717407
	Iteration 19Q: 3 clusters Score -30116.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30117.160156 Penalty: 599.717407
	Iteration 20F: 3 clusters Score -30117.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30120.478516 Penalty: 599.717407
	Iteration 21Q: 3 clusters Score -30120.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30122.916016 Penalty: 599.717407
	Iteration 22Q: 3 clusters Score -30122.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30127.880859 Penalty: 599.717407
	Iteration 23Q: 3 clusters Score -30127.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30129.732422 Penalty: 599.717407
	Iteration 24Q: 3 clusters Score -30129.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30130.792969 Penalty: 599.717407
	Iteration 25Q: 3 clusters Score -30130.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30131.541016 Penalty: 599.717407
	Iteration 26Q: 3 clusters Score -30131.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30131.541016 Penalty: 599.717407
	Iteration 27F: 3 clusters Score -30131.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -8507.133789 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -8507.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8226.738281 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -8226.738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8288.426758 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -8288.427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8302.747070 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -8302.747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8307.458984 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -8307.459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8308.663086 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -8308.663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8308.663086 Penalty: 478.432068
	Iteration 5F: 3 clusters Score -8308.663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -113929.882812 Penalty: 355.389496
	Iteration 0F: 2 clusters Score -113929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -112203.851562 Penalty: 710.778992
	Iteration 0F: 3 clusters Score -112203.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112770.742188 Penalty: 710.778992
	Iteration 1F: 3 clusters Score -112770.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -112897.085938 Penalty: 710.778992
	Iteration 2F: 3 clusters Score -112897.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -113008.835938 Penalty: 710.778992
	Iteration 3F: 3 clusters Score -113008.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -113123.117188 Penalty: 710.778992
	Iteration 4F: 3 clusters Score -113123.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -113251.187500 Penalty: 710.778992
	Iteration 5F: 3 clusters Score -113251.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -113354.578125 Penalty: 710.778992
	Iteration 6F: 3 clusters Score -113354.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -113439.812500 Penalty: 710.778992
	Iteration 7Q: 3 clusters Score -113439.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -113492.554688 Penalty: 710.778992
	Iteration 8Q: 3 clusters Score -113492.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -113528.039062 Penalty: 710.778992
	Iteration 9Q: 3 clusters Score -113528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -113554.960938 Penalty: 710.778992
	Iteration 10Q: 3 clusters Score -113555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -113569.320312 Penalty: 710.778992
	Iteration 11Q: 3 clusters Score -113569.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -113575.796875 Penalty: 710.778992
	Iteration 12Q: 3 clusters Score -113575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -113579.960938 Penalty: 710.778992
	Iteration 13Q: 3 clusters Score -113580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -113581.312500 Penalty: 710.778992
	Iteration 14Q: 3 clusters Score -113581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -113581.640625 Penalty: 710.778992
	Iteration 15Q: 3 clusters Score -113581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -113582.804688 Penalty: 710.778992
	Iteration 16Q: 3 clusters Score -113582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -113583.664062 Penalty: 710.778992
	Iteration 17Q: 3 clusters Score -113583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -113584.507812 Penalty: 710.778992
	Iteration 18Q: 3 clusters Score -113584.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -113585.601562 Penalty: 710.778992
	Iteration 19Q: 3 clusters Score -113585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -113585.562500 Penalty: 710.778992
	Iteration 20F: 3 clusters Score -113585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -113585.609375 Penalty: 710.778992
	Iteration 21Q: 3 clusters Score -113585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -113585.921875 Penalty: 710.778992
	Iteration 22Q: 3 clusters Score -113585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -113586.031250 Penalty: 710.778992
	Iteration 23Q: 3 clusters Score -113586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113586.296875 Penalty: 710.778992
	Iteration 24Q: 3 clusters Score -113586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113586.648438 Penalty: 710.778992
	Iteration 25Q: 3 clusters Score -113586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -113586.789062 Penalty: 710.778992
	Iteration 26Q: 3 clusters Score -113586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -113586.953125 Penalty: 710.778992
	Iteration 27Q: 3 clusters Score -113587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -113586.953125 Penalty: 710.778992
	Iteration 28F: 3 clusters Score -113587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 172548 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33371 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31799 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103687 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75612 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 479Q: 28 clusters Score -2.323574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33376 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 103691 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75610 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235748.000000 Penalty: 16169.891602
Iteration 480F: 28 clusters Score -2.323575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 172514 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33382 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31792 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75608 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235746.000000 Penalty: 16169.891602
Iteration 481Q: 28 clusters Score -2.323575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 172492 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33384 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31791 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103700 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75604 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 16169.891602
Iteration 482Q: 28 clusters Score -2.323577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 172476 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33385 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31791 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103702 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75604 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235774.000000 Penalty: 16169.891602
Iteration 483Q: 28 clusters Score -2.323577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 172464 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33389 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103699 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75603 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235792.000000 Penalty: 16169.891602
Iteration 484Q: 28 clusters Score -2.323579e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 172457 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33389 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31789 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103697 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235800.000000 Penalty: 16169.891602
Iteration 485Q: 28 clusters Score -2.32358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 172452 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33392 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103693 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75598 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235814.000000 Penalty: 16169.891602
Iteration 486Q: 28 clusters Score -2.323581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 172445 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33393 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103693 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235804.000000 Penalty: 16169.891602
Iteration 487Q: 28 clusters Score -2.32358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 172440 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33393 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235784.000000 Penalty: 16169.891602
Iteration 488Q: 28 clusters Score -2.323578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 172436 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33395 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75599 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235776.000000 Penalty: 16169.891602
Iteration 489Q: 28 clusters Score -2.323578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 172434 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33396 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75599 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235798.000000 Penalty: 16169.891602
Iteration 490Q: 28 clusters Score -2.32358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 172429 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33398 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31787 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103694 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75600 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235792.000000 Penalty: 16169.891602
Iteration 491Q: 28 clusters Score -2.323579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 172428 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33399 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103693 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75599 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235794.000000 Penalty: 16169.891602
Iteration 492Q: 28 clusters Score -2.323579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 172428 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33401 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103692 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75599 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235806.000000 Penalty: 16169.891602
Iteration 493Q: 28 clusters Score -2.323581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 172426 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31782 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103691 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75598 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235812.000000 Penalty: 16169.891602
Iteration 494Q: 28 clusters Score -2.323581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 172423 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33402 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31781 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103693 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75596 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235786.000000 Penalty: 16169.891602
Iteration 495Q: 28 clusters Score -2.323579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 172420 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33401 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31780 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103691 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75595 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235788.000000 Penalty: 16169.891602
Iteration 496Q: 28 clusters Score -2.323579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 172418 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33402 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31778 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103690 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75592 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235796.000000 Penalty: 16169.891602
Iteration 497Q: 28 clusters Score -2.32358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 172414 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33405 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31777 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103688 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75591 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235822.000000 Penalty: 16169.891602
Iteration 498Q: 28 clusters Score -2.323582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 172407 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33410 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31776 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103688 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75589 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235824.000000 Penalty: 16169.891602
Iteration 499Q: 28 clusters Score -2.323582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 172400 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 33412 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 4118 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 31776 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 103689 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 274 members 
Mstep: Class 14 contains 147 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 75584 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 5430 members 
Mstep: Class 23 contains 209 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235812.000000 Penalty: 16169.891602
Iteration 500F: 28 clusters Score -2.323581e+07 nChanged 12
Maximum iterations exceeded
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69764456.000000 Penalty: 17519.539062
21->28 Clusters: Score -69764456.000000, best is -69791832.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24734 members 
Mstep: Class 3 contains 24788 members 
Mstep: Class 4 contains 24883 members 
Mstep: Class 5 contains 24904 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 24941 members 
Mstep: Class 8 contains 24818 members 
Mstep: Class 9 contains 24851 members 
Mstep: Class 10 contains 25098 members 
Mstep: Class 11 contains 24755 members 
Mstep: Class 12 contains 24704 members 
Mstep: Class 13 contains 24666 members 
Mstep: Class 14 contains 25014 members 
Mstep: Class 15 contains 24672 members 
Mstep: Class 16 contains 24669 members 
Mstep: Class 17 contains 24746 members 
Mstep: Class 18 contains 24550 members 
Mstep: Class 19 contains 24656 members 
Mstep: Class 20 contains 24987 members 
Mstep: Class 21 contains 24620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2.091129 but Gain 598.884766
Score: -20017616.000000 Penalty: 11977.697266
Iteration 0F: 21 clusters Score -2.001762e+07 nChanged 494864
Entering Unmasked Mstep 
Mstep: Class 0 contains 2892 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 29968 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 40223 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 323 members 
Mstep: Class 12 contains 11137 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 294026 members 
Mstep: Class 15 contains 451 members 
Mstep: Class 16 contains 40972 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 557 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 31482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 28.795528 but Gain 598.884766
Score: -22654532.000000 Penalty: 11378.812500
Iteration 1F: 20 clusters Score -2.265453e+07 nChanged 128347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2217 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 21937 members 
Mstep: Class 4 contains 21708 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 26674 members 
Mstep: Class 7 contains 668 members 
Mstep: Class 8 contains 13006 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 138 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 14 contains 331909 members 
Mstep: Class 15 contains 258 members 
Mstep: Class 16 contains 46151 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 91 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 25332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 55.766582 but Gain 598.884766
Score: -22799148.000000 Penalty: 10779.927734
Iteration 2F: 19 clusters Score -2.279915e+07 nChanged 76293
Entering Unmasked Mstep 
Mstep: Class 0 contains 651 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 38451 members 
Mstep: Class 4 contains 18167 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 20393 members 
Mstep: Class 7 contains 1199 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 110 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 14 contains 322406 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 59123 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 54 members 
Mstep: Class 20 contains 97 members 
Mstep: Class 21 contains 28077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 208.230545 but Gain 598.884766
Score: -22933040.000000 Penalty: 10181.042969
Iteration 3F: 18 clusters Score -2.293304e+07 nChanged 62041
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 56868 members 
Mstep: Class 4 contains 15205 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 14623 members 
Mstep: Class 7 contains 1636 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 120 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 14 contains 299589 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 70732 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 108 members 
Mstep: Class 21 contains 35497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 581.304321 but Gain 598.884766
Score: -23023882.000000 Penalty: 9582.158203
Iteration 4F: 17 clusters Score -2.302388e+07 nChanged 46928
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 71238 members 
Mstep: Class 4 contains 11864 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 12 contains 6150 members 
Mstep: Class 14 contains 280911 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 77807 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 281 members 
Mstep: Class 21 contains 42563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23084332.000000 Penalty: 9582.158203
Iteration 5F: 17 clusters Score -2.308433e+07 nChanged 34262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 80761 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 14 contains 268896 members 
Mstep: Class 15 contains 621 members 
Mstep: Class 16 contains 80881 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 664 members 
Mstep: Class 21 contains 48005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23116560.000000 Penalty: 9582.158203
Iteration 6F: 17 clusters Score -2.311656e+07 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 87351 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 1192 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 12 contains 5642 members 
Mstep: Class 14 contains 259259 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 82024 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 21 contains 52905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23133930.000000 Penalty: 9582.158203
Iteration 7Q: 17 clusters Score -2.313393e+07 nChanged 21224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 92009 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 14 contains 250135 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 82450 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 1321 members 
Mstep: Class 21 contains 57929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23145520.000000 Penalty: 9582.158203
Iteration 8Q: 17 clusters Score -2.314552e+07 nChanged 17864
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 95250 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 1745 members 
Mstep: Class 8 contains 10546 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 12 contains 5277 members 
Mstep: Class 14 contains 241300 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 82617 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 1537 members 
Mstep: Class 21 contains 63134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23153800.000000 Penalty: 9582.158203
Iteration 9Q: 17 clusters Score -2.31538e+07 nChanged 15784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 97505 members 
Mstep: Class 4 contains 2954 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 11646 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 12 contains 5339 members 
Mstep: Class 14 contains 232532 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 82697 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 21 contains 68624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160422.000000 Penalty: 9582.158203
Iteration 10Q: 17 clusters Score -2.316042e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 99098 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 2161 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 1744 members 
Mstep: Class 8 contains 12677 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 14 contains 223921 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 16 contains 82756 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 21 contains 74309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23165302.000000 Penalty: 9582.158203
Iteration 11Q: 17 clusters Score -2.31653e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 100183 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 13663 members 
Mstep: Class 9 contains 4962 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 14 contains 215575 members 
Mstep: Class 15 contains 1058 members 
Mstep: Class 16 contains 82749 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 21 contains 80093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23169606.000000 Penalty: 9582.158203
Iteration 12Q: 17 clusters Score -2.316961e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 100970 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 1748 members 
Mstep: Class 8 contains 14616 members 
Mstep: Class 9 contains 5214 members 
Mstep: Class 12 contains 5956 members 
Mstep: Class 14 contains 207273 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 82633 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 21 contains 86194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23174232.000000 Penalty: 9582.158203
Iteration 13Q: 17 clusters Score -2.317423e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 101546 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 2068 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 15514 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 14 contains 199186 members 
Mstep: Class 15 contains 1125 members 
Mstep: Class 16 contains 82294 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 21 contains 92510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23178676.000000 Penalty: 9582.158203
Iteration 14Q: 17 clusters Score -2.317868e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 101945 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 16342 members 
Mstep: Class 9 contains 5642 members 
Mstep: Class 12 contains 6355 members 
Mstep: Class 14 contains 191501 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 81809 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 21 contains 98852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183122.000000 Penalty: 9582.158203
Iteration 15Q: 17 clusters Score -2.318312e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102207 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 14 contains 184497 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 80919 members 
Mstep: Class 17 contains 2208 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 21 contains 105109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23187654.000000 Penalty: 9582.158203
Iteration 16Q: 17 clusters Score -2.318765e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102354 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 17905 members 
Mstep: Class 9 contains 6020 members 
Mstep: Class 12 contains 6557 members 
Mstep: Class 14 contains 178582 members 
Mstep: Class 15 contains 1165 members 
Mstep: Class 16 contains 79687 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 21 contains 110896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23191646.000000 Penalty: 9582.158203
Iteration 17Q: 17 clusters Score -2.319165e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102406 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 18639 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 14 contains 173732 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 78010 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 21 contains 116291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23195592.000000 Penalty: 9582.158203
Iteration 18Q: 17 clusters Score -2.319559e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102424 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 19287 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 12 contains 6499 members 
Mstep: Class 14 contains 169861 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 16 contains 75956 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 21 contains 121281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23198920.000000 Penalty: 9582.158203
Iteration 19Q: 17 clusters Score -2.319892e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102445 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 1614 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 19859 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 14 contains 166859 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 73691 members 
Mstep: Class 17 contains 2293 members 
Mstep: Class 18 contains 4522 members 
Mstep: Class 21 contains 125861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23202414.000000 Penalty: 9582.158203
Iteration 20F: 17 clusters Score -2.320241e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102434 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 1779 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 20460 members 
Mstep: Class 9 contains 6179 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 14 contains 164128 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 71154 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 21 contains 130415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23205252.000000 Penalty: 9582.158203
Iteration 21Q: 17 clusters Score -2.320525e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102445 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 1751 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 20941 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 14 contains 161936 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 68551 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 4661 members 
Mstep: Class 21 contains 134735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23207784.000000 Penalty: 9582.158203
Iteration 22Q: 17 clusters Score -2.320778e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102495 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 1823 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 21373 members 
Mstep: Class 9 contains 6033 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 14 contains 160189 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 66013 members 
Mstep: Class 17 contains 2200 members 
Mstep: Class 18 contains 4688 members 
Mstep: Class 21 contains 138607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23210016.000000 Penalty: 9582.158203
Iteration 23Q: 17 clusters Score -2.321002e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102577 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 21891 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 14 contains 158112 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 63717 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 4678 members 
Mstep: Class 21 contains 142538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23212014.000000 Penalty: 9582.158203
Iteration 24Q: 17 clusters Score -2.321201e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102679 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 2095 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 12 contains 5427 members 
Mstep: Class 14 contains 155889 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 61596 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 21 contains 146428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23213720.000000 Penalty: 9582.158203
Iteration 25Q: 17 clusters Score -2.321372e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 102863 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 1755 members 
Mstep: Class 8 contains 23066 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 12 contains 5168 members 
Mstep: Class 14 contains 153751 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 59641 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 21 contains 149982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23215072.000000 Penalty: 9582.158203
Iteration 26Q: 17 clusters Score -2.321507e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 103043 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 23691 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 12 contains 4912 members 
Mstep: Class 14 contains 151906 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 58001 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 4488 members 
Mstep: Class 21 contains 152963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23216288.000000 Penalty: 9582.158203
Iteration 27Q: 17 clusters Score -2.321629e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 103272 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 24328 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 12 contains 4643 members 
Mstep: Class 14 contains 150494 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 56549 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 4472 members 
Mstep: Class 21 contains 155239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23217246.000000 Penalty: 9582.158203
Iteration 28Q: 17 clusters Score -2.321725e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 103476 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 1993 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 24964 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 14 contains 149677 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 55336 members 
Mstep: Class 17 contains 1809 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 21 contains 156756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23217914.000000 Penalty: 9582.158203
Iteration 29Q: 17 clusters Score -2.321791e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103645 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 14 contains 149456 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 54294 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 4442 members 
Mstep: Class 21 contains 157519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23218338.000000 Penalty: 9582.158203
Iteration 30Q: 17 clusters Score -2.321834e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103754 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 26361 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 14 contains 149767 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 53432 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 21 contains 157595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23218974.000000 Penalty: 9582.158203
Iteration 31Q: 17 clusters Score -2.321897e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103854 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 27007 members 
Mstep: Class 9 contains 4882 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 14 contains 150551 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 52680 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 4458 members 
Mstep: Class 21 contains 157129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23219660.000000 Penalty: 9582.158203
Iteration 32Q: 17 clusters Score -2.321966e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103897 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 2085 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 27627 members 
Mstep: Class 9 contains 4811 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 14 contains 151703 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 52047 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 4479 members 
Mstep: Class 21 contains 156211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220494.000000 Penalty: 9582.158203
Iteration 33Q: 17 clusters Score -2.322049e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103895 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 28189 members 
Mstep: Class 9 contains 4742 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 14 contains 153155 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 4488 members 
Mstep: Class 21 contains 154995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221184.000000 Penalty: 9582.158203
Iteration 34Q: 17 clusters Score -2.322118e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103865 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 2100 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 28684 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 14 contains 154731 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 51033 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 21 contains 153578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221816.000000 Penalty: 9582.158203
Iteration 35Q: 17 clusters Score -2.322182e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103806 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 2103 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 29182 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 14 contains 156332 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 16 contains 50606 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 4499 members 
Mstep: Class 21 contains 152098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222516.000000 Penalty: 9582.158203
Iteration 36Q: 17 clusters Score -2.322252e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 29666 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 14 contains 157837 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 16 contains 50282 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 4510 members 
Mstep: Class 21 contains 150672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223002.000000 Penalty: 9582.158203
Iteration 37Q: 17 clusters Score -2.3223e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1433 members 
Mstep: Class 3 contains 103577 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 30087 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 14 contains 159258 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 16 contains 50043 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 4512 members 
Mstep: Class 21 contains 149295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223584.000000 Penalty: 9582.158203
Iteration 38Q: 17 clusters Score -2.322358e+07 nChanged 2816
Entering ConstructFrom: 
Score: -23223584.000000 Penalty: 9582.158203
Entering ConstructFrom: 
Trying to split cluster 1 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -109421.851562 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -109421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -107779.578125 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -107779.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -108456.289062 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -108456.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -108593.664062 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -108593.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -108716.523438 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -108716.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -108826.179688 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -108826.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -108939.171875 Penalty: 704.598083
	Iteration 5F: 3 clusters Score -108939.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109019.835938 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -109019.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -109073.820312 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -109073.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109117.125000 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -109117.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109144.437500 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -109144.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -109161.296875 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -109161.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -109177.687500 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -109177.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -109187.226562 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -109187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -109195.117188 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -109195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -109204.398438 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -109204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -109211.101562 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -109211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -109216.804688 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -109216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -109220.156250 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -109220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -109222.210938 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -109222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -109224.320312 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -109224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -109224.500000 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -109224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -109224.515625 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -109224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -109224.515625 Penalty: 704.598083
	Iteration 22F: 3 clusters Score -109224.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -55691.972656 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -55691.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -54671.832031 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -54671.83 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -55329.917969 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -55329.92 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -55715.296875 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -55715.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56386.953125 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -56386.95 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -56782.609375 Penalty: 661.344849
	Iteration 4F: 3 clusters Score -56782.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -56987.949219 Penalty: 661.344849
	Iteration 5F: 3 clusters Score -56987.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -57129.460938 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -57129.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -57188.101562 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -57188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -57195.101562 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -57195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -57196.363281 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -57196.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -57196.363281 Penalty: 661.344849
	Iteration 10F: 3 clusters Score -57196.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1753 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 14 contains 160680 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 21 contains 147974 members 
Entering Unmasked Estep 
Score: -23225114.000000 Penalty: 10181.042969
Splitting cluster 2 changes total score from -23223584.000000 to -23225114.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (103428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Entering Unmasked Estep 
Score: -4843963.000000 Penalty: 525.371704
	Iteration 0F: 2 clusters Score -4843963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -4775114.000000 Penalty: 1050.743408
	Iteration 0F: 3 clusters Score -4775114 nChanged 50488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -4806102.500000 Penalty: 1050.743408
	Iteration 1F: 3 clusters Score -4806102 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -4808295.500000 Penalty: 1050.743408
	Iteration 2Q: 3 clusters Score -4808296 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -4811532.500000 Penalty: 1050.743408
	Iteration 3F: 3 clusters Score -4811532 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -4815568.000000 Penalty: 1050.743408
	Iteration 4F: 3 clusters Score -4815568 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4820031.000000 Penalty: 1050.743408
	Iteration 5F: 3 clusters Score -4820031 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4824329.500000 Penalty: 1050.743408
	Iteration 6F: 3 clusters Score -4824330 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4828105.000000 Penalty: 1050.743408
	Iteration 7F: 3 clusters Score -4828105 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4831288.500000 Penalty: 1050.743408
	Iteration 8Q: 3 clusters Score -4831288 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4834136.500000 Penalty: 1050.743408
	Iteration 9Q: 3 clusters Score -4834136 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4836620.500000 Penalty: 1050.743408
	Iteration 10Q: 3 clusters Score -4836620 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4838658.000000 Penalty: 1050.743408
	Iteration 11Q: 3 clusters Score -4838658 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4840272.500000 Penalty: 1050.743408
	Iteration 12Q: 3 clusters Score -4840272 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4841430.500000 Penalty: 1050.743408
	Iteration 13Q: 3 clusters Score -4841430 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4842235.500000 Penalty: 1050.743408
	Iteration 14Q: 3 clusters Score -4842236 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101998 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4842720.500000 Penalty: 1050.743408
	Iteration 15Q: 3 clusters Score -4842720 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4843043.000000 Penalty: 1050.743408
	Iteration 16Q: 3 clusters Score -4843043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4843228.000000 Penalty: 1050.743408
	Iteration 17Q: 3 clusters Score -4843228 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4843304.000000 Penalty: 1050.743408
	Iteration 18Q: 3 clusters Score -4843304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4843361.500000 Penalty: 1050.743408
	Iteration 19Q: 3 clusters Score -4843362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4843393.500000 Penalty: 1050.743408
	Iteration 20F: 3 clusters Score -4843394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4843417.000000 Penalty: 1050.743408
	Iteration 21Q: 3 clusters Score -4843417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4843430.000000 Penalty: 1050.743408
	Iteration 22Q: 3 clusters Score -4843430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4843448.000000 Penalty: 1050.743408
	Iteration 23Q: 3 clusters Score -4843448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4843458.000000 Penalty: 1050.743408
	Iteration 24Q: 3 clusters Score -4843458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4843468.000000 Penalty: 1050.743408
	Iteration 25Q: 3 clusters Score -4843468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4843473.500000 Penalty: 1050.743408
	Iteration 26Q: 3 clusters Score -4843474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4843477.000000 Penalty: 1050.743408
	Iteration 27Q: 3 clusters Score -4843477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103258 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4843478.000000 Penalty: 1050.743408
	Iteration 28Q: 3 clusters Score -4843478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4843483.000000 Penalty: 1050.743408
	Iteration 29Q: 3 clusters Score -4843483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103263 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4843483.000000 Penalty: 1050.743408
	Iteration 30Q: 3 clusters Score -4843483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4843488.000000 Penalty: 1050.743408
	Iteration 31Q: 3 clusters Score -4843488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4843487.500000 Penalty: 1050.743408
	Iteration 32Q: 3 clusters Score -4843488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4843484.000000 Penalty: 1050.743408
	Iteration 33Q: 3 clusters Score -4843484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4843490.000000 Penalty: 1050.743408
	Iteration 34Q: 3 clusters Score -4843490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4843490.000000 Penalty: 1050.743408
	Iteration 35F: 3 clusters Score -4843490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -130650.953125 Penalty: 358.231384
	Iteration 0F: 2 clusters Score -130651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -128808.578125 Penalty: 716.462769
	Iteration 0F: 3 clusters Score -128808.6 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -129388.007812 Penalty: 716.462769
	Iteration 1F: 3 clusters Score -129388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -129466.445312 Penalty: 716.462769
	Iteration 2F: 3 clusters Score -129466.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -129547.695312 Penalty: 716.462769
	Iteration 3F: 3 clusters Score -129547.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -129619.812500 Penalty: 716.462769
	Iteration 4F: 3 clusters Score -129619.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129702.445312 Penalty: 716.462769
	Iteration 5Q: 3 clusters Score -129702.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -129793.085938 Penalty: 716.462769
	Iteration 6Q: 3 clusters Score -129793.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129905.179688 Penalty: 716.462769
	Iteration 7F: 3 clusters Score -129905.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -130004.960938 Penalty: 716.462769
	Iteration 8Q: 3 clusters Score -130005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130056.273438 Penalty: 716.462769
	Iteration 9Q: 3 clusters Score -130056.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -130086.679688 Penalty: 716.462769
	Iteration 10Q: 3 clusters Score -130086.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -130106.742188 Penalty: 716.462769
	Iteration 11Q: 3 clusters Score -130106.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -130117.546875 Penalty: 716.462769
	Iteration 12Q: 3 clusters Score -130117.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130126.593750 Penalty: 716.462769
	Iteration 13Q: 3 clusters Score -130126.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -130139.312500 Penalty: 716.462769
	Iteration 14Q: 3 clusters Score -130139.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130155.195312 Penalty: 716.462769
	Iteration 15Q: 3 clusters Score -130155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130172.625000 Penalty: 716.462769
	Iteration 16Q: 3 clusters Score -130172.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -130192.398438 Penalty: 716.462769
	Iteration 17Q: 3 clusters Score -130192.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130207.968750 Penalty: 716.462769
	Iteration 18Q: 3 clusters Score -130208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130222.804688 Penalty: 716.462769
	Iteration 19Q: 3 clusters Score -130222.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -130246.039062 Penalty: 716.462769
	Iteration 20F: 3 clusters Score -130246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -130264.445312 Penalty: 716.462769
	Iteration 21Q: 3 clusters Score -130264.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -130274.750000 Penalty: 716.462769
	Iteration 22Q: 3 clusters Score -130274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -130281.382812 Penalty: 716.462769
	Iteration 23Q: 3 clusters Score -130281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -130289.484375 Penalty: 716.462769
	Iteration 24Q: 3 clusters Score -130289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -130295.671875 Penalty: 716.462769
	Iteration 25Q: 3 clusters Score -130295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -130305.445312 Penalty: 716.462769
	Iteration 26Q: 3 clusters Score -130305.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -130315.679688 Penalty: 716.462769
	Iteration 27Q: 3 clusters Score -130315.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -130322.734375 Penalty: 716.462769
	Iteration 28Q: 3 clusters Score -130322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130327.156250 Penalty: 716.462769
	Iteration 29Q: 3 clusters Score -130327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -130329.179688 Penalty: 716.462769
	Iteration 30Q: 3 clusters Score -130329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -130331.132812 Penalty: 716.462769
	Iteration 31Q: 3 clusters Score -130331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -130337.898438 Penalty: 716.462769
	Iteration 32Q: 3 clusters Score -130337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -130345.750000 Penalty: 716.462769
	Iteration 33Q: 3 clusters Score -130345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -130348.406250 Penalty: 716.462769
	Iteration 34Q: 3 clusters Score -130348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -130352.203125 Penalty: 716.462769
	Iteration 35Q: 3 clusters Score -130352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -130356.187500 Penalty: 716.462769
	Iteration 36Q: 3 clusters Score -130356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -130360.632812 Penalty: 716.462769
	Iteration 37Q: 3 clusters Score -130360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -130362.375000 Penalty: 716.462769
	Iteration 38Q: 3 clusters Score -130362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -130363.125000 Penalty: 716.462769
	Iteration 39Q: 3 clusters Score -130363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -130365.210938 Penalty: 716.462769
	Iteration 40F: 3 clusters Score -130365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -130366.585938 Penalty: 716.462769
	Iteration 41Q: 3 clusters Score -130366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -130369.695312 Penalty: 716.462769
	Iteration 42Q: 3 clusters Score -130369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -130370.867188 Penalty: 716.462769
	Iteration 43Q: 3 clusters Score -130370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -130372.507812 Penalty: 716.462769
	Iteration 44Q: 3 clusters Score -130372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -130372.656250 Penalty: 716.462769
	Iteration 45Q: 3 clusters Score -130372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -130372.656250 Penalty: 716.462769
	Iteration 46F: 3 clusters Score -130372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -113326.242188 Penalty: 356.770050
	Iteration 0F: 2 clusters Score -113326.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -111544.781250 Penalty: 713.540100
	Iteration 0F: 3 clusters Score -111544.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -112145.234375 Penalty: 713.540100
	Iteration 1F: 3 clusters Score -112145.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -112226.523438 Penalty: 713.540100
	Iteration 2F: 3 clusters Score -112226.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -112316.273438 Penalty: 713.540100
	Iteration 3F: 3 clusters Score -112316.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112400.015625 Penalty: 713.540100
	Iteration 4F: 3 clusters Score -112400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -112496.765625 Penalty: 713.540100
	Iteration 5F: 3 clusters Score -112496.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -112584.257812 Penalty: 713.540100
	Iteration 6Q: 3 clusters Score -112584.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -112670.640625 Penalty: 713.540100
	Iteration 7Q: 3 clusters Score -112670.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112749.148438 Penalty: 713.540100
	Iteration 8Q: 3 clusters Score -112749.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112813.460938 Penalty: 713.540100
	Iteration 9Q: 3 clusters Score -112813.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112843.500000 Penalty: 713.540100
	Iteration 10Q: 3 clusters Score -112843.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112867.273438 Penalty: 713.540100
	Iteration 11Q: 3 clusters Score -112867.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112887.953125 Penalty: 713.540100
	Iteration 12Q: 3 clusters Score -112888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112905.695312 Penalty: 713.540100
	Iteration 13Q: 3 clusters Score -112905.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112916.906250 Penalty: 713.540100
	Iteration 14Q: 3 clusters Score -112916.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112932.601562 Penalty: 713.540100
	Iteration 15Q: 3 clusters Score -112932.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112947.828125 Penalty: 713.540100
	Iteration 16Q: 3 clusters Score -112947.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -112962.703125 Penalty: 713.540100
	Iteration 17Q: 3 clusters Score -112962.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -112976.125000 Penalty: 713.540100
	Iteration 18Q: 3 clusters Score -112976.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -112987.875000 Penalty: 713.540100
	Iteration 19Q: 3 clusters Score -112987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -112992.445312 Penalty: 713.540100
	Iteration 20F: 3 clusters Score -112992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -113001.171875 Penalty: 713.540100
	Iteration 21Q: 3 clusters Score -113001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -113005.062500 Penalty: 713.540100
	Iteration 22Q: 3 clusters Score -113005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -113011.343750 Penalty: 713.540100
	Iteration 23Q: 3 clusters Score -113011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -113017.039062 Penalty: 713.540100
	Iteration 24Q: 3 clusters Score -113017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -113018.968750 Penalty: 713.540100
	Iteration 25Q: 3 clusters Score -113019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -113021.398438 Penalty: 713.540100
	Iteration 26Q: 3 clusters Score -113021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -113021.500000 Penalty: 713.540100
	Iteration 27Q: 3 clusters Score -113021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -113022.554688 Penalty: 713.540100
	Iteration 28Q: 3 clusters Score -113022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -113023.046875 Penalty: 713.540100
	Iteration 29Q: 3 clusters Score -113023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -113023.281250 Penalty: 713.540100
	Iteration 30Q: 3 clusters Score -113023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -113024.109375 Penalty: 713.540100
	Iteration 31Q: 3 clusters Score -113024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -113024.578125 Penalty: 713.540100
	Iteration 32Q: 3 clusters Score -113024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -113025.101562 Penalty: 713.540100
	Iteration 33Q: 3 clusters Score -113025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -113025.101562 Penalty: 713.540100
	Iteration 34F: 3 clusters Score -113025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -90761.085938 Penalty: 348.556641
	Iteration 0F: 2 clusters Score -90761.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -89256.718750 Penalty: 697.113281
	Iteration 0F: 3 clusters Score -89256.72 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -89803.195312 Penalty: 697.113281
	Iteration 1F: 3 clusters Score -89803.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -89925.437500 Penalty: 697.113281
	Iteration 2F: 3 clusters Score -89925.44 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -90053.570312 Penalty: 697.113281
	Iteration 3F: 3 clusters Score -90053.57 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -90151.367188 Penalty: 697.113281
	Iteration 4F: 3 clusters Score -90151.37 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -90205.062500 Penalty: 697.113281
	Iteration 5Q: 3 clusters Score -90205.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -90253.046875 Penalty: 697.113281
	Iteration 6Q: 3 clusters Score -90253.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -90290.875000 Penalty: 697.113281
	Iteration 7Q: 3 clusters Score -90290.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -90316.820312 Penalty: 697.113281
	Iteration 8Q: 3 clusters Score -90316.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -90343.023438 Penalty: 697.113281
	Iteration 9Q: 3 clusters Score -90343.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -90366.351562 Penalty: 697.113281
	Iteration 10Q: 3 clusters Score -90366.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -90386.140625 Penalty: 697.113281
	Iteration 11Q: 3 clusters Score -90386.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -90399.867188 Penalty: 697.113281
	Iteration 12Q: 3 clusters Score -90399.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -90406.484375 Penalty: 697.113281
	Iteration 13Q: 3 clusters Score -90406.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -90414.140625 Penalty: 697.113281
	Iteration 14Q: 3 clusters Score -90414.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -90423.789062 Penalty: 697.113281
	Iteration 15Q: 3 clusters Score -90423.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -90434.460938 Penalty: 697.113281
	Iteration 16Q: 3 clusters Score -90434.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -90447.835938 Penalty: 697.113281
	Iteration 17Q: 3 clusters Score -90447.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -90457.796875 Penalty: 697.113281
	Iteration 18Q: 3 clusters Score -90457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -90464.804688 Penalty: 697.113281
	Iteration 19Q: 3 clusters Score -90464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -90473.812500 Penalty: 697.113281
	Iteration 20F: 3 clusters Score -90473.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -90485.898438 Penalty: 697.113281
	Iteration 21Q: 3 clusters Score -90485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -90494.179688 Penalty: 697.113281
	Iteration 22Q: 3 clusters Score -90494.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -90501.195312 Penalty: 697.113281
	Iteration 23Q: 3 clusters Score -90501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -90509.000000 Penalty: 697.113281
	Iteration 24Q: 3 clusters Score -90509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -90518.781250 Penalty: 697.113281
	Iteration 25Q: 3 clusters Score -90518.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -90527.960938 Penalty: 697.113281
	Iteration 26Q: 3 clusters Score -90527.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -90534.453125 Penalty: 697.113281
	Iteration 27Q: 3 clusters Score -90534.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -90537.445312 Penalty: 697.113281
	Iteration 28Q: 3 clusters Score -90537.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -90539.132812 Penalty: 697.113281
	Iteration 29Q: 3 clusters Score -90539.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -90540.531250 Penalty: 697.113281
	Iteration 30Q: 3 clusters Score -90540.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -90542.421875 Penalty: 697.113281
	Iteration 31Q: 3 clusters Score -90542.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -90543.851562 Penalty: 697.113281
	Iteration 32Q: 3 clusters Score -90543.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -90544.578125 Penalty: 697.113281
	Iteration 33Q: 3 clusters Score -90544.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -90544.578125 Penalty: 697.113281
	Iteration 34F: 3 clusters Score -90544.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -63422.734375 Penalty: 339.843323
	Iteration 0F: 2 clusters Score -63422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -62134.417969 Penalty: 679.686646
	Iteration 0F: 3 clusters Score -62134.42 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -63179.785156 Penalty: 679.686646
	Iteration 1F: 3 clusters Score -63179.79 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -64179.515625 Penalty: 679.686646
	Iteration 2F: 3 clusters Score -64179.52 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -65587.023438 Penalty: 679.686646
	Iteration 3F: 3 clusters Score -65587.02 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -66858.367188 Penalty: 679.686646
	Iteration 4F: 3 clusters Score -66858.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -67127.828125 Penalty: 679.686646
	Iteration 5Q: 3 clusters Score -67127.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -67250.453125 Penalty: 679.686646
	Iteration 6Q: 3 clusters Score -67250.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -67441.976562 Penalty: 679.686646
	Iteration 7Q: 3 clusters Score -67441.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67460.382812 Penalty: 679.686646
	Iteration 8Q: 3 clusters Score -67460.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67460.945312 Penalty: 679.686646
	Iteration 9Q: 3 clusters Score -67460.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67463.101562 Penalty: 679.686646
	Iteration 10F: 3 clusters Score -67463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67472.101562 Penalty: 679.686646
	Iteration 11Q: 3 clusters Score -67472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67472.101562 Penalty: 679.686646
	Iteration 12F: 3 clusters Score -67472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 4436 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 14 contains 160680 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 21 contains 147974 members 
Entering Unmasked Estep 
Score: -23228902.000000 Penalty: 10779.927734
Splitting cluster 7 changes total score from -23223584.000000 to -23228902.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (30449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Entering Unmasked Estep 
Score: -1449871.625000 Penalty: 469.733307
	Iteration 0F: 2 clusters Score -1449872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1429483.750000 Penalty: 939.466614
	Iteration 0F: 3 clusters Score -1429484 nChanged 14626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1438369.125000 Penalty: 939.466614
	Iteration 1F: 3 clusters Score -1438369 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1439050.625000 Penalty: 939.466614
	Iteration 2Q: 3 clusters Score -1439051 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1440143.750000 Penalty: 939.466614
	Iteration 3F: 3 clusters Score -1440144 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1441821.125000 Penalty: 939.466614
	Iteration 4F: 3 clusters Score -1441821 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1443730.875000 Penalty: 939.466614
	Iteration 5F: 3 clusters Score -1443731 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1445375.875000 Penalty: 939.466614
	Iteration 6F: 3 clusters Score -1445376 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1446344.875000 Penalty: 939.466614
	Iteration 7F: 3 clusters Score -1446345 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1446712.375000 Penalty: 939.466614
	Iteration 8Q: 3 clusters Score -1446712 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1446881.375000 Penalty: 939.466614
	Iteration 9Q: 3 clusters Score -1446881 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1446998.250000 Penalty: 939.466614
	Iteration 10Q: 3 clusters Score -1446998 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1447100.875000 Penalty: 939.466614
	Iteration 11Q: 3 clusters Score -1447101 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -1447192.750000 Penalty: 939.466614
	Iteration 12Q: 3 clusters Score -1447193 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1447281.375000 Penalty: 939.466614
	Iteration 13Q: 3 clusters Score -1447281 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -1447381.750000 Penalty: 939.466614
	Iteration 14Q: 3 clusters Score -1447382 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1447461.500000 Penalty: 939.466614
	Iteration 15Q: 3 clusters Score -1447462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -1447532.500000 Penalty: 939.466614
	Iteration 16Q: 3 clusters Score -1447532 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1447600.125000 Penalty: 939.466614
	Iteration 17Q: 3 clusters Score -1447600 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1447659.125000 Penalty: 939.466614
	Iteration 18Q: 3 clusters Score -1447659 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -1447723.500000 Penalty: 939.466614
	Iteration 19Q: 3 clusters Score -1447724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -1447784.375000 Penalty: 939.466614
	Iteration 20F: 3 clusters Score -1447784 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -1447858.250000 Penalty: 939.466614
	Iteration 21Q: 3 clusters Score -1447858 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -1447925.875000 Penalty: 939.466614
	Iteration 22Q: 3 clusters Score -1447926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -1448003.000000 Penalty: 939.466614
	Iteration 23Q: 3 clusters Score -1448003 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1448084.875000 Penalty: 939.466614
	Iteration 24Q: 3 clusters Score -1448085 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -1448150.250000 Penalty: 939.466614
	Iteration 25Q: 3 clusters Score -1448150 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -1448236.375000 Penalty: 939.466614
	Iteration 26Q: 3 clusters Score -1448236 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -1448310.750000 Penalty: 939.466614
	Iteration 27Q: 3 clusters Score -1448311 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -1448389.500000 Penalty: 939.466614
	Iteration 28Q: 3 clusters Score -1448390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -1448492.500000 Penalty: 939.466614
	Iteration 29Q: 3 clusters Score -1448492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1448585.750000 Penalty: 939.466614
	Iteration 30Q: 3 clusters Score -1448586 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -1448658.500000 Penalty: 939.466614
	Iteration 31Q: 3 clusters Score -1448658 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -1448734.500000 Penalty: 939.466614
	Iteration 32Q: 3 clusters Score -1448734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -1448814.625000 Penalty: 939.466614
	Iteration 33Q: 3 clusters Score -1448815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -1448892.250000 Penalty: 939.466614
	Iteration 34Q: 3 clusters Score -1448892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -1448982.000000 Penalty: 939.466614
	Iteration 35Q: 3 clusters Score -1448982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -1449066.000000 Penalty: 939.466614
	Iteration 36Q: 3 clusters Score -1449066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -1449150.000000 Penalty: 939.466614
	Iteration 37Q: 3 clusters Score -1449150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -1449217.875000 Penalty: 939.466614
	Iteration 38Q: 3 clusters Score -1449218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -1449273.625000 Penalty: 939.466614
	Iteration 39Q: 3 clusters Score -1449274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1449317.500000 Penalty: 939.466614
	Iteration 40F: 3 clusters Score -1449318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -1449347.375000 Penalty: 939.466614
	Iteration 41Q: 3 clusters Score -1449347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -1449378.500000 Penalty: 939.466614
	Iteration 42Q: 3 clusters Score -1449378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -1449413.625000 Penalty: 939.466614
	Iteration 43Q: 3 clusters Score -1449414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -1449449.750000 Penalty: 939.466614
	Iteration 44Q: 3 clusters Score -1449450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -1449467.750000 Penalty: 939.466614
	Iteration 45Q: 3 clusters Score -1449468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -1449471.375000 Penalty: 939.466614
	Iteration 46Q: 3 clusters Score -1449471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -1449479.750000 Penalty: 939.466614
	Iteration 47Q: 3 clusters Score -1449480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -1449490.875000 Penalty: 939.466614
	Iteration 48Q: 3 clusters Score -1449491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -1449498.250000 Penalty: 939.466614
	Iteration 49Q: 3 clusters Score -1449498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -1449504.875000 Penalty: 939.466614
	Iteration 50Q: 3 clusters Score -1449505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -1449511.375000 Penalty: 939.466614
	Iteration 51Q: 3 clusters Score -1449511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1449515.875000 Penalty: 939.466614
	Iteration 52Q: 3 clusters Score -1449516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -1449519.000000 Penalty: 939.466614
	Iteration 53Q: 3 clusters Score -1449519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -1449523.375000 Penalty: 939.466614
	Iteration 54Q: 3 clusters Score -1449523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -1449527.250000 Penalty: 939.466614
	Iteration 55Q: 3 clusters Score -1449527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -1449533.750000 Penalty: 939.466614
	Iteration 56Q: 3 clusters Score -1449534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -1449533.875000 Penalty: 939.466614
	Iteration 57Q: 3 clusters Score -1449534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -1449536.000000 Penalty: 939.466614
	Iteration 58Q: 3 clusters Score -1449536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -1449535.625000 Penalty: 939.466614
	Iteration 59Q: 3 clusters Score -1449536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -1449534.625000 Penalty: 939.466614
	Iteration 60F: 3 clusters Score -1449535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -1449536.750000 Penalty: 939.466614
	Iteration 61Q: 3 clusters Score -1449537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -1449540.375000 Penalty: 939.466614
	Iteration 62Q: 3 clusters Score -1449540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -1449541.125000 Penalty: 939.466614
	Iteration 63Q: 3 clusters Score -1449541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -1449545.000000 Penalty: 939.466614
	Iteration 64Q: 3 clusters Score -1449545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -1449546.250000 Penalty: 939.466614
	Iteration 65Q: 3 clusters Score -1449546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -1449546.625000 Penalty: 939.466614
	Iteration 66Q: 3 clusters Score -1449547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -1449552.250000 Penalty: 939.466614
	Iteration 67Q: 3 clusters Score -1449552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1449557.125000 Penalty: 939.466614
	Iteration 68Q: 3 clusters Score -1449557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -1449563.375000 Penalty: 939.466614
	Iteration 69Q: 3 clusters Score -1449563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -1449563.375000 Penalty: 939.466614
	Iteration 70Q: 3 clusters Score -1449563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -1449571.625000 Penalty: 939.466614
	Iteration 71Q: 3 clusters Score -1449572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -1449574.875000 Penalty: 939.466614
	Iteration 72Q: 3 clusters Score -1449575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -1449575.000000 Penalty: 939.466614
	Iteration 73Q: 3 clusters Score -1449575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -1449578.375000 Penalty: 939.466614
	Iteration 74Q: 3 clusters Score -1449578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -1449578.375000 Penalty: 939.466614
	Iteration 75Q: 3 clusters Score -1449578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -1449579.500000 Penalty: 939.466614
	Iteration 76Q: 3 clusters Score -1449580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -1449579.750000 Penalty: 939.466614
	Iteration 77Q: 3 clusters Score -1449580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -1449580.750000 Penalty: 939.466614
	Iteration 78Q: 3 clusters Score -1449581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -1449580.750000 Penalty: 939.466614
	Iteration 79F: 3 clusters Score -1449581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -186960.203125 Penalty: 382.086639
	Iteration 0F: 2 clusters Score -186960.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -183950.390625 Penalty: 764.173279
	Iteration 0F: 3 clusters Score -183950.4 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -185364.328125 Penalty: 764.173279
	Iteration 1F: 3 clusters Score -185364.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -185903.218750 Penalty: 764.173279
	Iteration 2F: 3 clusters Score -185903.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -186494.000000 Penalty: 764.173279
	Iteration 3F: 3 clusters Score -186494 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -186901.140625 Penalty: 764.173279
	Iteration 4F: 3 clusters Score -186901.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -187049.859375 Penalty: 764.173279
	Iteration 5F: 3 clusters Score -187049.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -187102.781250 Penalty: 764.173279
	Iteration 6Q: 3 clusters Score -187102.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -187118.250000 Penalty: 764.173279
	Iteration 7Q: 3 clusters Score -187118.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -187126.953125 Penalty: 764.173279
	Iteration 8Q: 3 clusters Score -187127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -187130.109375 Penalty: 764.173279
	Iteration 9Q: 3 clusters Score -187130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -187131.281250 Penalty: 764.173279
	Iteration 10Q: 3 clusters Score -187131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -187131.546875 Penalty: 764.173279
	Iteration 11Q: 3 clusters Score -187131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -187131.796875 Penalty: 764.173279
	Iteration 12Q: 3 clusters Score -187131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -187131.796875 Penalty: 764.173279
	Iteration 13F: 3 clusters Score -187131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 160680 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 4513 members 
Mstep: Class 21 contains 147974 members 
Entering Unmasked Estep 
Score: -23228840.000000 Penalty: 11378.812500
Splitting cluster 9 changes total score from -23223584.000000 to -23228840.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -147832.156250 Penalty: 364.107361
	Iteration 0F: 2 clusters Score -147832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -145725.625000 Penalty: 728.214722
	Iteration 0F: 3 clusters Score -145725.6 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146479.406250 Penalty: 728.214722
	Iteration 1F: 3 clusters Score -146479.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -146653.078125 Penalty: 728.214722
	Iteration 2F: 3 clusters Score -146653.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146821.125000 Penalty: 728.214722
	Iteration 3F: 3 clusters Score -146821.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146960.625000 Penalty: 728.214722
	Iteration 4F: 3 clusters Score -146960.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -147128.703125 Penalty: 728.214722
	Iteration 5F: 3 clusters Score -147128.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -147259.531250 Penalty: 728.214722
	Iteration 6Q: 3 clusters Score -147259.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -147332.531250 Penalty: 728.214722
	Iteration 7Q: 3 clusters Score -147332.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -147370.421875 Penalty: 728.214722
	Iteration 8Q: 3 clusters Score -147370.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147400.421875 Penalty: 728.214722
	Iteration 9Q: 3 clusters Score -147400.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -147422.828125 Penalty: 728.214722
	Iteration 10Q: 3 clusters Score -147422.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147436.718750 Penalty: 728.214722
	Iteration 11Q: 3 clusters Score -147436.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147450.968750 Penalty: 728.214722
	Iteration 12Q: 3 clusters Score -147451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -147465.562500 Penalty: 728.214722
	Iteration 13Q: 3 clusters Score -147465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -147477.953125 Penalty: 728.214722
	Iteration 14Q: 3 clusters Score -147478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -147488.406250 Penalty: 728.214722
	Iteration 15Q: 3 clusters Score -147488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -147491.781250 Penalty: 728.214722
	Iteration 16Q: 3 clusters Score -147491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -147493.718750 Penalty: 728.214722
	Iteration 17Q: 3 clusters Score -147493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -147496.937500 Penalty: 728.214722
	Iteration 18Q: 3 clusters Score -147496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -147504.453125 Penalty: 728.214722
	Iteration 19Q: 3 clusters Score -147504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -147507.515625 Penalty: 728.214722
	Iteration 20F: 3 clusters Score -147507.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -147512.125000 Penalty: 728.214722
	Iteration 21Q: 3 clusters Score -147512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147516.406250 Penalty: 728.214722
	Iteration 22Q: 3 clusters Score -147516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -147517.937500 Penalty: 728.214722
	Iteration 23Q: 3 clusters Score -147517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -147521.218750 Penalty: 728.214722
	Iteration 24Q: 3 clusters Score -147521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -147524.359375 Penalty: 728.214722
	Iteration 25Q: 3 clusters Score -147524.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -147529.796875 Penalty: 728.214722
	Iteration 26Q: 3 clusters Score -147529.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -147535.296875 Penalty: 728.214722
	Iteration 27Q: 3 clusters Score -147535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -147541.609375 Penalty: 728.214722
	Iteration 28Q: 3 clusters Score -147541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147544.296875 Penalty: 728.214722
	Iteration 29Q: 3 clusters Score -147544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -147545.109375 Penalty: 728.214722
	Iteration 30Q: 3 clusters Score -147545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -147546.890625 Penalty: 728.214722
	Iteration 31Q: 3 clusters Score -147546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -147550.328125 Penalty: 728.214722
	Iteration 32Q: 3 clusters Score -147550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -147553.343750 Penalty: 728.214722
	Iteration 33Q: 3 clusters Score -147553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -147557.187500 Penalty: 728.214722
	Iteration 34Q: 3 clusters Score -147557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -147562.171875 Penalty: 728.214722
	Iteration 35Q: 3 clusters Score -147562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -147564.390625 Penalty: 728.214722
	Iteration 36Q: 3 clusters Score -147564.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -147564.953125 Penalty: 728.214722
	Iteration 37Q: 3 clusters Score -147565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -147565.437500 Penalty: 728.214722
	Iteration 38Q: 3 clusters Score -147565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -147566.312500 Penalty: 728.214722
	Iteration 39Q: 3 clusters Score -147566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -147566.750000 Penalty: 728.214722
	Iteration 40F: 3 clusters Score -147566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Entering Unmasked Estep 
Score: -7436866.500000 Penalty: 545.416260
	Iteration 0F: 2 clusters Score -7436866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -7330445.500000 Penalty: 1090.832520
	Iteration 0F: 3 clusters Score -7330446 nChanged 78840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -7378468.500000 Penalty: 1090.832520
	Iteration 1F: 3 clusters Score -7378468 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -7382051.000000 Penalty: 1090.832520
	Iteration 2Q: 3 clusters Score -7382051 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -7387742.500000 Penalty: 1090.832520
	Iteration 3F: 3 clusters Score -7387742 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -7397049.000000 Penalty: 1090.832520
	Iteration 4F: 3 clusters Score -7397049 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -7409169.500000 Penalty: 1090.832520
	Iteration 5F: 3 clusters Score -7409170 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -7420134.000000 Penalty: 1090.832520
	Iteration 6F: 3 clusters Score -7420134 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 140411 members 
Entering Unmasked Estep 
Score: -7426932.500000 Penalty: 1090.832520
	Iteration 7Q: 3 clusters Score -7426932 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -7430329.000000 Penalty: 1090.832520
	Iteration 8Q: 3 clusters Score -7430329 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 146198 members 
Entering Unmasked Estep 
Score: -7432194.500000 Penalty: 1090.832520
	Iteration 9Q: 3 clusters Score -7432194 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -7433438.500000 Penalty: 1090.832520
	Iteration 10Q: 3 clusters Score -7433438 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 150263 members 
Entering Unmasked Estep 
Score: -7434274.500000 Penalty: 1090.832520
	Iteration 11Q: 3 clusters Score -7434274 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -7434932.000000 Penalty: 1090.832520
	Iteration 12Q: 3 clusters Score -7434932 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -7435422.000000 Penalty: 1090.832520
	Iteration 13Q: 3 clusters Score -7435422 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 154273 members 
Entering Unmasked Estep 
Score: -7435793.500000 Penalty: 1090.832520
	Iteration 14Q: 3 clusters Score -7435794 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 155226 members 
Entering Unmasked Estep 
Score: -7436057.000000 Penalty: 1090.832520
	Iteration 15Q: 3 clusters Score -7436057 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -7436225.000000 Penalty: 1090.832520
	Iteration 16Q: 3 clusters Score -7436225 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -7436331.000000 Penalty: 1090.832520
	Iteration 17Q: 3 clusters Score -7436331 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -7436422.000000 Penalty: 1090.832520
	Iteration 18Q: 3 clusters Score -7436422 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 157670 members 
Entering Unmasked Estep 
Score: -7436456.500000 Penalty: 1090.832520
	Iteration 19Q: 3 clusters Score -7436456 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -7436499.000000 Penalty: 1090.832520
	Iteration 20F: 3 clusters Score -7436499 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 158391 members 
Entering Unmasked Estep 
Score: -7436585.500000 Penalty: 1090.832520
	Iteration 21Q: 3 clusters Score -7436586 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -7436615.000000 Penalty: 1090.832520
	Iteration 22Q: 3 clusters Score -7436615 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -7436610.500000 Penalty: 1090.832520
	Iteration 23Q: 3 clusters Score -7436610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -7436668.000000 Penalty: 1090.832520
	Iteration 24Q: 3 clusters Score -7436668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -7436665.500000 Penalty: 1090.832520
	Iteration 25Q: 3 clusters Score -7436666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -7436661.500000 Penalty: 1090.832520
	Iteration 26Q: 3 clusters Score -7436662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -7436665.500000 Penalty: 1090.832520
	Iteration 27Q: 3 clusters Score -7436666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -7436682.500000 Penalty: 1090.832520
	Iteration 28Q: 3 clusters Score -7436682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 159496 members 
Entering Unmasked Estep 
Score: -7436675.500000 Penalty: 1090.832520
	Iteration 29Q: 3 clusters Score -7436676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -7436686.000000 Penalty: 1090.832520
	Iteration 30Q: 3 clusters Score -7436686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -7436682.000000 Penalty: 1090.832520
	Iteration 31Q: 3 clusters Score -7436682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 159643 members 
Entering Unmasked Estep 
Score: -7436697.500000 Penalty: 1090.832520
	Iteration 32Q: 3 clusters Score -7436698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -7436696.500000 Penalty: 1090.832520
	Iteration 33Q: 3 clusters Score -7436696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -7436687.500000 Penalty: 1090.832520
	Iteration 34Q: 3 clusters Score -7436688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -7436707.000000 Penalty: 1090.832520
	Iteration 35Q: 3 clusters Score -7436707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -7436708.000000 Penalty: 1090.832520
	Iteration 36Q: 3 clusters Score -7436708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -7436702.000000 Penalty: 1090.832520
	Iteration 37Q: 3 clusters Score -7436702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -7436696.000000 Penalty: 1090.832520
	Iteration 38Q: 3 clusters Score -7436696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -7436703.000000 Penalty: 1090.832520
	Iteration 39Q: 3 clusters Score -7436703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -7436709.000000 Penalty: 1090.832520
	Iteration 40F: 3 clusters Score -7436709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -7436710.000000 Penalty: 1090.832520
	Iteration 41Q: 3 clusters Score -7436710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -7436715.000000 Penalty: 1090.832520
	Iteration 42Q: 3 clusters Score -7436715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 159832 members 
Entering Unmasked Estep 
Score: -7436725.000000 Penalty: 1090.832520
	Iteration 43Q: 3 clusters Score -7436725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -7436724.500000 Penalty: 1090.832520
	Iteration 44Q: 3 clusters Score -7436724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -7436705.500000 Penalty: 1090.832520
	Iteration 45Q: 3 clusters Score -7436706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -7436699.000000 Penalty: 1090.832520
	Iteration 46Q: 3 clusters Score -7436699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -7436695.000000 Penalty: 1090.832520
	Iteration 47Q: 3 clusters Score -7436695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -7436708.500000 Penalty: 1090.832520
	Iteration 48Q: 3 clusters Score -7436708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -7436725.500000 Penalty: 1090.832520
	Iteration 49Q: 3 clusters Score -7436726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -7436734.000000 Penalty: 1090.832520
	Iteration 50Q: 3 clusters Score -7436734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 159939 members 
Entering Unmasked Estep 
Score: -7436724.500000 Penalty: 1090.832520
	Iteration 51Q: 3 clusters Score -7436724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -7436738.500000 Penalty: 1090.832520
	Iteration 52Q: 3 clusters Score -7436738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -7436735.500000 Penalty: 1090.832520
	Iteration 53Q: 3 clusters Score -7436736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -7436745.500000 Penalty: 1090.832520
	Iteration 54Q: 3 clusters Score -7436746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -7436737.000000 Penalty: 1090.832520
	Iteration 55Q: 3 clusters Score -7436737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -7436746.000000 Penalty: 1090.832520
	Iteration 56Q: 3 clusters Score -7436746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -7436742.000000 Penalty: 1090.832520
	Iteration 57Q: 3 clusters Score -7436742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -7436740.500000 Penalty: 1090.832520
	Iteration 58Q: 3 clusters Score -7436740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 160044 members 
Entering Unmasked Estep 
Score: -7436746.000000 Penalty: 1090.832520
	Iteration 59Q: 3 clusters Score -7436746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -7436743.000000 Penalty: 1090.832520
	Iteration 60F: 3 clusters Score -7436743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -7436748.500000 Penalty: 1090.832520
	Iteration 61Q: 3 clusters Score -7436748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -7436752.500000 Penalty: 1090.832520
	Iteration 62Q: 3 clusters Score -7436752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 160056 members 
Entering Unmasked Estep 
Score: -7436749.000000 Penalty: 1090.832520
	Iteration 63Q: 3 clusters Score -7436749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 160058 members 
Entering Unmasked Estep 
Score: -7436744.500000 Penalty: 1090.832520
	Iteration 64Q: 3 clusters Score -7436744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -7436744.500000 Penalty: 1090.832520
	Iteration 65Q: 3 clusters Score -7436744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -7436744.000000 Penalty: 1090.832520
	Iteration 66Q: 3 clusters Score -7436744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -7436742.500000 Penalty: 1090.832520
	Iteration 67Q: 3 clusters Score -7436742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -7436740.500000 Penalty: 1090.832520
	Iteration 68Q: 3 clusters Score -7436740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -7436741.500000 Penalty: 1090.832520
	Iteration 69Q: 3 clusters Score -7436742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -7436747.000000 Penalty: 1090.832520
	Iteration 70Q: 3 clusters Score -7436747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -7436747.000000 Penalty: 1090.832520
	Iteration 71Q: 3 clusters Score -7436747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 160065 members 
Entering Unmasked Estep 
Score: -7436746.000000 Penalty: 1090.832520
	Iteration 72Q: 3 clusters Score -7436746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -7436739.500000 Penalty: 1090.832520
	Iteration 73Q: 3 clusters Score -7436740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -7436744.500000 Penalty: 1090.832520
	Iteration 74Q: 3 clusters Score -7436744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -7436746.500000 Penalty: 1090.832520
	Iteration 75Q: 3 clusters Score -7436746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 160072 members 
Entering Unmasked Estep 
Score: -7436748.000000 Penalty: 1090.832520
	Iteration 76Q: 3 clusters Score -7436748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -7436749.000000 Penalty: 1090.832520
	Iteration 77Q: 3 clusters Score -7436749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -7436749.000000 Penalty: 1090.832520
	Iteration 78F: 3 clusters Score -7436749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -91405.171875 Penalty: 342.145996
	Iteration 0F: 2 clusters Score -91405.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -90047.078125 Penalty: 684.291992
	Iteration 0F: 3 clusters Score -90047.08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -90483.859375 Penalty: 684.291992
	Iteration 1F: 3 clusters Score -90483.86 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -90533.070312 Penalty: 684.291992
	Iteration 2F: 3 clusters Score -90533.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90567.351562 Penalty: 684.291992
	Iteration 3Q: 3 clusters Score -90567.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -90599.570312 Penalty: 684.291992
	Iteration 4Q: 3 clusters Score -90599.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -90628.906250 Penalty: 684.291992
	Iteration 5Q: 3 clusters Score -90628.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -90650.507812 Penalty: 684.291992
	Iteration 6Q: 3 clusters Score -90650.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90662.132812 Penalty: 684.291992
	Iteration 7Q: 3 clusters Score -90662.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -90671.976562 Penalty: 684.291992
	Iteration 8Q: 3 clusters Score -90671.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90684.257812 Penalty: 684.291992
	Iteration 9Q: 3 clusters Score -90684.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90707.671875 Penalty: 684.291992
	Iteration 10Q: 3 clusters Score -90707.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -90734.843750 Penalty: 684.291992
	Iteration 11Q: 3 clusters Score -90734.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -90768.992188 Penalty: 684.291992
	Iteration 12Q: 3 clusters Score -90768.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -90809.578125 Penalty: 684.291992
	Iteration 13Q: 3 clusters Score -90809.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -90841.101562 Penalty: 684.291992
	Iteration 14Q: 3 clusters Score -90841.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -90866.007812 Penalty: 684.291992
	Iteration 15Q: 3 clusters Score -90866.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -90893.585938 Penalty: 684.291992
	Iteration 16Q: 3 clusters Score -90893.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90916.046875 Penalty: 684.291992
	Iteration 17Q: 3 clusters Score -90916.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -90934.875000 Penalty: 684.291992
	Iteration 18Q: 3 clusters Score -90934.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -90940.906250 Penalty: 684.291992
	Iteration 19Q: 3 clusters Score -90940.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -90945.890625 Penalty: 684.291992
	Iteration 20F: 3 clusters Score -90945.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -90948.328125 Penalty: 684.291992
	Iteration 21Q: 3 clusters Score -90948.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90950.734375 Penalty: 684.291992
	Iteration 22Q: 3 clusters Score -90950.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -90951.257812 Penalty: 684.291992
	Iteration 23Q: 3 clusters Score -90951.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90952.234375 Penalty: 684.291992
	Iteration 24Q: 3 clusters Score -90952.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90952.742188 Penalty: 684.291992
	Iteration 25Q: 3 clusters Score -90952.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90953.039062 Penalty: 684.291992
	Iteration 26Q: 3 clusters Score -90953.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90954.281250 Penalty: 684.291992
	Iteration 27Q: 3 clusters Score -90954.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90955.468750 Penalty: 684.291992
	Iteration 28Q: 3 clusters Score -90955.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90956.382812 Penalty: 684.291992
	Iteration 29Q: 3 clusters Score -90956.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90957.968750 Penalty: 684.291992
	Iteration 30Q: 3 clusters Score -90957.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -90961.671875 Penalty: 684.291992
	Iteration 31Q: 3 clusters Score -90961.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -90963.726562 Penalty: 684.291992
	Iteration 32Q: 3 clusters Score -90963.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -90964.171875 Penalty: 684.291992
	Iteration 33Q: 3 clusters Score -90964.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -90965.093750 Penalty: 684.291992
	Iteration 34Q: 3 clusters Score -90965.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90965.695312 Penalty: 684.291992
	Iteration 35Q: 3 clusters Score -90965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90966.085938 Penalty: 684.291992
	Iteration 36Q: 3 clusters Score -90966.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90966.179688 Penalty: 684.291992
	Iteration 37Q: 3 clusters Score -90966.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90966.179688 Penalty: 684.291992
	Iteration 38F: 3 clusters Score -90966.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Entering Unmasked Estep 
Score: -2202244.500000 Penalty: 492.122101
	Iteration 0F: 2 clusters Score -2202244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2168771.250000 Penalty: 984.244202
	Iteration 0F: 3 clusters Score -2168771 nChanged 24061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2183771.750000 Penalty: 984.244202
	Iteration 1F: 3 clusters Score -2183772 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2185533.250000 Penalty: 984.244202
	Iteration 2F: 3 clusters Score -2185533 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2188207.250000 Penalty: 984.244202
	Iteration 3F: 3 clusters Score -2188207 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2191231.000000 Penalty: 984.244202
	Iteration 4F: 3 clusters Score -2191231 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2193870.750000 Penalty: 984.244202
	Iteration 5F: 3 clusters Score -2193871 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2196106.000000 Penalty: 984.244202
	Iteration 6F: 3 clusters Score -2196106 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2197934.750000 Penalty: 984.244202
	Iteration 7Q: 3 clusters Score -2197935 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2199381.000000 Penalty: 984.244202
	Iteration 8Q: 3 clusters Score -2199381 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2200436.000000 Penalty: 984.244202
	Iteration 9Q: 3 clusters Score -2200436 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2201134.500000 Penalty: 984.244202
	Iteration 10Q: 3 clusters Score -2201134 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2201532.250000 Penalty: 984.244202
	Iteration 11Q: 3 clusters Score -2201532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2201700.000000 Penalty: 984.244202
	Iteration 12Q: 3 clusters Score -2201700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2201752.250000 Penalty: 984.244202
	Iteration 13Q: 3 clusters Score -2201752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2201773.250000 Penalty: 984.244202
	Iteration 14Q: 3 clusters Score -2201773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2201792.250000 Penalty: 984.244202
	Iteration 15Q: 3 clusters Score -2201792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2201796.500000 Penalty: 984.244202
	Iteration 16Q: 3 clusters Score -2201796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2201796.250000 Penalty: 984.244202
	Iteration 17Q: 3 clusters Score -2201796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2201796.250000 Penalty: 984.244202
	Iteration 18F: 3 clusters Score -2201796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -63719.375000 Penalty: 330.385742
	Iteration 0F: 2 clusters Score -63719.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -62612.515625 Penalty: 660.771484
	Iteration 0F: 3 clusters Score -62612.52 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62961.859375 Penalty: 660.771484
	Iteration 1F: 3 clusters Score -62961.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -63004.164062 Penalty: 660.771484
	Iteration 2F: 3 clusters Score -63004.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -63034.113281 Penalty: 660.771484
	Iteration 3Q: 3 clusters Score -63034.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -63055.187500 Penalty: 660.771484
	Iteration 4Q: 3 clusters Score -63055.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63077.394531 Penalty: 660.771484
	Iteration 5Q: 3 clusters Score -63077.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63097.476562 Penalty: 660.771484
	Iteration 6Q: 3 clusters Score -63097.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63110.355469 Penalty: 660.771484
	Iteration 7Q: 3 clusters Score -63110.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -63124.273438 Penalty: 660.771484
	Iteration 8Q: 3 clusters Score -63124.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -63132.617188 Penalty: 660.771484
	Iteration 9Q: 3 clusters Score -63132.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -63139.953125 Penalty: 660.771484
	Iteration 10Q: 3 clusters Score -63139.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63145.617188 Penalty: 660.771484
	Iteration 11Q: 3 clusters Score -63145.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -63151.355469 Penalty: 660.771484
	Iteration 12Q: 3 clusters Score -63151.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63157.949219 Penalty: 660.771484
	Iteration 13Q: 3 clusters Score -63157.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -63169.371094 Penalty: 660.771484
	Iteration 14Q: 3 clusters Score -63169.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63183.859375 Penalty: 660.771484
	Iteration 15Q: 3 clusters Score -63183.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63199.218750 Penalty: 660.771484
	Iteration 16Q: 3 clusters Score -63199.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63210.992188 Penalty: 660.771484
	Iteration 17Q: 3 clusters Score -63210.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63222.011719 Penalty: 660.771484
	Iteration 18Q: 3 clusters Score -63222.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -63236.921875 Penalty: 660.771484
	Iteration 19Q: 3 clusters Score -63236.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -63251.847656 Penalty: 660.771484
	Iteration 20F: 3 clusters Score -63251.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63264.417969 Penalty: 660.771484
	Iteration 21Q: 3 clusters Score -63264.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -63273.449219 Penalty: 660.771484
	Iteration 22Q: 3 clusters Score -63273.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -63281.531250 Penalty: 660.771484
	Iteration 23Q: 3 clusters Score -63281.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -63286.472656 Penalty: 660.771484
	Iteration 24Q: 3 clusters Score -63286.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63291.046875 Penalty: 660.771484
	Iteration 25Q: 3 clusters Score -63291.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63296.265625 Penalty: 660.771484
	Iteration 26Q: 3 clusters Score -63296.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63298.425781 Penalty: 660.771484
	Iteration 27Q: 3 clusters Score -63298.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -63299.347656 Penalty: 660.771484
	Iteration 28Q: 3 clusters Score -63299.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63299.566406 Penalty: 660.771484
	Iteration 29Q: 3 clusters Score -63299.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63299.632812 Penalty: 660.771484
	Iteration 30Q: 3 clusters Score -63299.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -63299.632812 Penalty: 660.771484
	Iteration 31F: 3 clusters Score -63299.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -196010.375000 Penalty: 382.869659
	Iteration 0F: 2 clusters Score -196010.4 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 2267 members 
Entering Unmasked Estep 
Score: -193022.796875 Penalty: 765.739319
	Iteration 0F: 3 clusters Score -193022.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -194683.343750 Penalty: 765.739319
	Iteration 1F: 3 clusters Score -194683.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -195525.359375 Penalty: 765.739319
	Iteration 2F: 3 clusters Score -195525.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -196350.171875 Penalty: 765.739319
	Iteration 3F: 3 clusters Score -196350.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -196937.468750 Penalty: 765.739319
	Iteration 4F: 3 clusters Score -196937.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -197207.796875 Penalty: 765.739319
	Iteration 5F: 3 clusters Score -197207.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -197290.250000 Penalty: 765.739319
	Iteration 6Q: 3 clusters Score -197290.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -197313.750000 Penalty: 765.739319
	Iteration 7Q: 3 clusters Score -197313.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -197318.000000 Penalty: 765.739319
	Iteration 8Q: 3 clusters Score -197318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -197320.859375 Penalty: 765.739319
	Iteration 9Q: 3 clusters Score -197320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -197323.062500 Penalty: 765.739319
	Iteration 10Q: 3 clusters Score -197323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -197324.750000 Penalty: 765.739319
	Iteration 11Q: 3 clusters Score -197324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -197325.500000 Penalty: 765.739319
	Iteration 12Q: 3 clusters Score -197325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -197326.015625 Penalty: 765.739319
	Iteration 13Q: 3 clusters Score -197326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -197326.015625 Penalty: 765.739319
	Iteration 14F: 3 clusters Score -197326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 160680 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 19 contains 4288 members 
Mstep: Class 21 contains 147974 members 
Entering Unmasked Estep 
Score: -23229974.000000 Penalty: 11977.697266
Splitting cluster 18 changes total score from -23223584.000000 to -23229974.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (147974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147974 members 
Entering Unmasked Estep 
Score: -6937345.000000 Penalty: 541.668030
	Iteration 0F: 2 clusters Score -6937345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -6838477.500000 Penalty: 1083.336060
	Iteration 0F: 3 clusters Score -6838478 nChanged 72662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -6883687.000000 Penalty: 1083.336060
	Iteration 1F: 3 clusters Score -6883687 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -6887276.000000 Penalty: 1083.336060
	Iteration 2Q: 3 clusters Score -6887276 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -6894019.500000 Penalty: 1083.336060
	Iteration 3F: 3 clusters Score -6894020 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -6905223.500000 Penalty: 1083.336060
	Iteration 4F: 3 clusters Score -6905224 nChanged 13917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129397 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -6919204.000000 Penalty: 1083.336060
	Iteration 5F: 3 clusters Score -6919204 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -6930275.500000 Penalty: 1083.336060
	Iteration 6F: 3 clusters Score -6930276 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6935046.500000 Penalty: 1083.336060
	Iteration 7Q: 3 clusters Score -6935046 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147245 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6936388.500000 Penalty: 1083.336060
	Iteration 8Q: 3 clusters Score -6936388 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6936711.500000 Penalty: 1083.336060
	Iteration 9Q: 3 clusters Score -6936712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6936812.000000 Penalty: 1083.336060
	Iteration 10Q: 3 clusters Score -6936812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147887 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6936858.000000 Penalty: 1083.336060
	Iteration 11Q: 3 clusters Score -6936858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6936878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147892 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6936885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147892 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6936898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6936904.000000 Penalty: 1083.336060
	Iteration 15Q: 3 clusters Score -6936904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6936905.000000 Penalty: 1083.336060
	Iteration 16Q: 3 clusters Score -6936905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6936910.500000 Penalty: 1083.336060
	Iteration 17Q: 3 clusters Score -6936910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6936912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6936913.000000 Penalty: 1083.336060
	Iteration 19Q: 3 clusters Score -6936913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6936915.000000 Penalty: 1083.336060
	Iteration 20F: 3 clusters Score -6936915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6936920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
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	Iteration 22F: 3 clusters Score -6936920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 103428 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 1160 members 
Mstep: Class 8 contains 30449 members 
Mstep: Class 9 contains 866 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 14 contains 160680 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 49805 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 225 members 
Mstep: Class 21 contains 147974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -2.323069e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 103392 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 1155 members 
Mstep: Class 8 contains 30738 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 161948 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 49651 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 230 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 21 contains 146814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -2.323234e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 102876 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 31020 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 163000 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 49388 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 21 contains 145826 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 21 clusters Score -2.323275e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 102429 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 31295 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 163875 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 49201 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 4780 members 
Mstep: Class 21 contains 145025 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -2.323304e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 102078 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 31522 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 164576 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 49080 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 21 contains 144377 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -2.323303e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 101754 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 31694 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 165116 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 48981 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 21 contains 143924 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -2.323306e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 101474 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 31859 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 165512 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 48871 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 21 contains 143609 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -2.323317e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 101197 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 165826 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 48788 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 21 contains 143370 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -2.323313e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 100936 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 6 contains 2181 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2682 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 166004 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 48750 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 21 contains 143278 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -2.32331e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 100679 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32215 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 166082 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 48701 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 5344 members 
Mstep: Class 21 contains 143308 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -2.3233e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 100421 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32289 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 166139 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 48661 members 
Mstep: Class 17 contains 1032 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 5381 members 
Mstep: Class 21 contains 143410 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -2.323287e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 100180 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 2194 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32349 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 166113 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 48647 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 294 members 
Mstep: Class 19 contains 5422 members 
Mstep: Class 21 contains 143564 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -2.323272e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99982 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 2196 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32417 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 13 contains 3981 members 
Mstep: Class 14 contains 166040 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 295 members 
Mstep: Class 19 contains 5457 members 
Mstep: Class 21 contains 143742 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -2.323278e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99804 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32468 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2502 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 165924 members 
Mstep: Class 15 contains 2078 members 
Mstep: Class 16 contains 48636 members 
Mstep: Class 17 contains 982 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 21 contains 143913 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -2.32327e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99649 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32519 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 165744 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 48652 members 
Mstep: Class 17 contains 972 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 21 contains 144129 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -2.323265e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99516 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32569 members 
Mstep: Class 9 contains 880 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 165593 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 48664 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 5531 members 
Mstep: Class 21 contains 144329 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -2.323263e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99418 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32646 members 
Mstep: Class 9 contains 883 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 4001 members 
Mstep: Class 14 contains 165413 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 16 contains 48683 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 19 contains 5544 members 
Mstep: Class 21 contains 144507 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -2.323259e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99313 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 2212 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32721 members 
Mstep: Class 9 contains 883 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 165224 members 
Mstep: Class 15 contains 2075 members 
Mstep: Class 16 contains 48697 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 303 members 
Mstep: Class 19 contains 5561 members 
Mstep: Class 21 contains 144697 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -2.323256e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99213 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32800 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 165032 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 48714 members 
Mstep: Class 17 contains 906 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 5577 members 
Mstep: Class 21 contains 144866 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -2.323257e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99125 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32863 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 164850 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 48748 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 21 contains 145019 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -2.323254e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 99055 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32911 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 164662 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 48771 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 21 contains 145186 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -2.323253e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 98977 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32952 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 4110 members 
Mstep: Class 14 contains 164481 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 48797 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 5614 members 
Mstep: Class 21 contains 145366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232680.000000 Penalty: 11977.697266
Iteration 60F: 21 clusters Score -2.323268e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 412 members 
Mstep: Class 3 contains 98895 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 32999 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 164333 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 48814 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 318 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 21 contains 145519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232714.000000 Penalty: 11977.697266
Iteration 61Q: 21 clusters Score -2.323271e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98834 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33046 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 164175 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 17 contains 808 members 
Mstep: Class 18 contains 310 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 21 contains 145657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232768.000000 Penalty: 11977.697266
Iteration 62Q: 21 clusters Score -2.323277e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98777 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33091 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 164024 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 48861 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5655 members 
Mstep: Class 21 contains 145796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232862.000000 Penalty: 11977.697266
Iteration 63Q: 21 clusters Score -2.323286e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98728 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33134 members 
Mstep: Class 9 contains 899 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 163912 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 48877 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 21 contains 145889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232882.000000 Penalty: 11977.697266
Iteration 64Q: 21 clusters Score -2.323288e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98677 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33169 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 163800 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 48899 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 21 contains 145972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232860.000000 Penalty: 11977.697266
Iteration 65Q: 21 clusters Score -2.323286e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98651 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33205 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 163708 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 48914 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 21 contains 146021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232916.000000 Penalty: 11977.697266
Iteration 66Q: 21 clusters Score -2.323292e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98628 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33226 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 163641 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 48921 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 21 contains 146067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232952.000000 Penalty: 11977.697266
Iteration 67Q: 21 clusters Score -2.323295e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98612 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33241 members 
Mstep: Class 9 contains 909 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 163583 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 48931 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5696 members 
Mstep: Class 21 contains 146103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232960.000000 Penalty: 11977.697266
Iteration 68Q: 21 clusters Score -2.323296e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98600 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33249 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 163520 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 48934 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 21 contains 146144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232946.000000 Penalty: 11977.697266
Iteration 69Q: 21 clusters Score -2.323295e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98588 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 163489 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 48928 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5702 members 
Mstep: Class 21 contains 146169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232942.000000 Penalty: 11977.697266
Iteration 70Q: 21 clusters Score -2.323294e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98568 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33257 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 163484 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 48911 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5705 members 
Mstep: Class 21 contains 146190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233016.000000 Penalty: 11977.697266
Iteration 71Q: 21 clusters Score -2.323302e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98548 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 3102 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33257 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 163487 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 48904 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5708 members 
Mstep: Class 21 contains 146192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233068.000000 Penalty: 11977.697266
Iteration 72Q: 21 clusters Score -2.323307e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98527 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33253 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 163538 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 48895 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5711 members 
Mstep: Class 21 contains 146160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233108.000000 Penalty: 11977.697266
Iteration 73Q: 21 clusters Score -2.323311e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98509 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33247 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 163595 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 48883 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 21 contains 146132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233092.000000 Penalty: 11977.697266
Iteration 74Q: 21 clusters Score -2.323309e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98492 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33249 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2464 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163627 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 48869 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5721 members 
Mstep: Class 21 contains 146121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233088.000000 Penalty: 11977.697266
Iteration 75Q: 21 clusters Score -2.323309e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98470 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33246 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 163655 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 48860 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 21 contains 146118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233106.000000 Penalty: 11977.697266
Iteration 76Q: 21 clusters Score -2.323311e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98450 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33249 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 163653 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 48858 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 21 contains 146133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233182.000000 Penalty: 11977.697266
Iteration 77Q: 21 clusters Score -2.323318e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98434 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 3120 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33255 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 163663 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 21 contains 146135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233162.000000 Penalty: 11977.697266
Iteration 78Q: 21 clusters Score -2.323316e+07 nChanged 238
Entering ConstructFrom: 
Score: -23233162.000000 Penalty: 11977.697266
Entering ConstructFrom: 
Trying to split cluster 1 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -109297.937500 Penalty: 352.239777
	Iteration 0F: 2 clusters Score -109297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107683.351562 Penalty: 704.479553
	Iteration 0F: 3 clusters Score -107683.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -108173.554688 Penalty: 704.479553
	Iteration 1F: 3 clusters Score -108173.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -108220.218750 Penalty: 704.479553
	Iteration 2F: 3 clusters Score -108220.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -108263.812500 Penalty: 704.479553
	Iteration 3Q: 3 clusters Score -108263.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -108309.343750 Penalty: 704.479553
	Iteration 4Q: 3 clusters Score -108309.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -108367.007812 Penalty: 704.479553
	Iteration 5Q: 3 clusters Score -108367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -108422.429688 Penalty: 704.479553
	Iteration 6Q: 3 clusters Score -108422.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -108491.835938 Penalty: 704.479553
	Iteration 7Q: 3 clusters Score -108491.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -108571.718750 Penalty: 704.479553
	Iteration 8Q: 3 clusters Score -108571.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -108682.851562 Penalty: 704.479553
	Iteration 9F: 3 clusters Score -108682.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -108810.773438 Penalty: 704.479553
	Iteration 10F: 3 clusters Score -108810.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -108893.601562 Penalty: 704.479553
	Iteration 11Q: 3 clusters Score -108893.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -108941.578125 Penalty: 704.479553
	Iteration 12Q: 3 clusters Score -108941.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -108994.656250 Penalty: 704.479553
	Iteration 13Q: 3 clusters Score -108994.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -109041.140625 Penalty: 704.479553
	Iteration 14Q: 3 clusters Score -109041.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -109072.312500 Penalty: 704.479553
	Iteration 15Q: 3 clusters Score -109072.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -109082.375000 Penalty: 704.479553
	Iteration 16Q: 3 clusters Score -109082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -109091.117188 Penalty: 704.479553
	Iteration 17Q: 3 clusters Score -109091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -109095.531250 Penalty: 704.479553
	Iteration 18Q: 3 clusters Score -109095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -109096.062500 Penalty: 704.479553
	Iteration 19Q: 3 clusters Score -109096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -109096.062500 Penalty: 704.479553
	Iteration 20F: 3 clusters Score -109096.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -17104.044922 Penalty: 274.176910
	Iteration 0F: 2 clusters Score -17104.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16674.074219 Penalty: 548.353821
	Iteration 0F: 3 clusters Score -16674.07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16799.408203 Penalty: 548.353821
	Iteration 1F: 3 clusters Score -16799.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -16874.734375 Penalty: 548.353821
	Iteration 2F: 3 clusters Score -16874.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16984.943359 Penalty: 548.353821
	Iteration 3F: 3 clusters Score -16984.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17195.501953 Penalty: 548.353821
	Iteration 4F: 3 clusters Score -17195.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -17242.275391 Penalty: 548.353821
	Iteration 5F: 3 clusters Score -17242.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -17257.453125 Penalty: 548.353821
	Iteration 6Q: 3 clusters Score -17257.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17266.900391 Penalty: 548.353821
	Iteration 7Q: 3 clusters Score -17266.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17273.734375 Penalty: 548.353821
	Iteration 8Q: 3 clusters Score -17273.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -17279.000000 Penalty: 548.353821
	Iteration 9Q: 3 clusters Score -17279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -17280.707031 Penalty: 548.353821
	Iteration 10Q: 3 clusters Score -17280.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17281.773438 Penalty: 548.353821
	Iteration 11Q: 3 clusters Score -17281.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17281.773438 Penalty: 548.353821
	Iteration 12F: 3 clusters Score -17281.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 48 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 366 members 
Mstep: Class 21 contains 146122 members 
Entering Unmasked Estep 
Score: -23232990.000000 Penalty: 12576.582031
Splitting cluster 2 changes total score from -23233162.000000 to -23232990.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (98420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Entering Unmasked Estep 
Score: -4621730.500000 Penalty: 523.113464
	Iteration 0F: 2 clusters Score -4621730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -4556224.500000 Penalty: 1046.226929
	Iteration 0F: 3 clusters Score -4556224 nChanged 47919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -4585315.000000 Penalty: 1046.226929
	Iteration 1F: 3 clusters Score -4585315 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -4586878.000000 Penalty: 1046.226929
	Iteration 2Q: 3 clusters Score -4586878 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -4589974.500000 Penalty: 1046.226929
	Iteration 3F: 3 clusters Score -4589974 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -4595288.500000 Penalty: 1046.226929
	Iteration 4F: 3 clusters Score -4595288 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -4603213.500000 Penalty: 1046.226929
	Iteration 5F: 3 clusters Score -4603214 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -4611717.500000 Penalty: 1046.226929
	Iteration 6F: 3 clusters Score -4611718 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -4617532.500000 Penalty: 1046.226929
	Iteration 7F: 3 clusters Score -4617532 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -4620125.000000 Penalty: 1046.226929
	Iteration 8Q: 3 clusters Score -4620125 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -4620934.000000 Penalty: 1046.226929
	Iteration 9Q: 3 clusters Score -4620934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -4621152.500000 Penalty: 1046.226929
	Iteration 10Q: 3 clusters Score -4621152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -4621215.000000 Penalty: 1046.226929
	Iteration 11Q: 3 clusters Score -4621215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -4621245.000000 Penalty: 1046.226929
	Iteration 12Q: 3 clusters Score -4621245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 98381 members 
Entering Unmasked Estep 
Score: -4621246.500000 Penalty: 1046.226929
	Iteration 13Q: 3 clusters Score -4621246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -4621248.000000 Penalty: 1046.226929
	Iteration 14Q: 3 clusters Score -4621248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -4621248.000000 Penalty: 1046.226929
	Iteration 15F: 3 clusters Score -4621248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -138449.500000 Penalty: 360.889801
	Iteration 0F: 2 clusters Score -138449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -136508.968750 Penalty: 721.779602
	Iteration 0F: 3 clusters Score -136509 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -137144.437500 Penalty: 721.779602
	Iteration 1F: 3 clusters Score -137144.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -137235.687500 Penalty: 721.779602
	Iteration 2F: 3 clusters Score -137235.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -137342.000000 Penalty: 721.779602
	Iteration 3F: 3 clusters Score -137342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -137450.125000 Penalty: 721.779602
	Iteration 4F: 3 clusters Score -137450.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -137601.046875 Penalty: 721.779602
	Iteration 5F: 3 clusters Score -137601 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137793.921875 Penalty: 721.779602
	Iteration 6F: 3 clusters Score -137793.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137919.734375 Penalty: 721.779602
	Iteration 7F: 3 clusters Score -137919.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137999.312500 Penalty: 721.779602
	Iteration 8Q: 3 clusters Score -137999.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138040.828125 Penalty: 721.779602
	Iteration 9Q: 3 clusters Score -138040.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138063.031250 Penalty: 721.779602
	Iteration 10Q: 3 clusters Score -138063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -138081.187500 Penalty: 721.779602
	Iteration 11Q: 3 clusters Score -138081.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138098.265625 Penalty: 721.779602
	Iteration 12Q: 3 clusters Score -138098.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138110.250000 Penalty: 721.779602
	Iteration 13Q: 3 clusters Score -138110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -138117.406250 Penalty: 721.779602
	Iteration 14Q: 3 clusters Score -138117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138122.093750 Penalty: 721.779602
	Iteration 15Q: 3 clusters Score -138122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138126.843750 Penalty: 721.779602
	Iteration 16Q: 3 clusters Score -138126.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138130.421875 Penalty: 721.779602
	Iteration 17Q: 3 clusters Score -138130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138134.984375 Penalty: 721.779602
	Iteration 18Q: 3 clusters Score -138135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -138138.718750 Penalty: 721.779602
	Iteration 19Q: 3 clusters Score -138138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -138141.281250 Penalty: 721.779602
	Iteration 20F: 3 clusters Score -138141.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138143.921875 Penalty: 721.779602
	Iteration 21Q: 3 clusters Score -138143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -138144.984375 Penalty: 721.779602
	Iteration 22Q: 3 clusters Score -138145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138145.531250 Penalty: 721.779602
	Iteration 23Q: 3 clusters Score -138145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138145.468750 Penalty: 721.779602
	Iteration 24Q: 3 clusters Score -138145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138145.796875 Penalty: 721.779602
	Iteration 25Q: 3 clusters Score -138145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138146.140625 Penalty: 721.779602
	Iteration 26Q: 3 clusters Score -138146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138146.437500 Penalty: 721.779602
	Iteration 27Q: 3 clusters Score -138146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138147.609375 Penalty: 721.779602
	Iteration 28Q: 3 clusters Score -138147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138148.046875 Penalty: 721.779602
	Iteration 29Q: 3 clusters Score -138148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138148.921875 Penalty: 721.779602
	Iteration 30Q: 3 clusters Score -138148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138149.015625 Penalty: 721.779602
	Iteration 31Q: 3 clusters Score -138149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138149.015625 Penalty: 721.779602
	Iteration 32F: 3 clusters Score -138149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Entering Unmasked Estep 
Score: -139622.375000 Penalty: 366.132538
	Iteration 0F: 2 clusters Score -139622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -137471.093750 Penalty: 732.265076
	Iteration 0F: 3 clusters Score -137471.1 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -138198.546875 Penalty: 732.265076
	Iteration 1F: 3 clusters Score -138198.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -138299.828125 Penalty: 732.265076
	Iteration 2F: 3 clusters Score -138299.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -138418.828125 Penalty: 732.265076
	Iteration 3F: 3 clusters Score -138418.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -138545.078125 Penalty: 732.265076
	Iteration 4F: 3 clusters Score -138545.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -138692.703125 Penalty: 732.265076
	Iteration 5F: 3 clusters Score -138692.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -138856.843750 Penalty: 732.265076
	Iteration 6F: 3 clusters Score -138856.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -139014.515625 Penalty: 732.265076
	Iteration 7F: 3 clusters Score -139014.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -139094.343750 Penalty: 732.265076
	Iteration 8Q: 3 clusters Score -139094.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -139143.734375 Penalty: 732.265076
	Iteration 9Q: 3 clusters Score -139143.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -139182.968750 Penalty: 732.265076
	Iteration 10Q: 3 clusters Score -139183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -139220.421875 Penalty: 732.265076
	Iteration 11Q: 3 clusters Score -139220.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -139263.921875 Penalty: 732.265076
	Iteration 12Q: 3 clusters Score -139263.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -139305.906250 Penalty: 732.265076
	Iteration 13Q: 3 clusters Score -139305.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -139364.453125 Penalty: 732.265076
	Iteration 14Q: 3 clusters Score -139364.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -139424.078125 Penalty: 732.265076
	Iteration 15Q: 3 clusters Score -139424.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -139483.093750 Penalty: 732.265076
	Iteration 16Q: 3 clusters Score -139483.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -139530.406250 Penalty: 732.265076
	Iteration 17Q: 3 clusters Score -139530.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -139572.328125 Penalty: 732.265076
	Iteration 18Q: 3 clusters Score -139572.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -139611.953125 Penalty: 732.265076
	Iteration 19Q: 3 clusters Score -139612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -139648.328125 Penalty: 732.265076
	Iteration 20F: 3 clusters Score -139648.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -139663.859375 Penalty: 732.265076
	Iteration 21Q: 3 clusters Score -139663.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -139675.656250 Penalty: 732.265076
	Iteration 22Q: 3 clusters Score -139675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -139687.406250 Penalty: 732.265076
	Iteration 23Q: 3 clusters Score -139687.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -139692.250000 Penalty: 732.265076
	Iteration 24Q: 3 clusters Score -139692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -139693.421875 Penalty: 732.265076
	Iteration 25Q: 3 clusters Score -139693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -139694.781250 Penalty: 732.265076
	Iteration 26Q: 3 clusters Score -139694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -139696.875000 Penalty: 732.265076
	Iteration 27Q: 3 clusters Score -139696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -139697.562500 Penalty: 732.265076
	Iteration 28Q: 3 clusters Score -139697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -139698.812500 Penalty: 732.265076
	Iteration 29Q: 3 clusters Score -139698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -139699.203125 Penalty: 732.265076
	Iteration 30Q: 3 clusters Score -139699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -139699.296875 Penalty: 732.265076
	Iteration 31Q: 3 clusters Score -139699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -139699.656250 Penalty: 732.265076
	Iteration 32Q: 3 clusters Score -139699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -139699.843750 Penalty: 732.265076
	Iteration 33Q: 3 clusters Score -139699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -139700.250000 Penalty: 732.265076
	Iteration 34Q: 3 clusters Score -139700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -139700.281250 Penalty: 732.265076
	Iteration 35Q: 3 clusters Score -139700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -139700.656250 Penalty: 732.265076
	Iteration 36Q: 3 clusters Score -139700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -139700.656250 Penalty: 732.265076
	Iteration 37F: 3 clusters Score -139700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 1514 members 
Mstep: Class 21 contains 146122 members 
Entering Unmasked Estep 
Score: -23232942.000000 Penalty: 12576.582031
Splitting cluster 5 changes total score from -23233162.000000 to -23232942.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -95585.648438 Penalty: 350.834717
	Iteration 0F: 2 clusters Score -95585.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93982.195312 Penalty: 701.669434
	Iteration 0F: 3 clusters Score -93982.2 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -94529.429688 Penalty: 701.669434
	Iteration 1F: 3 clusters Score -94529.43 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -94633.265625 Penalty: 701.669434
	Iteration 2F: 3 clusters Score -94633.27 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -94712.492188 Penalty: 701.669434
	Iteration 3F: 3 clusters Score -94712.49 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -94769.703125 Penalty: 701.669434
	Iteration 4Q: 3 clusters Score -94769.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -94823.718750 Penalty: 701.669434
	Iteration 5Q: 3 clusters Score -94823.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -94880.398438 Penalty: 701.669434
	Iteration 6Q: 3 clusters Score -94880.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -94940.437500 Penalty: 701.669434
	Iteration 7Q: 3 clusters Score -94940.44 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -94994.789062 Penalty: 701.669434
	Iteration 8Q: 3 clusters Score -94994.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -95054.843750 Penalty: 701.669434
	Iteration 9Q: 3 clusters Score -95054.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -95106.343750 Penalty: 701.669434
	Iteration 10Q: 3 clusters Score -95106.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -95142.765625 Penalty: 701.669434
	Iteration 11Q: 3 clusters Score -95142.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -95172.164062 Penalty: 701.669434
	Iteration 12Q: 3 clusters Score -95172.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -95197.250000 Penalty: 701.669434
	Iteration 13Q: 3 clusters Score -95197.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -95213.007812 Penalty: 701.669434
	Iteration 14Q: 3 clusters Score -95213.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -95225.546875 Penalty: 701.669434
	Iteration 15Q: 3 clusters Score -95225.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -95240.093750 Penalty: 701.669434
	Iteration 16Q: 3 clusters Score -95240.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -95252.359375 Penalty: 701.669434
	Iteration 17Q: 3 clusters Score -95252.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -95265.554688 Penalty: 701.669434
	Iteration 18Q: 3 clusters Score -95265.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -95285.273438 Penalty: 701.669434
	Iteration 19Q: 3 clusters Score -95285.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -95299.679688 Penalty: 701.669434
	Iteration 20F: 3 clusters Score -95299.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -95324.984375 Penalty: 701.669434
	Iteration 21Q: 3 clusters Score -95324.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -95338.984375 Penalty: 701.669434
	Iteration 22Q: 3 clusters Score -95338.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -95349.789062 Penalty: 701.669434
	Iteration 23Q: 3 clusters Score -95349.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -95358.031250 Penalty: 701.669434
	Iteration 24Q: 3 clusters Score -95358.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -95368.531250 Penalty: 701.669434
	Iteration 25Q: 3 clusters Score -95368.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -95379.437500 Penalty: 701.669434
	Iteration 26Q: 3 clusters Score -95379.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -95384.085938 Penalty: 701.669434
	Iteration 27Q: 3 clusters Score -95384.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -95387.273438 Penalty: 701.669434
	Iteration 28Q: 3 clusters Score -95387.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -95390.078125 Penalty: 701.669434
	Iteration 29Q: 3 clusters Score -95390.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -95392.679688 Penalty: 701.669434
	Iteration 30Q: 3 clusters Score -95392.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -95394.093750 Penalty: 701.669434
	Iteration 31Q: 3 clusters Score -95394.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -95395.445312 Penalty: 701.669434
	Iteration 32Q: 3 clusters Score -95395.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -95396.414062 Penalty: 701.669434
	Iteration 33Q: 3 clusters Score -95396.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -95396.414062 Penalty: 701.669434
	Iteration 34F: 3 clusters Score -95396.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -44177.425781 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -44177.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -43340.121094 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -43340.12 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -43949.597656 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -43949.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44307.152344 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -44307.15 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -44638.808594 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -44638.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44847.687500 Penalty: 641.561157
	Iteration 4F: 3 clusters Score -44847.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -44940.078125 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -44940.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45025.277344 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -45025.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45061.039062 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -45061.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45067.347656 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -45067.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45068.453125 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -45068.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45068.664062 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -45068.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45068.664062 Penalty: 641.561157
	Iteration 11F: 3 clusters Score -45068.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 146122 members 
Entering Unmasked Estep 
Score: -23233746.000000 Penalty: 12576.582031
Splitting cluster 7 changes total score from -23233162.000000 to -23233746.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (33258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Entering Unmasked Estep 
Score: -1582108.125000 Penalty: 473.748291
	Iteration 0F: 2 clusters Score -1582108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1559928.500000 Penalty: 947.496582
	Iteration 0F: 3 clusters Score -1559928 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1569539.750000 Penalty: 947.496582
	Iteration 1F: 3 clusters Score -1569540 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1570387.375000 Penalty: 947.496582
	Iteration 2F: 3 clusters Score -1570387 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -1571674.250000 Penalty: 947.496582
	Iteration 3F: 3 clusters Score -1571674 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1573441.250000 Penalty: 947.496582
	Iteration 4F: 3 clusters Score -1573441 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -1575483.875000 Penalty: 947.496582
	Iteration 5F: 3 clusters Score -1575484 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -1577509.250000 Penalty: 947.496582
	Iteration 6F: 3 clusters Score -1577509 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -1579302.625000 Penalty: 947.496582
	Iteration 7F: 3 clusters Score -1579303 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -1580501.625000 Penalty: 947.496582
	Iteration 8Q: 3 clusters Score -1580502 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -1581155.625000 Penalty: 947.496582
	Iteration 9Q: 3 clusters Score -1581156 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -1581449.375000 Penalty: 947.496582
	Iteration 10Q: 3 clusters Score -1581449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -1581559.625000 Penalty: 947.496582
	Iteration 11Q: 3 clusters Score -1581560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -1581609.000000 Penalty: 947.496582
	Iteration 12Q: 3 clusters Score -1581609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -1581653.625000 Penalty: 947.496582
	Iteration 13Q: 3 clusters Score -1581654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -1581684.750000 Penalty: 947.496582
	Iteration 14Q: 3 clusters Score -1581685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -1581707.375000 Penalty: 947.496582
	Iteration 15Q: 3 clusters Score -1581707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -1581713.750000 Penalty: 947.496582
	Iteration 16Q: 3 clusters Score -1581714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -1581715.000000 Penalty: 947.496582
	Iteration 17Q: 3 clusters Score -1581715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -1581715.250000 Penalty: 947.496582
	Iteration 18Q: 3 clusters Score -1581715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -1581716.125000 Penalty: 947.496582
	Iteration 19Q: 3 clusters Score -1581716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -1581717.375000 Penalty: 947.496582
	Iteration 20F: 3 clusters Score -1581717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -1581718.375000 Penalty: 947.496582
	Iteration 21Q: 3 clusters Score -1581718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -1581719.500000 Penalty: 947.496582
	Iteration 22Q: 3 clusters Score -1581720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -1581719.500000 Penalty: 947.496582
	Iteration 23F: 3 clusters Score -1581720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -37989.390625 Penalty: 310.310760
	Iteration 0F: 2 clusters Score -37989.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -37234.753906 Penalty: 620.621521
	Iteration 0F: 3 clusters Score -37234.75 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37455.687500 Penalty: 620.621521
	Iteration 1F: 3 clusters Score -37455.69 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -37569.324219 Penalty: 620.621521
	Iteration 2F: 3 clusters Score -37569.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -37644.355469 Penalty: 620.621521
	Iteration 3F: 3 clusters Score -37644.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37700.761719 Penalty: 620.621521
	Iteration 4F: 3 clusters Score -37700.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37749.039062 Penalty: 620.621521
	Iteration 5F: 3 clusters Score -37749.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -37777.542969 Penalty: 620.621521
	Iteration 6Q: 3 clusters Score -37777.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -37798.015625 Penalty: 620.621521
	Iteration 7Q: 3 clusters Score -37798.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -37812.390625 Penalty: 620.621521
	Iteration 8Q: 3 clusters Score -37812.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -37819.214844 Penalty: 620.621521
	Iteration 9Q: 3 clusters Score -37819.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -37826.390625 Penalty: 620.621521
	Iteration 10Q: 3 clusters Score -37826.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -37832.566406 Penalty: 620.621521
	Iteration 11Q: 3 clusters Score -37832.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -37838.855469 Penalty: 620.621521
	Iteration 12Q: 3 clusters Score -37838.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -37842.328125 Penalty: 620.621521
	Iteration 13Q: 3 clusters Score -37842.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37847.480469 Penalty: 620.621521
	Iteration 14Q: 3 clusters Score -37847.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -37850.179688 Penalty: 620.621521
	Iteration 15Q: 3 clusters Score -37850.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37851.234375 Penalty: 620.621521
	Iteration 16Q: 3 clusters Score -37851.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37851.832031 Penalty: 620.621521
	Iteration 17Q: 3 clusters Score -37851.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -37852.433594 Penalty: 620.621521
	Iteration 18Q: 3 clusters Score -37852.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -37852.433594 Penalty: 620.621521
	Iteration 19F: 3 clusters Score -37852.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -41190.921875 Penalty: 315.337524
	Iteration 0F: 2 clusters Score -41190.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -40393.777344 Penalty: 630.675049
	Iteration 0F: 3 clusters Score -40393.78 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -40763.914062 Penalty: 630.675049
	Iteration 1F: 3 clusters Score -40763.91 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -41058.277344 Penalty: 630.675049
	Iteration 2F: 3 clusters Score -41058.28 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -41181.777344 Penalty: 630.675049
	Iteration 3F: 3 clusters Score -41181.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -41284.714844 Penalty: 630.675049
	Iteration 4F: 3 clusters Score -41284.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -41376.085938 Penalty: 630.675049
	Iteration 5F: 3 clusters Score -41376.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -41400.308594 Penalty: 630.675049
	Iteration 6Q: 3 clusters Score -41400.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -41409.507812 Penalty: 630.675049
	Iteration 7Q: 3 clusters Score -41409.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -41420.882812 Penalty: 630.675049
	Iteration 8Q: 3 clusters Score -41420.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -41426.906250 Penalty: 630.675049
	Iteration 9Q: 3 clusters Score -41426.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -41431.109375 Penalty: 630.675049
	Iteration 10Q: 3 clusters Score -41431.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -41441.332031 Penalty: 630.675049
	Iteration 11Q: 3 clusters Score -41441.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -41452.335938 Penalty: 630.675049
	Iteration 12Q: 3 clusters Score -41452.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -41477.878906 Penalty: 630.675049
	Iteration 13Q: 3 clusters Score -41477.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -41515.128906 Penalty: 630.675049
	Iteration 14Q: 3 clusters Score -41515.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -41599.558594 Penalty: 630.675049
	Iteration 15Q: 3 clusters Score -41599.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -41643.101562 Penalty: 630.675049
	Iteration 16Q: 3 clusters Score -41643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -41652.296875 Penalty: 630.675049
	Iteration 17Q: 3 clusters Score -41652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -41652.296875 Penalty: 630.675049
	Iteration 18F: 3 clusters Score -41652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 608 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 146122 members 
Mstep: Class 22 contains 888 members 
Entering Unmasked Estep 
Score: -23233910.000000 Penalty: 13175.466797
Splitting cluster 10 changes total score from -23233162.000000 to -23233910.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -25141.921875 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -25141.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24581.529297 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -24581.53 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24764.828125 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -24764.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24891.662109 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -24891.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25061.521484 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -25061.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25352.109375 Penalty: 583.325928
	Iteration 4F: 3 clusters Score -25352.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25856.988281 Penalty: 583.325928
	Iteration 5F: 3 clusters Score -25856.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26058.498047 Penalty: 583.325928
	Iteration 6F: 3 clusters Score -26058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26153.308594 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -26153.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26323.783203 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -26323.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26395.193359 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -26395.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26395.193359 Penalty: 583.325928
	Iteration 10F: 3 clusters Score -26395.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 203 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 146122 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 405 members 
Entering Unmasked Estep 
Score: -23234874.000000 Penalty: 13774.352539
Splitting cluster 11 changes total score from -23233162.000000 to -23234874.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -123571.078125 Penalty: 355.683624
	Iteration 0F: 2 clusters Score -123571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -121839.726562 Penalty: 711.367249
	Iteration 0F: 3 clusters Score -121839.7 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -122455.929688 Penalty: 711.367249
	Iteration 1F: 3 clusters Score -122455.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122566.437500 Penalty: 711.367249
	Iteration 2F: 3 clusters Score -122566.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122668.218750 Penalty: 711.367249
	Iteration 3F: 3 clusters Score -122668.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122800.671875 Penalty: 711.367249
	Iteration 4F: 3 clusters Score -122800.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122942.718750 Penalty: 711.367249
	Iteration 5F: 3 clusters Score -122942.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -123060.921875 Penalty: 711.367249
	Iteration 6Q: 3 clusters Score -123060.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -123156.031250 Penalty: 711.367249
	Iteration 7Q: 3 clusters Score -123156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -123213.781250 Penalty: 711.367249
	Iteration 8Q: 3 clusters Score -123213.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -123248.617188 Penalty: 711.367249
	Iteration 9Q: 3 clusters Score -123248.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -123260.875000 Penalty: 711.367249
	Iteration 10Q: 3 clusters Score -123260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -123264.414062 Penalty: 711.367249
	Iteration 11Q: 3 clusters Score -123264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -123266.843750 Penalty: 711.367249
	Iteration 12Q: 3 clusters Score -123266.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -123266.843750 Penalty: 711.367249
	Iteration 13F: 3 clusters Score -123266.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -184388.578125 Penalty: 380.212585
	Iteration 0F: 2 clusters Score -184388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -181475.343750 Penalty: 760.425171
	Iteration 0F: 3 clusters Score -181475.3 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -182584.281250 Penalty: 760.425171
	Iteration 1F: 3 clusters Score -182584.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -182772.656250 Penalty: 760.425171
	Iteration 2F: 3 clusters Score -182772.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -183027.968750 Penalty: 760.425171
	Iteration 3F: 3 clusters Score -183028 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -183318.640625 Penalty: 760.425171
	Iteration 4F: 3 clusters Score -183318.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183582.156250 Penalty: 760.425171
	Iteration 5F: 3 clusters Score -183582.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -183736.937500 Penalty: 760.425171
	Iteration 6Q: 3 clusters Score -183736.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -183826.218750 Penalty: 760.425171
	Iteration 7Q: 3 clusters Score -183826.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -183882.640625 Penalty: 760.425171
	Iteration 8Q: 3 clusters Score -183882.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -183918.015625 Penalty: 760.425171
	Iteration 9Q: 3 clusters Score -183918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -183942.781250 Penalty: 760.425171
	Iteration 10Q: 3 clusters Score -183942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -183959.578125 Penalty: 760.425171
	Iteration 11Q: 3 clusters Score -183959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -183968.953125 Penalty: 760.425171
	Iteration 12Q: 3 clusters Score -183969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -183980.328125 Penalty: 760.425171
	Iteration 13Q: 3 clusters Score -183980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -183991.203125 Penalty: 760.425171
	Iteration 14Q: 3 clusters Score -183991.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -184001.421875 Penalty: 760.425171
	Iteration 15Q: 3 clusters Score -184001.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -184007.812500 Penalty: 760.425171
	Iteration 16Q: 3 clusters Score -184007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -184015.312500 Penalty: 760.425171
	Iteration 17Q: 3 clusters Score -184015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -184021.156250 Penalty: 760.425171
	Iteration 18Q: 3 clusters Score -184021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -184027.250000 Penalty: 760.425171
	Iteration 19Q: 3 clusters Score -184027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -184028.390625 Penalty: 760.425171
	Iteration 20F: 3 clusters Score -184028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -184030.750000 Penalty: 760.425171
	Iteration 21Q: 3 clusters Score -184030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -184034.171875 Penalty: 760.425171
	Iteration 22Q: 3 clusters Score -184034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -184038.078125 Penalty: 760.425171
	Iteration 23Q: 3 clusters Score -184038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -184039.062500 Penalty: 760.425171
	Iteration 24Q: 3 clusters Score -184039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -184040.703125 Penalty: 760.425171
	Iteration 25Q: 3 clusters Score -184040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -184042.453125 Penalty: 760.425171
	Iteration 26Q: 3 clusters Score -184042.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -184044.609375 Penalty: 760.425171
	Iteration 27Q: 3 clusters Score -184044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -184047.296875 Penalty: 760.425171
	Iteration 28Q: 3 clusters Score -184047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -184048.687500 Penalty: 760.425171
	Iteration 29Q: 3 clusters Score -184048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -184051.718750 Penalty: 760.425171
	Iteration 30Q: 3 clusters Score -184051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -184054.953125 Penalty: 760.425171
	Iteration 31Q: 3 clusters Score -184055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -184057.265625 Penalty: 760.425171
	Iteration 32Q: 3 clusters Score -184057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -184058.656250 Penalty: 760.425171
	Iteration 33Q: 3 clusters Score -184058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -184059.171875 Penalty: 760.425171
	Iteration 34Q: 3 clusters Score -184059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -184059.437500 Penalty: 760.425171
	Iteration 35Q: 3 clusters Score -184059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -184059.671875 Penalty: 760.425171
	Iteration 36Q: 3 clusters Score -184059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -184059.671875 Penalty: 760.425171
	Iteration 37F: 3 clusters Score -184059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (163691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Entering Unmasked Estep 
Score: -7569383.500000 Penalty: 546.260986
	Iteration 0F: 2 clusters Score -7569384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -7461635.500000 Penalty: 1092.521973
	Iteration 0F: 3 clusters Score -7461636 nChanged 80195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -7510146.500000 Penalty: 1092.521973
	Iteration 1F: 3 clusters Score -7510146 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -7511851.500000 Penalty: 1092.521973
	Iteration 2Q: 3 clusters Score -7511852 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -7514581.500000 Penalty: 1092.521973
	Iteration 3Q: 3 clusters Score -7514582 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -7519243.500000 Penalty: 1092.521973
	Iteration 4F: 3 clusters Score -7519244 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -7526946.000000 Penalty: 1092.521973
	Iteration 5F: 3 clusters Score -7526946 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -7538107.500000 Penalty: 1092.521973
	Iteration 6F: 3 clusters Score -7538108 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -7547589.500000 Penalty: 1092.521973
	Iteration 7F: 3 clusters Score -7547590 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -7551405.000000 Penalty: 1092.521973
	Iteration 8Q: 3 clusters Score -7551405 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -7552512.500000 Penalty: 1092.521973
	Iteration 9Q: 3 clusters Score -7552512 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -7553066.500000 Penalty: 1092.521973
	Iteration 10Q: 3 clusters Score -7553066 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -7553531.000000 Penalty: 1092.521973
	Iteration 11Q: 3 clusters Score -7553531 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -7554030.000000 Penalty: 1092.521973
	Iteration 12Q: 3 clusters Score -7554030 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -7554411.500000 Penalty: 1092.521973
	Iteration 13Q: 3 clusters Score -7554412 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -7554734.500000 Penalty: 1092.521973
	Iteration 14Q: 3 clusters Score -7554734 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109536 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -7554976.500000 Penalty: 1092.521973
	Iteration 15Q: 3 clusters Score -7554976 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110807 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7555260.000000 Penalty: 1092.521973
	Iteration 16Q: 3 clusters Score -7555260 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -7555501.500000 Penalty: 1092.521973
	Iteration 17Q: 3 clusters Score -7555502 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -7555730.000000 Penalty: 1092.521973
	Iteration 18Q: 3 clusters Score -7555730 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -7555915.500000 Penalty: 1092.521973
	Iteration 19Q: 3 clusters Score -7555916 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115612 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -7556098.000000 Penalty: 1092.521973
	Iteration 20F: 3 clusters Score -7556098 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116896 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -7556252.000000 Penalty: 1092.521973
	Iteration 21Q: 3 clusters Score -7556252 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -7556405.000000 Penalty: 1092.521973
	Iteration 22Q: 3 clusters Score -7556405 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -7556560.000000 Penalty: 1092.521973
	Iteration 23Q: 3 clusters Score -7556560 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -7556706.500000 Penalty: 1092.521973
	Iteration 24Q: 3 clusters Score -7556706 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121681 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7556902.500000 Penalty: 1092.521973
	Iteration 25Q: 3 clusters Score -7556902 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7557046.000000 Penalty: 1092.521973
	Iteration 26Q: 3 clusters Score -7557046 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7557295.000000 Penalty: 1092.521973
	Iteration 27Q: 3 clusters Score -7557295 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7557533.500000 Penalty: 1092.521973
	Iteration 28Q: 3 clusters Score -7557534 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127404 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7557802.000000 Penalty: 1092.521973
	Iteration 29Q: 3 clusters Score -7557802 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129037 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7558077.500000 Penalty: 1092.521973
	Iteration 30Q: 3 clusters Score -7558078 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130749 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7558508.500000 Penalty: 1092.521973
	Iteration 31Q: 3 clusters Score -7558508 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7558919.500000 Penalty: 1092.521973
	Iteration 32Q: 3 clusters Score -7558920 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134555 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -7559459.000000 Penalty: 1092.521973
	Iteration 33Q: 3 clusters Score -7559459 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7559907.000000 Penalty: 1092.521973
	Iteration 34Q: 3 clusters Score -7559907 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -7560473.000000 Penalty: 1092.521973
	Iteration 35Q: 3 clusters Score -7560473 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7561120.000000 Penalty: 1092.521973
	Iteration 36Q: 3 clusters Score -7561120 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -7561866.000000 Penalty: 1092.521973
	Iteration 37Q: 3 clusters Score -7561866 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145713 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -7562637.000000 Penalty: 1092.521973
	Iteration 38Q: 3 clusters Score -7562637 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -7563517.000000 Penalty: 1092.521973
	Iteration 39Q: 3 clusters Score -7563517 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150698 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -7564425.000000 Penalty: 1092.521973
	Iteration 40F: 3 clusters Score -7564425 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7565334.500000 Penalty: 1092.521973
	Iteration 41Q: 3 clusters Score -7565334 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7566211.000000 Penalty: 1092.521973
	Iteration 42Q: 3 clusters Score -7566211 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -7566812.000000 Penalty: 1092.521973
	Iteration 43Q: 3 clusters Score -7566812 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7567375.500000 Penalty: 1092.521973
	Iteration 44Q: 3 clusters Score -7567376 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -7567840.500000 Penalty: 1092.521973
	Iteration 45Q: 3 clusters Score -7567840 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7568178.500000 Penalty: 1092.521973
	Iteration 46Q: 3 clusters Score -7568178 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7568403.000000 Penalty: 1092.521973
	Iteration 47Q: 3 clusters Score -7568403 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7568562.500000 Penalty: 1092.521973
	Iteration 48Q: 3 clusters Score -7568562 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7568692.000000 Penalty: 1092.521973
	Iteration 49Q: 3 clusters Score -7568692 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7568772.500000 Penalty: 1092.521973
	Iteration 50Q: 3 clusters Score -7568772 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7568802.000000 Penalty: 1092.521973
	Iteration 51Q: 3 clusters Score -7568802 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163025 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7568845.000000 Penalty: 1092.521973
	Iteration 52Q: 3 clusters Score -7568845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7568846.000000 Penalty: 1092.521973
	Iteration 53Q: 3 clusters Score -7568846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7568863.000000 Penalty: 1092.521973
	Iteration 54Q: 3 clusters Score -7568863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163259 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7568885.500000 Penalty: 1092.521973
	Iteration 55Q: 3 clusters Score -7568886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7568914.000000 Penalty: 1092.521973
	Iteration 56Q: 3 clusters Score -7568914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7568929.500000 Penalty: 1092.521973
	Iteration 57Q: 3 clusters Score -7568930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7568941.000000 Penalty: 1092.521973
	Iteration 58Q: 3 clusters Score -7568941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7568945.500000 Penalty: 1092.521973
	Iteration 59Q: 3 clusters Score -7568946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7568954.000000 Penalty: 1092.521973
	Iteration 60F: 3 clusters Score -7568954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7568949.000000 Penalty: 1092.521973
	Iteration 61Q: 3 clusters Score -7568949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7568957.000000 Penalty: 1092.521973
	Iteration 62Q: 3 clusters Score -7568957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7568957.500000 Penalty: 1092.521973
	Iteration 63Q: 3 clusters Score -7568958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7568959.000000 Penalty: 1092.521973
	Iteration 64Q: 3 clusters Score -7568959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7568957.500000 Penalty: 1092.521973
	Iteration 65Q: 3 clusters Score -7568958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7568956.000000 Penalty: 1092.521973
	Iteration 66Q: 3 clusters Score -7568956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7568955.000000 Penalty: 1092.521973
	Iteration 67Q: 3 clusters Score -7568955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7568959.500000 Penalty: 1092.521973
	Iteration 68Q: 3 clusters Score -7568960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163426 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7568960.000000 Penalty: 1092.521973
	Iteration 69Q: 3 clusters Score -7568960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7568964.500000 Penalty: 1092.521973
	Iteration 70Q: 3 clusters Score -7568964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7568963.000000 Penalty: 1092.521973
	Iteration 71Q: 3 clusters Score -7568963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7568964.500000 Penalty: 1092.521973
	Iteration 72Q: 3 clusters Score -7568964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7568964.500000 Penalty: 1092.521973
	Iteration 73Q: 3 clusters Score -7568964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163445 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7568971.500000 Penalty: 1092.521973
	Iteration 74Q: 3 clusters Score -7568972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7568969.500000 Penalty: 1092.521973
	Iteration 75Q: 3 clusters Score -7568970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7568976.500000 Penalty: 1092.521973
	Iteration 76Q: 3 clusters Score -7568976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7568978.500000 Penalty: 1092.521973
	Iteration 77Q: 3 clusters Score -7568978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7568982.000000 Penalty: 1092.521973
	Iteration 78Q: 3 clusters Score -7568982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7568976.500000 Penalty: 1092.521973
	Iteration 79Q: 3 clusters Score -7568976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7568977.500000 Penalty: 1092.521973
	Iteration 80F: 3 clusters Score -7568978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7568987.500000 Penalty: 1092.521973
	Iteration 81Q: 3 clusters Score -7568988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163448 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7568983.500000 Penalty: 1092.521973
	Iteration 82Q: 3 clusters Score -7568984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7568984.500000 Penalty: 1092.521973
	Iteration 83Q: 3 clusters Score -7568984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7568984.500000 Penalty: 1092.521973
	Iteration 84F: 3 clusters Score -7568984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -100326.132812 Penalty: 346.428741
	Iteration 0F: 2 clusters Score -100326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -98851.085938 Penalty: 692.857483
	Iteration 0F: 3 clusters Score -98851.09 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -99316.523438 Penalty: 692.857483
	Iteration 1F: 3 clusters Score -99316.52 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -99378.382812 Penalty: 692.857483
	Iteration 2F: 3 clusters Score -99378.38 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -99427.515625 Penalty: 692.857483
	Iteration 3F: 3 clusters Score -99427.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -99450.695312 Penalty: 692.857483
	Iteration 4Q: 3 clusters Score -99450.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -99465.500000 Penalty: 692.857483
	Iteration 5Q: 3 clusters Score -99465.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -99482.578125 Penalty: 692.857483
	Iteration 6Q: 3 clusters Score -99482.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -99502.382812 Penalty: 692.857483
	Iteration 7Q: 3 clusters Score -99502.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -99532.078125 Penalty: 692.857483
	Iteration 8Q: 3 clusters Score -99532.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -99566.625000 Penalty: 692.857483
	Iteration 9Q: 3 clusters Score -99566.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -99610.210938 Penalty: 692.857483
	Iteration 10Q: 3 clusters Score -99610.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -99668.289062 Penalty: 692.857483
	Iteration 11Q: 3 clusters Score -99668.29 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -99714.914062 Penalty: 692.857483
	Iteration 12Q: 3 clusters Score -99714.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -99761.437500 Penalty: 692.857483
	Iteration 13Q: 3 clusters Score -99761.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -99810.140625 Penalty: 692.857483
	Iteration 14Q: 3 clusters Score -99810.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -99854.335938 Penalty: 692.857483
	Iteration 15Q: 3 clusters Score -99854.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -99891.953125 Penalty: 692.857483
	Iteration 16Q: 3 clusters Score -99891.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -99926.039062 Penalty: 692.857483
	Iteration 17Q: 3 clusters Score -99926.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -99953.171875 Penalty: 692.857483
	Iteration 18Q: 3 clusters Score -99953.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -99979.296875 Penalty: 692.857483
	Iteration 19Q: 3 clusters Score -99979.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -99992.187500 Penalty: 692.857483
	Iteration 20F: 3 clusters Score -99992.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -100001.750000 Penalty: 692.857483
	Iteration 21Q: 3 clusters Score -100001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -100007.062500 Penalty: 692.857483
	Iteration 22Q: 3 clusters Score -100007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -100010.140625 Penalty: 692.857483
	Iteration 23Q: 3 clusters Score -100010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -100013.656250 Penalty: 692.857483
	Iteration 24Q: 3 clusters Score -100013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -100015.921875 Penalty: 692.857483
	Iteration 25Q: 3 clusters Score -100015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -100018.125000 Penalty: 692.857483
	Iteration 26Q: 3 clusters Score -100018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -100020.500000 Penalty: 692.857483
	Iteration 27Q: 3 clusters Score -100020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -100024.570312 Penalty: 692.857483
	Iteration 28Q: 3 clusters Score -100024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -100026.031250 Penalty: 692.857483
	Iteration 29Q: 3 clusters Score -100026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -100027.031250 Penalty: 692.857483
	Iteration 30Q: 3 clusters Score -100027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -100028.953125 Penalty: 692.857483
	Iteration 31Q: 3 clusters Score -100029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -100031.507812 Penalty: 692.857483
	Iteration 32Q: 3 clusters Score -100031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -100032.968750 Penalty: 692.857483
	Iteration 33Q: 3 clusters Score -100033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -100034.468750 Penalty: 692.857483
	Iteration 34Q: 3 clusters Score -100034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -100035.289062 Penalty: 692.857483
	Iteration 35Q: 3 clusters Score -100035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -100035.289062 Penalty: 692.857483
	Iteration 36F: 3 clusters Score -100035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Entering Unmasked Estep 
Score: -2156711.750000 Penalty: 491.215118
	Iteration 0F: 2 clusters Score -2156712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2123741.500000 Penalty: 982.430237
	Iteration 0F: 3 clusters Score -2123742 nChanged 23722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2138091.250000 Penalty: 982.430237
	Iteration 1F: 3 clusters Score -2138091 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2139190.250000 Penalty: 982.430237
	Iteration 2Q: 3 clusters Score -2139190 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2141047.500000 Penalty: 982.430237
	Iteration 3F: 3 clusters Score -2141048 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2144099.500000 Penalty: 982.430237
	Iteration 4F: 3 clusters Score -2144100 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2148154.000000 Penalty: 982.430237
	Iteration 5F: 3 clusters Score -2148154 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2151899.250000 Penalty: 982.430237
	Iteration 6F: 3 clusters Score -2151899 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2154381.000000 Penalty: 982.430237
	Iteration 7F: 3 clusters Score -2154381 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2155500.500000 Penalty: 982.430237
	Iteration 8Q: 3 clusters Score -2155500 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2155965.500000 Penalty: 982.430237
	Iteration 9Q: 3 clusters Score -2155966 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2156128.750000 Penalty: 982.430237
	Iteration 10Q: 3 clusters Score -2156129 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2156208.000000 Penalty: 982.430237
	Iteration 11Q: 3 clusters Score -2156208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2156239.250000 Penalty: 982.430237
	Iteration 12Q: 3 clusters Score -2156239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2156253.500000 Penalty: 982.430237
	Iteration 13Q: 3 clusters Score -2156254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2156261.500000 Penalty: 982.430237
	Iteration 14Q: 3 clusters Score -2156262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2156267.000000 Penalty: 982.430237
	Iteration 15Q: 3 clusters Score -2156267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2156272.000000 Penalty: 982.430237
	Iteration 16Q: 3 clusters Score -2156272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2156273.250000 Penalty: 982.430237
	Iteration 17Q: 3 clusters Score -2156273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2156275.750000 Penalty: 982.430237
	Iteration 18Q: 3 clusters Score -2156276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2156277.000000 Penalty: 982.430237
	Iteration 19Q: 3 clusters Score -2156277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2156278.500000 Penalty: 982.430237
	Iteration 20F: 3 clusters Score -2156278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -31434.412109 Penalty: 298.268738
	Iteration 0F: 2 clusters Score -31434.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30810.656250 Penalty: 596.537476
	Iteration 0F: 3 clusters Score -30810.66 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30976.507812 Penalty: 596.537476
	Iteration 1F: 3 clusters Score -30976.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31021.980469 Penalty: 596.537476
	Iteration 2F: 3 clusters Score -31021.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -31046.779297 Penalty: 596.537476
	Iteration 3Q: 3 clusters Score -31046.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31070.423828 Penalty: 596.537476
	Iteration 4Q: 3 clusters Score -31070.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31089.677734 Penalty: 596.537476
	Iteration 5Q: 3 clusters Score -31089.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31118.625000 Penalty: 596.537476
	Iteration 6Q: 3 clusters Score -31118.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31141.058594 Penalty: 596.537476
	Iteration 7Q: 3 clusters Score -31141.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -31147.636719 Penalty: 596.537476
	Iteration 8Q: 3 clusters Score -31147.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31153.736328 Penalty: 596.537476
	Iteration 9Q: 3 clusters Score -31153.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -31157.105469 Penalty: 596.537476
	Iteration 10Q: 3 clusters Score -31157.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -31158.052734 Penalty: 596.537476
	Iteration 11Q: 3 clusters Score -31158.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -31158.429688 Penalty: 596.537476
	Iteration 12Q: 3 clusters Score -31158.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -31158.429688 Penalty: 596.537476
	Iteration 13F: 3 clusters Score -31158.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -11107.748047 Penalty: 260.423126
	Iteration 0F: 2 clusters Score -11107.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10753.434570 Penalty: 520.846252
	Iteration 0F: 3 clusters Score -10753.43 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10868.455078 Penalty: 520.846252
	Iteration 1F: 3 clusters Score -10868.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10961.750977 Penalty: 520.846252
	Iteration 2F: 3 clusters Score -10961.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11030.763672 Penalty: 520.846252
	Iteration 3F: 3 clusters Score -11030.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11063.042969 Penalty: 520.846252
	Iteration 4F: 3 clusters Score -11063.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11074.796875 Penalty: 520.846252
	Iteration 5Q: 3 clusters Score -11074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11079.003906 Penalty: 520.846252
	Iteration 6Q: 3 clusters Score -11079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11080.266602 Penalty: 520.846252
	Iteration 7Q: 3 clusters Score -11080.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11081.198242 Penalty: 520.846252
	Iteration 8Q: 3 clusters Score -11081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11081.198242 Penalty: 520.846252
	Iteration 9F: 3 clusters Score -11081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -257218.578125 Penalty: 393.701172
	Iteration 0F: 2 clusters Score -257218.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -253306.968750 Penalty: 787.402344
	Iteration 0F: 3 clusters Score -253307 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -254849.328125 Penalty: 787.402344
	Iteration 1F: 3 clusters Score -254849.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -255013.453125 Penalty: 787.402344
	Iteration 2F: 3 clusters Score -255013.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -255189.671875 Penalty: 787.402344
	Iteration 3F: 3 clusters Score -255189.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -255379.718750 Penalty: 787.402344
	Iteration 4F: 3 clusters Score -255379.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -255595.218750 Penalty: 787.402344
	Iteration 5F: 3 clusters Score -255595.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -255834.984375 Penalty: 787.402344
	Iteration 6F: 3 clusters Score -255835 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -256030.546875 Penalty: 787.402344
	Iteration 7Q: 3 clusters Score -256030.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -256156.562500 Penalty: 787.402344
	Iteration 8Q: 3 clusters Score -256156.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -256241.343750 Penalty: 787.402344
	Iteration 9Q: 3 clusters Score -256241.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -256309.515625 Penalty: 787.402344
	Iteration 10Q: 3 clusters Score -256309.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -256383.250000 Penalty: 787.402344
	Iteration 11Q: 3 clusters Score -256383.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -256440.656250 Penalty: 787.402344
	Iteration 12Q: 3 clusters Score -256440.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -256502.968750 Penalty: 787.402344
	Iteration 13Q: 3 clusters Score -256503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -256584.109375 Penalty: 787.402344
	Iteration 14Q: 3 clusters Score -256584.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -256656.875000 Penalty: 787.402344
	Iteration 15Q: 3 clusters Score -256656.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -256725.796875 Penalty: 787.402344
	Iteration 16Q: 3 clusters Score -256725.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -256844.984375 Penalty: 787.402344
	Iteration 17Q: 3 clusters Score -256845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -257022.750000 Penalty: 787.402344
	Iteration 18Q: 3 clusters Score -257022.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -257090.296875 Penalty: 787.402344
	Iteration 19Q: 3 clusters Score -257090.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -257107.281250 Penalty: 787.402344
	Iteration 20F: 3 clusters Score -257107.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -257120.156250 Penalty: 787.402344
	Iteration 21Q: 3 clusters Score -257120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -257124.750000 Penalty: 787.402344
	Iteration 22Q: 3 clusters Score -257124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -257126.796875 Penalty: 787.402344
	Iteration 23Q: 3 clusters Score -257126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -257128.453125 Penalty: 787.402344
	Iteration 24Q: 3 clusters Score -257128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -257128.500000 Penalty: 787.402344
	Iteration 25Q: 3 clusters Score -257128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -257128.828125 Penalty: 787.402344
	Iteration 26Q: 3 clusters Score -257128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -257128.828125 Penalty: 787.402344
	Iteration 27F: 3 clusters Score -257128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146122 members 
Entering Unmasked Estep 
Score: -6856041.500000 Penalty: 541.094971
	Iteration 0F: 2 clusters Score -6856042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 73084 members 
Entering Unmasked Estep 
Score: -6758045.500000 Penalty: 1082.189941
	Iteration 0F: 3 clusters Score -6758046 nChanged 71909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -6803066.000000 Penalty: 1082.189941
	Iteration 1F: 3 clusters Score -6803066 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -6806151.500000 Penalty: 1082.189941
	Iteration 2Q: 3 clusters Score -6806152 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -6811259.000000 Penalty: 1082.189941
	Iteration 3F: 3 clusters Score -6811259 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -6818945.500000 Penalty: 1082.189941
	Iteration 4F: 3 clusters Score -6818946 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72239 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -6826418.000000 Penalty: 1082.189941
	Iteration 5F: 3 clusters Score -6826418 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -6830033.000000 Penalty: 1082.189941
	Iteration 6F: 3 clusters Score -6830033 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -6830988.000000 Penalty: 1082.189941
	Iteration 7Q: 3 clusters Score -6830988 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -6831232.500000 Penalty: 1082.189941
	Iteration 8Q: 3 clusters Score -6831232 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -6831379.000000 Penalty: 1082.189941
	Iteration 9Q: 3 clusters Score -6831379 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -6831542.000000 Penalty: 1082.189941
	Iteration 10Q: 3 clusters Score -6831542 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -6831745.500000 Penalty: 1082.189941
	Iteration 11Q: 3 clusters Score -6831746 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -6831883.500000 Penalty: 1082.189941
	Iteration 12Q: 3 clusters Score -6831884 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -6832080.000000 Penalty: 1082.189941
	Iteration 13Q: 3 clusters Score -6832080 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -6832279.000000 Penalty: 1082.189941
	Iteration 14Q: 3 clusters Score -6832279 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -6832437.000000 Penalty: 1082.189941
	Iteration 15Q: 3 clusters Score -6832437 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -6832595.500000 Penalty: 1082.189941
	Iteration 16Q: 3 clusters Score -6832596 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -6832821.500000 Penalty: 1082.189941
	Iteration 17Q: 3 clusters Score -6832822 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -6832992.000000 Penalty: 1082.189941
	Iteration 18Q: 3 clusters Score -6832992 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -6833172.000000 Penalty: 1082.189941
	Iteration 19Q: 3 clusters Score -6833172 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -6833327.500000 Penalty: 1082.189941
	Iteration 20F: 3 clusters Score -6833328 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -6833468.000000 Penalty: 1082.189941
	Iteration 21Q: 3 clusters Score -6833468 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -6833644.000000 Penalty: 1082.189941
	Iteration 22Q: 3 clusters Score -6833644 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -6833820.000000 Penalty: 1082.189941
	Iteration 23Q: 3 clusters Score -6833820 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -6834019.000000 Penalty: 1082.189941
	Iteration 24Q: 3 clusters Score -6834019 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -6834182.500000 Penalty: 1082.189941
	Iteration 25Q: 3 clusters Score -6834182 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -6834402.000000 Penalty: 1082.189941
	Iteration 26Q: 3 clusters Score -6834402 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -6834614.000000 Penalty: 1082.189941
	Iteration 27Q: 3 clusters Score -6834614 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -6834901.000000 Penalty: 1082.189941
	Iteration 28Q: 3 clusters Score -6834901 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -6835166.500000 Penalty: 1082.189941
	Iteration 29Q: 3 clusters Score -6835166 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -6835513.000000 Penalty: 1082.189941
	Iteration 30Q: 3 clusters Score -6835513 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -6835879.500000 Penalty: 1082.189941
	Iteration 31Q: 3 clusters Score -6835880 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -6836239.500000 Penalty: 1082.189941
	Iteration 32Q: 3 clusters Score -6836240 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -6836674.000000 Penalty: 1082.189941
	Iteration 33Q: 3 clusters Score -6836674 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -6837043.500000 Penalty: 1082.189941
	Iteration 34Q: 3 clusters Score -6837044 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -6837453.500000 Penalty: 1082.189941
	Iteration 35Q: 3 clusters Score -6837454 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -6837970.000000 Penalty: 1082.189941
	Iteration 36Q: 3 clusters Score -6837970 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -6838506.000000 Penalty: 1082.189941
	Iteration 37Q: 3 clusters Score -6838506 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -6838962.500000 Penalty: 1082.189941
	Iteration 38Q: 3 clusters Score -6838962 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -6839474.000000 Penalty: 1082.189941
	Iteration 39Q: 3 clusters Score -6839474 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -6840047.500000 Penalty: 1082.189941
	Iteration 40F: 3 clusters Score -6840048 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -6840602.500000 Penalty: 1082.189941
	Iteration 41Q: 3 clusters Score -6840602 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -6841200.000000 Penalty: 1082.189941
	Iteration 42Q: 3 clusters Score -6841200 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 109235 members 
Entering Unmasked Estep 
Score: -6841806.000000 Penalty: 1082.189941
	Iteration 43Q: 3 clusters Score -6841806 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -6842490.500000 Penalty: 1082.189941
	Iteration 44Q: 3 clusters Score -6842490 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -6843264.500000 Penalty: 1082.189941
	Iteration 45Q: 3 clusters Score -6843264 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -6844079.000000 Penalty: 1082.189941
	Iteration 46Q: 3 clusters Score -6844079 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -6844825.500000 Penalty: 1082.189941
	Iteration 47Q: 3 clusters Score -6844826 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -6845643.000000 Penalty: 1082.189941
	Iteration 48Q: 3 clusters Score -6845643 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 117768 members 
Entering Unmasked Estep 
Score: -6846549.000000 Penalty: 1082.189941
	Iteration 49Q: 3 clusters Score -6846549 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -6847267.000000 Penalty: 1082.189941
	Iteration 50Q: 3 clusters Score -6847267 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -6848052.500000 Penalty: 1082.189941
	Iteration 51Q: 3 clusters Score -6848052 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -6848696.000000 Penalty: 1082.189941
	Iteration 52Q: 3 clusters Score -6848696 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -6849349.500000 Penalty: 1082.189941
	Iteration 53Q: 3 clusters Score -6849350 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -6849959.500000 Penalty: 1082.189941
	Iteration 54Q: 3 clusters Score -6849960 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 124380 members 
Entering Unmasked Estep 
Score: -6850524.500000 Penalty: 1082.189941
	Iteration 55Q: 3 clusters Score -6850524 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 125334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 126314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 129247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6853628 nChanged 1007
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Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 132039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 133679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 134414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 135110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6855388 nChanged 511
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Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 136745 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 137740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 138213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6856082 nChanged 312
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Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 140492 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6856157 nChanged 242
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Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 141032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4740 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4587 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4451 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4218 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6856240 nChanged 86
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Mstep: Class 1 contains 3932 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3864 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3815 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3769 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3671 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3624 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3577 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3534 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6856270 nChanged 36
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Mstep: Class 1 contains 3500 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3478 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6856260 nChanged 25
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Mstep: Class 1 contains 3457 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3437 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3412 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3392 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3368 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6856250 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3342 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6856258 nChanged 29
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Mstep: Class 1 contains 3315 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6856262 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6856263 nChanged 26
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Mstep: Class 1 contains 3270 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6856252 nChanged 29
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Mstep: Class 1 contains 3245 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6856250 nChanged 17
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6856251 nChanged 22
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Mstep: Class 1 contains 3208 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3190 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6856244 nChanged 14
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Mstep: Class 1 contains 3176 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6856247 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3167 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6856241 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3159 members 
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	Iteration 116Q: 3 clusters Score -6856241 nChanged 6
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Mstep: Class 1 contains 3153 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6856239 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3144 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6856239 nChanged 10
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Mstep: Class 1 contains 3138 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6856244 nChanged 6
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Mstep: Class 1 contains 3132 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6856247 nChanged 10
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6856242 nChanged 8
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Mstep: Class 1 contains 3118 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6856233 nChanged 5
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Mstep: Class 1 contains 3115 members 
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	Iteration 123Q: 3 clusters Score -6856233 nChanged 11
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6856229 nChanged 15
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Mstep: Class 1 contains 3091 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6856237 nChanged 14
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Mstep: Class 1 contains 3077 members 
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	Iteration 126Q: 3 clusters Score -6856244 nChanged 6
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Mstep: Class 1 contains 3071 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6856238 nChanged 4
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	Iteration 128Q: 3 clusters Score -6856247 nChanged 6
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	Iteration 129Q: 3 clusters Score -6856247 nChanged 6
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	Iteration 130Q: 3 clusters Score -6856246 nChanged 3
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	Iteration 131Q: 3 clusters Score -6856248 nChanged 2
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	Iteration 132Q: 3 clusters Score -6856244 nChanged 6
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	Iteration 133Q: 3 clusters Score -6856243 nChanged 9
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	Iteration 134Q: 3 clusters Score -6856244 nChanged 6
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	Iteration 135Q: 3 clusters Score -6856236 nChanged 7
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	Iteration 136Q: 3 clusters Score -6856254 nChanged 16
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	Iteration 137Q: 3 clusters Score -6856246 nChanged 13
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	Iteration 138Q: 3 clusters Score -6856238 nChanged 19
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6856232 nChanged 13
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6856231 nChanged 14
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	Iteration 141Q: 3 clusters Score -6856232 nChanged 18
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	Iteration 142Q: 3 clusters Score -6856236 nChanged 16
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	Iteration 143Q: 3 clusters Score -6856233 nChanged 10
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6856228 nChanged 7
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	Iteration 146Q: 3 clusters Score -6856225 nChanged 6
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	Iteration 147Q: 3 clusters Score -6856228 nChanged 6
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Entering Unmasked Estep 
Score: -6856225.000000 Penalty: 1082.189941
	Iteration 148Q: 3 clusters Score -6856225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -6856226.500000 Penalty: 1082.189941
	Iteration 149Q: 3 clusters Score -6856226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 143192 members 
Entering Unmasked Estep 
Score: -6856234.000000 Penalty: 1082.189941
	Iteration 150Q: 3 clusters Score -6856234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -6856237.500000 Penalty: 1082.189941
	Iteration 151Q: 3 clusters Score -6856238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 143195 members 
Entering Unmasked Estep 
Score: -6856233.500000 Penalty: 1082.189941
	Iteration 152Q: 3 clusters Score -6856234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -6856237.000000 Penalty: 1082.189941
	Iteration 153Q: 3 clusters Score -6856237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -6856237.000000 Penalty: 1082.189941
	Iteration 154F: 3 clusters Score -6856237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 203 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 143198 members 
Entering Unmasked Estep 
Score: -23234974.000000 Penalty: 14373.237305
Splitting cluster 21 changes total score from -23233162.000000 to -23234974.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 98420 members 
Mstep: Class 4 contains 2784 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33258 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 203 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 163691 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 21 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235034.000000 Penalty: 14373.237305
Iteration 79Q: 25 clusters Score -2.323503e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98421 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 33245 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 164093 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 48880 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 2931 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 142728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234998.000000 Penalty: 14373.237305
Iteration 80F: 25 clusters Score -2.3235e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98391 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 33090 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2490 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 164197 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 48567 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5725 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 422 members 
Mstep: Class 24 contains 143111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234960.000000 Penalty: 14373.237305
Iteration 81Q: 25 clusters Score -2.323496e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98375 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32966 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2500 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 164202 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 48342 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 424 members 
Mstep: Class 24 contains 143452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234958.000000 Penalty: 14373.237305
Iteration 82Q: 25 clusters Score -2.323496e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98369 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32871 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 164126 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 48158 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5728 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 143819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234912.000000 Penalty: 14373.237305
Iteration 83Q: 25 clusters Score -2.323491e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98366 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32802 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 164039 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 48011 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 144139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234888.000000 Penalty: 14373.237305
Iteration 84Q: 25 clusters Score -2.323489e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98364 members 
Mstep: Class 4 contains 2787 members 
Mstep: Class 5 contains 3137 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32734 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 163907 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2953 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 144463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234872.000000 Penalty: 14373.237305
Iteration 85Q: 25 clusters Score -2.323487e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98370 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 3142 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32673 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 163767 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 47811 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 144751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234906.000000 Penalty: 14373.237305
Iteration 86Q: 25 clusters Score -2.323491e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98378 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 3150 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 163656 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2985 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 144963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234894.000000 Penalty: 14373.237305
Iteration 87Q: 25 clusters Score -2.323489e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98387 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32597 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 163547 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 47681 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234868.000000 Penalty: 14373.237305
Iteration 88Q: 25 clusters Score -2.323487e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98408 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32566 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 163441 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 47632 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3018 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234882.000000 Penalty: 14373.237305
Iteration 89Q: 25 clusters Score -2.323488e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98431 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 163335 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 47590 members 
Mstep: Class 17 contains 701 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3043 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234914.000000 Penalty: 14373.237305
Iteration 90Q: 25 clusters Score -2.323491e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98439 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32506 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 163263 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 47543 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3060 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234954.000000 Penalty: 14373.237305
Iteration 91Q: 25 clusters Score -2.323495e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98449 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32474 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 163188 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 47520 members 
Mstep: Class 17 contains 698 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234960.000000 Penalty: 14373.237305
Iteration 92Q: 25 clusters Score -2.323496e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98460 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32458 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 163104 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 47500 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234966.000000 Penalty: 14373.237305
Iteration 93Q: 25 clusters Score -2.323497e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98472 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32444 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 4245 members 
Mstep: Class 14 contains 163063 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 47472 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3116 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234964.000000 Penalty: 14373.237305
Iteration 94Q: 25 clusters Score -2.323496e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98486 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32427 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 163021 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 47455 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235014.000000 Penalty: 14373.237305
Iteration 95Q: 25 clusters Score -2.323501e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98490 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32405 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 162998 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 47440 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235054.000000 Penalty: 14373.237305
Iteration 96Q: 25 clusters Score -2.323505e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98493 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32393 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 162952 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 47426 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235062.000000 Penalty: 14373.237305
Iteration 97Q: 25 clusters Score -2.323506e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98505 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32387 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 162938 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 47416 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235090.000000 Penalty: 14373.237305
Iteration 98Q: 25 clusters Score -2.323509e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98510 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32379 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 162918 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 47406 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235174.000000 Penalty: 14373.237305
Iteration 99Q: 25 clusters Score -2.323517e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98523 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32377 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 162896 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 47401 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235182.000000 Penalty: 14373.237305
Iteration 100F: 25 clusters Score -2.323518e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98537 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32370 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 162881 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 47394 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 426 members 
Mstep: Class 24 contains 145950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235198.000000 Penalty: 14373.237305
Iteration 101Q: 25 clusters Score -2.32352e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98548 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32360 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 4273 members 
Mstep: Class 14 contains 162872 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 47385 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235188.000000 Penalty: 14373.237305
Iteration 102Q: 25 clusters Score -2.323519e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98559 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32345 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 162855 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 47380 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3267 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235210.000000 Penalty: 14373.237305
Iteration 103Q: 25 clusters Score -2.323521e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98563 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32337 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 4278 members 
Mstep: Class 14 contains 162853 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 47373 members 
Mstep: Class 17 contains 654 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235192.000000 Penalty: 14373.237305
Iteration 104Q: 25 clusters Score -2.323519e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98566 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32327 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 4281 members 
Mstep: Class 14 contains 162843 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 47366 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235170.000000 Penalty: 14373.237305
Iteration 105Q: 25 clusters Score -2.323517e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98569 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3170 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32314 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 162835 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 47360 members 
Mstep: Class 17 contains 645 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235180.000000 Penalty: 14373.237305
Iteration 106Q: 25 clusters Score -2.323518e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98574 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32298 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 162817 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 47350 members 
Mstep: Class 17 contains 637 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3320 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235246.000000 Penalty: 14373.237305
Iteration 107Q: 25 clusters Score -2.323525e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98581 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32278 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 162813 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 47332 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3329 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 145993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235240.000000 Penalty: 14373.237305
Iteration 108Q: 25 clusters Score -2.323524e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98595 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32255 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 162796 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 47323 members 
Mstep: Class 17 contains 622 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3340 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 146017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235236.000000 Penalty: 14373.237305
Iteration 109Q: 25 clusters Score -2.323524e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98601 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32234 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 162795 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 47309 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3343 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 146044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235252.000000 Penalty: 14373.237305
Iteration 110Q: 25 clusters Score -2.323525e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98606 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32211 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 162806 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 47286 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3347 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 146071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235268.000000 Penalty: 14373.237305
Iteration 111Q: 25 clusters Score -2.323527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98616 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32192 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 4329 members 
Mstep: Class 14 contains 162802 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 47266 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 146100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235254.000000 Penalty: 14373.237305
Iteration 112Q: 25 clusters Score -2.323525e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98623 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 4333 members 
Mstep: Class 14 contains 162805 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47253 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 427 members 
Mstep: Class 24 contains 146118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235298.000000 Penalty: 14373.237305
Iteration 113Q: 25 clusters Score -2.32353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98630 members 
Mstep: Class 4 contains 2892 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32158 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2410 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 162796 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47246 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3373 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235326.000000 Penalty: 14373.237305
Iteration 114Q: 25 clusters Score -2.323533e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98638 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32140 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162811 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47233 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3384 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235294.000000 Penalty: 14373.237305
Iteration 115Q: 25 clusters Score -2.323529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98646 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32129 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 162811 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47230 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235296.000000 Penalty: 14373.237305
Iteration 116Q: 25 clusters Score -2.32353e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98652 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32120 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2409 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162811 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47225 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3400 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235294.000000 Penalty: 14373.237305
Iteration 117Q: 25 clusters Score -2.323529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98657 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162820 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47218 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235260.000000 Penalty: 14373.237305
Iteration 118Q: 25 clusters Score -2.323526e+07 nChanged 43
Entering ConstructFrom: 
Score: -23235260.000000 Penalty: 14373.237305
Entering ConstructFrom: 
Trying to split cluster 1 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -109063.359375 Penalty: 352.140839
	Iteration 0F: 2 clusters Score -109063.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -107409.960938 Penalty: 704.281677
	Iteration 0F: 3 clusters Score -107410 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -107939.867188 Penalty: 704.281677
	Iteration 1F: 3 clusters Score -107939.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -108049.234375 Penalty: 704.281677
	Iteration 2F: 3 clusters Score -108049.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -108184.515625 Penalty: 704.281677
	Iteration 3F: 3 clusters Score -108184.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -108336.781250 Penalty: 704.281677
	Iteration 4F: 3 clusters Score -108336.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -108478.687500 Penalty: 704.281677
	Iteration 5F: 3 clusters Score -108478.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -108571.062500 Penalty: 704.281677
	Iteration 6F: 3 clusters Score -108571.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -108669.085938 Penalty: 704.281677
	Iteration 7Q: 3 clusters Score -108669.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -108731.789062 Penalty: 704.281677
	Iteration 8Q: 3 clusters Score -108731.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -108777.132812 Penalty: 704.281677
	Iteration 9Q: 3 clusters Score -108777.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -108801.554688 Penalty: 704.281677
	Iteration 10Q: 3 clusters Score -108801.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -108818.960938 Penalty: 704.281677
	Iteration 11Q: 3 clusters Score -108819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -108831.453125 Penalty: 704.281677
	Iteration 12Q: 3 clusters Score -108831.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -108837.617188 Penalty: 704.281677
	Iteration 13Q: 3 clusters Score -108837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -108839.335938 Penalty: 704.281677
	Iteration 14Q: 3 clusters Score -108839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -108841.179688 Penalty: 704.281677
	Iteration 15Q: 3 clusters Score -108841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -108842.539062 Penalty: 704.281677
	Iteration 16Q: 3 clusters Score -108842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -108845.296875 Penalty: 704.281677
	Iteration 17Q: 3 clusters Score -108845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -108846.710938 Penalty: 704.281677
	Iteration 18Q: 3 clusters Score -108846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -108849.000000 Penalty: 704.281677
	Iteration 19Q: 3 clusters Score -108849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -108852.648438 Penalty: 704.281677
	Iteration 20F: 3 clusters Score -108852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -108854.132812 Penalty: 704.281677
	Iteration 21Q: 3 clusters Score -108854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -108855.789062 Penalty: 704.281677
	Iteration 22Q: 3 clusters Score -108855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -108857.140625 Penalty: 704.281677
	Iteration 23Q: 3 clusters Score -108857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -108858.992188 Penalty: 704.281677
	Iteration 24Q: 3 clusters Score -108859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -108861.593750 Penalty: 704.281677
	Iteration 25Q: 3 clusters Score -108861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -108866.367188 Penalty: 704.281677
	Iteration 26Q: 3 clusters Score -108866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -108867.875000 Penalty: 704.281677
	Iteration 27Q: 3 clusters Score -108867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -108868.492188 Penalty: 704.281677
	Iteration 28Q: 3 clusters Score -108868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -108868.781250 Penalty: 704.281677
	Iteration 29Q: 3 clusters Score -108868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -108868.781250 Penalty: 704.281677
	Iteration 30F: 3 clusters Score -108868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -17187.937500 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -17187.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16770.076172 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -16770.08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16912.042969 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -16912.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16998.160156 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -16998.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17123.462891 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -17123.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -17286.792969 Penalty: 548.792358
	Iteration 4F: 3 clusters Score -17286.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -17350.976562 Penalty: 548.792358
	Iteration 5F: 3 clusters Score -17350.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -17362.929688 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -17362.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17373.220703 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -17373.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -17379.136719 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -17379.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17381.748047 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -17381.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17381.748047 Penalty: 548.792358
	Iteration 10F: 3 clusters Score -17381.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162821 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47206 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146122 members 
Mstep: Class 25 contains 374 members 
Entering Unmasked Estep 
Score: -23235176.000000 Penalty: 14972.122070
Splitting cluster 2 changes total score from -23235260.000000 to -23235176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (98662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Entering Unmasked Estep 
Score: -4632987.000000 Penalty: 523.225220
	Iteration 0F: 2 clusters Score -4632987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -4567038.000000 Penalty: 1046.450439
	Iteration 0F: 3 clusters Score -4567038 nChanged 48236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -4596810.500000 Penalty: 1046.450439
	Iteration 1F: 3 clusters Score -4596810 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -4598538.500000 Penalty: 1046.450439
	Iteration 2Q: 3 clusters Score -4598538 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -4601231.500000 Penalty: 1046.450439
	Iteration 3Q: 3 clusters Score -4601232 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -4604811.000000 Penalty: 1046.450439
	Iteration 4F: 3 clusters Score -4604811 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -4608975.000000 Penalty: 1046.450439
	Iteration 5F: 3 clusters Score -4608975 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
Score: -4613293.000000 Penalty: 1046.450439
	Iteration 6F: 3 clusters Score -4613293 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -4617267.000000 Penalty: 1046.450439
	Iteration 7F: 3 clusters Score -4617267 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -4620733.500000 Penalty: 1046.450439
	Iteration 8F: 3 clusters Score -4620734 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -4623719.500000 Penalty: 1046.450439
	Iteration 9Q: 3 clusters Score -4623720 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -4626279.000000 Penalty: 1046.450439
	Iteration 10Q: 3 clusters Score -4626279 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -4628357.000000 Penalty: 1046.450439
	Iteration 11Q: 3 clusters Score -4628357 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -4629934.500000 Penalty: 1046.450439
	Iteration 12Q: 3 clusters Score -4629934 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -4631028.500000 Penalty: 1046.450439
	Iteration 13Q: 3 clusters Score -4631028 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -4631705.000000 Penalty: 1046.450439
	Iteration 14Q: 3 clusters Score -4631705 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -4632095.000000 Penalty: 1046.450439
	Iteration 15Q: 3 clusters Score -4632095 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -4632316.500000 Penalty: 1046.450439
	Iteration 16Q: 3 clusters Score -4632316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -4632435.000000 Penalty: 1046.450439
	Iteration 17Q: 3 clusters Score -4632435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -4632503.000000 Penalty: 1046.450439
	Iteration 18Q: 3 clusters Score -4632503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 98392 members 
Entering Unmasked Estep 
Score: -4632535.000000 Penalty: 1046.450439
	Iteration 19Q: 3 clusters Score -4632535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -4632547.000000 Penalty: 1046.450439
	Iteration 20F: 3 clusters Score -4632547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -4632564.500000 Penalty: 1046.450439
	Iteration 21Q: 3 clusters Score -4632564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -4632570.000000 Penalty: 1046.450439
	Iteration 22Q: 3 clusters Score -4632570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -4632571.500000 Penalty: 1046.450439
	Iteration 23Q: 3 clusters Score -4632572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -4632576.500000 Penalty: 1046.450439
	Iteration 24Q: 3 clusters Score -4632576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -4632580.500000 Penalty: 1046.450439
	Iteration 25Q: 3 clusters Score -4632580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -4632586.500000 Penalty: 1046.450439
	Iteration 26Q: 3 clusters Score -4632586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -4632587.000000 Penalty: 1046.450439
	Iteration 27Q: 3 clusters Score -4632587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -4632590.500000 Penalty: 1046.450439
	Iteration 28Q: 3 clusters Score -4632590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -4632589.500000 Penalty: 1046.450439
	Iteration 29Q: 3 clusters Score -4632590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -4632592.500000 Penalty: 1046.450439
	Iteration 30Q: 3 clusters Score -4632592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -4632591.000000 Penalty: 1046.450439
	Iteration 31Q: 3 clusters Score -4632591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -4632591.000000 Penalty: 1046.450439
	Iteration 32F: 3 clusters Score -4632591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -143930.671875 Penalty: 362.684387
	Iteration 0F: 2 clusters Score -143930.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -141959.796875 Penalty: 725.368774
	Iteration 0F: 3 clusters Score -141959.8 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142656.484375 Penalty: 725.368774
	Iteration 1F: 3 clusters Score -142656.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -142748.906250 Penalty: 725.368774
	Iteration 2F: 3 clusters Score -142748.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -142862.921875 Penalty: 725.368774
	Iteration 3F: 3 clusters Score -142862.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -142980.906250 Penalty: 725.368774
	Iteration 4F: 3 clusters Score -142980.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -143137.609375 Penalty: 725.368774
	Iteration 5F: 3 clusters Score -143137.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -143259.140625 Penalty: 725.368774
	Iteration 6F: 3 clusters Score -143259.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -143328.015625 Penalty: 725.368774
	Iteration 7Q: 3 clusters Score -143328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -143372.187500 Penalty: 725.368774
	Iteration 8Q: 3 clusters Score -143372.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -143395.109375 Penalty: 725.368774
	Iteration 9Q: 3 clusters Score -143395.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -143413.953125 Penalty: 725.368774
	Iteration 10Q: 3 clusters Score -143414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -143436.718750 Penalty: 725.368774
	Iteration 11Q: 3 clusters Score -143436.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -143453.390625 Penalty: 725.368774
	Iteration 12Q: 3 clusters Score -143453.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -143465.937500 Penalty: 725.368774
	Iteration 13Q: 3 clusters Score -143465.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -143474.218750 Penalty: 725.368774
	Iteration 14Q: 3 clusters Score -143474.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -143478.046875 Penalty: 725.368774
	Iteration 15Q: 3 clusters Score -143478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -143482.859375 Penalty: 725.368774
	Iteration 16Q: 3 clusters Score -143482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -143489.687500 Penalty: 725.368774
	Iteration 17Q: 3 clusters Score -143489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -143499.796875 Penalty: 725.368774
	Iteration 18Q: 3 clusters Score -143499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -143506.937500 Penalty: 725.368774
	Iteration 19Q: 3 clusters Score -143506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -143509.515625 Penalty: 725.368774
	Iteration 20F: 3 clusters Score -143509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -143510.812500 Penalty: 725.368774
	Iteration 21Q: 3 clusters Score -143510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -143511.281250 Penalty: 725.368774
	Iteration 22Q: 3 clusters Score -143511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -143511.890625 Penalty: 725.368774
	Iteration 23Q: 3 clusters Score -143511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -143512.468750 Penalty: 725.368774
	Iteration 24Q: 3 clusters Score -143512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -143512.531250 Penalty: 725.368774
	Iteration 25Q: 3 clusters Score -143512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -143512.531250 Penalty: 725.368774
	Iteration 26F: 3 clusters Score -143512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -141669.812500 Penalty: 366.826355
	Iteration 0F: 2 clusters Score -141669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -139459.656250 Penalty: 733.652710
	Iteration 0F: 3 clusters Score -139459.7 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -140250.656250 Penalty: 733.652710
	Iteration 1F: 3 clusters Score -140250.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -140324.218750 Penalty: 733.652710
	Iteration 2F: 3 clusters Score -140324.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -140376.953125 Penalty: 733.652710
	Iteration 3Q: 3 clusters Score -140377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -140428.031250 Penalty: 733.652710
	Iteration 4Q: 3 clusters Score -140428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -140469.046875 Penalty: 733.652710
	Iteration 5Q: 3 clusters Score -140469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -140522.281250 Penalty: 733.652710
	Iteration 6Q: 3 clusters Score -140522.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -140561.421875 Penalty: 733.652710
	Iteration 7Q: 3 clusters Score -140561.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -140610.859375 Penalty: 733.652710
	Iteration 8Q: 3 clusters Score -140610.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -140680.593750 Penalty: 733.652710
	Iteration 9Q: 3 clusters Score -140680.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -140762.421875 Penalty: 733.652710
	Iteration 10Q: 3 clusters Score -140762.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -140839.562500 Penalty: 733.652710
	Iteration 11Q: 3 clusters Score -140839.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -140887.890625 Penalty: 733.652710
	Iteration 12Q: 3 clusters Score -140887.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -140908.750000 Penalty: 733.652710
	Iteration 13Q: 3 clusters Score -140908.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -140931.062500 Penalty: 733.652710
	Iteration 14Q: 3 clusters Score -140931.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -140959.859375 Penalty: 733.652710
	Iteration 15Q: 3 clusters Score -140959.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -140984.437500 Penalty: 733.652710
	Iteration 16Q: 3 clusters Score -140984.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -140999.968750 Penalty: 733.652710
	Iteration 17Q: 3 clusters Score -141000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -141019.906250 Penalty: 733.652710
	Iteration 18Q: 3 clusters Score -141019.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -141038.437500 Penalty: 733.652710
	Iteration 19Q: 3 clusters Score -141038.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -141063.687500 Penalty: 733.652710
	Iteration 20F: 3 clusters Score -141063.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -141087.921875 Penalty: 733.652710
	Iteration 21Q: 3 clusters Score -141087.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -141103.750000 Penalty: 733.652710
	Iteration 22Q: 3 clusters Score -141103.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -141117.531250 Penalty: 733.652710
	Iteration 23Q: 3 clusters Score -141117.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -141136.734375 Penalty: 733.652710
	Iteration 24Q: 3 clusters Score -141136.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -141149.234375 Penalty: 733.652710
	Iteration 25Q: 3 clusters Score -141149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -141160.421875 Penalty: 733.652710
	Iteration 26Q: 3 clusters Score -141160.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -141168.890625 Penalty: 733.652710
	Iteration 27Q: 3 clusters Score -141168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -141174.437500 Penalty: 733.652710
	Iteration 28Q: 3 clusters Score -141174.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -141187.468750 Penalty: 733.652710
	Iteration 29Q: 3 clusters Score -141187.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -141211.687500 Penalty: 733.652710
	Iteration 30Q: 3 clusters Score -141211.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -141237.437500 Penalty: 733.652710
	Iteration 31Q: 3 clusters Score -141237.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -141262.109375 Penalty: 733.652710
	Iteration 32Q: 3 clusters Score -141262.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -141282.859375 Penalty: 733.652710
	Iteration 33Q: 3 clusters Score -141282.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -141295.437500 Penalty: 733.652710
	Iteration 34Q: 3 clusters Score -141295.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -141304.281250 Penalty: 733.652710
	Iteration 35Q: 3 clusters Score -141304.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -141308.859375 Penalty: 733.652710
	Iteration 36Q: 3 clusters Score -141308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -141312.812500 Penalty: 733.652710
	Iteration 37Q: 3 clusters Score -141312.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -141315.312500 Penalty: 733.652710
	Iteration 38Q: 3 clusters Score -141315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -141318.078125 Penalty: 733.652710
	Iteration 39Q: 3 clusters Score -141318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -141318.421875 Penalty: 733.652710
	Iteration 40F: 3 clusters Score -141318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -141319.828125 Penalty: 733.652710
	Iteration 41Q: 3 clusters Score -141319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -141322.687500 Penalty: 733.652710
	Iteration 42Q: 3 clusters Score -141322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -141323.593750 Penalty: 733.652710
	Iteration 43Q: 3 clusters Score -141323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -141324.562500 Penalty: 733.652710
	Iteration 44Q: 3 clusters Score -141324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -141324.812500 Penalty: 733.652710
	Iteration 45Q: 3 clusters Score -141324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -141325.968750 Penalty: 733.652710
	Iteration 46Q: 3 clusters Score -141326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -141326.250000 Penalty: 733.652710
	Iteration 47Q: 3 clusters Score -141326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -141326.250000 Penalty: 733.652710
	Iteration 48F: 3 clusters Score -141326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -95654.929688 Penalty: 350.855103
	Iteration 0F: 2 clusters Score -95654.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -94075.171875 Penalty: 701.710205
	Iteration 0F: 3 clusters Score -94075.17 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -94588.617188 Penalty: 701.710205
	Iteration 1F: 3 clusters Score -94588.62 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -94695.468750 Penalty: 701.710205
	Iteration 2F: 3 clusters Score -94695.47 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -94820.390625 Penalty: 701.710205
	Iteration 3F: 3 clusters Score -94820.39 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -94941.671875 Penalty: 701.710205
	Iteration 4F: 3 clusters Score -94941.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -95054.312500 Penalty: 701.710205
	Iteration 5F: 3 clusters Score -95054.31 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -95136.984375 Penalty: 701.710205
	Iteration 6F: 3 clusters Score -95136.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95201.164062 Penalty: 701.710205
	Iteration 7Q: 3 clusters Score -95201.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -95253.570312 Penalty: 701.710205
	Iteration 8Q: 3 clusters Score -95253.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -95274.796875 Penalty: 701.710205
	Iteration 9Q: 3 clusters Score -95274.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95289.421875 Penalty: 701.710205
	Iteration 10Q: 3 clusters Score -95289.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -95296.390625 Penalty: 701.710205
	Iteration 11Q: 3 clusters Score -95296.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -95301.093750 Penalty: 701.710205
	Iteration 12Q: 3 clusters Score -95301.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95304.117188 Penalty: 701.710205
	Iteration 13Q: 3 clusters Score -95304.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95305.421875 Penalty: 701.710205
	Iteration 14Q: 3 clusters Score -95305.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95305.640625 Penalty: 701.710205
	Iteration 15Q: 3 clusters Score -95305.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -95306.296875 Penalty: 701.710205
	Iteration 16Q: 3 clusters Score -95306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -95307.656250 Penalty: 701.710205
	Iteration 17Q: 3 clusters Score -95307.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95311.156250 Penalty: 701.710205
	Iteration 18Q: 3 clusters Score -95311.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95312.757812 Penalty: 701.710205
	Iteration 19Q: 3 clusters Score -95312.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -95315.289062 Penalty: 701.710205
	Iteration 20F: 3 clusters Score -95315.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95316.062500 Penalty: 701.710205
	Iteration 21Q: 3 clusters Score -95316.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95317.375000 Penalty: 701.710205
	Iteration 22Q: 3 clusters Score -95317.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95317.906250 Penalty: 701.710205
	Iteration 23Q: 3 clusters Score -95317.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95318.367188 Penalty: 701.710205
	Iteration 24Q: 3 clusters Score -95318.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95318.453125 Penalty: 701.710205
	Iteration 25Q: 3 clusters Score -95318.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95318.523438 Penalty: 701.710205
	Iteration 26Q: 3 clusters Score -95318.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95318.523438 Penalty: 701.710205
	Iteration 27F: 3 clusters Score -95318.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -34993.550781 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -34993.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34274.140625 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -34274.14 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -34601.492188 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -34601.49 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34706.714844 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -34706.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34750.164062 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -34750.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34799.121094 Penalty: 617.076233
	Iteration 4F: 3 clusters Score -34799.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34856.667969 Penalty: 617.076233
	Iteration 5F: 3 clusters Score -34856.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34920.210938 Penalty: 617.076233
	Iteration 6F: 3 clusters Score -34920.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34991.421875 Penalty: 617.076233
	Iteration 7F: 3 clusters Score -34991.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35029.156250 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -35029.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35073.558594 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -35073.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35088.117188 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -35088.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35106.250000 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -35106.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35136.796875 Penalty: 617.076233
	Iteration 12Q: 3 clusters Score -35136.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35157.746094 Penalty: 617.076233
	Iteration 13Q: 3 clusters Score -35157.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35168.261719 Penalty: 617.076233
	Iteration 14Q: 3 clusters Score -35168.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35181.175781 Penalty: 617.076233
	Iteration 15Q: 3 clusters Score -35181.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -35198.242188 Penalty: 617.076233
	Iteration 16Q: 3 clusters Score -35198.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -35207.375000 Penalty: 617.076233
	Iteration 17Q: 3 clusters Score -35207.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -35209.203125 Penalty: 617.076233
	Iteration 18Q: 3 clusters Score -35209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -35211.183594 Penalty: 617.076233
	Iteration 19Q: 3 clusters Score -35211.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -35211.519531 Penalty: 617.076233
	Iteration 20F: 3 clusters Score -35211.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162821 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47206 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146122 members 
Mstep: Class 25 contains 70 members 
Entering Unmasked Estep 
Score: -23235242.000000 Penalty: 14972.122070
Splitting cluster 7 changes total score from -23235260.000000 to -23235242.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (32109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Entering Unmasked Estep 
Score: -1528564.000000 Penalty: 472.148590
	Iteration 0F: 2 clusters Score -1528564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1507129.375000 Penalty: 944.297180
	Iteration 0F: 3 clusters Score -1507129 nChanged 15435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1516825.750000 Penalty: 944.297180
	Iteration 1F: 3 clusters Score -1516826 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1517911.250000 Penalty: 944.297180
	Iteration 2F: 3 clusters Score -1517911 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1519526.875000 Penalty: 944.297180
	Iteration 3F: 3 clusters Score -1519527 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1521629.625000 Penalty: 944.297180
	Iteration 4F: 3 clusters Score -1521630 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1523941.000000 Penalty: 944.297180
	Iteration 5F: 3 clusters Score -1523941 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1525497.500000 Penalty: 944.297180
	Iteration 6F: 3 clusters Score -1525498 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1526129.000000 Penalty: 944.297180
	Iteration 7Q: 3 clusters Score -1526129 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -1526402.375000 Penalty: 944.297180
	Iteration 8Q: 3 clusters Score -1526402 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1526599.000000 Penalty: 944.297180
	Iteration 9Q: 3 clusters Score -1526599 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -1526779.375000 Penalty: 944.297180
	Iteration 10Q: 3 clusters Score -1526779 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -1526922.250000 Penalty: 944.297180
	Iteration 11Q: 3 clusters Score -1526922 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -1527054.250000 Penalty: 944.297180
	Iteration 12Q: 3 clusters Score -1527054 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -1527181.375000 Penalty: 944.297180
	Iteration 13Q: 3 clusters Score -1527181 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1527298.875000 Penalty: 944.297180
	Iteration 14Q: 3 clusters Score -1527299 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -1527394.875000 Penalty: 944.297180
	Iteration 15Q: 3 clusters Score -1527395 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1527516.250000 Penalty: 944.297180
	Iteration 16Q: 3 clusters Score -1527516 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -1527635.125000 Penalty: 944.297180
	Iteration 17Q: 3 clusters Score -1527635 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -1527737.250000 Penalty: 944.297180
	Iteration 18Q: 3 clusters Score -1527737 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1527836.500000 Penalty: 944.297180
	Iteration 19Q: 3 clusters Score -1527836 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -1527917.125000 Penalty: 944.297180
	Iteration 20F: 3 clusters Score -1527917 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -1527988.500000 Penalty: 944.297180
	Iteration 21Q: 3 clusters Score -1527988 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -1528037.625000 Penalty: 944.297180
	Iteration 22Q: 3 clusters Score -1528038 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -1528092.375000 Penalty: 944.297180
	Iteration 23Q: 3 clusters Score -1528092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1528143.625000 Penalty: 944.297180
	Iteration 24Q: 3 clusters Score -1528144 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -1528196.375000 Penalty: 944.297180
	Iteration 25Q: 3 clusters Score -1528196 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -1528245.375000 Penalty: 944.297180
	Iteration 26Q: 3 clusters Score -1528245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -1528285.750000 Penalty: 944.297180
	Iteration 27Q: 3 clusters Score -1528286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -1528318.375000 Penalty: 944.297180
	Iteration 28Q: 3 clusters Score -1528318 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -1528349.375000 Penalty: 944.297180
	Iteration 29Q: 3 clusters Score -1528349 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -1528368.875000 Penalty: 944.297180
	Iteration 30Q: 3 clusters Score -1528369 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -1528392.500000 Penalty: 944.297180
	Iteration 31Q: 3 clusters Score -1528392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -1528424.250000 Penalty: 944.297180
	Iteration 32Q: 3 clusters Score -1528424 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -1528460.375000 Penalty: 944.297180
	Iteration 33Q: 3 clusters Score -1528460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -1528490.625000 Penalty: 944.297180
	Iteration 34Q: 3 clusters Score -1528491 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -1528523.125000 Penalty: 944.297180
	Iteration 35Q: 3 clusters Score -1528523 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -1528551.250000 Penalty: 944.297180
	Iteration 36Q: 3 clusters Score -1528551 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -1528577.000000 Penalty: 944.297180
	Iteration 37Q: 3 clusters Score -1528577 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1528599.000000 Penalty: 944.297180
	Iteration 38Q: 3 clusters Score -1528599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -1528631.750000 Penalty: 944.297180
	Iteration 39Q: 3 clusters Score -1528632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -1528660.250000 Penalty: 944.297180
	Iteration 40F: 3 clusters Score -1528660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -1528674.125000 Penalty: 944.297180
	Iteration 41Q: 3 clusters Score -1528674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -1528694.250000 Penalty: 944.297180
	Iteration 42Q: 3 clusters Score -1528694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -1528714.625000 Penalty: 944.297180
	Iteration 43Q: 3 clusters Score -1528715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -1528730.750000 Penalty: 944.297180
	Iteration 44Q: 3 clusters Score -1528731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -1528744.875000 Penalty: 944.297180
	Iteration 45Q: 3 clusters Score -1528745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -1528750.125000 Penalty: 944.297180
	Iteration 46Q: 3 clusters Score -1528750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -1528762.250000 Penalty: 944.297180
	Iteration 47Q: 3 clusters Score -1528762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -1528770.000000 Penalty: 944.297180
	Iteration 48Q: 3 clusters Score -1528770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1528775.625000 Penalty: 944.297180
	Iteration 49Q: 3 clusters Score -1528776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -1528781.500000 Penalty: 944.297180
	Iteration 50Q: 3 clusters Score -1528782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -1528785.375000 Penalty: 944.297180
	Iteration 51Q: 3 clusters Score -1528785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -1528787.000000 Penalty: 944.297180
	Iteration 52Q: 3 clusters Score -1528787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -1528792.125000 Penalty: 944.297180
	Iteration 53Q: 3 clusters Score -1528792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1528791.625000 Penalty: 944.297180
	Iteration 54Q: 3 clusters Score -1528792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -1528792.375000 Penalty: 944.297180
	Iteration 55Q: 3 clusters Score -1528792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -1528792.750000 Penalty: 944.297180
	Iteration 56Q: 3 clusters Score -1528793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -1528793.000000 Penalty: 944.297180
	Iteration 57Q: 3 clusters Score -1528793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -1528794.125000 Penalty: 944.297180
	Iteration 58Q: 3 clusters Score -1528794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -1528792.375000 Penalty: 944.297180
	Iteration 59Q: 3 clusters Score -1528792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -1528793.500000 Penalty: 944.297180
	Iteration 60F: 3 clusters Score -1528794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -1528792.875000 Penalty: 944.297180
	Iteration 61Q: 3 clusters Score -1528793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -1528792.500000 Penalty: 944.297180
	Iteration 62Q: 3 clusters Score -1528792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -1528793.750000 Penalty: 944.297180
	Iteration 63Q: 3 clusters Score -1528794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -1528793.000000 Penalty: 944.297180
	Iteration 64Q: 3 clusters Score -1528793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -1528792.250000 Penalty: 944.297180
	Iteration 65Q: 3 clusters Score -1528792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -1528791.500000 Penalty: 944.297180
	Iteration 66Q: 3 clusters Score -1528792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -1528790.875000 Penalty: 944.297180
	Iteration 67Q: 3 clusters Score -1528791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -1528789.625000 Penalty: 944.297180
	Iteration 68Q: 3 clusters Score -1528790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -1528788.125000 Penalty: 944.297180
	Iteration 69Q: 3 clusters Score -1528788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -1528791.375000 Penalty: 944.297180
	Iteration 70Q: 3 clusters Score -1528791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -1528790.000000 Penalty: 944.297180
	Iteration 71Q: 3 clusters Score -1528790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -1528791.125000 Penalty: 944.297180
	Iteration 72Q: 3 clusters Score -1528791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -1528795.250000 Penalty: 944.297180
	Iteration 73Q: 3 clusters Score -1528795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -1528795.875000 Penalty: 944.297180
	Iteration 74Q: 3 clusters Score -1528796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -1528798.750000 Penalty: 944.297180
	Iteration 75Q: 3 clusters Score -1528799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -1528799.875000 Penalty: 944.297180
	Iteration 76Q: 3 clusters Score -1528800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -1528799.750000 Penalty: 944.297180
	Iteration 77Q: 3 clusters Score -1528800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -1528802.625000 Penalty: 944.297180
	Iteration 78Q: 3 clusters Score -1528803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -1528799.500000 Penalty: 944.297180
	Iteration 79Q: 3 clusters Score -1528800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -1528798.500000 Penalty: 944.297180
	Iteration 80F: 3 clusters Score -1528798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162821 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47206 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146122 members 
Mstep: Class 25 contains 30668 members 
Entering Unmasked Estep 
Score: -23235414.000000 Penalty: 14972.122070
Splitting cluster 8 changes total score from -23235260.000000 to -23235414.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -37771.898438 Penalty: 310.061707
	Iteration 0F: 2 clusters Score -37771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37043.746094 Penalty: 620.123413
	Iteration 0F: 3 clusters Score -37043.75 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37340.933594 Penalty: 620.123413
	Iteration 1F: 3 clusters Score -37340.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -37455.847656 Penalty: 620.123413
	Iteration 2F: 3 clusters Score -37455.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37527.558594 Penalty: 620.123413
	Iteration 3F: 3 clusters Score -37527.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -37588.320312 Penalty: 620.123413
	Iteration 4F: 3 clusters Score -37588.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -37623.292969 Penalty: 620.123413
	Iteration 5Q: 3 clusters Score -37623.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -37636.035156 Penalty: 620.123413
	Iteration 6Q: 3 clusters Score -37636.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -37642.277344 Penalty: 620.123413
	Iteration 7Q: 3 clusters Score -37642.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -37645.550781 Penalty: 620.123413
	Iteration 8Q: 3 clusters Score -37645.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -37648.332031 Penalty: 620.123413
	Iteration 9Q: 3 clusters Score -37648.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -37648.925781 Penalty: 620.123413
	Iteration 10Q: 3 clusters Score -37648.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -37649.027344 Penalty: 620.123413
	Iteration 11Q: 3 clusters Score -37649.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -37649.027344 Penalty: 620.123413
	Iteration 12F: 3 clusters Score -37649.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -5528.853027 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -5528.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5291.105469 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5291.105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5353.645996 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -5353.646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5381.977051 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -5381.977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5385.616699 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -5385.617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5388.528320 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -5388.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5391.128418 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -5391.128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5392.654297 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -5392.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5392.654297 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -5392.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9150.070312 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9150.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8857.548828 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -8857.549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8912.960938 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -8912.961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8927.445312 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -8927.445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8933.046875 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -8933.047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8933.046875 Penalty: 484.393921
	Iteration 4F: 3 clusters Score -8933.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -119675.835938 Penalty: 354.288116
	Iteration 0F: 2 clusters Score -119675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -117969.054688 Penalty: 708.576233
	Iteration 0F: 3 clusters Score -117969.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -118483.171875 Penalty: 708.576233
	Iteration 1F: 3 clusters Score -118483.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -118563.812500 Penalty: 708.576233
	Iteration 2F: 3 clusters Score -118563.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -118638.976562 Penalty: 708.576233
	Iteration 3F: 3 clusters Score -118639 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -118724.796875 Penalty: 708.576233
	Iteration 4F: 3 clusters Score -118724.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118823.164062 Penalty: 708.576233
	Iteration 5F: 3 clusters Score -118823.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118950.312500 Penalty: 708.576233
	Iteration 6F: 3 clusters Score -118950.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119086.226562 Penalty: 708.576233
	Iteration 7F: 3 clusters Score -119086.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119213.882812 Penalty: 708.576233
	Iteration 8F: 3 clusters Score -119213.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119293.531250 Penalty: 708.576233
	Iteration 9Q: 3 clusters Score -119293.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119344.312500 Penalty: 708.576233
	Iteration 10Q: 3 clusters Score -119344.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119358.390625 Penalty: 708.576233
	Iteration 11Q: 3 clusters Score -119358.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119369.039062 Penalty: 708.576233
	Iteration 12Q: 3 clusters Score -119369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119377.921875 Penalty: 708.576233
	Iteration 13Q: 3 clusters Score -119377.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119384.671875 Penalty: 708.576233
	Iteration 14Q: 3 clusters Score -119384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119390.085938 Penalty: 708.576233
	Iteration 15Q: 3 clusters Score -119390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -119393.148438 Penalty: 708.576233
	Iteration 16Q: 3 clusters Score -119393.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -119394.898438 Penalty: 708.576233
	Iteration 17Q: 3 clusters Score -119394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119396.726562 Penalty: 708.576233
	Iteration 18Q: 3 clusters Score -119396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119399.453125 Penalty: 708.576233
	Iteration 19Q: 3 clusters Score -119399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119401.593750 Penalty: 708.576233
	Iteration 20F: 3 clusters Score -119401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119402.859375 Penalty: 708.576233
	Iteration 21Q: 3 clusters Score -119402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119403.601562 Penalty: 708.576233
	Iteration 22Q: 3 clusters Score -119403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119404.898438 Penalty: 708.576233
	Iteration 23Q: 3 clusters Score -119404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -119408.187500 Penalty: 708.576233
	Iteration 24Q: 3 clusters Score -119408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -119411.046875 Penalty: 708.576233
	Iteration 25Q: 3 clusters Score -119411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -119414.390625 Penalty: 708.576233
	Iteration 26Q: 3 clusters Score -119414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -119415.507812 Penalty: 708.576233
	Iteration 27Q: 3 clusters Score -119415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -119415.632812 Penalty: 708.576233
	Iteration 28Q: 3 clusters Score -119415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -119415.632812 Penalty: 708.576233
	Iteration 29F: 3 clusters Score -119415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Entering Unmasked Estep 
Score: -187789.375000 Penalty: 381.059692
	Iteration 0F: 2 clusters Score -187789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -184853.171875 Penalty: 762.119385
	Iteration 0F: 3 clusters Score -184853.2 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -185863.531250 Penalty: 762.119385
	Iteration 1F: 3 clusters Score -185863.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -185956.921875 Penalty: 762.119385
	Iteration 2Q: 3 clusters Score -185956.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -186047.000000 Penalty: 762.119385
	Iteration 3Q: 3 clusters Score -186047 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -186154.109375 Penalty: 762.119385
	Iteration 4Q: 3 clusters Score -186154.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -186306.656250 Penalty: 762.119385
	Iteration 5Q: 3 clusters Score -186306.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -186519.281250 Penalty: 762.119385
	Iteration 6F: 3 clusters Score -186519.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -186730.234375 Penalty: 762.119385
	Iteration 7F: 3 clusters Score -186730.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -186853.187500 Penalty: 762.119385
	Iteration 8Q: 3 clusters Score -186853.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186914.234375 Penalty: 762.119385
	Iteration 9Q: 3 clusters Score -186914.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186950.562500 Penalty: 762.119385
	Iteration 10Q: 3 clusters Score -186950.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -186980.390625 Penalty: 762.119385
	Iteration 11Q: 3 clusters Score -186980.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -187002.984375 Penalty: 762.119385
	Iteration 12Q: 3 clusters Score -187003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -187022.609375 Penalty: 762.119385
	Iteration 13Q: 3 clusters Score -187022.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187045.031250 Penalty: 762.119385
	Iteration 14Q: 3 clusters Score -187045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187062.156250 Penalty: 762.119385
	Iteration 15Q: 3 clusters Score -187062.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187082.703125 Penalty: 762.119385
	Iteration 16Q: 3 clusters Score -187082.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187116.906250 Penalty: 762.119385
	Iteration 17Q: 3 clusters Score -187116.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187167.375000 Penalty: 762.119385
	Iteration 18Q: 3 clusters Score -187167.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -187235.359375 Penalty: 762.119385
	Iteration 19Q: 3 clusters Score -187235.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -187294.953125 Penalty: 762.119385
	Iteration 20F: 3 clusters Score -187295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187351.093750 Penalty: 762.119385
	Iteration 21Q: 3 clusters Score -187351.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187383.031250 Penalty: 762.119385
	Iteration 22Q: 3 clusters Score -187383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -187402.375000 Penalty: 762.119385
	Iteration 23Q: 3 clusters Score -187402.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -187426.500000 Penalty: 762.119385
	Iteration 24Q: 3 clusters Score -187426.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -187444.578125 Penalty: 762.119385
	Iteration 25Q: 3 clusters Score -187444.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187456.687500 Penalty: 762.119385
	Iteration 26Q: 3 clusters Score -187456.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -187463.421875 Penalty: 762.119385
	Iteration 27Q: 3 clusters Score -187463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187468.203125 Penalty: 762.119385
	Iteration 28Q: 3 clusters Score -187468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -187471.890625 Penalty: 762.119385
	Iteration 29Q: 3 clusters Score -187471.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -187476.250000 Penalty: 762.119385
	Iteration 30Q: 3 clusters Score -187476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -187479.500000 Penalty: 762.119385
	Iteration 31Q: 3 clusters Score -187479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -187480.828125 Penalty: 762.119385
	Iteration 32Q: 3 clusters Score -187480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -187482.546875 Penalty: 762.119385
	Iteration 33Q: 3 clusters Score -187482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -187484.843750 Penalty: 762.119385
	Iteration 34Q: 3 clusters Score -187484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -187486.421875 Penalty: 762.119385
	Iteration 35Q: 3 clusters Score -187486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187488.109375 Penalty: 762.119385
	Iteration 36Q: 3 clusters Score -187488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -187490.046875 Penalty: 762.119385
	Iteration 37Q: 3 clusters Score -187490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -187491.078125 Penalty: 762.119385
	Iteration 38Q: 3 clusters Score -187491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187491.109375 Penalty: 762.119385
	Iteration 39Q: 3 clusters Score -187491.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -187491.453125 Penalty: 762.119385
	Iteration 40F: 3 clusters Score -187491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -187491.875000 Penalty: 762.119385
	Iteration 41Q: 3 clusters Score -187491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187491.921875 Penalty: 762.119385
	Iteration 42Q: 3 clusters Score -187491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187492.468750 Penalty: 762.119385
	Iteration 43Q: 3 clusters Score -187492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -187492.531250 Penalty: 762.119385
	Iteration 44Q: 3 clusters Score -187492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187493.031250 Penalty: 762.119385
	Iteration 45Q: 3 clusters Score -187493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187493.031250 Penalty: 762.119385
	Iteration 46F: 3 clusters Score -187493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Entering Unmasked Estep 
Score: -7531618.000000 Penalty: 546.018494
	Iteration 0F: 2 clusters Score -7531618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -7423850.500000 Penalty: 1092.036987
	Iteration 0F: 3 clusters Score -7423850 nChanged 80159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -7472141.000000 Penalty: 1092.036987
	Iteration 1F: 3 clusters Score -7472141 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -7474892.000000 Penalty: 1092.036987
	Iteration 2Q: 3 clusters Score -7474892 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -7479217.500000 Penalty: 1092.036987
	Iteration 3F: 3 clusters Score -7479218 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -7486732.000000 Penalty: 1092.036987
	Iteration 4F: 3 clusters Score -7486732 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 127825 members 
Entering Unmasked Estep 
Score: -7498738.500000 Penalty: 1092.036987
	Iteration 5F: 3 clusters Score -7498738 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -7513658.000000 Penalty: 1092.036987
	Iteration 6F: 3 clusters Score -7513658 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 154044 members 
Entering Unmasked Estep 
Score: -7524750.000000 Penalty: 1092.036987
	Iteration 7F: 3 clusters Score -7524750 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -7529269.000000 Penalty: 1092.036987
	Iteration 8Q: 3 clusters Score -7529269 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 161754 members 
Entering Unmasked Estep 
Score: -7530552.000000 Penalty: 1092.036987
	Iteration 9Q: 3 clusters Score -7530552 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -7530922.000000 Penalty: 1092.036987
	Iteration 10Q: 3 clusters Score -7530922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 162491 members 
Entering Unmasked Estep 
Score: -7531031.000000 Penalty: 1092.036987
	Iteration 11Q: 3 clusters Score -7531031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 162569 members 
Entering Unmasked Estep 
Score: -7531114.500000 Penalty: 1092.036987
	Iteration 12Q: 3 clusters Score -7531114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -7531139.000000 Penalty: 1092.036987
	Iteration 13Q: 3 clusters Score -7531139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -7531154.000000 Penalty: 1092.036987
	Iteration 14Q: 3 clusters Score -7531154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -7531164.000000 Penalty: 1092.036987
	Iteration 15Q: 3 clusters Score -7531164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 162626 members 
Entering Unmasked Estep 
Score: -7531174.000000 Penalty: 1092.036987
	Iteration 16Q: 3 clusters Score -7531174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -7531174.500000 Penalty: 1092.036987
	Iteration 17Q: 3 clusters Score -7531174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162630 members 
Entering Unmasked Estep 
Score: -7531177.000000 Penalty: 1092.036987
	Iteration 18Q: 3 clusters Score -7531177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162630 members 
Entering Unmasked Estep 
Score: -7531180.500000 Penalty: 1092.036987
	Iteration 19Q: 3 clusters Score -7531180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162632 members 
Entering Unmasked Estep 
Score: -7531180.500000 Penalty: 1092.036987
	Iteration 20F: 3 clusters Score -7531180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -7531183.500000 Penalty: 1092.036987
	Iteration 21Q: 3 clusters Score -7531184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -7531188.000000 Penalty: 1092.036987
	Iteration 22Q: 3 clusters Score -7531188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -7531192.000000 Penalty: 1092.036987
	Iteration 23Q: 3 clusters Score -7531192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -7531192.000000 Penalty: 1092.036987
	Iteration 24F: 3 clusters Score -7531192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -95468.570312 Penalty: 344.125610
	Iteration 0F: 2 clusters Score -95468.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -94055.039062 Penalty: 688.251221
	Iteration 0F: 3 clusters Score -94055.04 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -94484.445312 Penalty: 688.251221
	Iteration 1F: 3 clusters Score -94484.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94529.148438 Penalty: 688.251221
	Iteration 2F: 3 clusters Score -94529.15 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -94569.882812 Penalty: 688.251221
	Iteration 3Q: 3 clusters Score -94569.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94613.960938 Penalty: 688.251221
	Iteration 4Q: 3 clusters Score -94613.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -94667.398438 Penalty: 688.251221
	Iteration 5Q: 3 clusters Score -94667.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -94732.195312 Penalty: 688.251221
	Iteration 6Q: 3 clusters Score -94732.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94788.937500 Penalty: 688.251221
	Iteration 7Q: 3 clusters Score -94788.94 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -94841.062500 Penalty: 688.251221
	Iteration 8Q: 3 clusters Score -94841.06 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -94890.921875 Penalty: 688.251221
	Iteration 9Q: 3 clusters Score -94890.92 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -94935.312500 Penalty: 688.251221
	Iteration 10Q: 3 clusters Score -94935.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94977.375000 Penalty: 688.251221
	Iteration 11Q: 3 clusters Score -94977.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95011.093750 Penalty: 688.251221
	Iteration 12Q: 3 clusters Score -95011.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95029.476562 Penalty: 688.251221
	Iteration 13Q: 3 clusters Score -95029.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -95043.875000 Penalty: 688.251221
	Iteration 14Q: 3 clusters Score -95043.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95050.828125 Penalty: 688.251221
	Iteration 15Q: 3 clusters Score -95050.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95055.421875 Penalty: 688.251221
	Iteration 16Q: 3 clusters Score -95055.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -95059.671875 Penalty: 688.251221
	Iteration 17Q: 3 clusters Score -95059.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95068.132812 Penalty: 688.251221
	Iteration 18Q: 3 clusters Score -95068.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95078.859375 Penalty: 688.251221
	Iteration 19Q: 3 clusters Score -95078.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95088.781250 Penalty: 688.251221
	Iteration 20F: 3 clusters Score -95088.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95097.679688 Penalty: 688.251221
	Iteration 21Q: 3 clusters Score -95097.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95106.039062 Penalty: 688.251221
	Iteration 22Q: 3 clusters Score -95106.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95117.039062 Penalty: 688.251221
	Iteration 23Q: 3 clusters Score -95117.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95128.195312 Penalty: 688.251221
	Iteration 24Q: 3 clusters Score -95128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95133.460938 Penalty: 688.251221
	Iteration 25Q: 3 clusters Score -95133.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95138.515625 Penalty: 688.251221
	Iteration 26Q: 3 clusters Score -95138.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95141.250000 Penalty: 688.251221
	Iteration 27Q: 3 clusters Score -95141.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95143.820312 Penalty: 688.251221
	Iteration 28Q: 3 clusters Score -95143.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95146.312500 Penalty: 688.251221
	Iteration 29Q: 3 clusters Score -95146.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95150.546875 Penalty: 688.251221
	Iteration 30Q: 3 clusters Score -95150.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95154.046875 Penalty: 688.251221
	Iteration 31Q: 3 clusters Score -95154.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -95156.421875 Penalty: 688.251221
	Iteration 32Q: 3 clusters Score -95156.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95160.671875 Penalty: 688.251221
	Iteration 33Q: 3 clusters Score -95160.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95166.703125 Penalty: 688.251221
	Iteration 34Q: 3 clusters Score -95166.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95171.312500 Penalty: 688.251221
	Iteration 35Q: 3 clusters Score -95171.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95173.453125 Penalty: 688.251221
	Iteration 36Q: 3 clusters Score -95173.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95173.632812 Penalty: 688.251221
	Iteration 37Q: 3 clusters Score -95173.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95173.820312 Penalty: 688.251221
	Iteration 38Q: 3 clusters Score -95173.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95173.820312 Penalty: 688.251221
	Iteration 39F: 3 clusters Score -95173.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Entering Unmasked Estep 
Score: -2084305.500000 Penalty: 489.683594
	Iteration 0F: 2 clusters Score -2084306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2052489.875000 Penalty: 979.367188
	Iteration 0F: 3 clusters Score -2052490 nChanged 22893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2066002.500000 Penalty: 979.367188
	Iteration 1F: 3 clusters Score -2066002 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2066542.625000 Penalty: 979.367188
	Iteration 2Q: 3 clusters Score -2066543 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -2067577.250000 Penalty: 979.367188
	Iteration 3Q: 3 clusters Score -2067577 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -2069421.500000 Penalty: 979.367188
	Iteration 4F: 3 clusters Score -2069422 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -2072398.625000 Penalty: 979.367188
	Iteration 5F: 3 clusters Score -2072399 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -2075980.875000 Penalty: 979.367188
	Iteration 6F: 3 clusters Score -2075981 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -2078906.750000 Penalty: 979.367188
	Iteration 7F: 3 clusters Score -2078907 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -2080794.750000 Penalty: 979.367188
	Iteration 8Q: 3 clusters Score -2080795 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -2081979.125000 Penalty: 979.367188
	Iteration 9Q: 3 clusters Score -2081979 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -2082659.000000 Penalty: 979.367188
	Iteration 10Q: 3 clusters Score -2082659 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -2083075.250000 Penalty: 979.367188
	Iteration 11Q: 3 clusters Score -2083075 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -2083383.125000 Penalty: 979.367188
	Iteration 12Q: 3 clusters Score -2083383 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -2083573.625000 Penalty: 979.367188
	Iteration 13Q: 3 clusters Score -2083574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -2083697.000000 Penalty: 979.367188
	Iteration 14Q: 3 clusters Score -2083697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -2083772.750000 Penalty: 979.367188
	Iteration 15Q: 3 clusters Score -2083773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -2083808.750000 Penalty: 979.367188
	Iteration 16Q: 3 clusters Score -2083809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -2083832.000000 Penalty: 979.367188
	Iteration 17Q: 3 clusters Score -2083832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -2083847.250000 Penalty: 979.367188
	Iteration 18Q: 3 clusters Score -2083847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -2083854.125000 Penalty: 979.367188
	Iteration 19Q: 3 clusters Score -2083854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -2083860.250000 Penalty: 979.367188
	Iteration 20F: 3 clusters Score -2083860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -2083867.625000 Penalty: 979.367188
	Iteration 21Q: 3 clusters Score -2083868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -2083871.625000 Penalty: 979.367188
	Iteration 22Q: 3 clusters Score -2083872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -2083879.875000 Penalty: 979.367188
	Iteration 23Q: 3 clusters Score -2083880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -2083887.125000 Penalty: 979.367188
	Iteration 24Q: 3 clusters Score -2083887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -2083891.000000 Penalty: 979.367188
	Iteration 25Q: 3 clusters Score -2083891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -2083890.750000 Penalty: 979.367188
	Iteration 26Q: 3 clusters Score -2083891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -2083892.875000 Penalty: 979.367188
	Iteration 27Q: 3 clusters Score -2083893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -2083892.875000 Penalty: 979.367188
	Iteration 28F: 3 clusters Score -2083893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -26914.734375 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -26914.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26349.816406 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -26349.82 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26486.214844 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -26486.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26525.525391 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -26525.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26551.339844 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -26551.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26578.458984 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -26578.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26598.767578 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -26598.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26613.306641 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -26613.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -26623.384766 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -26623.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26630.070312 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -26630.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26635.337891 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -26635.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26637.162109 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -26637.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -26639.781250 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -26639.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -26646.373047 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -26646.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -26648.490234 Penalty: 582.120605
	Iteration 13Q: 3 clusters Score -26648.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -26648.490234 Penalty: 582.120605
	Iteration 14F: 3 clusters Score -26648.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -11147.637695 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -11147.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10806.941406 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -10806.94 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10966.873047 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -10966.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11040.620117 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -11040.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11067.608398 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -11067.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11082.437500 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -11082.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11105.848633 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -11105.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11113.342773 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -11113.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11118.482422 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -11118.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11119.639648 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -11119.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11121.149414 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -11121.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11123.141602 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -11123.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11123.582031 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -11123.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11124.249023 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -11124.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11125.128906 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -11125.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11126.251953 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -11126.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11126.577148 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -11126.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11126.577148 Penalty: 521.143127
	Iteration 16F: 3 clusters Score -11126.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -257532.718750 Penalty: 393.748810
	Iteration 0F: 2 clusters Score -257532.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -253725.031250 Penalty: 787.497620
	Iteration 0F: 3 clusters Score -253725 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -255616.234375 Penalty: 787.497620
	Iteration 1F: 3 clusters Score -255616.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -255912.250000 Penalty: 787.497620
	Iteration 2F: 3 clusters Score -255912.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -256118.984375 Penalty: 787.497620
	Iteration 3F: 3 clusters Score -256119 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -256259.328125 Penalty: 787.497620
	Iteration 4F: 3 clusters Score -256259.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -256376.234375 Penalty: 787.497620
	Iteration 5Q: 3 clusters Score -256376.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -256466.312500 Penalty: 787.497620
	Iteration 6Q: 3 clusters Score -256466.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -256556.109375 Penalty: 787.497620
	Iteration 7Q: 3 clusters Score -256556.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -256653.218750 Penalty: 787.497620
	Iteration 8Q: 3 clusters Score -256653.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -256753.062500 Penalty: 787.497620
	Iteration 9Q: 3 clusters Score -256753.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -256867.812500 Penalty: 787.497620
	Iteration 10Q: 3 clusters Score -256867.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -256980.734375 Penalty: 787.497620
	Iteration 11Q: 3 clusters Score -256980.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -257097.468750 Penalty: 787.497620
	Iteration 12Q: 3 clusters Score -257097.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -257196.375000 Penalty: 787.497620
	Iteration 13Q: 3 clusters Score -257196.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -257268.640625 Penalty: 787.497620
	Iteration 14Q: 3 clusters Score -257268.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -257332.109375 Penalty: 787.497620
	Iteration 15Q: 3 clusters Score -257332.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -257373.296875 Penalty: 787.497620
	Iteration 16Q: 3 clusters Score -257373.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -257403.828125 Penalty: 787.497620
	Iteration 17Q: 3 clusters Score -257403.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -257419.687500 Penalty: 787.497620
	Iteration 18Q: 3 clusters Score -257419.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -257428.687500 Penalty: 787.497620
	Iteration 19Q: 3 clusters Score -257428.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -257434.921875 Penalty: 787.497620
	Iteration 20F: 3 clusters Score -257434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -257439.296875 Penalty: 787.497620
	Iteration 21Q: 3 clusters Score -257439.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -257444.484375 Penalty: 787.497620
	Iteration 22Q: 3 clusters Score -257444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -257448.296875 Penalty: 787.497620
	Iteration 23Q: 3 clusters Score -257448.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -257450.468750 Penalty: 787.497620
	Iteration 24Q: 3 clusters Score -257450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -257452.156250 Penalty: 787.497620
	Iteration 25Q: 3 clusters Score -257452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -257453.093750 Penalty: 787.497620
	Iteration 26Q: 3 clusters Score -257453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -257453.765625 Penalty: 787.497620
	Iteration 27Q: 3 clusters Score -257453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -257454.328125 Penalty: 787.497620
	Iteration 28Q: 3 clusters Score -257454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -257455.359375 Penalty: 787.497620
	Iteration 29Q: 3 clusters Score -257455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -257455.515625 Penalty: 787.497620
	Iteration 30Q: 3 clusters Score -257455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -257456.062500 Penalty: 787.497620
	Iteration 31Q: 3 clusters Score -257456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -257456.718750 Penalty: 787.497620
	Iteration 32Q: 3 clusters Score -257456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -257458.671875 Penalty: 787.497620
	Iteration 33Q: 3 clusters Score -257458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -257459.265625 Penalty: 787.497620
	Iteration 34Q: 3 clusters Score -257459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -257459.734375 Penalty: 787.497620
	Iteration 35Q: 3 clusters Score -257459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -257460.531250 Penalty: 787.497620
	Iteration 36Q: 3 clusters Score -257460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -257461.265625 Penalty: 787.497620
	Iteration 37Q: 3 clusters Score -257461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -257461.171875 Penalty: 787.497620
	Iteration 38Q: 3 clusters Score -257461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -257461.046875 Penalty: 787.497620
	Iteration 39Q: 3 clusters Score -257461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -257461.781250 Penalty: 787.497620
	Iteration 40F: 3 clusters Score -257461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -257461.703125 Penalty: 787.497620
	Iteration 41Q: 3 clusters Score -257461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -257461.703125 Penalty: 787.497620
	Iteration 42F: 3 clusters Score -257461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -10741.273438 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -10741.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10410.232422 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -10410.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10510.582031 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -10510.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10562.811523 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -10562.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10587.022461 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -10587.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10603.695312 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -10603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10611.319336 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -10611.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10614.639648 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -10614.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10614.639648 Penalty: 509.456421
	Iteration 7F: 3 clusters Score -10614.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -176021.593750 Penalty: 370.118256
	Iteration 0F: 2 clusters Score -176021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -173639.125000 Penalty: 740.236511
	Iteration 0F: 3 clusters Score -173639.1 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -174466.343750 Penalty: 740.236511
	Iteration 1F: 3 clusters Score -174466.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -174622.343750 Penalty: 740.236511
	Iteration 2F: 3 clusters Score -174622.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -174799.656250 Penalty: 740.236511
	Iteration 3F: 3 clusters Score -174799.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -175000.812500 Penalty: 740.236511
	Iteration 4F: 3 clusters Score -175000.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -175215.531250 Penalty: 740.236511
	Iteration 5F: 3 clusters Score -175215.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -175376.250000 Penalty: 740.236511
	Iteration 6F: 3 clusters Score -175376.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -175467.578125 Penalty: 740.236511
	Iteration 7Q: 3 clusters Score -175467.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -175516.937500 Penalty: 740.236511
	Iteration 8Q: 3 clusters Score -175516.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -175553.921875 Penalty: 740.236511
	Iteration 9Q: 3 clusters Score -175553.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -175575.890625 Penalty: 740.236511
	Iteration 10Q: 3 clusters Score -175575.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -175589.312500 Penalty: 740.236511
	Iteration 11Q: 3 clusters Score -175589.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -175597.062500 Penalty: 740.236511
	Iteration 12Q: 3 clusters Score -175597.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -175601.750000 Penalty: 740.236511
	Iteration 13Q: 3 clusters Score -175601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -175604.156250 Penalty: 740.236511
	Iteration 14Q: 3 clusters Score -175604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -175606.640625 Penalty: 740.236511
	Iteration 15Q: 3 clusters Score -175606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -175610.406250 Penalty: 740.236511
	Iteration 16Q: 3 clusters Score -175610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -175615.500000 Penalty: 740.236511
	Iteration 17Q: 3 clusters Score -175615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -175619.000000 Penalty: 740.236511
	Iteration 18Q: 3 clusters Score -175619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -175621.203125 Penalty: 740.236511
	Iteration 19Q: 3 clusters Score -175621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -175623.406250 Penalty: 740.236511
	Iteration 20F: 3 clusters Score -175623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -175624.968750 Penalty: 740.236511
	Iteration 21Q: 3 clusters Score -175625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -175626.687500 Penalty: 740.236511
	Iteration 22Q: 3 clusters Score -175626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -175629.421875 Penalty: 740.236511
	Iteration 23Q: 3 clusters Score -175629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -175633.000000 Penalty: 740.236511
	Iteration 24Q: 3 clusters Score -175633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -175636.562500 Penalty: 740.236511
	Iteration 25Q: 3 clusters Score -175636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -175639.718750 Penalty: 740.236511
	Iteration 26Q: 3 clusters Score -175639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -175642.593750 Penalty: 740.236511
	Iteration 27Q: 3 clusters Score -175642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -175644.812500 Penalty: 740.236511
	Iteration 28Q: 3 clusters Score -175644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -175645.781250 Penalty: 740.236511
	Iteration 29Q: 3 clusters Score -175645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -175647.328125 Penalty: 740.236511
	Iteration 30Q: 3 clusters Score -175647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -175648.203125 Penalty: 740.236511
	Iteration 31Q: 3 clusters Score -175648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -175649.390625 Penalty: 740.236511
	Iteration 32Q: 3 clusters Score -175649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -175651.328125 Penalty: 740.236511
	Iteration 33Q: 3 clusters Score -175651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -175652.234375 Penalty: 740.236511
	Iteration 34Q: 3 clusters Score -175652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -175652.875000 Penalty: 740.236511
	Iteration 35Q: 3 clusters Score -175652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -175652.796875 Penalty: 740.236511
	Iteration 36Q: 3 clusters Score -175652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -175652.859375 Penalty: 740.236511
	Iteration 37Q: 3 clusters Score -175652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -175653.609375 Penalty: 740.236511
	Iteration 38Q: 3 clusters Score -175653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -175654.250000 Penalty: 740.236511
	Iteration 39Q: 3 clusters Score -175654.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -175654.484375 Penalty: 740.236511
	Iteration 40F: 3 clusters Score -175654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -175655.718750 Penalty: 740.236511
	Iteration 41Q: 3 clusters Score -175655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -175655.484375 Penalty: 740.236511
	Iteration 42Q: 3 clusters Score -175655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -175655.484375 Penalty: 740.236511
	Iteration 43F: 3 clusters Score -175655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -36538.140625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -36538.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35804.640625 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -35804.64 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36034.449219 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -36034.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36122.394531 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -36122.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36170.800781 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -36170.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36208.757812 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -36208.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36231.789062 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -36231.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36244.312500 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -36244.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36259.617188 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -36259.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36283.496094 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -36283.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36310.140625 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -36310.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36322.964844 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -36322.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36332.421875 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -36332.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36337.621094 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -36337.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36340.113281 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -36340.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36342.671875 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -36342.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36347.238281 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -36347.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36349.789062 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -36349.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36353.160156 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -36353.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36355.675781 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -36355.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36360.937500 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -36360.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36364.636719 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -36364.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36367.250000 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -36367.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36370.304688 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -36370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36376.578125 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -36376.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36382.441406 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -36382.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36385.089844 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -36385.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36387.578125 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -36387.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36390.039062 Penalty: 617.591248
	Iteration 27Q: 3 clusters Score -36390.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36392.156250 Penalty: 617.591248
	Iteration 28Q: 3 clusters Score -36392.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36393.882812 Penalty: 617.591248
	Iteration 29Q: 3 clusters Score -36393.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36395.628906 Penalty: 617.591248
	Iteration 30Q: 3 clusters Score -36395.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36396.394531 Penalty: 617.591248
	Iteration 31Q: 3 clusters Score -36396.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36398.394531 Penalty: 617.591248
	Iteration 32Q: 3 clusters Score -36398.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36401.386719 Penalty: 617.591248
	Iteration 33Q: 3 clusters Score -36401.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36404.621094 Penalty: 617.591248
	Iteration 34Q: 3 clusters Score -36404.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36407.382812 Penalty: 617.591248
	Iteration 35Q: 3 clusters Score -36407.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36410.812500 Penalty: 617.591248
	Iteration 36Q: 3 clusters Score -36410.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36415.105469 Penalty: 617.591248
	Iteration 37Q: 3 clusters Score -36415.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36419.113281 Penalty: 617.591248
	Iteration 38Q: 3 clusters Score -36419.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36424.187500 Penalty: 617.591248
	Iteration 39Q: 3 clusters Score -36424.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36427.761719 Penalty: 617.591248
	Iteration 40F: 3 clusters Score -36427.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36431.179688 Penalty: 617.591248
	Iteration 41Q: 3 clusters Score -36431.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36435.574219 Penalty: 617.591248
	Iteration 42Q: 3 clusters Score -36435.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36447.519531 Penalty: 617.591248
	Iteration 43Q: 3 clusters Score -36447.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36458.179688 Penalty: 617.591248
	Iteration 44Q: 3 clusters Score -36458.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36464.128906 Penalty: 617.591248
	Iteration 45Q: 3 clusters Score -36464.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36468.871094 Penalty: 617.591248
	Iteration 46Q: 3 clusters Score -36468.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36471.593750 Penalty: 617.591248
	Iteration 47Q: 3 clusters Score -36471.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36474.429688 Penalty: 617.591248
	Iteration 48Q: 3 clusters Score -36474.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36478.160156 Penalty: 617.591248
	Iteration 49Q: 3 clusters Score -36478.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36480.691406 Penalty: 617.591248
	Iteration 50Q: 3 clusters Score -36480.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36481.492188 Penalty: 617.591248
	Iteration 51Q: 3 clusters Score -36481.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36481.906250 Penalty: 617.591248
	Iteration 52Q: 3 clusters Score -36481.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36481.906250 Penalty: 617.591248
	Iteration 53F: 3 clusters Score -36481.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -18792.210938 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -18792.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18372.783203 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -18372.78 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18466.074219 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -18466.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18489.597656 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -18489.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18510.697266 Penalty: 551.380188
	Iteration 3Q: 3 clusters Score -18510.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18532.361328 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -18532.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18547.208984 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -18547.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18561.410156 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -18561.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18579.218750 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -18579.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18593.142578 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -18593.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18602.683594 Penalty: 551.380188
	Iteration 9Q: 3 clusters Score -18602.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18609.820312 Penalty: 551.380188
	Iteration 10Q: 3 clusters Score -18609.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18611.931641 Penalty: 551.380188
	Iteration 11Q: 3 clusters Score -18611.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18618.078125 Penalty: 551.380188
	Iteration 12Q: 3 clusters Score -18618.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18623.863281 Penalty: 551.380188
	Iteration 13Q: 3 clusters Score -18623.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18626.113281 Penalty: 551.380188
	Iteration 14Q: 3 clusters Score -18626.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18630.636719 Penalty: 551.380188
	Iteration 15Q: 3 clusters Score -18630.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18634.117188 Penalty: 551.380188
	Iteration 16Q: 3 clusters Score -18634.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18639.710938 Penalty: 551.380188
	Iteration 17Q: 3 clusters Score -18639.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18640.517578 Penalty: 551.380188
	Iteration 18Q: 3 clusters Score -18640.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18640.517578 Penalty: 551.380188
	Iteration 19F: 3 clusters Score -18640.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146122 members 
Entering Unmasked Estep 
Score: -6847199.500000 Penalty: 541.094971
	Iteration 0F: 2 clusters Score -6847200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -6749348.000000 Penalty: 1082.189941
	Iteration 0F: 3 clusters Score -6749348 nChanged 71771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -6793151.500000 Penalty: 1082.189941
	Iteration 1F: 3 clusters Score -6793152 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -6796840.000000 Penalty: 1082.189941
	Iteration 2F: 3 clusters Score -6796840 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -6803160.500000 Penalty: 1082.189941
	Iteration 3F: 3 clusters Score -6803160 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -6813141.000000 Penalty: 1082.189941
	Iteration 4F: 3 clusters Score -6813141 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -6825658.500000 Penalty: 1082.189941
	Iteration 5F: 3 clusters Score -6825658 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -6836800.500000 Penalty: 1082.189941
	Iteration 6F: 3 clusters Score -6836800 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -6842860.000000 Penalty: 1082.189941
	Iteration 7Q: 3 clusters Score -6842860 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -6845234.500000 Penalty: 1082.189941
	Iteration 8Q: 3 clusters Score -6845234 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 145253 members 
Entering Unmasked Estep 
Score: -6846125.000000 Penalty: 1082.189941
	Iteration 9Q: 3 clusters Score -6846125 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 145620 members 
Entering Unmasked Estep 
Score: -6846423.500000 Penalty: 1082.189941
	Iteration 10Q: 3 clusters Score -6846424 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 145759 members 
Entering Unmasked Estep 
Score: -6846518.000000 Penalty: 1082.189941
	Iteration 11Q: 3 clusters Score -6846518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -6846597.500000 Penalty: 1082.189941
	Iteration 12Q: 3 clusters Score -6846598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -6846638.500000 Penalty: 1082.189941
	Iteration 13Q: 3 clusters Score -6846638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -6846657.000000 Penalty: 1082.189941
	Iteration 14Q: 3 clusters Score -6846657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 145872 members 
Entering Unmasked Estep 
Score: -6846667.000000 Penalty: 1082.189941
	Iteration 15Q: 3 clusters Score -6846667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 145884 members 
Entering Unmasked Estep 
Score: -6846679.500000 Penalty: 1082.189941
	Iteration 16Q: 3 clusters Score -6846680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -6846684.000000 Penalty: 1082.189941
	Iteration 17Q: 3 clusters Score -6846684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145905 members 
Entering Unmasked Estep 
Score: -6846689.000000 Penalty: 1082.189941
	Iteration 18Q: 3 clusters Score -6846689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 145909 members 
Entering Unmasked Estep 
Score: -6846689.500000 Penalty: 1082.189941
	Iteration 19Q: 3 clusters Score -6846690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 145913 members 
Entering Unmasked Estep 
Score: -6846693.500000 Penalty: 1082.189941
	Iteration 20F: 3 clusters Score -6846694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -6846698.000000 Penalty: 1082.189941
	Iteration 21Q: 3 clusters Score -6846698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145921 members 
Entering Unmasked Estep 
Score: -6846698.500000 Penalty: 1082.189941
	Iteration 22Q: 3 clusters Score -6846698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145924 members 
Entering Unmasked Estep 
Score: -6846702.000000 Penalty: 1082.189941
	Iteration 23Q: 3 clusters Score -6846702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -6846699.000000 Penalty: 1082.189941
	Iteration 24Q: 3 clusters Score -6846699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 145927 members 
Entering Unmasked Estep 
Score: -6846698.500000 Penalty: 1082.189941
	Iteration 25Q: 3 clusters Score -6846698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -6846706.000000 Penalty: 1082.189941
	Iteration 26Q: 3 clusters Score -6846706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 145937 members 
Entering Unmasked Estep 
Score: -6846714.500000 Penalty: 1082.189941
	Iteration 27Q: 3 clusters Score -6846714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145942 members 
Entering Unmasked Estep 
Score: -6846723.500000 Penalty: 1082.189941
	Iteration 28Q: 3 clusters Score -6846724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -6846723.500000 Penalty: 1082.189941
	Iteration 29Q: 3 clusters Score -6846724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -6846724.000000 Penalty: 1082.189941
	Iteration 30Q: 3 clusters Score -6846724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145949 members 
Entering Unmasked Estep 
Score: -6846723.500000 Penalty: 1082.189941
	Iteration 31Q: 3 clusters Score -6846724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 145951 members 
Entering Unmasked Estep 
Score: -6846722.500000 Penalty: 1082.189941
	Iteration 32Q: 3 clusters Score -6846722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145954 members 
Entering Unmasked Estep 
Score: -6846725.000000 Penalty: 1082.189941
	Iteration 33Q: 3 clusters Score -6846725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145954 members 
Entering Unmasked Estep 
Score: -6846725.000000 Penalty: 1082.189941
	Iteration 34F: 3 clusters Score -6846725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162821 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47206 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3410 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 428 members 
Mstep: Class 24 contains 146122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235464.000000 Penalty: 14972.122070
Iteration 119Q: 26 clusters Score -2.323546e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98670 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162928 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 47203 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 146225 members 
Mstep: Class 25 contains 30436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235464.000000 Penalty: 14972.122070
Iteration 120F: 26 clusters Score -2.323546e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98663 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 4337 members 
Mstep: Class 14 contains 162814 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 47169 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 146169 members 
Mstep: Class 25 contains 30662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235572.000000 Penalty: 14972.122070
Iteration 121Q: 26 clusters Score -2.323557e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1456 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 162716 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 47142 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 146098 members 
Mstep: Class 25 contains 30860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235596.000000 Penalty: 14972.122070
Iteration 122Q: 26 clusters Score -2.32356e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98668 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 162595 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 47132 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 146028 members 
Mstep: Class 25 contains 31054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235662.000000 Penalty: 14972.122070
Iteration 123Q: 26 clusters Score -2.323566e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98683 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1463 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 162510 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 47123 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145952 members 
Mstep: Class 25 contains 31215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235692.000000 Penalty: 14972.122070
Iteration 124Q: 26 clusters Score -2.323569e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98695 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2418 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 162458 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 47115 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145872 members 
Mstep: Class 25 contains 31347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 14972.122070
Iteration 125Q: 26 clusters Score -2.323574e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98707 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 4333 members 
Mstep: Class 14 contains 162399 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 47117 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145802 members 
Mstep: Class 25 contains 31462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235780.000000 Penalty: 14972.122070
Iteration 126Q: 26 clusters Score -2.323578e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98714 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162362 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 47121 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145734 members 
Mstep: Class 25 contains 31548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235828.000000 Penalty: 14972.122070
Iteration 127Q: 26 clusters Score -2.323583e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98726 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162327 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 47126 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145663 members 
Mstep: Class 25 contains 31637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235816.000000 Penalty: 14972.122070
Iteration 128Q: 26 clusters Score -2.323582e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98734 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162303 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 47119 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3412 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145607 members 
Mstep: Class 25 contains 31707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235822.000000 Penalty: 14972.122070
Iteration 129Q: 26 clusters Score -2.323582e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98743 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162273 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 47119 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145555 members 
Mstep: Class 25 contains 31768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235858.000000 Penalty: 14972.122070
Iteration 130Q: 26 clusters Score -2.323586e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98750 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3147 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1503 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162252 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 47123 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145495 members 
Mstep: Class 25 contains 31823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235838.000000 Penalty: 14972.122070
Iteration 131Q: 26 clusters Score -2.323584e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98753 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3151 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2465 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162241 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47122 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145444 members 
Mstep: Class 25 contains 31875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235860.000000 Penalty: 14972.122070
Iteration 132Q: 26 clusters Score -2.323586e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98755 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162234 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47123 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3413 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145397 members 
Mstep: Class 25 contains 31915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235886.000000 Penalty: 14972.122070
Iteration 133Q: 26 clusters Score -2.323589e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98759 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162236 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47118 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145343 members 
Mstep: Class 25 contains 31963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235896.000000 Penalty: 14972.122070
Iteration 134Q: 26 clusters Score -2.32359e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98761 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2472 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162233 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47120 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145303 members 
Mstep: Class 25 contains 31992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235930.000000 Penalty: 14972.122070
Iteration 135Q: 26 clusters Score -2.323593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98767 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1522 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2472 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162219 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47122 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145280 members 
Mstep: Class 25 contains 32018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 14972.122070
Iteration 136Q: 26 clusters Score -2.323594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98765 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1523 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162203 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145258 members 
Mstep: Class 25 contains 32050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 14972.122070
Iteration 137Q: 26 clusters Score -2.32359e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98763 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162189 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145230 members 
Mstep: Class 25 contains 32083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235950.000000 Penalty: 14972.122070
Iteration 138Q: 26 clusters Score -2.323595e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98763 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162182 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 47138 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145198 members 
Mstep: Class 25 contains 32115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 14972.122070
Iteration 139Q: 26 clusters Score -2.323597e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98766 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162174 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 47138 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145181 members 
Mstep: Class 25 contains 32140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235940.000000 Penalty: 14972.122070
Iteration 140F: 26 clusters Score -2.323594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98771 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162172 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 47141 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145161 members 
Mstep: Class 25 contains 32161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 14972.122070
Iteration 141Q: 26 clusters Score -2.323594e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98778 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1525 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162166 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 47144 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145145 members 
Mstep: Class 25 contains 32179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235936.000000 Penalty: 14972.122070
Iteration 142Q: 26 clusters Score -2.323594e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98785 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162163 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 47147 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145130 members 
Mstep: Class 25 contains 32191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 14972.122070
Iteration 143Q: 26 clusters Score -2.323594e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98791 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162159 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 47150 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145114 members 
Mstep: Class 25 contains 32206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235928.000000 Penalty: 14972.122070
Iteration 144Q: 26 clusters Score -2.323593e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98796 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162155 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 47150 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145098 members 
Mstep: Class 25 contains 32220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235930.000000 Penalty: 14972.122070
Iteration 145Q: 26 clusters Score -2.323593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98799 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1526 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162149 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145085 members 
Mstep: Class 25 contains 32233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 14972.122070
Iteration 146Q: 26 clusters Score -2.323593e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98800 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162143 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47153 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145076 members 
Mstep: Class 25 contains 32246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 14972.122070
Iteration 147Q: 26 clusters Score -2.323593e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98804 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162137 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47152 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5730 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145072 members 
Mstep: Class 25 contains 32256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235942.000000 Penalty: 14972.122070
Iteration 148Q: 26 clusters Score -2.323594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98806 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2452 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162138 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47151 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145057 members 
Mstep: Class 25 contains 32270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235942.000000 Penalty: 14972.122070
Iteration 149Q: 26 clusters Score -2.323594e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98810 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162134 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47149 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 429 members 
Mstep: Class 24 contains 145048 members 
Mstep: Class 25 contains 32281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235946.000000 Penalty: 14972.122070
Iteration 150Q: 26 clusters Score -2.323595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98813 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162122 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47148 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145041 members 
Mstep: Class 25 contains 32294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 14972.122070
Iteration 151Q: 26 clusters Score -2.323593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98814 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162116 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47146 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145033 members 
Mstep: Class 25 contains 32308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 14972.122070
Iteration 152Q: 26 clusters Score -2.323593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98815 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162116 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47143 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145027 members 
Mstep: Class 25 contains 32317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 14972.122070
Iteration 153Q: 26 clusters Score -2.323595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98815 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162115 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47142 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145016 members 
Mstep: Class 25 contains 32330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 14972.122070
Iteration 154Q: 26 clusters Score -2.323595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98815 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162108 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47142 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145014 members 
Mstep: Class 25 contains 32339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235940.000000 Penalty: 14972.122070
Iteration 155Q: 26 clusters Score -2.323594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98817 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162106 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47140 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145011 members 
Mstep: Class 25 contains 32344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235936.000000 Penalty: 14972.122070
Iteration 156Q: 26 clusters Score -2.323594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98817 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162105 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47138 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145011 members 
Mstep: Class 25 contains 32347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 14972.122070
Iteration 157Q: 26 clusters Score -2.323594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162102 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47137 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145010 members 
Mstep: Class 25 contains 32351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235942.000000 Penalty: 14972.122070
Iteration 158Q: 26 clusters Score -2.323594e+07 nChanged 6
Entering ConstructFrom: 
Score: -23235942.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -109079.023438 Penalty: 352.160645
	Iteration 0F: 2 clusters Score -109079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -107427.726562 Penalty: 704.321289
	Iteration 0F: 3 clusters Score -107427.7 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -107976.460938 Penalty: 704.321289
	Iteration 1F: 3 clusters Score -107976.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -108048.929688 Penalty: 704.321289
	Iteration 2F: 3 clusters Score -108048.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -108103.148438 Penalty: 704.321289
	Iteration 3F: 3 clusters Score -108103.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -108147.429688 Penalty: 704.321289
	Iteration 4Q: 3 clusters Score -108147.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -108185.562500 Penalty: 704.321289
	Iteration 5Q: 3 clusters Score -108185.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -108226.539062 Penalty: 704.321289
	Iteration 6Q: 3 clusters Score -108226.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108268.015625 Penalty: 704.321289
	Iteration 7Q: 3 clusters Score -108268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -108325.773438 Penalty: 704.321289
	Iteration 8Q: 3 clusters Score -108325.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -108406.085938 Penalty: 704.321289
	Iteration 9Q: 3 clusters Score -108406.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -108471.289062 Penalty: 704.321289
	Iteration 10Q: 3 clusters Score -108471.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108518.414062 Penalty: 704.321289
	Iteration 11Q: 3 clusters Score -108518.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -108548.476562 Penalty: 704.321289
	Iteration 12Q: 3 clusters Score -108548.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108566.625000 Penalty: 704.321289
	Iteration 13Q: 3 clusters Score -108566.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108575.406250 Penalty: 704.321289
	Iteration 14Q: 3 clusters Score -108575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108581.132812 Penalty: 704.321289
	Iteration 15Q: 3 clusters Score -108581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108584.250000 Penalty: 704.321289
	Iteration 16Q: 3 clusters Score -108584.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -108588.203125 Penalty: 704.321289
	Iteration 17Q: 3 clusters Score -108588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -108594.132812 Penalty: 704.321289
	Iteration 18Q: 3 clusters Score -108594.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -108599.023438 Penalty: 704.321289
	Iteration 19Q: 3 clusters Score -108599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -108603.781250 Penalty: 704.321289
	Iteration 20F: 3 clusters Score -108603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -108608.726562 Penalty: 704.321289
	Iteration 21Q: 3 clusters Score -108608.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -108612.992188 Penalty: 704.321289
	Iteration 22Q: 3 clusters Score -108613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -108617.046875 Penalty: 704.321289
	Iteration 23Q: 3 clusters Score -108617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108619.484375 Penalty: 704.321289
	Iteration 24Q: 3 clusters Score -108619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108622.093750 Penalty: 704.321289
	Iteration 25Q: 3 clusters Score -108622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108625.875000 Penalty: 704.321289
	Iteration 26Q: 3 clusters Score -108625.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108628.765625 Penalty: 704.321289
	Iteration 27Q: 3 clusters Score -108628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -108631.679688 Penalty: 704.321289
	Iteration 28Q: 3 clusters Score -108631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -108634.101562 Penalty: 704.321289
	Iteration 29Q: 3 clusters Score -108634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108635.882812 Penalty: 704.321289
	Iteration 30Q: 3 clusters Score -108635.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108636.789062 Penalty: 704.321289
	Iteration 31Q: 3 clusters Score -108636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108637.851562 Penalty: 704.321289
	Iteration 32Q: 3 clusters Score -108637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -108638.039062 Penalty: 704.321289
	Iteration 33Q: 3 clusters Score -108638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108638.320312 Penalty: 704.321289
	Iteration 34Q: 3 clusters Score -108638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108638.664062 Penalty: 704.321289
	Iteration 35Q: 3 clusters Score -108638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108638.906250 Penalty: 704.321289
	Iteration 36Q: 3 clusters Score -108638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108639.085938 Penalty: 704.321289
	Iteration 37Q: 3 clusters Score -108639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108639.085938 Penalty: 704.321289
	Iteration 38F: 3 clusters Score -108639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -17146.312500 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -17146.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16718.134766 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -16718.13 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16826.669922 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -16826.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16885.320312 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -16885.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16958.304688 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -16958.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -17052.039062 Penalty: 548.573303
	Iteration 4F: 3 clusters Score -17052.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17252.101562 Penalty: 548.573303
	Iteration 5F: 3 clusters Score -17252.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17293.962891 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -17293.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -17309.318359 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -17309.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -17317.027344 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -17317.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -17319.990234 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -17319.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17322.416016 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -17322.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -17322.416016 Penalty: 548.573303
	Iteration 11F: 3 clusters Score -17322.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 48 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145009 members 
Mstep: Class 25 contains 32352 members 
Mstep: Class 26 contains 367 members 
Entering Unmasked Estep 
Score: -23235786.000000 Penalty: 15571.006836
Splitting cluster 2 changes total score from -23235942.000000 to -23235786.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (98818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Entering Unmasked Estep 
Score: -4640072.000000 Penalty: 523.297058
	Iteration 0F: 2 clusters Score -4640072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -4574137.500000 Penalty: 1046.594116
	Iteration 0F: 3 clusters Score -4574138 nChanged 48153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -4603320.000000 Penalty: 1046.594116
	Iteration 1F: 3 clusters Score -4603320 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -4605401.500000 Penalty: 1046.594116
	Iteration 2Q: 3 clusters Score -4605402 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -4609009.500000 Penalty: 1046.594116
	Iteration 3F: 3 clusters Score -4609010 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -4614438.500000 Penalty: 1046.594116
	Iteration 4F: 3 clusters Score -4614438 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -4619814.000000 Penalty: 1046.594116
	Iteration 5F: 3 clusters Score -4619814 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -4623391.500000 Penalty: 1046.594116
	Iteration 6F: 3 clusters Score -4623392 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 69946 members 
Entering Unmasked Estep 
Score: -4625263.000000 Penalty: 1046.594116
	Iteration 7Q: 3 clusters Score -4625263 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -4626445.500000 Penalty: 1046.594116
	Iteration 8Q: 3 clusters Score -4626446 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -4627465.000000 Penalty: 1046.594116
	Iteration 9Q: 3 clusters Score -4627465 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -4628495.500000 Penalty: 1046.594116
	Iteration 10Q: 3 clusters Score -4628496 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -4629469.000000 Penalty: 1046.594116
	Iteration 11Q: 3 clusters Score -4629469 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -4630467.000000 Penalty: 1046.594116
	Iteration 12Q: 3 clusters Score -4630467 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -4631461.000000 Penalty: 1046.594116
	Iteration 13Q: 3 clusters Score -4631461 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 85369 members 
Entering Unmasked Estep 
Score: -4632490.000000 Penalty: 1046.594116
	Iteration 14Q: 3 clusters Score -4632490 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -4633458.500000 Penalty: 1046.594116
	Iteration 15Q: 3 clusters Score -4633458 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -4634482.000000 Penalty: 1046.594116
	Iteration 16Q: 3 clusters Score -4634482 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -4635368.000000 Penalty: 1046.594116
	Iteration 17Q: 3 clusters Score -4635368 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -4636175.000000 Penalty: 1046.594116
	Iteration 18Q: 3 clusters Score -4636175 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -4636879.500000 Penalty: 1046.594116
	Iteration 19Q: 3 clusters Score -4636880 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -4637506.000000 Penalty: 1046.594116
	Iteration 20F: 3 clusters Score -4637506 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -4637963.500000 Penalty: 1046.594116
	Iteration 21Q: 3 clusters Score -4637964 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -4638343.500000 Penalty: 1046.594116
	Iteration 22Q: 3 clusters Score -4638344 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -4638635.500000 Penalty: 1046.594116
	Iteration 23Q: 3 clusters Score -4638636 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -4638849.500000 Penalty: 1046.594116
	Iteration 24Q: 3 clusters Score -4638850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -4639031.500000 Penalty: 1046.594116
	Iteration 25Q: 3 clusters Score -4639032 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -4639161.000000 Penalty: 1046.594116
	Iteration 26Q: 3 clusters Score -4639161 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 97831 members 
Entering Unmasked Estep 
Score: -4639265.500000 Penalty: 1046.594116
	Iteration 27Q: 3 clusters Score -4639266 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -4639348.500000 Penalty: 1046.594116
	Iteration 28Q: 3 clusters Score -4639348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -4639406.500000 Penalty: 1046.594116
	Iteration 29Q: 3 clusters Score -4639406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -4639443.500000 Penalty: 1046.594116
	Iteration 30Q: 3 clusters Score -4639444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -4639468.500000 Penalty: 1046.594116
	Iteration 31Q: 3 clusters Score -4639468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -4639502.500000 Penalty: 1046.594116
	Iteration 32Q: 3 clusters Score -4639502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -4639518.500000 Penalty: 1046.594116
	Iteration 33Q: 3 clusters Score -4639518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98393 members 
Entering Unmasked Estep 
Score: -4639546.000000 Penalty: 1046.594116
	Iteration 34Q: 3 clusters Score -4639546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -4639567.000000 Penalty: 1046.594116
	Iteration 35Q: 3 clusters Score -4639567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -4639574.000000 Penalty: 1046.594116
	Iteration 36Q: 3 clusters Score -4639574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -4639573.000000 Penalty: 1046.594116
	Iteration 37Q: 3 clusters Score -4639573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -4639575.000000 Penalty: 1046.594116
	Iteration 38Q: 3 clusters Score -4639575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -4639581.000000 Penalty: 1046.594116
	Iteration 39Q: 3 clusters Score -4639581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -4639587.500000 Penalty: 1046.594116
	Iteration 40F: 3 clusters Score -4639588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -4639586.000000 Penalty: 1046.594116
	Iteration 41Q: 3 clusters Score -4639586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -4639587.000000 Penalty: 1046.594116
	Iteration 42Q: 3 clusters Score -4639587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -4639595.000000 Penalty: 1046.594116
	Iteration 43Q: 3 clusters Score -4639595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -4639596.500000 Penalty: 1046.594116
	Iteration 44Q: 3 clusters Score -4639596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -4639597.000000 Penalty: 1046.594116
	Iteration 45Q: 3 clusters Score -4639597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -4639601.000000 Penalty: 1046.594116
	Iteration 46Q: 3 clusters Score -4639601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -4639599.500000 Penalty: 1046.594116
	Iteration 47Q: 3 clusters Score -4639600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -4639602.000000 Penalty: 1046.594116
	Iteration 48Q: 3 clusters Score -4639602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -4639602.000000 Penalty: 1046.594116
	Iteration 49F: 3 clusters Score -4639602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -141767.890625 Penalty: 361.955872
	Iteration 0F: 2 clusters Score -141767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -139798.890625 Penalty: 723.911743
	Iteration 0F: 3 clusters Score -139798.9 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -140413.265625 Penalty: 723.911743
	Iteration 1F: 3 clusters Score -140413.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -140456.046875 Penalty: 723.911743
	Iteration 2F: 3 clusters Score -140456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -140490.828125 Penalty: 723.911743
	Iteration 3Q: 3 clusters Score -140490.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -140534.578125 Penalty: 723.911743
	Iteration 4Q: 3 clusters Score -140534.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140582.078125 Penalty: 723.911743
	Iteration 5Q: 3 clusters Score -140582.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -140639.203125 Penalty: 723.911743
	Iteration 6Q: 3 clusters Score -140639.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -140712.359375 Penalty: 723.911743
	Iteration 7Q: 3 clusters Score -140712.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140812.703125 Penalty: 723.911743
	Iteration 8Q: 3 clusters Score -140812.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -140933.468750 Penalty: 723.911743
	Iteration 9F: 3 clusters Score -140933.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -141076.171875 Penalty: 723.911743
	Iteration 10F: 3 clusters Score -141076.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -141221.109375 Penalty: 723.911743
	Iteration 11F: 3 clusters Score -141221.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -141308.375000 Penalty: 723.911743
	Iteration 12Q: 3 clusters Score -141308.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -141364.515625 Penalty: 723.911743
	Iteration 13Q: 3 clusters Score -141364.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -141403.875000 Penalty: 723.911743
	Iteration 14Q: 3 clusters Score -141403.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -141432.890625 Penalty: 723.911743
	Iteration 15Q: 3 clusters Score -141432.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -141454.187500 Penalty: 723.911743
	Iteration 16Q: 3 clusters Score -141454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -141468.421875 Penalty: 723.911743
	Iteration 17Q: 3 clusters Score -141468.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -141476.703125 Penalty: 723.911743
	Iteration 18Q: 3 clusters Score -141476.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141482.390625 Penalty: 723.911743
	Iteration 19Q: 3 clusters Score -141482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141486.546875 Penalty: 723.911743
	Iteration 20F: 3 clusters Score -141486.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141489.296875 Penalty: 723.911743
	Iteration 21Q: 3 clusters Score -141489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141491.265625 Penalty: 723.911743
	Iteration 22Q: 3 clusters Score -141491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -141492.203125 Penalty: 723.911743
	Iteration 23Q: 3 clusters Score -141492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -141494.234375 Penalty: 723.911743
	Iteration 24Q: 3 clusters Score -141494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141495.906250 Penalty: 723.911743
	Iteration 25Q: 3 clusters Score -141495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141497.890625 Penalty: 723.911743
	Iteration 26Q: 3 clusters Score -141497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141498.843750 Penalty: 723.911743
	Iteration 27Q: 3 clusters Score -141498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -141499.406250 Penalty: 723.911743
	Iteration 28Q: 3 clusters Score -141499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -141499.390625 Penalty: 723.911743
	Iteration 29Q: 3 clusters Score -141499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -141499.531250 Penalty: 723.911743
	Iteration 30Q: 3 clusters Score -141499.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -141499.781250 Penalty: 723.911743
	Iteration 31Q: 3 clusters Score -141499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -141499.781250 Penalty: 723.911743
	Iteration 32F: 3 clusters Score -141499.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -141108.734375 Penalty: 366.639496
	Iteration 0F: 2 clusters Score -141108.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -138923.484375 Penalty: 733.278992
	Iteration 0F: 3 clusters Score -138923.5 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -139638.531250 Penalty: 733.278992
	Iteration 1F: 3 clusters Score -139638.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -139757.984375 Penalty: 733.278992
	Iteration 2F: 3 clusters Score -139758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -139895.281250 Penalty: 733.278992
	Iteration 3F: 3 clusters Score -139895.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140066.203125 Penalty: 733.278992
	Iteration 4F: 3 clusters Score -140066.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140215.343750 Penalty: 733.278992
	Iteration 5F: 3 clusters Score -140215.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -140353.187500 Penalty: 733.278992
	Iteration 6F: 3 clusters Score -140353.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -140527.562500 Penalty: 733.278992
	Iteration 7Q: 3 clusters Score -140527.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140756.843750 Penalty: 733.278992
	Iteration 8Q: 3 clusters Score -140756.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140872.312500 Penalty: 733.278992
	Iteration 9Q: 3 clusters Score -140872.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -140922.546875 Penalty: 733.278992
	Iteration 10Q: 3 clusters Score -140922.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140957.625000 Penalty: 733.278992
	Iteration 11Q: 3 clusters Score -140957.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -140980.171875 Penalty: 733.278992
	Iteration 12Q: 3 clusters Score -140980.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140994.875000 Penalty: 733.278992
	Iteration 13Q: 3 clusters Score -140994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -141008.015625 Penalty: 733.278992
	Iteration 14Q: 3 clusters Score -141008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -141012.171875 Penalty: 733.278992
	Iteration 15Q: 3 clusters Score -141012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -141014.109375 Penalty: 733.278992
	Iteration 16Q: 3 clusters Score -141014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -141016.203125 Penalty: 733.278992
	Iteration 17Q: 3 clusters Score -141016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -141018.187500 Penalty: 733.278992
	Iteration 18Q: 3 clusters Score -141018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141019.218750 Penalty: 733.278992
	Iteration 19Q: 3 clusters Score -141019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141019.500000 Penalty: 733.278992
	Iteration 20F: 3 clusters Score -141019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -141020.421875 Penalty: 733.278992
	Iteration 21Q: 3 clusters Score -141020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -141021.093750 Penalty: 733.278992
	Iteration 22Q: 3 clusters Score -141021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -141021.734375 Penalty: 733.278992
	Iteration 23Q: 3 clusters Score -141021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -141022.265625 Penalty: 733.278992
	Iteration 24Q: 3 clusters Score -141022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141022.546875 Penalty: 733.278992
	Iteration 25Q: 3 clusters Score -141022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141023.078125 Penalty: 733.278992
	Iteration 26Q: 3 clusters Score -141023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141023.078125 Penalty: 733.278992
	Iteration 27F: 3 clusters Score -141023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -95755.335938 Penalty: 350.916199
	Iteration 0F: 2 clusters Score -95755.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -94147.382812 Penalty: 701.832397
	Iteration 0F: 3 clusters Score -94147.38 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -94700.445312 Penalty: 701.832397
	Iteration 1F: 3 clusters Score -94700.45 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94806.687500 Penalty: 701.832397
	Iteration 2F: 3 clusters Score -94806.69 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -94877.304688 Penalty: 701.832397
	Iteration 3F: 3 clusters Score -94877.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -94941.125000 Penalty: 701.832397
	Iteration 4F: 3 clusters Score -94941.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -95017.375000 Penalty: 701.832397
	Iteration 5F: 3 clusters Score -95017.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -95101.156250 Penalty: 701.832397
	Iteration 6F: 3 clusters Score -95101.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95181.625000 Penalty: 701.832397
	Iteration 7Q: 3 clusters Score -95181.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95238.062500 Penalty: 701.832397
	Iteration 8Q: 3 clusters Score -95238.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95282.570312 Penalty: 701.832397
	Iteration 9Q: 3 clusters Score -95282.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95323.570312 Penalty: 701.832397
	Iteration 10Q: 3 clusters Score -95323.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95362.093750 Penalty: 701.832397
	Iteration 11Q: 3 clusters Score -95362.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95381.296875 Penalty: 701.832397
	Iteration 12Q: 3 clusters Score -95381.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95397.960938 Penalty: 701.832397
	Iteration 13Q: 3 clusters Score -95397.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95413.070312 Penalty: 701.832397
	Iteration 14Q: 3 clusters Score -95413.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95426.281250 Penalty: 701.832397
	Iteration 15Q: 3 clusters Score -95426.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95439.203125 Penalty: 701.832397
	Iteration 16Q: 3 clusters Score -95439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95450.562500 Penalty: 701.832397
	Iteration 17Q: 3 clusters Score -95450.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95458.507812 Penalty: 701.832397
	Iteration 18Q: 3 clusters Score -95458.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -95466.109375 Penalty: 701.832397
	Iteration 19Q: 3 clusters Score -95466.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95471.703125 Penalty: 701.832397
	Iteration 20F: 3 clusters Score -95471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95477.960938 Penalty: 701.832397
	Iteration 21Q: 3 clusters Score -95477.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95482.015625 Penalty: 701.832397
	Iteration 22Q: 3 clusters Score -95482.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95484.953125 Penalty: 701.832397
	Iteration 23Q: 3 clusters Score -95484.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -95488.046875 Penalty: 701.832397
	Iteration 24Q: 3 clusters Score -95488.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95492.898438 Penalty: 701.832397
	Iteration 25Q: 3 clusters Score -95492.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95498.273438 Penalty: 701.832397
	Iteration 26Q: 3 clusters Score -95498.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95503.117188 Penalty: 701.832397
	Iteration 27Q: 3 clusters Score -95503.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95506.671875 Penalty: 701.832397
	Iteration 28Q: 3 clusters Score -95506.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -95507.757812 Penalty: 701.832397
	Iteration 29Q: 3 clusters Score -95507.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -95508.820312 Penalty: 701.832397
	Iteration 30Q: 3 clusters Score -95508.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95509.234375 Penalty: 701.832397
	Iteration 31Q: 3 clusters Score -95509.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95510.882812 Penalty: 701.832397
	Iteration 32Q: 3 clusters Score -95510.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95511.125000 Penalty: 701.832397
	Iteration 33Q: 3 clusters Score -95511.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95511.203125 Penalty: 701.832397
	Iteration 34Q: 3 clusters Score -95511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95511.203125 Penalty: 701.832397
	Iteration 35F: 3 clusters Score -95511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -34993.550781 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -34993.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34283.695312 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -34283.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34568.003906 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -34568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -34664.320312 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -34664.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34717.582031 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -34717.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34765.726562 Penalty: 617.076233
	Iteration 4Q: 3 clusters Score -34765.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34789.429688 Penalty: 617.076233
	Iteration 5Q: 3 clusters Score -34789.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34810.769531 Penalty: 617.076233
	Iteration 6Q: 3 clusters Score -34810.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34818.449219 Penalty: 617.076233
	Iteration 7Q: 3 clusters Score -34818.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34822.578125 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -34822.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34823.589844 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -34823.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34825.101562 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -34825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34826.023438 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -34826.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34827.222656 Penalty: 617.076233
	Iteration 12Q: 3 clusters Score -34827.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34830.476562 Penalty: 617.076233
	Iteration 13Q: 3 clusters Score -34830.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34834.882812 Penalty: 617.076233
	Iteration 14Q: 3 clusters Score -34834.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34837.453125 Penalty: 617.076233
	Iteration 15Q: 3 clusters Score -34837.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34838.832031 Penalty: 617.076233
	Iteration 16Q: 3 clusters Score -34838.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34839.222656 Penalty: 617.076233
	Iteration 17Q: 3 clusters Score -34839.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34839.902344 Penalty: 617.076233
	Iteration 18Q: 3 clusters Score -34839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34841.023438 Penalty: 617.076233
	Iteration 19Q: 3 clusters Score -34841.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34842.046875 Penalty: 617.076233
	Iteration 20F: 3 clusters Score -34842.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34843.265625 Penalty: 617.076233
	Iteration 21Q: 3 clusters Score -34843.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34844.320312 Penalty: 617.076233
	Iteration 22Q: 3 clusters Score -34844.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34845.957031 Penalty: 617.076233
	Iteration 23Q: 3 clusters Score -34845.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34847.031250 Penalty: 617.076233
	Iteration 24Q: 3 clusters Score -34847.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34847.597656 Penalty: 617.076233
	Iteration 25Q: 3 clusters Score -34847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34848.152344 Penalty: 617.076233
	Iteration 26Q: 3 clusters Score -34848.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34849.074219 Penalty: 617.076233
	Iteration 27Q: 3 clusters Score -34849.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34851.335938 Penalty: 617.076233
	Iteration 28Q: 3 clusters Score -34851.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34855.843750 Penalty: 617.076233
	Iteration 29Q: 3 clusters Score -34855.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34859.718750 Penalty: 617.076233
	Iteration 30Q: 3 clusters Score -34859.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34867.140625 Penalty: 617.076233
	Iteration 31Q: 3 clusters Score -34867.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34873.503906 Penalty: 617.076233
	Iteration 32Q: 3 clusters Score -34873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34881.437500 Penalty: 617.076233
	Iteration 33Q: 3 clusters Score -34881.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34886.800781 Penalty: 617.076233
	Iteration 34Q: 3 clusters Score -34886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34898.152344 Penalty: 617.076233
	Iteration 35Q: 3 clusters Score -34898.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -34902.730469 Penalty: 617.076233
	Iteration 36Q: 3 clusters Score -34902.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -34905.964844 Penalty: 617.076233
	Iteration 37Q: 3 clusters Score -34905.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -34910.738281 Penalty: 617.076233
	Iteration 38Q: 3 clusters Score -34910.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -34914.960938 Penalty: 617.076233
	Iteration 39Q: 3 clusters Score -34914.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -34918.648438 Penalty: 617.076233
	Iteration 40F: 3 clusters Score -34918.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -34920.339844 Penalty: 617.076233
	Iteration 41Q: 3 clusters Score -34920.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -34924.542969 Penalty: 617.076233
	Iteration 42Q: 3 clusters Score -34924.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34933.136719 Penalty: 617.076233
	Iteration 43Q: 3 clusters Score -34933.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -34937.421875 Penalty: 617.076233
	Iteration 44Q: 3 clusters Score -34937.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -34942.410156 Penalty: 617.076233
	Iteration 45Q: 3 clusters Score -34942.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34945.781250 Penalty: 617.076233
	Iteration 46Q: 3 clusters Score -34945.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -34953.597656 Penalty: 617.076233
	Iteration 47Q: 3 clusters Score -34953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -34957.406250 Penalty: 617.076233
	Iteration 48Q: 3 clusters Score -34957.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -34958.046875 Penalty: 617.076233
	Iteration 49Q: 3 clusters Score -34958.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -34959.777344 Penalty: 617.076233
	Iteration 50Q: 3 clusters Score -34959.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34960.128906 Penalty: 617.076233
	Iteration 51Q: 3 clusters Score -34960.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -34960.406250 Penalty: 617.076233
	Iteration 52Q: 3 clusters Score -34960.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -34960.718750 Penalty: 617.076233
	Iteration 53Q: 3 clusters Score -34960.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -34961.062500 Penalty: 617.076233
	Iteration 54Q: 3 clusters Score -34961.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -34961.500000 Penalty: 617.076233
	Iteration 55Q: 3 clusters Score -34961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -34962.621094 Penalty: 617.076233
	Iteration 56Q: 3 clusters Score -34962.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -34964.867188 Penalty: 617.076233
	Iteration 57Q: 3 clusters Score -34964.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -34965.820312 Penalty: 617.076233
	Iteration 58Q: 3 clusters Score -34965.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -34967.347656 Penalty: 617.076233
	Iteration 59Q: 3 clusters Score -34967.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -34968.671875 Penalty: 617.076233
	Iteration 60F: 3 clusters Score -34968.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -34968.812500 Penalty: 617.076233
	Iteration 61Q: 3 clusters Score -34968.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -34976.160156 Penalty: 617.076233
	Iteration 62Q: 3 clusters Score -34976.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -34977.996094 Penalty: 617.076233
	Iteration 63Q: 3 clusters Score -34978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -34982.011719 Penalty: 617.076233
	Iteration 64Q: 3 clusters Score -34982.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -34985.894531 Penalty: 617.076233
	Iteration 65Q: 3 clusters Score -34985.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -34990.253906 Penalty: 617.076233
	Iteration 66Q: 3 clusters Score -34990.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -34992.933594 Penalty: 617.076233
	Iteration 67Q: 3 clusters Score -34992.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -34997.878906 Penalty: 617.076233
	Iteration 68Q: 3 clusters Score -34997.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35007.203125 Penalty: 617.076233
	Iteration 69Q: 3 clusters Score -35007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -35010.875000 Penalty: 617.076233
	Iteration 70Q: 3 clusters Score -35010.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -35013.164062 Penalty: 617.076233
	Iteration 71Q: 3 clusters Score -35013.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -35014.167969 Penalty: 617.076233
	Iteration 72Q: 3 clusters Score -35014.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -35015.085938 Penalty: 617.076233
	Iteration 73Q: 3 clusters Score -35015.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35015.292969 Penalty: 617.076233
	Iteration 74Q: 3 clusters Score -35015.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35015.292969 Penalty: 617.076233
	Iteration 75F: 3 clusters Score -35015.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 200 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145009 members 
Mstep: Class 25 contains 32352 members 
Mstep: Class 26 contains 681 members 
Entering Unmasked Estep 
Score: -23235676.000000 Penalty: 15571.006836
Splitting cluster 7 changes total score from -23235942.000000 to -23235676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -75891.312500 Penalty: 333.563263
	Iteration 0F: 2 clusters Score -75891.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -74749.015625 Penalty: 667.126526
	Iteration 0F: 3 clusters Score -74749.02 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -75088.421875 Penalty: 667.126526
	Iteration 1F: 3 clusters Score -75088.42 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -75146.726562 Penalty: 667.126526
	Iteration 2F: 3 clusters Score -75146.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -75204.742188 Penalty: 667.126526
	Iteration 3F: 3 clusters Score -75204.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75260.750000 Penalty: 667.126526
	Iteration 4Q: 3 clusters Score -75260.75 nChanged 67
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: -75303.304688 Penalty: 667.126526
	Iteration 5Q: 3 clusters Score -75303.3 nChanged 59
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: -75347.226562 Penalty: 667.126526
	Iteration 6Q: 3 clusters Score -75347.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -75384.570312 Penalty: 667.126526
	Iteration 7Q: 3 clusters Score -75384.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -75427.226562 Penalty: 667.126526
	Iteration 8Q: 3 clusters Score -75427.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -75466.914062 Penalty: 667.126526
	Iteration 9Q: 3 clusters Score -75466.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -75501.484375 Penalty: 667.126526
	Iteration 10Q: 3 clusters Score -75501.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -75542.750000 Penalty: 667.126526
	Iteration 11Q: 3 clusters Score -75542.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -75576.531250 Penalty: 667.126526
	Iteration 12Q: 3 clusters Score -75576.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75599.367188 Penalty: 667.126526
	Iteration 13Q: 3 clusters Score -75599.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -75615.757812 Penalty: 667.126526
	Iteration 14Q: 3 clusters Score -75615.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -75625.984375 Penalty: 667.126526
	Iteration 15Q: 3 clusters Score -75625.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -75632.875000 Penalty: 667.126526
	Iteration 16Q: 3 clusters Score -75632.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -75635.835938 Penalty: 667.126526
	Iteration 17Q: 3 clusters Score -75635.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -75638.093750 Penalty: 667.126526
	Iteration 18Q: 3 clusters Score -75638.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75640.421875 Penalty: 667.126526
	Iteration 19Q: 3 clusters Score -75640.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75642.164062 Penalty: 667.126526
	Iteration 20F: 3 clusters Score -75642.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -75644.328125 Penalty: 667.126526
	Iteration 21Q: 3 clusters Score -75644.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -75646.257812 Penalty: 667.126526
	Iteration 22Q: 3 clusters Score -75646.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -75647.789062 Penalty: 667.126526
	Iteration 23Q: 3 clusters Score -75647.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -75648.367188 Penalty: 667.126526
	Iteration 24Q: 3 clusters Score -75648.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -75649.554688 Penalty: 667.126526
	Iteration 25Q: 3 clusters Score -75649.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -75650.359375 Penalty: 667.126526
	Iteration 26Q: 3 clusters Score -75650.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -75651.039062 Penalty: 667.126526
	Iteration 27Q: 3 clusters Score -75651.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -75651.585938 Penalty: 667.126526
	Iteration 28Q: 3 clusters Score -75651.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -75652.640625 Penalty: 667.126526
	Iteration 29Q: 3 clusters Score -75652.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -75653.312500 Penalty: 667.126526
	Iteration 30Q: 3 clusters Score -75653.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -75654.421875 Penalty: 667.126526
	Iteration 31Q: 3 clusters Score -75654.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -75654.632812 Penalty: 667.126526
	Iteration 32Q: 3 clusters Score -75654.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -75654.632812 Penalty: 667.126526
	Iteration 33F: 3 clusters Score -75654.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -37771.898438 Penalty: 310.061707
	Iteration 0F: 2 clusters Score -37771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37014.675781 Penalty: 620.123413
	Iteration 0F: 3 clusters Score -37014.68 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -37231.015625 Penalty: 620.123413
	Iteration 1F: 3 clusters Score -37231.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37273.753906 Penalty: 620.123413
	Iteration 2F: 3 clusters Score -37273.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -37296.144531 Penalty: 620.123413
	Iteration 3Q: 3 clusters Score -37296.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37331.292969 Penalty: 620.123413
	Iteration 4Q: 3 clusters Score -37331.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37364.601562 Penalty: 620.123413
	Iteration 5Q: 3 clusters Score -37364.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -37413.058594 Penalty: 620.123413
	Iteration 6Q: 3 clusters Score -37413.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -37463.714844 Penalty: 620.123413
	Iteration 7F: 3 clusters Score -37463.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37512.304688 Penalty: 620.123413
	Iteration 8F: 3 clusters Score -37512.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -37544.675781 Penalty: 620.123413
	Iteration 9F: 3 clusters Score -37544.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37569.050781 Penalty: 620.123413
	Iteration 10Q: 3 clusters Score -37569.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -37588.429688 Penalty: 620.123413
	Iteration 11Q: 3 clusters Score -37588.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -37603.832031 Penalty: 620.123413
	Iteration 12Q: 3 clusters Score -37603.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37611.628906 Penalty: 620.123413
	Iteration 13Q: 3 clusters Score -37611.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -37616.148438 Penalty: 620.123413
	Iteration 14Q: 3 clusters Score -37616.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -37620.816406 Penalty: 620.123413
	Iteration 15Q: 3 clusters Score -37620.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -37624.882812 Penalty: 620.123413
	Iteration 16Q: 3 clusters Score -37624.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37629.777344 Penalty: 620.123413
	Iteration 17Q: 3 clusters Score -37629.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -37633.562500 Penalty: 620.123413
	Iteration 18Q: 3 clusters Score -37633.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -37635.679688 Penalty: 620.123413
	Iteration 19Q: 3 clusters Score -37635.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37637.312500 Penalty: 620.123413
	Iteration 20F: 3 clusters Score -37637.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37638.066406 Penalty: 620.123413
	Iteration 21Q: 3 clusters Score -37638.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -37638.066406 Penalty: 620.123413
	Iteration 22F: 3 clusters Score -37638.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -5528.853027 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -5528.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5299.432617 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5299.433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5358.702637 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -5358.703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5371.303711 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -5371.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9150.070312 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9150.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8855.468750 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -8855.469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8909.376953 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -8909.377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8933.522461 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -8933.522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8941.894531 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -8941.895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8943.404297 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -8943.404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8947.573242 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -8947.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8949.329102 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -8949.329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8949.329102 Penalty: 484.393921
	Iteration 7F: 3 clusters Score -8949.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -121631.265625 Penalty: 355.149109
	Iteration 0F: 2 clusters Score -121631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -119895.984375 Penalty: 710.298218
	Iteration 0F: 3 clusters Score -119896 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -120473.046875 Penalty: 710.298218
	Iteration 1F: 3 clusters Score -120473 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -120544.023438 Penalty: 710.298218
	Iteration 2F: 3 clusters Score -120544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -120596.890625 Penalty: 710.298218
	Iteration 3Q: 3 clusters Score -120596.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -120639.875000 Penalty: 710.298218
	Iteration 4Q: 3 clusters Score -120639.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -120677.203125 Penalty: 710.298218
	Iteration 5Q: 3 clusters Score -120677.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -120723.328125 Penalty: 710.298218
	Iteration 6Q: 3 clusters Score -120723.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -120796.765625 Penalty: 710.298218
	Iteration 7Q: 3 clusters Score -120796.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -120880.929688 Penalty: 710.298218
	Iteration 8Q: 3 clusters Score -120880.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -120954.539062 Penalty: 710.298218
	Iteration 9F: 3 clusters Score -120954.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -121006.960938 Penalty: 710.298218
	Iteration 10Q: 3 clusters Score -121007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -121044.828125 Penalty: 710.298218
	Iteration 11Q: 3 clusters Score -121044.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -121060.226562 Penalty: 710.298218
	Iteration 12Q: 3 clusters Score -121060.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -121075.593750 Penalty: 710.298218
	Iteration 13Q: 3 clusters Score -121075.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -121091.328125 Penalty: 710.298218
	Iteration 14Q: 3 clusters Score -121091.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121104.085938 Penalty: 710.298218
	Iteration 15Q: 3 clusters Score -121104.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -121115.828125 Penalty: 710.298218
	Iteration 16Q: 3 clusters Score -121115.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -121123.367188 Penalty: 710.298218
	Iteration 17Q: 3 clusters Score -121123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -121127.210938 Penalty: 710.298218
	Iteration 18Q: 3 clusters Score -121127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -121130.210938 Penalty: 710.298218
	Iteration 19Q: 3 clusters Score -121130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -121133.054688 Penalty: 710.298218
	Iteration 20F: 3 clusters Score -121133.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121137.351562 Penalty: 710.298218
	Iteration 21Q: 3 clusters Score -121137.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -121151.125000 Penalty: 710.298218
	Iteration 22Q: 3 clusters Score -121151.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -121168.609375 Penalty: 710.298218
	Iteration 23Q: 3 clusters Score -121168.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121184.164062 Penalty: 710.298218
	Iteration 24Q: 3 clusters Score -121184.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121209.414062 Penalty: 710.298218
	Iteration 25Q: 3 clusters Score -121209.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121239.070312 Penalty: 710.298218
	Iteration 26Q: 3 clusters Score -121239.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -121260.281250 Penalty: 710.298218
	Iteration 27Q: 3 clusters Score -121260.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121278.390625 Penalty: 710.298218
	Iteration 28Q: 3 clusters Score -121278.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121285.085938 Penalty: 710.298218
	Iteration 29Q: 3 clusters Score -121285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121290.906250 Penalty: 710.298218
	Iteration 30Q: 3 clusters Score -121290.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121294.453125 Penalty: 710.298218
	Iteration 31Q: 3 clusters Score -121294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121300.664062 Penalty: 710.298218
	Iteration 32Q: 3 clusters Score -121300.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121306.218750 Penalty: 710.298218
	Iteration 33Q: 3 clusters Score -121306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121309.335938 Penalty: 710.298218
	Iteration 34Q: 3 clusters Score -121309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121311.132812 Penalty: 710.298218
	Iteration 35Q: 3 clusters Score -121311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121312.992188 Penalty: 710.298218
	Iteration 36Q: 3 clusters Score -121313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121314.757812 Penalty: 710.298218
	Iteration 37Q: 3 clusters Score -121314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121316.875000 Penalty: 710.298218
	Iteration 38Q: 3 clusters Score -121316.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -121319.773438 Penalty: 710.298218
	Iteration 39Q: 3 clusters Score -121319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121321.390625 Penalty: 710.298218
	Iteration 40F: 3 clusters Score -121321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121323.085938 Penalty: 710.298218
	Iteration 41Q: 3 clusters Score -121323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121323.265625 Penalty: 710.298218
	Iteration 42Q: 3 clusters Score -121323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121323.828125 Penalty: 710.298218
	Iteration 43Q: 3 clusters Score -121323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -121324.242188 Penalty: 710.298218
	Iteration 44Q: 3 clusters Score -121324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121324.843750 Penalty: 710.298218
	Iteration 45Q: 3 clusters Score -121324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -121325.335938 Penalty: 710.298218
	Iteration 46Q: 3 clusters Score -121325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -121328.132812 Penalty: 710.298218
	Iteration 47Q: 3 clusters Score -121328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121330.843750 Penalty: 710.298218
	Iteration 48Q: 3 clusters Score -121330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121333.984375 Penalty: 710.298218
	Iteration 49Q: 3 clusters Score -121334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121335.328125 Penalty: 710.298218
	Iteration 50Q: 3 clusters Score -121335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121337.859375 Penalty: 710.298218
	Iteration 51Q: 3 clusters Score -121337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121338.695312 Penalty: 710.298218
	Iteration 52Q: 3 clusters Score -121338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121339.171875 Penalty: 710.298218
	Iteration 53Q: 3 clusters Score -121339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121339.976562 Penalty: 710.298218
	Iteration 54Q: 3 clusters Score -121340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121341.531250 Penalty: 710.298218
	Iteration 55Q: 3 clusters Score -121341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121343.781250 Penalty: 710.298218
	Iteration 56Q: 3 clusters Score -121343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121345.625000 Penalty: 710.298218
	Iteration 57Q: 3 clusters Score -121345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121347.257812 Penalty: 710.298218
	Iteration 58Q: 3 clusters Score -121347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121348.726562 Penalty: 710.298218
	Iteration 59Q: 3 clusters Score -121348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121349.867188 Penalty: 710.298218
	Iteration 60F: 3 clusters Score -121349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121350.882812 Penalty: 710.298218
	Iteration 61Q: 3 clusters Score -121350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121351.531250 Penalty: 710.298218
	Iteration 62Q: 3 clusters Score -121351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -121352.140625 Penalty: 710.298218
	Iteration 63Q: 3 clusters Score -121352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -121354.640625 Penalty: 710.298218
	Iteration 64Q: 3 clusters Score -121354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -121356.289062 Penalty: 710.298218
	Iteration 65Q: 3 clusters Score -121356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -121357.179688 Penalty: 710.298218
	Iteration 66Q: 3 clusters Score -121357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -121358.312500 Penalty: 710.298218
	Iteration 67Q: 3 clusters Score -121358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -121359.515625 Penalty: 710.298218
	Iteration 68Q: 3 clusters Score -121359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -121362.281250 Penalty: 710.298218
	Iteration 69Q: 3 clusters Score -121362.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121366.500000 Penalty: 710.298218
	Iteration 70Q: 3 clusters Score -121366.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -121372.710938 Penalty: 710.298218
	Iteration 71Q: 3 clusters Score -121372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -121376.093750 Penalty: 710.298218
	Iteration 72Q: 3 clusters Score -121376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -121379.492188 Penalty: 710.298218
	Iteration 73Q: 3 clusters Score -121379.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121382.476562 Penalty: 710.298218
	Iteration 74Q: 3 clusters Score -121382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -121385.359375 Penalty: 710.298218
	Iteration 75Q: 3 clusters Score -121385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -121387.921875 Penalty: 710.298218
	Iteration 76Q: 3 clusters Score -121387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121391.898438 Penalty: 710.298218
	Iteration 77Q: 3 clusters Score -121391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -121394.312500 Penalty: 710.298218
	Iteration 78Q: 3 clusters Score -121394.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121395.343750 Penalty: 710.298218
	Iteration 79Q: 3 clusters Score -121395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121395.898438 Penalty: 710.298218
	Iteration 80F: 3 clusters Score -121395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -121396.398438 Penalty: 710.298218
	Iteration 81Q: 3 clusters Score -121396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -121397.320312 Penalty: 710.298218
	Iteration 82Q: 3 clusters Score -121397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -121397.601562 Penalty: 710.298218
	Iteration 83Q: 3 clusters Score -121397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -121398.218750 Penalty: 710.298218
	Iteration 84Q: 3 clusters Score -121398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -121398.781250 Penalty: 710.298218
	Iteration 85Q: 3 clusters Score -121398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121399.437500 Penalty: 710.298218
	Iteration 86Q: 3 clusters Score -121399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -121400.015625 Penalty: 710.298218
	Iteration 87Q: 3 clusters Score -121400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -121400.015625 Penalty: 710.298218
	Iteration 88F: 3 clusters Score -121400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -187591.609375 Penalty: 381.007233
	Iteration 0F: 2 clusters Score -187591.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -184657.765625 Penalty: 762.014465
	Iteration 0F: 3 clusters Score -184657.8 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -185728.828125 Penalty: 762.014465
	Iteration 1F: 3 clusters Score -185728.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -185808.203125 Penalty: 762.014465
	Iteration 2F: 3 clusters Score -185808.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -185868.750000 Penalty: 762.014465
	Iteration 3Q: 3 clusters Score -185868.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -185908.609375 Penalty: 762.014465
	Iteration 4Q: 3 clusters Score -185908.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -185937.734375 Penalty: 762.014465
	Iteration 5Q: 3 clusters Score -185937.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -185972.906250 Penalty: 762.014465
	Iteration 6Q: 3 clusters Score -185972.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -186009.937500 Penalty: 762.014465
	Iteration 7Q: 3 clusters Score -186009.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -186043.515625 Penalty: 762.014465
	Iteration 8Q: 3 clusters Score -186043.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -186079.046875 Penalty: 762.014465
	Iteration 9Q: 3 clusters Score -186079 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186134.843750 Penalty: 762.014465
	Iteration 10Q: 3 clusters Score -186134.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -186217.078125 Penalty: 762.014465
	Iteration 11Q: 3 clusters Score -186217.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -186337.937500 Penalty: 762.014465
	Iteration 12Q: 3 clusters Score -186337.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186492.406250 Penalty: 762.014465
	Iteration 13Q: 3 clusters Score -186492.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186669.921875 Penalty: 762.014465
	Iteration 14F: 3 clusters Score -186669.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -186823.609375 Penalty: 762.014465
	Iteration 15Q: 3 clusters Score -186823.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -186939.390625 Penalty: 762.014465
	Iteration 16Q: 3 clusters Score -186939.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -187055.687500 Penalty: 762.014465
	Iteration 17Q: 3 clusters Score -187055.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -187152.500000 Penalty: 762.014465
	Iteration 18Q: 3 clusters Score -187152.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -187222.093750 Penalty: 762.014465
	Iteration 19Q: 3 clusters Score -187222.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -187251.187500 Penalty: 762.014465
	Iteration 20F: 3 clusters Score -187251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -187267.625000 Penalty: 762.014465
	Iteration 21Q: 3 clusters Score -187267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -187274.593750 Penalty: 762.014465
	Iteration 22Q: 3 clusters Score -187274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -187275.750000 Penalty: 762.014465
	Iteration 23Q: 3 clusters Score -187275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -187278.312500 Penalty: 762.014465
	Iteration 24Q: 3 clusters Score -187278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -187279.375000 Penalty: 762.014465
	Iteration 25Q: 3 clusters Score -187279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -187281.906250 Penalty: 762.014465
	Iteration 26Q: 3 clusters Score -187281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -187283.187500 Penalty: 762.014465
	Iteration 27Q: 3 clusters Score -187283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -187283.250000 Penalty: 762.014465
	Iteration 28Q: 3 clusters Score -187283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -187283.250000 Penalty: 762.014465
	Iteration 29F: 3 clusters Score -187283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Entering Unmasked Estep 
Score: -7501541.000000 Penalty: 545.817688
	Iteration 0F: 2 clusters Score -7501541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -7394758.000000 Penalty: 1091.635376
	Iteration 0F: 3 clusters Score -7394758 nChanged 79329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -7444797.500000 Penalty: 1091.635376
	Iteration 1F: 3 clusters Score -7444798 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -7449881.500000 Penalty: 1091.635376
	Iteration 2F: 3 clusters Score -7449882 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -7458207.000000 Penalty: 1091.635376
	Iteration 3F: 3 clusters Score -7458207 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -7469135.000000 Penalty: 1091.635376
	Iteration 4F: 3 clusters Score -7469135 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -7477278.000000 Penalty: 1091.635376
	Iteration 5F: 3 clusters Score -7477278 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99669 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -7480218.500000 Penalty: 1091.635376
	Iteration 6Q: 3 clusters Score -7480218 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -7481282.500000 Penalty: 1091.635376
	Iteration 7Q: 3 clusters Score -7481282 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102951 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -7481949.000000 Penalty: 1091.635376
	Iteration 8Q: 3 clusters Score -7481949 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7482501.500000 Penalty: 1091.635376
	Iteration 9Q: 3 clusters Score -7482502 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7483156.500000 Penalty: 1091.635376
	Iteration 10Q: 3 clusters Score -7483156 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107686 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -7483766.000000 Penalty: 1091.635376
	Iteration 11Q: 3 clusters Score -7483766 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7484304.500000 Penalty: 1091.635376
	Iteration 12Q: 3 clusters Score -7484304 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -7484814.000000 Penalty: 1091.635376
	Iteration 13Q: 3 clusters Score -7484814 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112316 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -7485402.000000 Penalty: 1091.635376
	Iteration 14Q: 3 clusters Score -7485402 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -7485986.000000 Penalty: 1091.635376
	Iteration 15Q: 3 clusters Score -7485986 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -7486477.500000 Penalty: 1091.635376
	Iteration 16Q: 3 clusters Score -7486478 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -7486888.000000 Penalty: 1091.635376
	Iteration 17Q: 3 clusters Score -7486888 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118361 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -7487361.000000 Penalty: 1091.635376
	Iteration 18Q: 3 clusters Score -7487361 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -7487760.500000 Penalty: 1091.635376
	Iteration 19Q: 3 clusters Score -7487760 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121426 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -7488161.500000 Penalty: 1091.635376
	Iteration 20F: 3 clusters Score -7488162 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7488534.500000 Penalty: 1091.635376
	Iteration 21Q: 3 clusters Score -7488534 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124643 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -7488994.500000 Penalty: 1091.635376
	Iteration 22Q: 3 clusters Score -7488994 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126285 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -7489375.500000 Penalty: 1091.635376
	Iteration 23Q: 3 clusters Score -7489376 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7489811.500000 Penalty: 1091.635376
	Iteration 24Q: 3 clusters Score -7489812 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7490272.500000 Penalty: 1091.635376
	Iteration 25Q: 3 clusters Score -7490272 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -7490762.000000 Penalty: 1091.635376
	Iteration 26Q: 3 clusters Score -7490762 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133576 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -7491315.000000 Penalty: 1091.635376
	Iteration 27Q: 3 clusters Score -7491315 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135647 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7491977.500000 Penalty: 1091.635376
	Iteration 28Q: 3 clusters Score -7491978 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -7492651.500000 Penalty: 1091.635376
	Iteration 29Q: 3 clusters Score -7492652 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139956 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -7493305.500000 Penalty: 1091.635376
	Iteration 30Q: 3 clusters Score -7493306 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7494042.000000 Penalty: 1091.635376
	Iteration 31Q: 3 clusters Score -7494042 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -7494880.000000 Penalty: 1091.635376
	Iteration 32Q: 3 clusters Score -7494880 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -7495812.500000 Penalty: 1091.635376
	Iteration 33Q: 3 clusters Score -7495812 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -7496667.000000 Penalty: 1091.635376
	Iteration 34Q: 3 clusters Score -7496667 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151652 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -7497504.000000 Penalty: 1091.635376
	Iteration 35Q: 3 clusters Score -7497504 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153685 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -7498317.000000 Penalty: 1091.635376
	Iteration 36Q: 3 clusters Score -7498317 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7499024.500000 Penalty: 1091.635376
	Iteration 37Q: 3 clusters Score -7499024 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7499557.500000 Penalty: 1091.635376
	Iteration 38Q: 3 clusters Score -7499558 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7499923.500000 Penalty: 1091.635376
	Iteration 39Q: 3 clusters Score -7499924 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7500255.500000 Penalty: 1091.635376
	Iteration 40F: 3 clusters Score -7500256 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7500570.000000 Penalty: 1091.635376
	Iteration 41Q: 3 clusters Score -7500570 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160510 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7500753.500000 Penalty: 1091.635376
	Iteration 42Q: 3 clusters Score -7500754 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7500880.500000 Penalty: 1091.635376
	Iteration 43Q: 3 clusters Score -7500880 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7500946.000000 Penalty: 1091.635376
	Iteration 44Q: 3 clusters Score -7500946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7501034.500000 Penalty: 1091.635376
	Iteration 45Q: 3 clusters Score -7501034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7501063.000000 Penalty: 1091.635376
	Iteration 46Q: 3 clusters Score -7501063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7501078.000000 Penalty: 1091.635376
	Iteration 47Q: 3 clusters Score -7501078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7501124.500000 Penalty: 1091.635376
	Iteration 48Q: 3 clusters Score -7501124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7501127.000000 Penalty: 1091.635376
	Iteration 49Q: 3 clusters Score -7501127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7501149.000000 Penalty: 1091.635376
	Iteration 50Q: 3 clusters Score -7501149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7501148.500000 Penalty: 1091.635376
	Iteration 51Q: 3 clusters Score -7501148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161743 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7501143.500000 Penalty: 1091.635376
	Iteration 52Q: 3 clusters Score -7501144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161747 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7501154.000000 Penalty: 1091.635376
	Iteration 53Q: 3 clusters Score -7501154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161751 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7501148.500000 Penalty: 1091.635376
	Iteration 54Q: 3 clusters Score -7501148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7501145.000000 Penalty: 1091.635376
	Iteration 55Q: 3 clusters Score -7501145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7501146.000000 Penalty: 1091.635376
	Iteration 56Q: 3 clusters Score -7501146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7501146.500000 Penalty: 1091.635376
	Iteration 57Q: 3 clusters Score -7501146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7501150.500000 Penalty: 1091.635376
	Iteration 58Q: 3 clusters Score -7501150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7501151.500000 Penalty: 1091.635376
	Iteration 59Q: 3 clusters Score -7501152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161797 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7501150.500000 Penalty: 1091.635376
	Iteration 60F: 3 clusters Score -7501150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7501145.500000 Penalty: 1091.635376
	Iteration 61Q: 3 clusters Score -7501146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161814 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7501148.500000 Penalty: 1091.635376
	Iteration 62Q: 3 clusters Score -7501148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7501150.000000 Penalty: 1091.635376
	Iteration 63Q: 3 clusters Score -7501150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7501148.500000 Penalty: 1091.635376
	Iteration 64Q: 3 clusters Score -7501148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7501156.000000 Penalty: 1091.635376
	Iteration 65Q: 3 clusters Score -7501156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7501150.000000 Penalty: 1091.635376
	Iteration 66Q: 3 clusters Score -7501150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7501151.500000 Penalty: 1091.635376
	Iteration 67Q: 3 clusters Score -7501152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161847 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7501151.500000 Penalty: 1091.635376
	Iteration 68F: 3 clusters Score -7501152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -94532.539062 Penalty: 343.674530
	Iteration 0F: 2 clusters Score -94532.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -93124.140625 Penalty: 687.349060
	Iteration 0F: 3 clusters Score -93124.14 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -93597.648438 Penalty: 687.349060
	Iteration 1F: 3 clusters Score -93597.65 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -93684.585938 Penalty: 687.349060
	Iteration 2F: 3 clusters Score -93684.59 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -93768.210938 Penalty: 687.349060
	Iteration 3F: 3 clusters Score -93768.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -93833.304688 Penalty: 687.349060
	Iteration 4F: 3 clusters Score -93833.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93881.140625 Penalty: 687.349060
	Iteration 5Q: 3 clusters Score -93881.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93913.796875 Penalty: 687.349060
	Iteration 6Q: 3 clusters Score -93913.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -93958.921875 Penalty: 687.349060
	Iteration 7Q: 3 clusters Score -93958.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -94003.203125 Penalty: 687.349060
	Iteration 8Q: 3 clusters Score -94003.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -94051.757812 Penalty: 687.349060
	Iteration 9Q: 3 clusters Score -94051.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -94090.132812 Penalty: 687.349060
	Iteration 10Q: 3 clusters Score -94090.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -94109.710938 Penalty: 687.349060
	Iteration 11Q: 3 clusters Score -94109.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -94122.257812 Penalty: 687.349060
	Iteration 12Q: 3 clusters Score -94122.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -94129.023438 Penalty: 687.349060
	Iteration 13Q: 3 clusters Score -94129.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -94130.703125 Penalty: 687.349060
	Iteration 14Q: 3 clusters Score -94130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -94131.671875 Penalty: 687.349060
	Iteration 15Q: 3 clusters Score -94131.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -94132.710938 Penalty: 687.349060
	Iteration 16Q: 3 clusters Score -94132.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -94134.007812 Penalty: 687.349060
	Iteration 17Q: 3 clusters Score -94134.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -94134.945312 Penalty: 687.349060
	Iteration 18Q: 3 clusters Score -94134.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -94136.453125 Penalty: 687.349060
	Iteration 19Q: 3 clusters Score -94136.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -94139.929688 Penalty: 687.349060
	Iteration 20F: 3 clusters Score -94139.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -94141.390625 Penalty: 687.349060
	Iteration 21Q: 3 clusters Score -94141.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -94142.656250 Penalty: 687.349060
	Iteration 22Q: 3 clusters Score -94142.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -94143.375000 Penalty: 687.349060
	Iteration 23Q: 3 clusters Score -94143.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -94143.710938 Penalty: 687.349060
	Iteration 24Q: 3 clusters Score -94143.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -94144.500000 Penalty: 687.349060
	Iteration 25Q: 3 clusters Score -94144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -94145.187500 Penalty: 687.349060
	Iteration 26Q: 3 clusters Score -94145.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -94146.046875 Penalty: 687.349060
	Iteration 27Q: 3 clusters Score -94146.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -94146.578125 Penalty: 687.349060
	Iteration 28Q: 3 clusters Score -94146.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -94147.101562 Penalty: 687.349060
	Iteration 29Q: 3 clusters Score -94147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -94147.375000 Penalty: 687.349060
	Iteration 30Q: 3 clusters Score -94147.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -94147.375000 Penalty: 687.349060
	Iteration 31F: 3 clusters Score -94147.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Entering Unmasked Estep 
Score: -2081347.875000 Penalty: 489.615082
	Iteration 0F: 2 clusters Score -2081348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2050004.250000 Penalty: 979.230164
	Iteration 0F: 3 clusters Score -2050004 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2064364.500000 Penalty: 979.230164
	Iteration 1F: 3 clusters Score -2064364 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2066433.625000 Penalty: 979.230164
	Iteration 2F: 3 clusters Score -2066434 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2069268.500000 Penalty: 979.230164
	Iteration 3F: 3 clusters Score -2069268 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2072605.500000 Penalty: 979.230164
	Iteration 4F: 3 clusters Score -2072606 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2075842.875000 Penalty: 979.230164
	Iteration 5F: 3 clusters Score -2075843 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2078607.125000 Penalty: 979.230164
	Iteration 6F: 3 clusters Score -2078607 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2080202.625000 Penalty: 979.230164
	Iteration 7Q: 3 clusters Score -2080203 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2080816.750000 Penalty: 979.230164
	Iteration 8Q: 3 clusters Score -2080817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2080951.625000 Penalty: 979.230164
	Iteration 9Q: 3 clusters Score -2080952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2081012.500000 Penalty: 979.230164
	Iteration 10Q: 3 clusters Score -2081012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2081057.500000 Penalty: 979.230164
	Iteration 11Q: 3 clusters Score -2081058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2081082.500000 Penalty: 979.230164
	Iteration 12Q: 3 clusters Score -2081082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2081093.000000 Penalty: 979.230164
	Iteration 13Q: 3 clusters Score -2081093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2081097.125000 Penalty: 979.230164
	Iteration 14Q: 3 clusters Score -2081097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2081100.375000 Penalty: 979.230164
	Iteration 15Q: 3 clusters Score -2081100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2081100.625000 Penalty: 979.230164
	Iteration 16Q: 3 clusters Score -2081101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2081101.250000 Penalty: 979.230164
	Iteration 17Q: 3 clusters Score -2081101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2081106.875000 Penalty: 979.230164
	Iteration 18Q: 3 clusters Score -2081107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2081111.250000 Penalty: 979.230164
	Iteration 19Q: 3 clusters Score -2081111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2081110.250000 Penalty: 979.230164
	Iteration 20F: 3 clusters Score -2081110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2081111.500000 Penalty: 979.230164
	Iteration 21Q: 3 clusters Score -2081112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2081112.125000 Penalty: 979.230164
	Iteration 22Q: 3 clusters Score -2081112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2081111.750000 Penalty: 979.230164
	Iteration 23Q: 3 clusters Score -2081112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2081114.250000 Penalty: 979.230164
	Iteration 24Q: 3 clusters Score -2081114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2081115.000000 Penalty: 979.230164
	Iteration 25Q: 3 clusters Score -2081115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2081111.875000 Penalty: 979.230164
	Iteration 26Q: 3 clusters Score -2081112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2081114.875000 Penalty: 979.230164
	Iteration 27Q: 3 clusters Score -2081115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2081115.000000 Penalty: 979.230164
	Iteration 28Q: 3 clusters Score -2081115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2081114.500000 Penalty: 979.230164
	Iteration 29Q: 3 clusters Score -2081114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2081114.000000 Penalty: 979.230164
	Iteration 30Q: 3 clusters Score -2081114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2081117.125000 Penalty: 979.230164
	Iteration 31Q: 3 clusters Score -2081117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2081117.875000 Penalty: 979.230164
	Iteration 32Q: 3 clusters Score -2081118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2081123.750000 Penalty: 979.230164
	Iteration 33Q: 3 clusters Score -2081124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2081123.875000 Penalty: 979.230164
	Iteration 34Q: 3 clusters Score -2081124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2081127.125000 Penalty: 979.230164
	Iteration 35Q: 3 clusters Score -2081127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2081127.250000 Penalty: 979.230164
	Iteration 36Q: 3 clusters Score -2081127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2081127.250000 Penalty: 979.230164
	Iteration 37F: 3 clusters Score -2081127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -26866.234375 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -26866.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26318.593750 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -26318.59 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26446.214844 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -26446.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26479.505859 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -26479.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26508.097656 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -26508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26519.468750 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -26519.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26523.091797 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -26523.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26526.375000 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -26526.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26529.375000 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -26529.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26533.675781 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -26533.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26535.062500 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -26535.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26537.814453 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -26537.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26539.142578 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -26539.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26540.126953 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -26540.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26542.285156 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -26542.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26544.333984 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -26544.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26544.333984 Penalty: 581.968811
	Iteration 15F: 3 clusters Score -26544.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -11147.637695 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -11147.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10795.258789 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -10795.26 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10889.074219 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -10889.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10924.325195 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -10924.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10977.010742 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -10977.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10998.344727 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -10998.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11024.733398 Penalty: 521.143127
	Iteration 5F: 3 clusters Score -11024.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11088.322266 Penalty: 521.143127
	Iteration 6F: 3 clusters Score -11088.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11131.228516 Penalty: 521.143127
	Iteration 7F: 3 clusters Score -11131.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11145.058594 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -11145.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11151.757812 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -11151.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11153.948242 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -11153.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11156.150391 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -11156.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11157.864258 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -11157.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11158.618164 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -11158.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11159.819336 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -11159.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11159.819336 Penalty: 521.143127
	Iteration 15F: 3 clusters Score -11159.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 184 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145009 members 
Mstep: Class 25 contains 32352 members 
Mstep: Class 26 contains 123 members 
Entering Unmasked Estep 
Score: -23235602.000000 Penalty: 15571.006836
Splitting cluster 18 changes total score from -23235942.000000 to -23235602.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -257543.343750 Penalty: 393.748810
	Iteration 0F: 2 clusters Score -257543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -253672.531250 Penalty: 787.497620
	Iteration 0F: 3 clusters Score -253672.5 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -255536.328125 Penalty: 787.497620
	Iteration 1F: 3 clusters Score -255536.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -255868.515625 Penalty: 787.497620
	Iteration 2F: 3 clusters Score -255868.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -256113.203125 Penalty: 787.497620
	Iteration 3F: 3 clusters Score -256113.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -256255.609375 Penalty: 787.497620
	Iteration 4Q: 3 clusters Score -256255.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -256349.500000 Penalty: 787.497620
	Iteration 5Q: 3 clusters Score -256349.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -256419.062500 Penalty: 787.497620
	Iteration 6Q: 3 clusters Score -256419.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -256477.312500 Penalty: 787.497620
	Iteration 7Q: 3 clusters Score -256477.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -256533.171875 Penalty: 787.497620
	Iteration 8Q: 3 clusters Score -256533.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -256588.265625 Penalty: 787.497620
	Iteration 9Q: 3 clusters Score -256588.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -256636.421875 Penalty: 787.497620
	Iteration 10Q: 3 clusters Score -256636.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -256693.218750 Penalty: 787.497620
	Iteration 11Q: 3 clusters Score -256693.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -256769.015625 Penalty: 787.497620
	Iteration 12Q: 3 clusters Score -256769 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -256868.484375 Penalty: 787.497620
	Iteration 13Q: 3 clusters Score -256868.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -256982.843750 Penalty: 787.497620
	Iteration 14Q: 3 clusters Score -256982.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -257100.953125 Penalty: 787.497620
	Iteration 15Q: 3 clusters Score -257101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -257183.187500 Penalty: 787.497620
	Iteration 16Q: 3 clusters Score -257183.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -257250.421875 Penalty: 787.497620
	Iteration 17Q: 3 clusters Score -257250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -257276.328125 Penalty: 787.497620
	Iteration 18Q: 3 clusters Score -257276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -257285.078125 Penalty: 787.497620
	Iteration 19Q: 3 clusters Score -257285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -257289.765625 Penalty: 787.497620
	Iteration 20F: 3 clusters Score -257289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -257292.703125 Penalty: 787.497620
	Iteration 21Q: 3 clusters Score -257292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -257295.390625 Penalty: 787.497620
	Iteration 22Q: 3 clusters Score -257295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -257297.515625 Penalty: 787.497620
	Iteration 23Q: 3 clusters Score -257297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -257299.625000 Penalty: 787.497620
	Iteration 24Q: 3 clusters Score -257299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -257300.437500 Penalty: 787.497620
	Iteration 25Q: 3 clusters Score -257300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -257300.437500 Penalty: 787.497620
	Iteration 26F: 3 clusters Score -257300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -10741.273438 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -10741.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10411.567383 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -10411.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10498.707031 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -10498.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10517.297852 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -10517.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10524.762695 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -10524.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10528.025391 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -10528.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10530.752930 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -10530.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10532.319336 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -10532.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10532.816406 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -10532.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10532.816406 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -10532.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -176436.359375 Penalty: 370.224915
	Iteration 0F: 2 clusters Score -176436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -174063.953125 Penalty: 740.449829
	Iteration 0F: 3 clusters Score -174064 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -174939.625000 Penalty: 740.449829
	Iteration 1F: 3 clusters Score -174939.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -175027.906250 Penalty: 740.449829
	Iteration 2F: 3 clusters Score -175027.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -175114.984375 Penalty: 740.449829
	Iteration 3F: 3 clusters Score -175115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -175199.328125 Penalty: 740.449829
	Iteration 4F: 3 clusters Score -175199.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -175291.515625 Penalty: 740.449829
	Iteration 5Q: 3 clusters Score -175291.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -175417.750000 Penalty: 740.449829
	Iteration 6F: 3 clusters Score -175417.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -175574.375000 Penalty: 740.449829
	Iteration 7F: 3 clusters Score -175574.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -175782.390625 Penalty: 740.449829
	Iteration 8F: 3 clusters Score -175782.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -175912.781250 Penalty: 740.449829
	Iteration 9Q: 3 clusters Score -175912.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -175971.265625 Penalty: 740.449829
	Iteration 10Q: 3 clusters Score -175971.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -175996.125000 Penalty: 740.449829
	Iteration 11Q: 3 clusters Score -175996.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -176008.953125 Penalty: 740.449829
	Iteration 12Q: 3 clusters Score -176009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -176021.781250 Penalty: 740.449829
	Iteration 13Q: 3 clusters Score -176021.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -176034.406250 Penalty: 740.449829
	Iteration 14Q: 3 clusters Score -176034.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -176044.296875 Penalty: 740.449829
	Iteration 15Q: 3 clusters Score -176044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -176048.375000 Penalty: 740.449829
	Iteration 16Q: 3 clusters Score -176048.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -176052.156250 Penalty: 740.449829
	Iteration 17Q: 3 clusters Score -176052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -176055.812500 Penalty: 740.449829
	Iteration 18Q: 3 clusters Score -176055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -176059.750000 Penalty: 740.449829
	Iteration 19Q: 3 clusters Score -176059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -176066.781250 Penalty: 740.449829
	Iteration 20F: 3 clusters Score -176066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -176070.343750 Penalty: 740.449829
	Iteration 21Q: 3 clusters Score -176070.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -176074.718750 Penalty: 740.449829
	Iteration 22Q: 3 clusters Score -176074.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -176077.203125 Penalty: 740.449829
	Iteration 23Q: 3 clusters Score -176077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -176079.656250 Penalty: 740.449829
	Iteration 24Q: 3 clusters Score -176079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -176082.250000 Penalty: 740.449829
	Iteration 25Q: 3 clusters Score -176082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -176085.453125 Penalty: 740.449829
	Iteration 26Q: 3 clusters Score -176085.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -176087.203125 Penalty: 740.449829
	Iteration 27Q: 3 clusters Score -176087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -176089.343750 Penalty: 740.449829
	Iteration 28Q: 3 clusters Score -176089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -176091.421875 Penalty: 740.449829
	Iteration 29Q: 3 clusters Score -176091.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -176093.671875 Penalty: 740.449829
	Iteration 30Q: 3 clusters Score -176093.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -176096.031250 Penalty: 740.449829
	Iteration 31Q: 3 clusters Score -176096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -176097.765625 Penalty: 740.449829
	Iteration 32Q: 3 clusters Score -176097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -176100.859375 Penalty: 740.449829
	Iteration 33Q: 3 clusters Score -176100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -176101.765625 Penalty: 740.449829
	Iteration 34Q: 3 clusters Score -176101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -176103.640625 Penalty: 740.449829
	Iteration 35Q: 3 clusters Score -176103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -176105.578125 Penalty: 740.449829
	Iteration 36Q: 3 clusters Score -176105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -176107.281250 Penalty: 740.449829
	Iteration 37Q: 3 clusters Score -176107.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -176109.906250 Penalty: 740.449829
	Iteration 38Q: 3 clusters Score -176109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -176111.781250 Penalty: 740.449829
	Iteration 39Q: 3 clusters Score -176111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -176113.765625 Penalty: 740.449829
	Iteration 40F: 3 clusters Score -176113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -176115.453125 Penalty: 740.449829
	Iteration 41Q: 3 clusters Score -176115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -176116.078125 Penalty: 740.449829
	Iteration 42Q: 3 clusters Score -176116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -176116.906250 Penalty: 740.449829
	Iteration 43Q: 3 clusters Score -176116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -176118.421875 Penalty: 740.449829
	Iteration 44Q: 3 clusters Score -176118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -176119.718750 Penalty: 740.449829
	Iteration 45Q: 3 clusters Score -176119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -176120.125000 Penalty: 740.449829
	Iteration 46Q: 3 clusters Score -176120.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -176120.046875 Penalty: 740.449829
	Iteration 47Q: 3 clusters Score -176120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -176120.046875 Penalty: 740.449829
	Iteration 48F: 3 clusters Score -176120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -36538.140625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -36538.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35830.691406 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -35830.69 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36083.718750 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -36083.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -36156.542969 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -36156.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36208.843750 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -36208.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -36245.398438 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -36245.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -36275.746094 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -36275.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -36293.957031 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -36293.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -36301.738281 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -36301.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -36305.554688 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -36305.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -36310.398438 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -36310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36316.132812 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -36316.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -36320.925781 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -36320.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36323.070312 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -36323.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -36324.941406 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -36324.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36328.480469 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -36328.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -36334.972656 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -36334.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -36344.492188 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -36344.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -36354.769531 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -36354.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36363.066406 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -36363.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36369.179688 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -36369.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -36374.203125 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -36374.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -36381.972656 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -36381.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -36395.472656 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -36395.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36405.222656 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -36405.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -36415.148438 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -36415.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -36423.191406 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -36423.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36430.800781 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -36430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36432.042969 Penalty: 617.591248
	Iteration 27Q: 3 clusters Score -36432.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -36433.250000 Penalty: 617.591248
	Iteration 28Q: 3 clusters Score -36433.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36434.738281 Penalty: 617.591248
	Iteration 29Q: 3 clusters Score -36434.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -36435.777344 Penalty: 617.591248
	Iteration 30Q: 3 clusters Score -36435.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -36436.414062 Penalty: 617.591248
	Iteration 31Q: 3 clusters Score -36436.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -36436.468750 Penalty: 617.591248
	Iteration 32Q: 3 clusters Score -36436.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -36436.468750 Penalty: 617.591248
	Iteration 33F: 3 clusters Score -36436.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -18876.449219 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -18876.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18433.533203 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -18433.53 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18523.648438 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -18523.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18563.630859 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -18563.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18576.558594 Penalty: 551.804443
	Iteration 3Q: 3 clusters Score -18576.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18589.187500 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -18589.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18605.500000 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -18605.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18617.121094 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -18617.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18632.433594 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -18632.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18646.175781 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -18646.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -18659.349609 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -18659.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18666.146484 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -18666.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18674.644531 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -18674.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18679.925781 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -18679.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18684.556641 Penalty: 551.804443
	Iteration 13Q: 3 clusters Score -18684.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18690.548828 Penalty: 551.804443
	Iteration 14Q: 3 clusters Score -18690.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18693.853516 Penalty: 551.804443
	Iteration 15Q: 3 clusters Score -18693.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -18696.406250 Penalty: 551.804443
	Iteration 16Q: 3 clusters Score -18696.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18698.294922 Penalty: 551.804443
	Iteration 17Q: 3 clusters Score -18698.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18698.888672 Penalty: 551.804443
	Iteration 18Q: 3 clusters Score -18698.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -18701.380859 Penalty: 551.804443
	Iteration 19Q: 3 clusters Score -18701.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18702.265625 Penalty: 551.804443
	Iteration 20F: 3 clusters Score -18702.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18704.863281 Penalty: 551.804443
	Iteration 21Q: 3 clusters Score -18704.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18705.681641 Penalty: 551.804443
	Iteration 22Q: 3 clusters Score -18705.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18708.611328 Penalty: 551.804443
	Iteration 23Q: 3 clusters Score -18708.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18710.244141 Penalty: 551.804443
	Iteration 24Q: 3 clusters Score -18710.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18712.953125 Penalty: 551.804443
	Iteration 25Q: 3 clusters Score -18712.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -18714.148438 Penalty: 551.804443
	Iteration 26Q: 3 clusters Score -18714.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18714.816406 Penalty: 551.804443
	Iteration 27Q: 3 clusters Score -18714.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18714.816406 Penalty: 551.804443
	Iteration 28F: 3 clusters Score -18714.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (145009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Entering Unmasked Estep 
Score: -6796738.000000 Penalty: 540.747070
	Iteration 0F: 2 clusters Score -6796738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -6699268.500000 Penalty: 1081.494141
	Iteration 0F: 3 clusters Score -6699268 nChanged 71336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -6744379.000000 Penalty: 1081.494141
	Iteration 1F: 3 clusters Score -6744379 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -6747839.500000 Penalty: 1081.494141
	Iteration 2Q: 3 clusters Score -6747840 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -6753482.000000 Penalty: 1081.494141
	Iteration 3F: 3 clusters Score -6753482 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -6761657.500000 Penalty: 1081.494141
	Iteration 4F: 3 clusters Score -6761658 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -6768640.500000 Penalty: 1081.494141
	Iteration 5F: 3 clusters Score -6768640 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -6771632.000000 Penalty: 1081.494141
	Iteration 6F: 3 clusters Score -6771632 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -6772442.500000 Penalty: 1081.494141
	Iteration 7Q: 3 clusters Score -6772442 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -6772822.500000 Penalty: 1081.494141
	Iteration 8Q: 3 clusters Score -6772822 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -6773105.000000 Penalty: 1081.494141
	Iteration 9Q: 3 clusters Score -6773105 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -6773378.500000 Penalty: 1081.494141
	Iteration 10Q: 3 clusters Score -6773378 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -6773702.500000 Penalty: 1081.494141
	Iteration 11Q: 3 clusters Score -6773702 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -6774024.500000 Penalty: 1081.494141
	Iteration 12Q: 3 clusters Score -6774024 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -6774357.000000 Penalty: 1081.494141
	Iteration 13Q: 3 clusters Score -6774357 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -6774768.000000 Penalty: 1081.494141
	Iteration 14Q: 3 clusters Score -6774768 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -6775290.000000 Penalty: 1081.494141
	Iteration 15Q: 3 clusters Score -6775290 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -6775814.500000 Penalty: 1081.494141
	Iteration 16Q: 3 clusters Score -6775814 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -6776358.000000 Penalty: 1081.494141
	Iteration 17Q: 3 clusters Score -6776358 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -6777063.500000 Penalty: 1081.494141
	Iteration 18Q: 3 clusters Score -6777064 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -6777767.000000 Penalty: 1081.494141
	Iteration 19Q: 3 clusters Score -6777767 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -6778445.500000 Penalty: 1081.494141
	Iteration 20F: 3 clusters Score -6778446 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -6779159.500000 Penalty: 1081.494141
	Iteration 21Q: 3 clusters Score -6779160 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -6779865.500000 Penalty: 1081.494141
	Iteration 22Q: 3 clusters Score -6779866 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -6780564.500000 Penalty: 1081.494141
	Iteration 23Q: 3 clusters Score -6780564 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -6781340.000000 Penalty: 1081.494141
	Iteration 24Q: 3 clusters Score -6781340 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -6782075.500000 Penalty: 1081.494141
	Iteration 25Q: 3 clusters Score -6782076 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -6782806.000000 Penalty: 1081.494141
	Iteration 26Q: 3 clusters Score -6782806 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -6783440.500000 Penalty: 1081.494141
	Iteration 27Q: 3 clusters Score -6783440 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -6784087.000000 Penalty: 1081.494141
	Iteration 28Q: 3 clusters Score -6784087 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -6784673.000000 Penalty: 1081.494141
	Iteration 29Q: 3 clusters Score -6784673 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -6785128.000000 Penalty: 1081.494141
	Iteration 30Q: 3 clusters Score -6785128 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -6785493.000000 Penalty: 1081.494141
	Iteration 31Q: 3 clusters Score -6785493 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -6785836.500000 Penalty: 1081.494141
	Iteration 32Q: 3 clusters Score -6785836 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -6786053.500000 Penalty: 1081.494141
	Iteration 33Q: 3 clusters Score -6786054 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -6786194.000000 Penalty: 1081.494141
	Iteration 34Q: 3 clusters Score -6786194 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -6786292.500000 Penalty: 1081.494141
	Iteration 35Q: 3 clusters Score -6786292 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -6786359.500000 Penalty: 1081.494141
	Iteration 36Q: 3 clusters Score -6786360 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -6786399.500000 Penalty: 1081.494141
	Iteration 37Q: 3 clusters Score -6786400 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -6786432.000000 Penalty: 1081.494141
	Iteration 38Q: 3 clusters Score -6786432 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -6786485.000000 Penalty: 1081.494141
	Iteration 39Q: 3 clusters Score -6786485 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -6786533.500000 Penalty: 1081.494141
	Iteration 40F: 3 clusters Score -6786534 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -6786552.000000 Penalty: 1081.494141
	Iteration 41Q: 3 clusters Score -6786552 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -6786586.500000 Penalty: 1081.494141
	Iteration 42Q: 3 clusters Score -6786586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -6786626.000000 Penalty: 1081.494141
	Iteration 43Q: 3 clusters Score -6786626 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -6786641.000000 Penalty: 1081.494141
	Iteration 44Q: 3 clusters Score -6786641 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -6786638.500000 Penalty: 1081.494141
	Iteration 45Q: 3 clusters Score -6786638 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -6786617.500000 Penalty: 1081.494141
	Iteration 46Q: 3 clusters Score -6786618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -6786618.500000 Penalty: 1081.494141
	Iteration 47Q: 3 clusters Score -6786618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -6786619.500000 Penalty: 1081.494141
	Iteration 48Q: 3 clusters Score -6786620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -6786616.500000 Penalty: 1081.494141
	Iteration 49Q: 3 clusters Score -6786616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -6786610.500000 Penalty: 1081.494141
	Iteration 50Q: 3 clusters Score -6786610 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -6786609.500000 Penalty: 1081.494141
	Iteration 51Q: 3 clusters Score -6786610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
Score: -6786618.000000 Penalty: 1081.494141
	Iteration 52Q: 3 clusters Score -6786618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -6786627.500000 Penalty: 1081.494141
	Iteration 53Q: 3 clusters Score -6786628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -6786655.500000 Penalty: 1081.494141
	Iteration 54Q: 3 clusters Score -6786656 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -6786669.500000 Penalty: 1081.494141
	Iteration 55Q: 3 clusters Score -6786670 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -6786700.000000 Penalty: 1081.494141
	Iteration 56Q: 3 clusters Score -6786700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -6786706.500000 Penalty: 1081.494141
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Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 69301 members 
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Mstep: Class 2 contains 69552 members 
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Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74968 members 
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Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 70550 members 
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Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 70826 members 
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Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 71832 members 
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Mstep: Class 1 contains 72718 members 
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Mstep: Class 1 contains 72500 members 
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Mstep: Class 1 contains 72089 members 
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Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 73123 members 
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Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 73334 members 
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Mstep: Class 2 contains 73763 members 
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Mstep: Class 2 contains 73999 members 
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	Iteration 80F: 3 clusters Score -6786816 nChanged 208
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Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 74622 members 
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Mstep: Class 2 contains 74843 members 
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Mstep: Class 1 contains 67362 members 
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Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 77931 members 
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Mstep: Class 1 contains 66755 members 
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Mstep: Class 1 contains 66399 members 
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Mstep: Class 1 contains 66053 members 
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Mstep: Class 1 contains 65306 members 
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Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 80072 members 
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Mstep: Class 1 contains 64156 members 
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Mstep: Class 1 contains 63748 members 
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	Iteration 118Q: 3 clusters Score -6787309 nChanged 386
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Mstep: Class 1 contains 57232 members 
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Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 88171 members 
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	Iteration 120F: 3 clusters Score -6787321 nChanged 431
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	Iteration 121Q: 3 clusters Score -6787320 nChanged 452
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Mstep: Class 2 contains 89054 members 
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	Iteration 122Q: 3 clusters Score -6787344 nChanged 458
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	Iteration 123Q: 3 clusters Score -6787366 nChanged 451
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	Iteration 124Q: 3 clusters Score -6787394 nChanged 417
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Mstep: Class 1 contains 54629 members 
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	Iteration 126Q: 3 clusters Score -6787420 nChanged 431
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	Iteration 127Q: 3 clusters Score -6787452 nChanged 508
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Mstep: Class 2 contains 92269 members 
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Mstep: Class 1 contains 52227 members 
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	Iteration 131Q: 3 clusters Score -6787596 nChanged 526
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	Iteration 132Q: 3 clusters Score -6787610 nChanged 527
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	Iteration 133Q: 3 clusters Score -6787646 nChanged 532
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	Iteration 134Q: 3 clusters Score -6787670 nChanged 552
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	Iteration 135Q: 3 clusters Score -6787690 nChanged 552
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	Iteration 137Q: 3 clusters Score -6787762 nChanged 526
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	Iteration 138Q: 3 clusters Score -6787804 nChanged 510
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	Iteration 139Q: 3 clusters Score -6787854 nChanged 529
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	Iteration 140F: 3 clusters Score -6787888 nChanged 554
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	Iteration 141Q: 3 clusters Score -6787898 nChanged 566
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Mstep: Class 1 contains 45781 members 
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	Iteration 142Q: 3 clusters Score -6787944 nChanged 569
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Mstep: Class 1 contains 45212 members 
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	Iteration 143Q: 3 clusters Score -6787978 nChanged 613
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	Iteration 144Q: 3 clusters Score -6788058 nChanged 581
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	Iteration 145Q: 3 clusters Score -6788099 nChanged 541
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	Iteration 146Q: 3 clusters Score -6788127 nChanged 531
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	Iteration 147Q: 3 clusters Score -6788171 nChanged 503
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	Iteration 148Q: 3 clusters Score -6788185 nChanged 468
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	Iteration 149Q: 3 clusters Score -6788238 nChanged 489
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	Iteration 150Q: 3 clusters Score -6788215 nChanged 550
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Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6788282 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 105761 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 106338 members 
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	Iteration 155Q: 3 clusters Score -6788428 nChanged 530
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Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 107432 members 
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Mstep: Class 2 contains 107994 members 
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	Iteration 158Q: 3 clusters Score -6788559 nChanged 566
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Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 108560 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6788594 nChanged 598
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Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6788632 nChanged 563
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Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6788653 nChanged 597
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Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6788709 nChanged 611
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Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6788752 nChanged 634
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Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6788772 nChanged 671
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Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 112234 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6788866 nChanged 710
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Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6788922 nChanged 737
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Mstep: Class 1 contains 31328 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6789012 nChanged 805
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Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6789066 nChanged 821
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Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6789144 nChanged 828
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Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 116135 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6789254 nChanged 810
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Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6789305 nChanged 823
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Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 117768 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6789402 nChanged 854
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Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6789548 nChanged 894
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Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6789664 nChanged 906
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Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 120422 members 
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	Iteration 175Q: 3 clusters Score -6789756 nChanged 910
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Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 121332 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6789890 nChanged 934
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Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 122266 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6790060 nChanged 981
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Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6790224 nChanged 994
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Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 124241 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6790443 nChanged 1054
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Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6790632 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6790884 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 127542 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6791136 nChanged 1162
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Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 128704 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6791437 nChanged 1245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6791750 nChanged 1274
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Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 131223 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6792114 nChanged 1291
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Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6792516 nChanged 1332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6792968 nChanged 1356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 135202 members 
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	Iteration 188Q: 3 clusters Score -6793440 nChanged 1329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6793904 nChanged 1296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 137827 members 
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	Iteration 190Q: 3 clusters Score -6794373 nChanged 1131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 138956 members 
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	Iteration 191Q: 3 clusters Score -6794748 nChanged 994
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 139940 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6795114 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 140760 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6795432 nChanged 699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6795672 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 142045 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6795870 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -6796033.500000 Penalty: 1081.494141
	Iteration 196Q: 3 clusters Score -6796034 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -6796142.000000 Penalty: 1081.494141
	Iteration 197Q: 3 clusters Score -6796142 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6796250 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -6796353.000000 Penalty: 1081.494141
	Iteration 199Q: 3 clusters Score -6796353 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 143663 members 
Entering Unmasked Estep 
Score: -6796440.500000 Penalty: 1081.494141
	Iteration 200F: 3 clusters Score -6796440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 143798 members 
Entering Unmasked Estep 
Score: -6796521.500000 Penalty: 1081.494141
	Iteration 201Q: 3 clusters Score -6796522 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6796579 nChanged 124
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6796614 nChanged 105
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Mstep: Class 1 contains 994 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6796646 nChanged 92
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Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6796682 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -6796704.500000 Penalty: 1081.494141
	Iteration 206Q: 3 clusters Score -6796704 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 144105 members 
Entering Unmasked Estep 
Score: -6796729.000000 Penalty: 1081.494141
	Iteration 207Q: 3 clusters Score -6796729 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 144130 members 
Entering Unmasked Estep 
Score: -6796753.000000 Penalty: 1081.494141
	Iteration 208Q: 3 clusters Score -6796753 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -6796755.500000 Penalty: 1081.494141
	Iteration 209Q: 3 clusters Score -6796756 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 144164 members 
Entering Unmasked Estep 
Score: -6796778.000000 Penalty: 1081.494141
	Iteration 210Q: 3 clusters Score -6796778 nChanged 41
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6796788 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -6796789.500000 Penalty: 1081.494141
	Iteration 212Q: 3 clusters Score -6796790 nChanged 17
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Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 144173 members 
Entering Unmasked Estep 
Score: -6796804.500000 Penalty: 1081.494141
	Iteration 213Q: 3 clusters Score -6796804 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 144169 members 
Entering Unmasked Estep 
Score: -6796801.000000 Penalty: 1081.494141
	Iteration 214Q: 3 clusters Score -6796801 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6796805 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -6796813.500000 Penalty: 1081.494141
	Iteration 216Q: 3 clusters Score -6796814 nChanged 11
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Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 144180 members 
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	Iteration 217Q: 3 clusters Score -6796810 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -6796808.000000 Penalty: 1081.494141
	Iteration 218Q: 3 clusters Score -6796808 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 144194 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6796808 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -6796813.500000 Penalty: 1081.494141
	Iteration 220F: 3 clusters Score -6796814 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 144197 members 
Entering Unmasked Estep 
Score: -6796818.000000 Penalty: 1081.494141
	Iteration 221Q: 3 clusters Score -6796818 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -6796815.000000 Penalty: 1081.494141
	Iteration 222Q: 3 clusters Score -6796815 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -6796812.500000 Penalty: 1081.494141
	Iteration 223Q: 3 clusters Score -6796812 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 144192 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6796816 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -6796814.000000 Penalty: 1081.494141
	Iteration 225Q: 3 clusters Score -6796814 nChanged 3
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Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6796815 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6796816 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -6796824.000000 Penalty: 1081.494141
	Iteration 228Q: 3 clusters Score -6796824 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -6796828.000000 Penalty: 1081.494141
	Iteration 229Q: 3 clusters Score -6796828 nChanged 6
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Mstep: Class 1 contains 842 members 
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	Iteration 230Q: 3 clusters Score -6796832 nChanged 5
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Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 144166 members 
Entering Unmasked Estep 
Score: -6796834.000000 Penalty: 1081.494141
	Iteration 231Q: 3 clusters Score -6796834 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 144163 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6796834 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -6796833.000000 Penalty: 1081.494141
	Iteration 233Q: 3 clusters Score -6796833 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 144158 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6796832 nChanged 3
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Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 144159 members 
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	Iteration 235Q: 3 clusters Score -6796833 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -6796835.000000 Penalty: 1081.494141
	Iteration 236Q: 3 clusters Score -6796835 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 144156 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6796833 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6796833 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
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	Iteration 239F: 3 clusters Score -6796833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 32352 members 
Mstep: Class 26 contains 144155 members 
Entering Unmasked Estep 
Score: -23235916.000000 Penalty: 15571.006836
Splitting cluster 24 changes total score from -23235942.000000 to -23235916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (32352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32352 members 
Entering Unmasked Estep 
Score: -1540089.000000 Penalty: 472.491608
	Iteration 0F: 2 clusters Score -1540089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1518353.125000 Penalty: 944.983215
	Iteration 0F: 3 clusters Score -1518353 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1527444.000000 Penalty: 944.983215
	Iteration 1F: 3 clusters Score -1527444 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1527826.875000 Penalty: 944.983215
	Iteration 2Q: 3 clusters Score -1527827 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1528254.750000 Penalty: 944.983215
	Iteration 3Q: 3 clusters Score -1528255 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1528720.000000 Penalty: 944.983215
	Iteration 4Q: 3 clusters Score -1528720 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1529237.750000 Penalty: 944.983215
	Iteration 5Q: 3 clusters Score -1529238 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1529816.125000 Penalty: 944.983215
	Iteration 6Q: 3 clusters Score -1529816 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1530599.000000 Penalty: 944.983215
	Iteration 7Q: 3 clusters Score -1530599 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1531766.500000 Penalty: 944.983215
	Iteration 8F: 3 clusters Score -1531766 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -1533326.000000 Penalty: 944.983215
	Iteration 9F: 3 clusters Score -1533326 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -1535045.875000 Penalty: 944.983215
	Iteration 10F: 3 clusters Score -1535046 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -1536341.750000 Penalty: 944.983215
	Iteration 11Q: 3 clusters Score -1536342 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -1536942.000000 Penalty: 944.983215
	Iteration 12Q: 3 clusters Score -1536942 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -1537215.875000 Penalty: 944.983215
	Iteration 13Q: 3 clusters Score -1537216 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1537459.250000 Penalty: 944.983215
	Iteration 14Q: 3 clusters Score -1537459 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1537694.625000 Penalty: 944.983215
	Iteration 15Q: 3 clusters Score -1537695 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -1537882.375000 Penalty: 944.983215
	Iteration 16Q: 3 clusters Score -1537882 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -1538057.125000 Penalty: 944.983215
	Iteration 17Q: 3 clusters Score -1538057 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -1538204.000000 Penalty: 944.983215
	Iteration 18Q: 3 clusters Score -1538204 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -1538327.375000 Penalty: 944.983215
	Iteration 19Q: 3 clusters Score -1538327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -1538435.625000 Penalty: 944.983215
	Iteration 20F: 3 clusters Score -1538436 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -1538533.000000 Penalty: 944.983215
	Iteration 21Q: 3 clusters Score -1538533 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -1538634.625000 Penalty: 944.983215
	Iteration 22Q: 3 clusters Score -1538635 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -1538730.375000 Penalty: 944.983215
	Iteration 23Q: 3 clusters Score -1538730 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -1538800.250000 Penalty: 944.983215
	Iteration 24Q: 3 clusters Score -1538800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -1538870.000000 Penalty: 944.983215
	Iteration 25Q: 3 clusters Score -1538870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -1538941.500000 Penalty: 944.983215
	Iteration 26Q: 3 clusters Score -1538942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1539006.500000 Penalty: 944.983215
	Iteration 27Q: 3 clusters Score -1539006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -1539057.875000 Penalty: 944.983215
	Iteration 28Q: 3 clusters Score -1539058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -1539123.875000 Penalty: 944.983215
	Iteration 29Q: 3 clusters Score -1539124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -1539191.875000 Penalty: 944.983215
	Iteration 30Q: 3 clusters Score -1539192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -1539238.375000 Penalty: 944.983215
	Iteration 31Q: 3 clusters Score -1539238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1539292.625000 Penalty: 944.983215
	Iteration 32Q: 3 clusters Score -1539293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1539334.250000 Penalty: 944.983215
	Iteration 33Q: 3 clusters Score -1539334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -1539378.125000 Penalty: 944.983215
	Iteration 34Q: 3 clusters Score -1539378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -1539416.875000 Penalty: 944.983215
	Iteration 35Q: 3 clusters Score -1539417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -1539457.625000 Penalty: 944.983215
	Iteration 36Q: 3 clusters Score -1539458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -1539492.750000 Penalty: 944.983215
	Iteration 37Q: 3 clusters Score -1539493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -1539519.750000 Penalty: 944.983215
	Iteration 38Q: 3 clusters Score -1539520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -1539545.000000 Penalty: 944.983215
	Iteration 39Q: 3 clusters Score -1539545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -1539568.875000 Penalty: 944.983215
	Iteration 40F: 3 clusters Score -1539569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -1539591.375000 Penalty: 944.983215
	Iteration 41Q: 3 clusters Score -1539591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -1539610.625000 Penalty: 944.983215
	Iteration 42Q: 3 clusters Score -1539611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -1539626.375000 Penalty: 944.983215
	Iteration 43Q: 3 clusters Score -1539626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -1539634.250000 Penalty: 944.983215
	Iteration 44Q: 3 clusters Score -1539634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -1539642.875000 Penalty: 944.983215
	Iteration 45Q: 3 clusters Score -1539643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -1539652.000000 Penalty: 944.983215
	Iteration 46Q: 3 clusters Score -1539652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -1539665.625000 Penalty: 944.983215
	Iteration 47Q: 3 clusters Score -1539666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -1539676.375000 Penalty: 944.983215
	Iteration 48Q: 3 clusters Score -1539676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -1539681.375000 Penalty: 944.983215
	Iteration 49Q: 3 clusters Score -1539681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -1539683.000000 Penalty: 944.983215
	Iteration 50Q: 3 clusters Score -1539683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -1539686.125000 Penalty: 944.983215
	Iteration 51Q: 3 clusters Score -1539686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -1539687.875000 Penalty: 944.983215
	Iteration 52Q: 3 clusters Score -1539688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -1539688.875000 Penalty: 944.983215
	Iteration 53Q: 3 clusters Score -1539689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -1539688.875000 Penalty: 944.983215
	Iteration 54F: 3 clusters Score -1539689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47135 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145009 members 
Mstep: Class 25 contains 32352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235942.000000 Penalty: 14972.122070
Iteration 159Q: 26 clusters Score -2.323594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1528 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47133 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145004 members 
Mstep: Class 25 contains 32353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235932.000000 Penalty: 14972.122070
Iteration 160F: 26 clusters Score -2.323593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98818 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162110 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47133 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144999 members 
Mstep: Class 25 contains 32355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235938.000000 Penalty: 14972.122070
Iteration 161Q: 26 clusters Score -2.323594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98819 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162107 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47131 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 145000 members 
Mstep: Class 25 contains 32358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235936.000000 Penalty: 14972.122070
Iteration 162Q: 26 clusters Score -2.323594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98820 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162108 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144998 members 
Mstep: Class 25 contains 32359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235936.000000 Penalty: 14972.122070
Iteration 163Q: 26 clusters Score -2.323594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98821 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144996 members 
Mstep: Class 25 contains 32360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 14972.122070
Iteration 164Q: 26 clusters Score -2.323595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98821 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162108 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144994 members 
Mstep: Class 25 contains 32363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235946.000000 Penalty: 14972.122070
Iteration 165Q: 26 clusters Score -2.323595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98821 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162107 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144993 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235946.000000 Penalty: 14972.122070
Iteration 166Q: 26 clusters Score -2.323595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162107 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144991 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235948.000000 Penalty: 14972.122070
Iteration 167Q: 26 clusters Score -2.323595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47129 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144989 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235946.000000 Penalty: 14972.122070
Iteration 168Q: 26 clusters Score -2.323595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144988 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235954.000000 Penalty: 14972.122070
Iteration 169Q: 26 clusters Score -2.323595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162108 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144989 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235958.000000 Penalty: 14972.122070
Iteration 170Q: 26 clusters Score -2.323596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144988 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235958.000000 Penalty: 14972.122070
Iteration 171Q: 26 clusters Score -2.323596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162111 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144986 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235944.000000 Penalty: 14972.122070
Iteration 172Q: 26 clusters Score -2.323594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162111 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144986 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 14972.122070
Iteration 173Q: 26 clusters Score -2.323595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162112 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144985 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235958.000000 Penalty: 14972.122070
Iteration 174Q: 26 clusters Score -2.323596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162114 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144983 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235952.000000 Penalty: 14972.122070
Iteration 175Q: 26 clusters Score -2.323595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162116 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144981 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235954.000000 Penalty: 14972.122070
Iteration 176Q: 26 clusters Score -2.323595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235956.000000 Penalty: 14972.122070
Iteration 177Q: 26 clusters Score -2.323596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235956.000000 Penalty: 14972.122070
Iteration 178F: 26 clusters Score -2.323596e+07 nChanged 0
Entering ConstructFrom: 
Score: -23235956.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -109079.023438 Penalty: 352.160645
	Iteration 0F: 2 clusters Score -109079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -107451.531250 Penalty: 704.321289
	Iteration 0F: 3 clusters Score -107451.5 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108032.171875 Penalty: 704.321289
	Iteration 1F: 3 clusters Score -108032.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -108116.585938 Penalty: 704.321289
	Iteration 2F: 3 clusters Score -108116.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108185.453125 Penalty: 704.321289
	Iteration 3F: 3 clusters Score -108185.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108249.335938 Penalty: 704.321289
	Iteration 4Q: 3 clusters Score -108249.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -108327.804688 Penalty: 704.321289
	Iteration 5Q: 3 clusters Score -108327.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -108409.289062 Penalty: 704.321289
	Iteration 6Q: 3 clusters Score -108409.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -108476.351562 Penalty: 704.321289
	Iteration 7Q: 3 clusters Score -108476.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -108508.296875 Penalty: 704.321289
	Iteration 8Q: 3 clusters Score -108508.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108522.945312 Penalty: 704.321289
	Iteration 9Q: 3 clusters Score -108522.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -108539.734375 Penalty: 704.321289
	Iteration 10Q: 3 clusters Score -108539.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -108556.828125 Penalty: 704.321289
	Iteration 11Q: 3 clusters Score -108556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108566.968750 Penalty: 704.321289
	Iteration 12Q: 3 clusters Score -108567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108579.351562 Penalty: 704.321289
	Iteration 13Q: 3 clusters Score -108579.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108591.281250 Penalty: 704.321289
	Iteration 14Q: 3 clusters Score -108591.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108605.757812 Penalty: 704.321289
	Iteration 15Q: 3 clusters Score -108605.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108615.523438 Penalty: 704.321289
	Iteration 16Q: 3 clusters Score -108615.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -108623.648438 Penalty: 704.321289
	Iteration 17Q: 3 clusters Score -108623.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108628.687500 Penalty: 704.321289
	Iteration 18Q: 3 clusters Score -108628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108633.171875 Penalty: 704.321289
	Iteration 19Q: 3 clusters Score -108633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108640.351562 Penalty: 704.321289
	Iteration 20F: 3 clusters Score -108640.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108643.804688 Penalty: 704.321289
	Iteration 21Q: 3 clusters Score -108643.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108652.484375 Penalty: 704.321289
	Iteration 22Q: 3 clusters Score -108652.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108658.640625 Penalty: 704.321289
	Iteration 23Q: 3 clusters Score -108658.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108663.664062 Penalty: 704.321289
	Iteration 24Q: 3 clusters Score -108663.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108669.851562 Penalty: 704.321289
	Iteration 25Q: 3 clusters Score -108669.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108675.554688 Penalty: 704.321289
	Iteration 26Q: 3 clusters Score -108675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108680.710938 Penalty: 704.321289
	Iteration 27Q: 3 clusters Score -108680.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108685.726562 Penalty: 704.321289
	Iteration 28Q: 3 clusters Score -108685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108687.234375 Penalty: 704.321289
	Iteration 29Q: 3 clusters Score -108687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -108687.765625 Penalty: 704.321289
	Iteration 30Q: 3 clusters Score -108687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108688.828125 Penalty: 704.321289
	Iteration 31Q: 3 clusters Score -108688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108689.335938 Penalty: 704.321289
	Iteration 32Q: 3 clusters Score -108689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108689.335938 Penalty: 704.321289
	Iteration 33F: 3 clusters Score -108689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -17146.312500 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -17146.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16761.277344 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -16761.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17001.304688 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -17001.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17166.658203 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -17166.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17239.992188 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -17239.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17291.304688 Penalty: 548.573303
	Iteration 4F: 3 clusters Score -17291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17309.941406 Penalty: 548.573303
	Iteration 5Q: 3 clusters Score -17309.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -17318.193359 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -17318.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17320.232422 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -17320.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -17324.021484 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -17324.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -17331.498047 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -17331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -17335.091797 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -17335.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -17337.775391 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -17337.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -17337.775391 Penalty: 548.573303
	Iteration 12F: 3 clusters Score -17337.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 371 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Mstep: Class 26 contains 44 members 
Entering Unmasked Estep 
Score: -23235830.000000 Penalty: 15571.006836
Splitting cluster 2 changes total score from -23235956.000000 to -23235830.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (98822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Entering Unmasked Estep 
Score: -4640248.500000 Penalty: 523.298950
	Iteration 0F: 2 clusters Score -4640248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -4574141.500000 Penalty: 1046.597900
	Iteration 0F: 3 clusters Score -4574142 nChanged 48215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4604810.500000 Penalty: 1046.597900
	Iteration 1F: 3 clusters Score -4604810 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4608781.000000 Penalty: 1046.597900
	Iteration 2F: 3 clusters Score -4608781 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4615612.500000 Penalty: 1046.597900
	Iteration 3F: 3 clusters Score -4615612 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4624653.000000 Penalty: 1046.597900
	Iteration 4F: 3 clusters Score -4624653 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4632982.500000 Penalty: 1046.597900
	Iteration 5F: 3 clusters Score -4632982 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4637461.500000 Penalty: 1046.597900
	Iteration 6Q: 3 clusters Score -4637462 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4639040.000000 Penalty: 1046.597900
	Iteration 7Q: 3 clusters Score -4639040 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4639477.500000 Penalty: 1046.597900
	Iteration 8Q: 3 clusters Score -4639478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4639648.000000 Penalty: 1046.597900
	Iteration 9Q: 3 clusters Score -4639648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4639699.000000 Penalty: 1046.597900
	Iteration 10Q: 3 clusters Score -4639699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4639724.500000 Penalty: 1046.597900
	Iteration 11Q: 3 clusters Score -4639724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4639734.500000 Penalty: 1046.597900
	Iteration 12Q: 3 clusters Score -4639734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4639741.000000 Penalty: 1046.597900
	Iteration 13Q: 3 clusters Score -4639741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4639748.500000 Penalty: 1046.597900
	Iteration 14Q: 3 clusters Score -4639748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4639748.000000 Penalty: 1046.597900
	Iteration 15Q: 3 clusters Score -4639748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4639752.500000 Penalty: 1046.597900
	Iteration 16Q: 3 clusters Score -4639752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4639768.000000 Penalty: 1046.597900
	Iteration 17Q: 3 clusters Score -4639768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4639772.500000 Penalty: 1046.597900
	Iteration 18Q: 3 clusters Score -4639772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98749 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4639782.500000 Penalty: 1046.597900
	Iteration 19Q: 3 clusters Score -4639782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4639778.000000 Penalty: 1046.597900
	Iteration 20F: 3 clusters Score -4639778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4639779.500000 Penalty: 1046.597900
	Iteration 21Q: 3 clusters Score -4639780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4639779.500000 Penalty: 1046.597900
	Iteration 22Q: 3 clusters Score -4639780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4639779.500000 Penalty: 1046.597900
	Iteration 23F: 3 clusters Score -4639780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -141819.140625 Penalty: 361.971863
	Iteration 0F: 2 clusters Score -141819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -139854.156250 Penalty: 723.943726
	Iteration 0F: 3 clusters Score -139854.2 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -140506.109375 Penalty: 723.943726
	Iteration 1F: 3 clusters Score -140506.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -140620.843750 Penalty: 723.943726
	Iteration 2F: 3 clusters Score -140620.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -140727.140625 Penalty: 723.943726
	Iteration 3F: 3 clusters Score -140727.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -140827.046875 Penalty: 723.943726
	Iteration 4F: 3 clusters Score -140827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -140935.953125 Penalty: 723.943726
	Iteration 5Q: 3 clusters Score -140936 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -141082.203125 Penalty: 723.943726
	Iteration 6F: 3 clusters Score -141082.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -141201.406250 Penalty: 723.943726
	Iteration 7Q: 3 clusters Score -141201.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -141312.718750 Penalty: 723.943726
	Iteration 8Q: 3 clusters Score -141312.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -141395.406250 Penalty: 723.943726
	Iteration 9Q: 3 clusters Score -141395.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -141433.703125 Penalty: 723.943726
	Iteration 10Q: 3 clusters Score -141433.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -141451.250000 Penalty: 723.943726
	Iteration 11Q: 3 clusters Score -141451.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -141462.937500 Penalty: 723.943726
	Iteration 12Q: 3 clusters Score -141462.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -141469.890625 Penalty: 723.943726
	Iteration 13Q: 3 clusters Score -141469.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -141479.593750 Penalty: 723.943726
	Iteration 14Q: 3 clusters Score -141479.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -141485.734375 Penalty: 723.943726
	Iteration 15Q: 3 clusters Score -141485.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -141491.750000 Penalty: 723.943726
	Iteration 16Q: 3 clusters Score -141491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -141495.687500 Penalty: 723.943726
	Iteration 17Q: 3 clusters Score -141495.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -141500.484375 Penalty: 723.943726
	Iteration 18Q: 3 clusters Score -141500.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -141502.218750 Penalty: 723.943726
	Iteration 19Q: 3 clusters Score -141502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -141503.406250 Penalty: 723.943726
	Iteration 20F: 3 clusters Score -141503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -141504.078125 Penalty: 723.943726
	Iteration 21Q: 3 clusters Score -141504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -141505.031250 Penalty: 723.943726
	Iteration 22Q: 3 clusters Score -141505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -141507.031250 Penalty: 723.943726
	Iteration 23Q: 3 clusters Score -141507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -141508.953125 Penalty: 723.943726
	Iteration 24Q: 3 clusters Score -141509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -141511.968750 Penalty: 723.943726
	Iteration 25Q: 3 clusters Score -141512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -141513.578125 Penalty: 723.943726
	Iteration 26Q: 3 clusters Score -141513.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -141516.781250 Penalty: 723.943726
	Iteration 27Q: 3 clusters Score -141516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -141524.421875 Penalty: 723.943726
	Iteration 28Q: 3 clusters Score -141524.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -141528.546875 Penalty: 723.943726
	Iteration 29Q: 3 clusters Score -141528.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -141530.125000 Penalty: 723.943726
	Iteration 30Q: 3 clusters Score -141530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -141532.828125 Penalty: 723.943726
	Iteration 31Q: 3 clusters Score -141532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -141535.500000 Penalty: 723.943726
	Iteration 32Q: 3 clusters Score -141535.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -141536.265625 Penalty: 723.943726
	Iteration 33Q: 3 clusters Score -141536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -141536.453125 Penalty: 723.943726
	Iteration 34Q: 3 clusters Score -141536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -141536.390625 Penalty: 723.943726
	Iteration 35Q: 3 clusters Score -141536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -141536.390625 Penalty: 723.943726
	Iteration 36F: 3 clusters Score -141536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -141108.734375 Penalty: 366.639496
	Iteration 0F: 2 clusters Score -141108.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -138911.015625 Penalty: 733.278992
	Iteration 0F: 3 clusters Score -138911 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -139765.562500 Penalty: 733.278992
	Iteration 1F: 3 clusters Score -139765.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -139948.515625 Penalty: 733.278992
	Iteration 2F: 3 clusters Score -139948.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -140110.640625 Penalty: 733.278992
	Iteration 3F: 3 clusters Score -140110.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -140269.500000 Penalty: 733.278992
	Iteration 4F: 3 clusters Score -140269.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -140402.109375 Penalty: 733.278992
	Iteration 5F: 3 clusters Score -140402.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -140545.562500 Penalty: 733.278992
	Iteration 6Q: 3 clusters Score -140545.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -140684.437500 Penalty: 733.278992
	Iteration 7Q: 3 clusters Score -140684.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -140809.343750 Penalty: 733.278992
	Iteration 8Q: 3 clusters Score -140809.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -140893.484375 Penalty: 733.278992
	Iteration 9Q: 3 clusters Score -140893.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -140930.328125 Penalty: 733.278992
	Iteration 10Q: 3 clusters Score -140930.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -140947.718750 Penalty: 733.278992
	Iteration 11Q: 3 clusters Score -140947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -140964.390625 Penalty: 733.278992
	Iteration 12Q: 3 clusters Score -140964.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -140983.187500 Penalty: 733.278992
	Iteration 13Q: 3 clusters Score -140983.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -140990.968750 Penalty: 733.278992
	Iteration 14Q: 3 clusters Score -140991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -141000.015625 Penalty: 733.278992
	Iteration 15Q: 3 clusters Score -141000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -141005.656250 Penalty: 733.278992
	Iteration 16Q: 3 clusters Score -141005.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -141007.296875 Penalty: 733.278992
	Iteration 17Q: 3 clusters Score -141007.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -141008.921875 Penalty: 733.278992
	Iteration 18Q: 3 clusters Score -141008.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -141010.781250 Penalty: 733.278992
	Iteration 19Q: 3 clusters Score -141010.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -141012.328125 Penalty: 733.278992
	Iteration 20F: 3 clusters Score -141012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -141014.875000 Penalty: 733.278992
	Iteration 21Q: 3 clusters Score -141014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -141018.046875 Penalty: 733.278992
	Iteration 22Q: 3 clusters Score -141018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -141021.359375 Penalty: 733.278992
	Iteration 23Q: 3 clusters Score -141021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -141023.562500 Penalty: 733.278992
	Iteration 24Q: 3 clusters Score -141023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -141024.171875 Penalty: 733.278992
	Iteration 25Q: 3 clusters Score -141024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -141024.781250 Penalty: 733.278992
	Iteration 26Q: 3 clusters Score -141024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -141024.859375 Penalty: 733.278992
	Iteration 27Q: 3 clusters Score -141024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -141025.265625 Penalty: 733.278992
	Iteration 28Q: 3 clusters Score -141025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -141025.187500 Penalty: 733.278992
	Iteration 29Q: 3 clusters Score -141025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -141025.187500 Penalty: 733.278992
	Iteration 30F: 3 clusters Score -141025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -95755.335938 Penalty: 350.916199
	Iteration 0F: 2 clusters Score -95755.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -94176.046875 Penalty: 701.832397
	Iteration 0F: 3 clusters Score -94176.05 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -94814.046875 Penalty: 701.832397
	Iteration 1F: 3 clusters Score -94814.05 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -94934.289062 Penalty: 701.832397
	Iteration 2F: 3 clusters Score -94934.29 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -94998.687500 Penalty: 701.832397
	Iteration 3F: 3 clusters Score -94998.69 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -95047.281250 Penalty: 701.832397
	Iteration 4Q: 3 clusters Score -95047.28 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95095.992188 Penalty: 701.832397
	Iteration 5Q: 3 clusters Score -95095.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -95140.820312 Penalty: 701.832397
	Iteration 6Q: 3 clusters Score -95140.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -95175.218750 Penalty: 701.832397
	Iteration 7Q: 3 clusters Score -95175.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -95213.257812 Penalty: 701.832397
	Iteration 8Q: 3 clusters Score -95213.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -95256.640625 Penalty: 701.832397
	Iteration 9Q: 3 clusters Score -95256.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95290.203125 Penalty: 701.832397
	Iteration 10Q: 3 clusters Score -95290.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -95330.781250 Penalty: 701.832397
	Iteration 11Q: 3 clusters Score -95330.78 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95364.468750 Penalty: 701.832397
	Iteration 12Q: 3 clusters Score -95364.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95398.531250 Penalty: 701.832397
	Iteration 13Q: 3 clusters Score -95398.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95417.890625 Penalty: 701.832397
	Iteration 14Q: 3 clusters Score -95417.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95431.664062 Penalty: 701.832397
	Iteration 15Q: 3 clusters Score -95431.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95446.250000 Penalty: 701.832397
	Iteration 16Q: 3 clusters Score -95446.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95460.281250 Penalty: 701.832397
	Iteration 17Q: 3 clusters Score -95460.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95472.804688 Penalty: 701.832397
	Iteration 18Q: 3 clusters Score -95472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95482.078125 Penalty: 701.832397
	Iteration 19Q: 3 clusters Score -95482.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95486.039062 Penalty: 701.832397
	Iteration 20F: 3 clusters Score -95486.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -95489.343750 Penalty: 701.832397
	Iteration 21Q: 3 clusters Score -95489.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95491.039062 Penalty: 701.832397
	Iteration 22Q: 3 clusters Score -95491.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95492.273438 Penalty: 701.832397
	Iteration 23Q: 3 clusters Score -95492.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95493.867188 Penalty: 701.832397
	Iteration 24Q: 3 clusters Score -95493.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95495.960938 Penalty: 701.832397
	Iteration 25Q: 3 clusters Score -95495.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95497.453125 Penalty: 701.832397
	Iteration 26Q: 3 clusters Score -95497.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95501.320312 Penalty: 701.832397
	Iteration 27Q: 3 clusters Score -95501.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95502.914062 Penalty: 701.832397
	Iteration 28Q: 3 clusters Score -95502.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95505.039062 Penalty: 701.832397
	Iteration 29Q: 3 clusters Score -95505.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95507.585938 Penalty: 701.832397
	Iteration 30Q: 3 clusters Score -95507.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95509.929688 Penalty: 701.832397
	Iteration 31Q: 3 clusters Score -95509.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95511.460938 Penalty: 701.832397
	Iteration 32Q: 3 clusters Score -95511.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95512.015625 Penalty: 701.832397
	Iteration 33Q: 3 clusters Score -95512.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95512.015625 Penalty: 701.832397
	Iteration 34F: 3 clusters Score -95512.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -34993.550781 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -34993.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34292.886719 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -34292.89 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34580.046875 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -34580.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -34669.343750 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -34669.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34859.046875 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -34859.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -34963.871094 Penalty: 617.076233
	Iteration 4F: 3 clusters Score -34963.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -35027.128906 Penalty: 617.076233
	Iteration 5F: 3 clusters Score -35027.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -35115.386719 Penalty: 617.076233
	Iteration 6F: 3 clusters Score -35115.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -35167.476562 Penalty: 617.076233
	Iteration 7Q: 3 clusters Score -35167.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35185.718750 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -35185.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35194.210938 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -35194.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -35196.542969 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -35196.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -35197.792969 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -35197.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35198.628906 Penalty: 617.076233
	Iteration 12Q: 3 clusters Score -35198.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -35198.628906 Penalty: 617.076233
	Iteration 13F: 3 clusters Score -35198.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 68 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
Score: -23235896.000000 Penalty: 15571.006836
Splitting cluster 7 changes total score from -23235956.000000 to -23235896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -76049.539062 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -76049.54 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 759 members 
Entering Unmasked Estep 
Score: -74893.101562 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -74893.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -75212.023438 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -75212.02 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -75259.984375 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -75259.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75302.476562 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -75302.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75336.054688 Penalty: 667.305115
	Iteration 4Q: 3 clusters Score -75336.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75365.500000 Penalty: 667.305115
	Iteration 5Q: 3 clusters Score -75365.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -75387.187500 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -75387.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -75404.750000 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -75404.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -75419.679688 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -75419.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75429.554688 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -75429.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -75441.007812 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -75441.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75465.164062 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -75465.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75502.460938 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -75502.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75546.773438 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -75546.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75605.226562 Penalty: 667.305115
	Iteration 14Q: 3 clusters Score -75605.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75654.406250 Penalty: 667.305115
	Iteration 15Q: 3 clusters Score -75654.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75687.851562 Penalty: 667.305115
	Iteration 16Q: 3 clusters Score -75687.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75717.273438 Penalty: 667.305115
	Iteration 17Q: 3 clusters Score -75717.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75734.312500 Penalty: 667.305115
	Iteration 18Q: 3 clusters Score -75734.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75743.867188 Penalty: 667.305115
	Iteration 19Q: 3 clusters Score -75743.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75755.414062 Penalty: 667.305115
	Iteration 20F: 3 clusters Score -75755.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75764.171875 Penalty: 667.305115
	Iteration 21Q: 3 clusters Score -75764.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75773.023438 Penalty: 667.305115
	Iteration 22Q: 3 clusters Score -75773.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75780.140625 Penalty: 667.305115
	Iteration 23Q: 3 clusters Score -75780.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75783.937500 Penalty: 667.305115
	Iteration 24Q: 3 clusters Score -75783.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75786.734375 Penalty: 667.305115
	Iteration 25Q: 3 clusters Score -75786.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75787.617188 Penalty: 667.305115
	Iteration 26Q: 3 clusters Score -75787.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75788.937500 Penalty: 667.305115
	Iteration 27Q: 3 clusters Score -75788.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75791.109375 Penalty: 667.305115
	Iteration 28Q: 3 clusters Score -75791.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75793.789062 Penalty: 667.305115
	Iteration 29Q: 3 clusters Score -75793.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75797.953125 Penalty: 667.305115
	Iteration 30Q: 3 clusters Score -75797.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75803.882812 Penalty: 667.305115
	Iteration 31Q: 3 clusters Score -75803.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75807.539062 Penalty: 667.305115
	Iteration 32Q: 3 clusters Score -75807.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75809.195312 Penalty: 667.305115
	Iteration 33Q: 3 clusters Score -75809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75810.804688 Penalty: 667.305115
	Iteration 34Q: 3 clusters Score -75810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75811.507812 Penalty: 667.305115
	Iteration 35Q: 3 clusters Score -75811.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75811.976562 Penalty: 667.305115
	Iteration 36Q: 3 clusters Score -75811.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75811.976562 Penalty: 667.305115
	Iteration 37F: 3 clusters Score -75811.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -37771.898438 Penalty: 310.061707
	Iteration 0F: 2 clusters Score -37771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37002.527344 Penalty: 620.123413
	Iteration 0F: 3 clusters Score -37002.53 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37386.812500 Penalty: 620.123413
	Iteration 1F: 3 clusters Score -37386.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37501.574219 Penalty: 620.123413
	Iteration 2F: 3 clusters Score -37501.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37576.398438 Penalty: 620.123413
	Iteration 3F: 3 clusters Score -37576.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37616.789062 Penalty: 620.123413
	Iteration 4F: 3 clusters Score -37616.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37630.144531 Penalty: 620.123413
	Iteration 5Q: 3 clusters Score -37630.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37637.648438 Penalty: 620.123413
	Iteration 6Q: 3 clusters Score -37637.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37641.984375 Penalty: 620.123413
	Iteration 7Q: 3 clusters Score -37641.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37643.437500 Penalty: 620.123413
	Iteration 8Q: 3 clusters Score -37643.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37643.437500 Penalty: 620.123413
	Iteration 9F: 3 clusters Score -37643.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -5528.853027 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -5528.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5293.666504 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5293.667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5335.607422 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -5335.607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5350.107422 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -5350.107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5353.473633 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -5353.474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5356.795898 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -5356.796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5360.977051 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -5360.977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5370.239746 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -5370.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5374.042969 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -5374.043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5374.406738 Penalty: 446.380005
	Iteration 8Q: 3 clusters Score -5374.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5374.406738 Penalty: 446.380005
	Iteration 9F: 3 clusters Score -5374.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -9150.070312 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -9150.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8859.297852 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -8859.298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8916.654297 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -8916.654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8932.375000 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -8932.375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8939.824219 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -8939.824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8943.137695 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -8943.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8945.350586 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -8945.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8946.441406 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -8946.441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8946.441406 Penalty: 484.393921
	Iteration 7F: 3 clusters Score -8946.441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -121631.265625 Penalty: 355.149109
	Iteration 0F: 2 clusters Score -121631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -119914.484375 Penalty: 710.298218
	Iteration 0F: 3 clusters Score -119914.5 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -120427.570312 Penalty: 710.298218
	Iteration 1F: 3 clusters Score -120427.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -120500.070312 Penalty: 710.298218
	Iteration 2F: 3 clusters Score -120500.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -120581.546875 Penalty: 710.298218
	Iteration 3F: 3 clusters Score -120581.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -120689.992188 Penalty: 710.298218
	Iteration 4F: 3 clusters Score -120690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -120798.796875 Penalty: 710.298218
	Iteration 5F: 3 clusters Score -120798.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -120949.382812 Penalty: 710.298218
	Iteration 6F: 3 clusters Score -120949.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -121082.085938 Penalty: 710.298218
	Iteration 7F: 3 clusters Score -121082.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -121174.265625 Penalty: 710.298218
	Iteration 8Q: 3 clusters Score -121174.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -121220.023438 Penalty: 710.298218
	Iteration 9Q: 3 clusters Score -121220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -121261.726562 Penalty: 710.298218
	Iteration 10Q: 3 clusters Score -121261.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -121289.945312 Penalty: 710.298218
	Iteration 11Q: 3 clusters Score -121289.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -121314.921875 Penalty: 710.298218
	Iteration 12Q: 3 clusters Score -121314.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -121332.890625 Penalty: 710.298218
	Iteration 13Q: 3 clusters Score -121332.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -121339.218750 Penalty: 710.298218
	Iteration 14Q: 3 clusters Score -121339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -121342.062500 Penalty: 710.298218
	Iteration 15Q: 3 clusters Score -121342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -121349.242188 Penalty: 710.298218
	Iteration 16Q: 3 clusters Score -121349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -121360.414062 Penalty: 710.298218
	Iteration 17Q: 3 clusters Score -121360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -121364.460938 Penalty: 710.298218
	Iteration 18Q: 3 clusters Score -121364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -121369.148438 Penalty: 710.298218
	Iteration 19Q: 3 clusters Score -121369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -121371.796875 Penalty: 710.298218
	Iteration 20F: 3 clusters Score -121371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -121377.914062 Penalty: 710.298218
	Iteration 21Q: 3 clusters Score -121377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -121383.093750 Penalty: 710.298218
	Iteration 22Q: 3 clusters Score -121383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -121387.070312 Penalty: 710.298218
	Iteration 23Q: 3 clusters Score -121387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -121388.765625 Penalty: 710.298218
	Iteration 24Q: 3 clusters Score -121388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -121390.101562 Penalty: 710.298218
	Iteration 25Q: 3 clusters Score -121390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -121390.601562 Penalty: 710.298218
	Iteration 26Q: 3 clusters Score -121390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -121390.601562 Penalty: 710.298218
	Iteration 27F: 3 clusters Score -121390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Entering Unmasked Estep 
Score: -187591.609375 Penalty: 381.007233
	Iteration 0F: 2 clusters Score -187591.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -184682.921875 Penalty: 762.014465
	Iteration 0F: 3 clusters Score -184682.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -185753.750000 Penalty: 762.014465
	Iteration 1F: 3 clusters Score -185753.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -185836.578125 Penalty: 762.014465
	Iteration 2F: 3 clusters Score -185836.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -185916.312500 Penalty: 762.014465
	Iteration 3Q: 3 clusters Score -185916.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -186002.046875 Penalty: 762.014465
	Iteration 4Q: 3 clusters Score -186002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -186116.656250 Penalty: 762.014465
	Iteration 5Q: 3 clusters Score -186116.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -186289.281250 Penalty: 762.014465
	Iteration 6Q: 3 clusters Score -186289.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -186457.250000 Penalty: 762.014465
	Iteration 7F: 3 clusters Score -186457.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -186577.250000 Penalty: 762.014465
	Iteration 8Q: 3 clusters Score -186577.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -186660.984375 Penalty: 762.014465
	Iteration 9Q: 3 clusters Score -186661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -186717.953125 Penalty: 762.014465
	Iteration 10Q: 3 clusters Score -186718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -186759.796875 Penalty: 762.014465
	Iteration 11Q: 3 clusters Score -186759.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -186793.093750 Penalty: 762.014465
	Iteration 12Q: 3 clusters Score -186793.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -186829.312500 Penalty: 762.014465
	Iteration 13Q: 3 clusters Score -186829.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -186857.437500 Penalty: 762.014465
	Iteration 14Q: 3 clusters Score -186857.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -186883.765625 Penalty: 762.014465
	Iteration 15Q: 3 clusters Score -186883.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186898.578125 Penalty: 762.014465
	Iteration 16Q: 3 clusters Score -186898.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -186915.546875 Penalty: 762.014465
	Iteration 17Q: 3 clusters Score -186915.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -186934.890625 Penalty: 762.014465
	Iteration 18Q: 3 clusters Score -186934.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -186952.203125 Penalty: 762.014465
	Iteration 19Q: 3 clusters Score -186952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -186964.375000 Penalty: 762.014465
	Iteration 20F: 3 clusters Score -186964.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -186971.171875 Penalty: 762.014465
	Iteration 21Q: 3 clusters Score -186971.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -186976.625000 Penalty: 762.014465
	Iteration 22Q: 3 clusters Score -186976.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186980.281250 Penalty: 762.014465
	Iteration 23Q: 3 clusters Score -186980.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186982.765625 Penalty: 762.014465
	Iteration 24Q: 3 clusters Score -186982.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186986.359375 Penalty: 762.014465
	Iteration 25Q: 3 clusters Score -186986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186992.109375 Penalty: 762.014465
	Iteration 26Q: 3 clusters Score -186992.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186997.671875 Penalty: 762.014465
	Iteration 27Q: 3 clusters Score -186997.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -187005.359375 Penalty: 762.014465
	Iteration 28Q: 3 clusters Score -187005.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -187015.453125 Penalty: 762.014465
	Iteration 29Q: 3 clusters Score -187015.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187024.546875 Penalty: 762.014465
	Iteration 30Q: 3 clusters Score -187024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187037.140625 Penalty: 762.014465
	Iteration 31Q: 3 clusters Score -187037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187046.687500 Penalty: 762.014465
	Iteration 32Q: 3 clusters Score -187046.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187052.093750 Penalty: 762.014465
	Iteration 33Q: 3 clusters Score -187052.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -187057.046875 Penalty: 762.014465
	Iteration 34Q: 3 clusters Score -187057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187068.046875 Penalty: 762.014465
	Iteration 35Q: 3 clusters Score -187068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -187075.328125 Penalty: 762.014465
	Iteration 36Q: 3 clusters Score -187075.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187082.656250 Penalty: 762.014465
	Iteration 37Q: 3 clusters Score -187082.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187086.609375 Penalty: 762.014465
	Iteration 38Q: 3 clusters Score -187086.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187090.718750 Penalty: 762.014465
	Iteration 39Q: 3 clusters Score -187090.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -187096.765625 Penalty: 762.014465
	Iteration 40F: 3 clusters Score -187096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -187103.375000 Penalty: 762.014465
	Iteration 41Q: 3 clusters Score -187103.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -187110.828125 Penalty: 762.014465
	Iteration 42Q: 3 clusters Score -187110.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -187118.234375 Penalty: 762.014465
	Iteration 43Q: 3 clusters Score -187118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -187125.515625 Penalty: 762.014465
	Iteration 44Q: 3 clusters Score -187125.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -187134.359375 Penalty: 762.014465
	Iteration 45Q: 3 clusters Score -187134.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -187144.140625 Penalty: 762.014465
	Iteration 46Q: 3 clusters Score -187144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -187153.218750 Penalty: 762.014465
	Iteration 47Q: 3 clusters Score -187153.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -187160.015625 Penalty: 762.014465
	Iteration 48Q: 3 clusters Score -187160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -187165.562500 Penalty: 762.014465
	Iteration 49Q: 3 clusters Score -187165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -187170.875000 Penalty: 762.014465
	Iteration 50Q: 3 clusters Score -187170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -187177.531250 Penalty: 762.014465
	Iteration 51Q: 3 clusters Score -187177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -187183.437500 Penalty: 762.014465
	Iteration 52Q: 3 clusters Score -187183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -187194.578125 Penalty: 762.014465
	Iteration 53Q: 3 clusters Score -187194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -187204.843750 Penalty: 762.014465
	Iteration 54Q: 3 clusters Score -187204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -187212.312500 Penalty: 762.014465
	Iteration 55Q: 3 clusters Score -187212.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -187217.406250 Penalty: 762.014465
	Iteration 56Q: 3 clusters Score -187217.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -187222.781250 Penalty: 762.014465
	Iteration 57Q: 3 clusters Score -187222.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -187229.312500 Penalty: 762.014465
	Iteration 58Q: 3 clusters Score -187229.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -187235.453125 Penalty: 762.014465
	Iteration 59Q: 3 clusters Score -187235.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -187239.265625 Penalty: 762.014465
	Iteration 60F: 3 clusters Score -187239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -187243.562500 Penalty: 762.014465
	Iteration 61Q: 3 clusters Score -187243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -187245.250000 Penalty: 762.014465
	Iteration 62Q: 3 clusters Score -187245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -187247.187500 Penalty: 762.014465
	Iteration 63Q: 3 clusters Score -187247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -187249.968750 Penalty: 762.014465
	Iteration 64Q: 3 clusters Score -187250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -187251.937500 Penalty: 762.014465
	Iteration 65Q: 3 clusters Score -187251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -187253.218750 Penalty: 762.014465
	Iteration 66Q: 3 clusters Score -187253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -187254.531250 Penalty: 762.014465
	Iteration 67Q: 3 clusters Score -187254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -187255.187500 Penalty: 762.014465
	Iteration 68Q: 3 clusters Score -187255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -187255.312500 Penalty: 762.014465
	Iteration 69Q: 3 clusters Score -187255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -187255.890625 Penalty: 762.014465
	Iteration 70Q: 3 clusters Score -187255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -187255.890625 Penalty: 762.014465
	Iteration 71F: 3 clusters Score -187255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Entering Unmasked Estep 
Score: -7502191.500000 Penalty: 545.821350
	Iteration 0F: 2 clusters Score -7502192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -7395429.500000 Penalty: 1091.642700
	Iteration 0F: 3 clusters Score -7395430 nChanged 79684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -7443876.000000 Penalty: 1091.642700
	Iteration 1F: 3 clusters Score -7443876 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -7445821.500000 Penalty: 1091.642700
	Iteration 2Q: 3 clusters Score -7445822 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -7448250.500000 Penalty: 1091.642700
	Iteration 3Q: 3 clusters Score -7448250 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -7451787.500000 Penalty: 1091.642700
	Iteration 4Q: 3 clusters Score -7451788 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -7456825.000000 Penalty: 1091.642700
	Iteration 5F: 3 clusters Score -7456825 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -7463761.000000 Penalty: 1091.642700
	Iteration 6F: 3 clusters Score -7463761 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102399 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -7471012.000000 Penalty: 1091.642700
	Iteration 7F: 3 clusters Score -7471012 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -7476466.500000 Penalty: 1091.642700
	Iteration 8F: 3 clusters Score -7476466 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -7479546.500000 Penalty: 1091.642700
	Iteration 9Q: 3 clusters Score -7479546 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -7481256.000000 Penalty: 1091.642700
	Iteration 10Q: 3 clusters Score -7481256 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116783 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -7482472.000000 Penalty: 1091.642700
	Iteration 11Q: 3 clusters Score -7482472 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -7483614.500000 Penalty: 1091.642700
	Iteration 12Q: 3 clusters Score -7483614 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7484654.500000 Penalty: 1091.642700
	Iteration 13Q: 3 clusters Score -7484654 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -7485736.000000 Penalty: 1091.642700
	Iteration 14Q: 3 clusters Score -7485736 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -7487052.000000 Penalty: 1091.642700
	Iteration 15Q: 3 clusters Score -7487052 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -7488450.500000 Penalty: 1091.642700
	Iteration 16Q: 3 clusters Score -7488450 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -7490037.500000 Penalty: 1091.642700
	Iteration 17Q: 3 clusters Score -7490038 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -7491511.500000 Penalty: 1091.642700
	Iteration 18Q: 3 clusters Score -7491512 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -7492864.000000 Penalty: 1091.642700
	Iteration 19Q: 3 clusters Score -7492864 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144864 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -7494178.500000 Penalty: 1091.642700
	Iteration 20F: 3 clusters Score -7494178 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -7495436.000000 Penalty: 1091.642700
	Iteration 21Q: 3 clusters Score -7495436 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149674 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -7496528.000000 Penalty: 1091.642700
	Iteration 22Q: 3 clusters Score -7496528 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -7497517.000000 Penalty: 1091.642700
	Iteration 23Q: 3 clusters Score -7497517 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -7498267.500000 Penalty: 1091.642700
	Iteration 24Q: 3 clusters Score -7498268 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -7499020.000000 Penalty: 1091.642700
	Iteration 25Q: 3 clusters Score -7499020 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7499583.000000 Penalty: 1091.642700
	Iteration 26Q: 3 clusters Score -7499583 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7500091.500000 Penalty: 1091.642700
	Iteration 27Q: 3 clusters Score -7500092 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158267 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7500487.000000 Penalty: 1091.642700
	Iteration 28Q: 3 clusters Score -7500487 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7500759.000000 Penalty: 1091.642700
	Iteration 29Q: 3 clusters Score -7500759 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159539 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7500996.000000 Penalty: 1091.642700
	Iteration 30Q: 3 clusters Score -7500996 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7501173.500000 Penalty: 1091.642700
	Iteration 31Q: 3 clusters Score -7501174 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7501296.000000 Penalty: 1091.642700
	Iteration 32Q: 3 clusters Score -7501296 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7501397.500000 Penalty: 1091.642700
	Iteration 33Q: 3 clusters Score -7501398 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160808 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7501453.500000 Penalty: 1091.642700
	Iteration 34Q: 3 clusters Score -7501454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7501518.500000 Penalty: 1091.642700
	Iteration 35Q: 3 clusters Score -7501518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7501552.500000 Penalty: 1091.642700
	Iteration 36Q: 3 clusters Score -7501552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161217 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7501583.500000 Penalty: 1091.642700
	Iteration 37Q: 3 clusters Score -7501584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7501615.000000 Penalty: 1091.642700
	Iteration 38Q: 3 clusters Score -7501615 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7501661.000000 Penalty: 1091.642700
	Iteration 39Q: 3 clusters Score -7501661 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7501684.500000 Penalty: 1091.642700
	Iteration 40F: 3 clusters Score -7501684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7501700.500000 Penalty: 1091.642700
	Iteration 41Q: 3 clusters Score -7501700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7501724.000000 Penalty: 1091.642700
	Iteration 42Q: 3 clusters Score -7501724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161583 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7501747.000000 Penalty: 1091.642700
	Iteration 43Q: 3 clusters Score -7501747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161620 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7501768.000000 Penalty: 1091.642700
	Iteration 44Q: 3 clusters Score -7501768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7501770.000000 Penalty: 1091.642700
	Iteration 45Q: 3 clusters Score -7501770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7501787.500000 Penalty: 1091.642700
	Iteration 46Q: 3 clusters Score -7501788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7501798.500000 Penalty: 1091.642700
	Iteration 47Q: 3 clusters Score -7501798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7501809.500000 Penalty: 1091.642700
	Iteration 48Q: 3 clusters Score -7501810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7501817.500000 Penalty: 1091.642700
	Iteration 49Q: 3 clusters Score -7501818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7501817.000000 Penalty: 1091.642700
	Iteration 50Q: 3 clusters Score -7501817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161742 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7501821.500000 Penalty: 1091.642700
	Iteration 51Q: 3 clusters Score -7501822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7501829.000000 Penalty: 1091.642700
	Iteration 52Q: 3 clusters Score -7501829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7501822.500000 Penalty: 1091.642700
	Iteration 53Q: 3 clusters Score -7501822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7501827.500000 Penalty: 1091.642700
	Iteration 54Q: 3 clusters Score -7501828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7501832.000000 Penalty: 1091.642700
	Iteration 55Q: 3 clusters Score -7501832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7501828.500000 Penalty: 1091.642700
	Iteration 56Q: 3 clusters Score -7501828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7501831.000000 Penalty: 1091.642700
	Iteration 57Q: 3 clusters Score -7501831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161759 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7501831.500000 Penalty: 1091.642700
	Iteration 58Q: 3 clusters Score -7501832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7501830.000000 Penalty: 1091.642700
	Iteration 59Q: 3 clusters Score -7501830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161766 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7501832.000000 Penalty: 1091.642700
	Iteration 60F: 3 clusters Score -7501832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7501840.500000 Penalty: 1091.642700
	Iteration 61Q: 3 clusters Score -7501840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7501840.000000 Penalty: 1091.642700
	Iteration 62Q: 3 clusters Score -7501840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7501838.000000 Penalty: 1091.642700
	Iteration 63Q: 3 clusters Score -7501838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7501839.500000 Penalty: 1091.642700
	Iteration 64Q: 3 clusters Score -7501840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7501838.000000 Penalty: 1091.642700
	Iteration 65Q: 3 clusters Score -7501838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161776 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7501836.000000 Penalty: 1091.642700
	Iteration 66Q: 3 clusters Score -7501836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7501835.000000 Penalty: 1091.642700
	Iteration 67Q: 3 clusters Score -7501835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7501835.000000 Penalty: 1091.642700
	Iteration 68Q: 3 clusters Score -7501835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7501836.000000 Penalty: 1091.642700
	Iteration 69Q: 3 clusters Score -7501836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7501841.000000 Penalty: 1091.642700
	Iteration 70Q: 3 clusters Score -7501841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7501840.000000 Penalty: 1091.642700
	Iteration 71Q: 3 clusters Score -7501840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161787 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7501840.000000 Penalty: 1091.642700
	Iteration 72Q: 3 clusters Score -7501840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7501837.500000 Penalty: 1091.642700
	Iteration 73Q: 3 clusters Score -7501838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7501840.000000 Penalty: 1091.642700
	Iteration 74Q: 3 clusters Score -7501840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7501843.000000 Penalty: 1091.642700
	Iteration 75Q: 3 clusters Score -7501843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7501845.000000 Penalty: 1091.642700
	Iteration 76Q: 3 clusters Score -7501845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7501847.000000 Penalty: 1091.642700
	Iteration 77Q: 3 clusters Score -7501847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161805 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7501850.500000 Penalty: 1091.642700
	Iteration 78Q: 3 clusters Score -7501850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7501845.500000 Penalty: 1091.642700
	Iteration 79Q: 3 clusters Score -7501846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7501850.500000 Penalty: 1091.642700
	Iteration 80F: 3 clusters Score -7501850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7501850.500000 Penalty: 1091.642700
	Iteration 81Q: 3 clusters Score -7501850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7501844.000000 Penalty: 1091.642700
	Iteration 82Q: 3 clusters Score -7501844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7501846.000000 Penalty: 1091.642700
	Iteration 83Q: 3 clusters Score -7501846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7501844.500000 Penalty: 1091.642700
	Iteration 84Q: 3 clusters Score -7501844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7501844.500000 Penalty: 1091.642700
	Iteration 85F: 3 clusters Score -7501844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -94532.539062 Penalty: 343.674530
	Iteration 0F: 2 clusters Score -94532.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -93126.476562 Penalty: 687.349060
	Iteration 0F: 3 clusters Score -93126.48 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -93587.109375 Penalty: 687.349060
	Iteration 1F: 3 clusters Score -93587.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -93659.117188 Penalty: 687.349060
	Iteration 2F: 3 clusters Score -93659.12 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -93719.546875 Penalty: 687.349060
	Iteration 3F: 3 clusters Score -93719.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93787.500000 Penalty: 687.349060
	Iteration 4Q: 3 clusters Score -93787.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93860.593750 Penalty: 687.349060
	Iteration 5Q: 3 clusters Score -93860.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93903.882812 Penalty: 687.349060
	Iteration 6Q: 3 clusters Score -93903.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93945.156250 Penalty: 687.349060
	Iteration 7Q: 3 clusters Score -93945.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -93992.085938 Penalty: 687.349060
	Iteration 8Q: 3 clusters Score -93992.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94027.156250 Penalty: 687.349060
	Iteration 9Q: 3 clusters Score -94027.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94055.914062 Penalty: 687.349060
	Iteration 10Q: 3 clusters Score -94055.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94070.398438 Penalty: 687.349060
	Iteration 11Q: 3 clusters Score -94070.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94082.023438 Penalty: 687.349060
	Iteration 12Q: 3 clusters Score -94082.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94090.710938 Penalty: 687.349060
	Iteration 13Q: 3 clusters Score -94090.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94098.812500 Penalty: 687.349060
	Iteration 14Q: 3 clusters Score -94098.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94109.937500 Penalty: 687.349060
	Iteration 15Q: 3 clusters Score -94109.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -94128.250000 Penalty: 687.349060
	Iteration 16Q: 3 clusters Score -94128.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -94145.890625 Penalty: 687.349060
	Iteration 17Q: 3 clusters Score -94145.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94163.734375 Penalty: 687.349060
	Iteration 18Q: 3 clusters Score -94163.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94177.515625 Penalty: 687.349060
	Iteration 19Q: 3 clusters Score -94177.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94185.078125 Penalty: 687.349060
	Iteration 20F: 3 clusters Score -94185.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -94191.062500 Penalty: 687.349060
	Iteration 21Q: 3 clusters Score -94191.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -94197.914062 Penalty: 687.349060
	Iteration 22Q: 3 clusters Score -94197.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -94199.945312 Penalty: 687.349060
	Iteration 23Q: 3 clusters Score -94199.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94200.632812 Penalty: 687.349060
	Iteration 24Q: 3 clusters Score -94200.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -94202.085938 Penalty: 687.349060
	Iteration 25Q: 3 clusters Score -94202.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -94203.601562 Penalty: 687.349060
	Iteration 26Q: 3 clusters Score -94203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -94205.625000 Penalty: 687.349060
	Iteration 27Q: 3 clusters Score -94205.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -94207.398438 Penalty: 687.349060
	Iteration 28Q: 3 clusters Score -94207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -94208.843750 Penalty: 687.349060
	Iteration 29Q: 3 clusters Score -94208.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94210.421875 Penalty: 687.349060
	Iteration 30Q: 3 clusters Score -94210.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -94213.640625 Penalty: 687.349060
	Iteration 31Q: 3 clusters Score -94213.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -94215.250000 Penalty: 687.349060
	Iteration 32Q: 3 clusters Score -94215.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -94215.250000 Penalty: 687.349060
	Iteration 33F: 3 clusters Score -94215.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Entering Unmasked Estep 
Score: -2081127.250000 Penalty: 489.610260
	Iteration 0F: 2 clusters Score -2081127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2049546.750000 Penalty: 979.220520
	Iteration 0F: 3 clusters Score -2049547 nChanged 22742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2062886.875000 Penalty: 979.220520
	Iteration 1F: 3 clusters Score -2062887 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2063258.875000 Penalty: 979.220520
	Iteration 2Q: 3 clusters Score -2063259 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2063722.750000 Penalty: 979.220520
	Iteration 3Q: 3 clusters Score -2063723 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2064384.125000 Penalty: 979.220520
	Iteration 4Q: 3 clusters Score -2064384 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2065405.875000 Penalty: 979.220520
	Iteration 5Q: 3 clusters Score -2065406 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2067063.500000 Penalty: 979.220520
	Iteration 6F: 3 clusters Score -2067064 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2069530.625000 Penalty: 979.220520
	Iteration 7F: 3 clusters Score -2069531 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2071998.125000 Penalty: 979.220520
	Iteration 8F: 3 clusters Score -2071998 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2073365.250000 Penalty: 979.220520
	Iteration 9Q: 3 clusters Score -2073365 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2074027.500000 Penalty: 979.220520
	Iteration 10Q: 3 clusters Score -2074028 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2074452.000000 Penalty: 979.220520
	Iteration 11Q: 3 clusters Score -2074452 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2074867.250000 Penalty: 979.220520
	Iteration 12Q: 3 clusters Score -2074867 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2075335.750000 Penalty: 979.220520
	Iteration 13Q: 3 clusters Score -2075336 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2075865.250000 Penalty: 979.220520
	Iteration 14Q: 3 clusters Score -2075865 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2076442.375000 Penalty: 979.220520
	Iteration 15Q: 3 clusters Score -2076442 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2077048.000000 Penalty: 979.220520
	Iteration 16Q: 3 clusters Score -2077048 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2077605.375000 Penalty: 979.220520
	Iteration 17Q: 3 clusters Score -2077605 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2078133.375000 Penalty: 979.220520
	Iteration 18Q: 3 clusters Score -2078133 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2078671.750000 Penalty: 979.220520
	Iteration 19Q: 3 clusters Score -2078672 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2079210.375000 Penalty: 979.220520
	Iteration 20F: 3 clusters Score -2079210 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2079637.750000 Penalty: 979.220520
	Iteration 21Q: 3 clusters Score -2079638 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2079941.625000 Penalty: 979.220520
	Iteration 22Q: 3 clusters Score -2079942 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2080193.000000 Penalty: 979.220520
	Iteration 23Q: 3 clusters Score -2080193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2080386.750000 Penalty: 979.220520
	Iteration 24Q: 3 clusters Score -2080387 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2080523.375000 Penalty: 979.220520
	Iteration 25Q: 3 clusters Score -2080523 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2080612.875000 Penalty: 979.220520
	Iteration 26Q: 3 clusters Score -2080613 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2080665.750000 Penalty: 979.220520
	Iteration 27Q: 3 clusters Score -2080666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2080702.875000 Penalty: 979.220520
	Iteration 28Q: 3 clusters Score -2080703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2080726.500000 Penalty: 979.220520
	Iteration 29Q: 3 clusters Score -2080726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2080751.375000 Penalty: 979.220520
	Iteration 30Q: 3 clusters Score -2080751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2080777.375000 Penalty: 979.220520
	Iteration 31Q: 3 clusters Score -2080777 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2080795.500000 Penalty: 979.220520
	Iteration 32Q: 3 clusters Score -2080796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2080805.500000 Penalty: 979.220520
	Iteration 33Q: 3 clusters Score -2080806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2080814.500000 Penalty: 979.220520
	Iteration 34Q: 3 clusters Score -2080814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2080820.875000 Penalty: 979.220520
	Iteration 35Q: 3 clusters Score -2080821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2080820.875000 Penalty: 979.220520
	Iteration 36Q: 3 clusters Score -2080821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2080829.000000 Penalty: 979.220520
	Iteration 37Q: 3 clusters Score -2080829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2080840.875000 Penalty: 979.220520
	Iteration 38Q: 3 clusters Score -2080841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2080851.125000 Penalty: 979.220520
	Iteration 39Q: 3 clusters Score -2080851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2080864.375000 Penalty: 979.220520
	Iteration 40F: 3 clusters Score -2080864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2080879.375000 Penalty: 979.220520
	Iteration 41Q: 3 clusters Score -2080879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2080889.750000 Penalty: 979.220520
	Iteration 42Q: 3 clusters Score -2080890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2080901.500000 Penalty: 979.220520
	Iteration 43Q: 3 clusters Score -2080902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2080906.625000 Penalty: 979.220520
	Iteration 44Q: 3 clusters Score -2080907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2080909.000000 Penalty: 979.220520
	Iteration 45Q: 3 clusters Score -2080909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2080911.375000 Penalty: 979.220520
	Iteration 46Q: 3 clusters Score -2080911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2080910.750000 Penalty: 979.220520
	Iteration 47Q: 3 clusters Score -2080911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2080910.750000 Penalty: 979.220520
	Iteration 48Q: 3 clusters Score -2080911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2080910.750000 Penalty: 979.220520
	Iteration 49F: 3 clusters Score -2080911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -26866.234375 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -26866.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26307.878906 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -26307.88 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26422.277344 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -26422.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26463.019531 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -26463.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26489.255859 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -26489.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26510.781250 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -26510.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26520.029297 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -26520.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26524.166016 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -26524.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26529.552734 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -26529.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26534.162109 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -26534.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26540.996094 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -26541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26548.966797 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -26548.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26556.488281 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -26556.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26565.347656 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -26565.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26570.361328 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -26570.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26572.052734 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -26572.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26572.052734 Penalty: 581.968811
	Iteration 15F: 3 clusters Score -26572.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -11147.637695 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -11147.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10807.454102 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -10807.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10919.815430 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -10919.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10972.126953 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -10972.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11021.250977 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -11021.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11059.963867 Penalty: 521.143127
	Iteration 4F: 3 clusters Score -11059.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11101.312500 Penalty: 521.143127
	Iteration 5F: 3 clusters Score -11101.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11126.636719 Penalty: 521.143127
	Iteration 6F: 3 clusters Score -11126.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11146.037109 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -11146.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11168.269531 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -11168.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11171.323242 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -11171.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11172.122070 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -11172.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11172.122070 Penalty: 521.143127
	Iteration 11F: 3 clusters Score -11172.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 111 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Mstep: Class 26 contains 196 members 
Entering Unmasked Estep 
Score: -23235626.000000 Penalty: 15571.006836
Splitting cluster 18 changes total score from -23235956.000000 to -23235626.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -257543.343750 Penalty: 393.748810
	Iteration 0F: 2 clusters Score -257543.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -253631.453125 Penalty: 787.497620
	Iteration 0F: 3 clusters Score -253631.5 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -255250.031250 Penalty: 787.497620
	Iteration 1F: 3 clusters Score -255250 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -255481.515625 Penalty: 787.497620
	Iteration 2F: 3 clusters Score -255481.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -255732.953125 Penalty: 787.497620
	Iteration 3F: 3 clusters Score -255733 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -255984.296875 Penalty: 787.497620
	Iteration 4F: 3 clusters Score -255984.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -256222.484375 Penalty: 787.497620
	Iteration 5F: 3 clusters Score -256222.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -256412.781250 Penalty: 787.497620
	Iteration 6F: 3 clusters Score -256412.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -256540.687500 Penalty: 787.497620
	Iteration 7Q: 3 clusters Score -256540.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -256624.343750 Penalty: 787.497620
	Iteration 8Q: 3 clusters Score -256624.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -256697.875000 Penalty: 787.497620
	Iteration 9Q: 3 clusters Score -256697.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -256764.296875 Penalty: 787.497620
	Iteration 10Q: 3 clusters Score -256764.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -256814.515625 Penalty: 787.497620
	Iteration 11Q: 3 clusters Score -256814.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256848.000000 Penalty: 787.497620
	Iteration 12Q: 3 clusters Score -256848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256870.640625 Penalty: 787.497620
	Iteration 13Q: 3 clusters Score -256870.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256890.875000 Penalty: 787.497620
	Iteration 14Q: 3 clusters Score -256890.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -256907.328125 Penalty: 787.497620
	Iteration 15Q: 3 clusters Score -256907.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -256920.953125 Penalty: 787.497620
	Iteration 16Q: 3 clusters Score -256921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -256934.078125 Penalty: 787.497620
	Iteration 17Q: 3 clusters Score -256934.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -256949.156250 Penalty: 787.497620
	Iteration 18Q: 3 clusters Score -256949.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -256962.406250 Penalty: 787.497620
	Iteration 19Q: 3 clusters Score -256962.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -256971.312500 Penalty: 787.497620
	Iteration 20F: 3 clusters Score -256971.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -256979.250000 Penalty: 787.497620
	Iteration 21Q: 3 clusters Score -256979.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -256987.562500 Penalty: 787.497620
	Iteration 22Q: 3 clusters Score -256987.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -256992.234375 Penalty: 787.497620
	Iteration 23Q: 3 clusters Score -256992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -256993.562500 Penalty: 787.497620
	Iteration 24Q: 3 clusters Score -256993.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -256996.187500 Penalty: 787.497620
	Iteration 25Q: 3 clusters Score -256996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -256997.687500 Penalty: 787.497620
	Iteration 26Q: 3 clusters Score -256997.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -257001.531250 Penalty: 787.497620
	Iteration 27Q: 3 clusters Score -257001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -257005.984375 Penalty: 787.497620
	Iteration 28Q: 3 clusters Score -257006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -257015.875000 Penalty: 787.497620
	Iteration 29Q: 3 clusters Score -257015.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -257029.593750 Penalty: 787.497620
	Iteration 30Q: 3 clusters Score -257029.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -257043.062500 Penalty: 787.497620
	Iteration 31Q: 3 clusters Score -257043.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -257057.937500 Penalty: 787.497620
	Iteration 32Q: 3 clusters Score -257057.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -257075.750000 Penalty: 787.497620
	Iteration 33Q: 3 clusters Score -257075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -257095.656250 Penalty: 787.497620
	Iteration 34Q: 3 clusters Score -257095.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -257112.062500 Penalty: 787.497620
	Iteration 35Q: 3 clusters Score -257112.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -257134.437500 Penalty: 787.497620
	Iteration 36Q: 3 clusters Score -257134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -257149.343750 Penalty: 787.497620
	Iteration 37Q: 3 clusters Score -257149.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -257156.546875 Penalty: 787.497620
	Iteration 38Q: 3 clusters Score -257156.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -257165.625000 Penalty: 787.497620
	Iteration 39Q: 3 clusters Score -257165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -257172.625000 Penalty: 787.497620
	Iteration 40F: 3 clusters Score -257172.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -257182.906250 Penalty: 787.497620
	Iteration 41Q: 3 clusters Score -257182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -257189.843750 Penalty: 787.497620
	Iteration 42Q: 3 clusters Score -257189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -257196.234375 Penalty: 787.497620
	Iteration 43Q: 3 clusters Score -257196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -257202.531250 Penalty: 787.497620
	Iteration 44Q: 3 clusters Score -257202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -257209.250000 Penalty: 787.497620
	Iteration 45Q: 3 clusters Score -257209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -257213.890625 Penalty: 787.497620
	Iteration 46Q: 3 clusters Score -257213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -257214.734375 Penalty: 787.497620
	Iteration 47Q: 3 clusters Score -257214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -257214.640625 Penalty: 787.497620
	Iteration 48Q: 3 clusters Score -257214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -257214.640625 Penalty: 787.497620
	Iteration 49F: 3 clusters Score -257214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -10741.273438 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -10741.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10414.421875 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -10414.42 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10494.166016 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -10494.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10519.346680 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -10519.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10539.461914 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -10539.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10567.021484 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -10567.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10586.781250 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -10586.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10608.088867 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -10608.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10628.087891 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -10628.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10664.966797 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -10664.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10695.033203 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -10695.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10730.075195 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -10730.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10795.185547 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -10795.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10841.987305 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -10841.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10841.987305 Penalty: 509.456421
	Iteration 13F: 3 clusters Score -10841.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 415 members 
Mstep: Class 3 contains 98822 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1530 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 135 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2454 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 47130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 22 contains 886 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 144980 members 
Mstep: Class 25 contains 32365 members 
Mstep: Class 26 contains 142 members 
Entering Unmasked Estep 
Score: -23235708.000000 Penalty: 15571.006836
Splitting cluster 20 changes total score from -23235956.000000 to -23235708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -176436.359375 Penalty: 370.224915
	Iteration 0F: 2 clusters Score -176436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -174042.937500 Penalty: 740.449829
	Iteration 0F: 3 clusters Score -174042.9 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -174907.015625 Penalty: 740.449829
	Iteration 1F: 3 clusters Score -174907 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -174981.656250 Penalty: 740.449829
	Iteration 2F: 3 clusters Score -174981.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -175053.062500 Penalty: 740.449829
	Iteration 3Q: 3 clusters Score -175053.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -175107.390625 Penalty: 740.449829
	Iteration 4Q: 3 clusters Score -175107.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -175177.781250 Penalty: 740.449829
	Iteration 5Q: 3 clusters Score -175177.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -175272.515625 Penalty: 740.449829
	Iteration 6Q: 3 clusters Score -175272.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -175396.750000 Penalty: 740.449829
	Iteration 7F: 3 clusters Score -175396.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175545.671875 Penalty: 740.449829
	Iteration 8F: 3 clusters Score -175545.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -175711.953125 Penalty: 740.449829
	Iteration 9F: 3 clusters Score -175712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -175832.671875 Penalty: 740.449829
	Iteration 10Q: 3 clusters Score -175832.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -175901.609375 Penalty: 740.449829
	Iteration 11Q: 3 clusters Score -175901.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175945.312500 Penalty: 740.449829
	Iteration 12Q: 3 clusters Score -175945.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175961.453125 Penalty: 740.449829
	Iteration 13Q: 3 clusters Score -175961.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175973.937500 Penalty: 740.449829
	Iteration 14Q: 3 clusters Score -175973.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175981.343750 Penalty: 740.449829
	Iteration 15Q: 3 clusters Score -175981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175987.906250 Penalty: 740.449829
	Iteration 16Q: 3 clusters Score -175987.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -175993.234375 Penalty: 740.449829
	Iteration 17Q: 3 clusters Score -175993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175998.875000 Penalty: 740.449829
	Iteration 18Q: 3 clusters Score -175998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -176006.781250 Penalty: 740.449829
	Iteration 19Q: 3 clusters Score -176006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -176013.078125 Penalty: 740.449829
	Iteration 20F: 3 clusters Score -176013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176016.156250 Penalty: 740.449829
	Iteration 21Q: 3 clusters Score -176016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -176018.000000 Penalty: 740.449829
	Iteration 22Q: 3 clusters Score -176018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -176019.296875 Penalty: 740.449829
	Iteration 23Q: 3 clusters Score -176019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176021.234375 Penalty: 740.449829
	Iteration 24Q: 3 clusters Score -176021.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176023.843750 Penalty: 740.449829
	Iteration 25Q: 3 clusters Score -176023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176026.031250 Penalty: 740.449829
	Iteration 26Q: 3 clusters Score -176026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176027.875000 Penalty: 740.449829
	Iteration 27Q: 3 clusters Score -176027.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176029.765625 Penalty: 740.449829
	Iteration 28Q: 3 clusters Score -176029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176031.281250 Penalty: 740.449829
	Iteration 29Q: 3 clusters Score -176031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176031.546875 Penalty: 740.449829
	Iteration 30Q: 3 clusters Score -176031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176032.093750 Penalty: 740.449829
	Iteration 31Q: 3 clusters Score -176032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176032.843750 Penalty: 740.449829
	Iteration 32Q: 3 clusters Score -176032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176033.828125 Penalty: 740.449829
	Iteration 33Q: 3 clusters Score -176033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -176036.812500 Penalty: 740.449829
	Iteration 34Q: 3 clusters Score -176036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176040.109375 Penalty: 740.449829
	Iteration 35Q: 3 clusters Score -176040.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -176047.515625 Penalty: 740.449829
	Iteration 36Q: 3 clusters Score -176047.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -176056.140625 Penalty: 740.449829
	Iteration 37Q: 3 clusters Score -176056.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -176061.984375 Penalty: 740.449829
	Iteration 38Q: 3 clusters Score -176062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176064.546875 Penalty: 740.449829
	Iteration 39Q: 3 clusters Score -176064.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -176065.984375 Penalty: 740.449829
	Iteration 40F: 3 clusters Score -176066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176066.718750 Penalty: 740.449829
	Iteration 41Q: 3 clusters Score -176066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176068.234375 Penalty: 740.449829
	Iteration 42Q: 3 clusters Score -176068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176069.984375 Penalty: 740.449829
	Iteration 43Q: 3 clusters Score -176070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176071.718750 Penalty: 740.449829
	Iteration 44Q: 3 clusters Score -176071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176071.859375 Penalty: 740.449829
	Iteration 45Q: 3 clusters Score -176071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -176072.578125 Penalty: 740.449829
	Iteration 46Q: 3 clusters Score -176072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -176072.718750 Penalty: 740.449829
	Iteration 47Q: 3 clusters Score -176072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176073.093750 Penalty: 740.449829
	Iteration 48Q: 3 clusters Score -176073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176073.093750 Penalty: 740.449829
	Iteration 49F: 3 clusters Score -176073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -36538.140625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -36538.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -35811.667969 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -35811.67 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -36049.476562 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -36049.48 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -36150.273438 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -36150.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36229.730469 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -36229.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -36301.058594 Penalty: 617.591248
	Iteration 4F: 3 clusters Score -36301.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -36334.777344 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -36334.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -36352.507812 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -36352.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36367.312500 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -36367.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -36379.597656 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -36379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36391.761719 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -36391.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -36397.011719 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -36397.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -36399.644531 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -36399.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -36399.949219 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -36399.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36400.710938 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -36400.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36401.378906 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -36401.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36401.378906 Penalty: 617.591248
	Iteration 15F: 3 clusters Score -36401.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -18876.449219 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -18876.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18443.238281 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -18443.24 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18561.328125 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -18561.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18601.564453 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -18601.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18617.167969 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -18617.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18628.349609 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -18628.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18646.716797 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -18646.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18655.697266 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -18655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18660.845703 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -18660.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18662.498047 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -18662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18664.861328 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -18664.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18668.306641 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -18668.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18671.085938 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -18671.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18672.126953 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -18672.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18672.126953 Penalty: 551.804443
	Iteration 13F: 3 clusters Score -18672.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (144980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144980 members 
Entering Unmasked Estep 
Score: -6795372.000000 Penalty: 540.737976
	Iteration 0F: 2 clusters Score -6795372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -6697824.000000 Penalty: 1081.475952
	Iteration 0F: 3 clusters Score -6697824 nChanged 71081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -6742570.000000 Penalty: 1081.475952
	Iteration 1F: 3 clusters Score -6742570 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -6745618.500000 Penalty: 1081.475952
	Iteration 2Q: 3 clusters Score -6745618 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -6750847.000000 Penalty: 1081.475952
	Iteration 3F: 3 clusters Score -6750847 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -6758470.500000 Penalty: 1081.475952
	Iteration 4F: 3 clusters Score -6758470 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -6766598.000000 Penalty: 1081.475952
	Iteration 5F: 3 clusters Score -6766598 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -6772894.000000 Penalty: 1081.475952
	Iteration 6F: 3 clusters Score -6772894 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -6776239.000000 Penalty: 1081.475952
	Iteration 7Q: 3 clusters Score -6776239 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 102942 members 
Entering Unmasked Estep 
Score: -6778050.000000 Penalty: 1081.475952
	Iteration 8Q: 3 clusters Score -6778050 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -6779389.000000 Penalty: 1081.475952
	Iteration 9Q: 3 clusters Score -6779389 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -6780489.000000 Penalty: 1081.475952
	Iteration 10Q: 3 clusters Score -6780489 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 109924 members 
Entering Unmasked Estep 
Score: -6781521.500000 Penalty: 1081.475952
	Iteration 11Q: 3 clusters Score -6781522 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -6782568.500000 Penalty: 1081.475952
	Iteration 12Q: 3 clusters Score -6782568 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -6783629.000000 Penalty: 1081.475952
	Iteration 13Q: 3 clusters Score -6783629 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 116870 members 
Entering Unmasked Estep 
Score: -6784633.000000 Penalty: 1081.475952
	Iteration 14Q: 3 clusters Score -6784633 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 119118 members 
Entering Unmasked Estep 
Score: -6785703.000000 Penalty: 1081.475952
	Iteration 15Q: 3 clusters Score -6785703 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -6786672.000000 Penalty: 1081.475952
	Iteration 16Q: 3 clusters Score -6786672 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 123327 members 
Entering Unmasked Estep 
Score: -6787617.500000 Penalty: 1081.475952
	Iteration 17Q: 3 clusters Score -6787618 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -6788434.500000 Penalty: 1081.475952
	Iteration 18Q: 3 clusters Score -6788434 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
Score: -6789193.500000 Penalty: 1081.475952
	Iteration 19Q: 3 clusters Score -6789194 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -6789828.500000 Penalty: 1081.475952
	Iteration 20F: 3 clusters Score -6789828 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -6790472.000000 Penalty: 1081.475952
	Iteration 21Q: 3 clusters Score -6790472 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -6791066.500000 Penalty: 1081.475952
	Iteration 22Q: 3 clusters Score -6791066 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 133037 members 
Entering Unmasked Estep 
Score: -6791564.500000 Penalty: 1081.475952
	Iteration 23Q: 3 clusters Score -6791564 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -6792031.500000 Penalty: 1081.475952
	Iteration 24Q: 3 clusters Score -6792032 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 135366 members 
Entering Unmasked Estep 
Score: -6792465.500000 Penalty: 1081.475952
	Iteration 25Q: 3 clusters Score -6792466 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -6792877.000000 Penalty: 1081.475952
	Iteration 26Q: 3 clusters Score -6792877 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -6793242.000000 Penalty: 1081.475952
	Iteration 27Q: 3 clusters Score -6793242 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -6793536.000000 Penalty: 1081.475952
	Iteration 28Q: 3 clusters Score -6793536 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -6793777.000000 Penalty: 1081.475952
	Iteration 29Q: 3 clusters Score -6793777 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -6794013.500000 Penalty: 1081.475952
	Iteration 30Q: 3 clusters Score -6794014 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 140239 members 
Entering Unmasked Estep 
Score: -6794195.000000 Penalty: 1081.475952
	Iteration 31Q: 3 clusters Score -6794195 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 140773 members 
Entering Unmasked Estep 
Score: -6794359.000000 Penalty: 1081.475952
	Iteration 32Q: 3 clusters Score -6794359 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -6794495.000000 Penalty: 1081.475952
	Iteration 33Q: 3 clusters Score -6794495 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -6794581.500000 Penalty: 1081.475952
	Iteration 34Q: 3 clusters Score -6794582 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 142010 members 
Entering Unmasked Estep 
Score: -6794647.500000 Penalty: 1081.475952
	Iteration 35Q: 3 clusters Score -6794648 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 142307 members 
Entering Unmasked Estep 
Score: -6794704.000000 Penalty: 1081.475952
	Iteration 36Q: 3 clusters Score -6794704 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 142561 members 
Entering Unmasked Estep 
Score: -6794743.500000 Penalty: 1081.475952
	Iteration 37Q: 3 clusters Score -6794744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 142809 members 
Entering Unmasked Estep 
Score: -6794792.500000 Penalty: 1081.475952
	Iteration 38Q: 3 clusters Score -6794792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 143026 members 
Entering Unmasked Estep 
Score: -6794856.000000 Penalty: 1081.475952
	Iteration 39Q: 3 clusters Score -6794856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 143195 members 
Entering Unmasked Estep 
Score: -6794926.000000 Penalty: 1081.475952
	Iteration 40F: 3 clusters Score -6794926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -6794970.000000 Penalty: 1081.475952
	Iteration 41Q: 3 clusters Score -6794970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
Score: -6795023.500000 Penalty: 1081.475952
	Iteration 42Q: 3 clusters Score -6795024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 143596 members 
Entering Unmasked Estep 
Score: -6795034.000000 Penalty: 1081.475952
	Iteration 43Q: 3 clusters Score -6795034 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 143707 members 
Entering Unmasked Estep 
Score: -6795076.000000 Penalty: 1081.475952
	Iteration 44Q: 3 clusters Score -6795076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -6795089.000000 Penalty: 1081.475952
	Iteration 45Q: 3 clusters Score -6795089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 143891 members 
Entering Unmasked Estep 
Score: -6795101.000000 Penalty: 1081.475952
	Iteration 46Q: 3 clusters Score -6795101 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 143961 members 
Entering Unmasked Estep 
Score: -6795136.500000 Penalty: 1081.475952
	Iteration 47Q: 3 clusters Score -6795136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -6795146.500000 Penalty: 1081.475952
	Iteration 48Q: 3 clusters Score -6795146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 144065 members 
Entering Unmasked Estep 
Score: -6795138.000000 Penalty: 1081.475952
	Iteration 49Q: 3 clusters Score -6795138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -6795143.000000 Penalty: 1081.475952
	Iteration 50Q: 3 clusters Score -6795143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -6795142.500000 Penalty: 1081.475952
	Iteration 51Q: 3 clusters Score -6795142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -6795138.000000 Penalty: 1081.475952
	Iteration 52Q: 3 clusters Score -6795138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 144170 members 
Entering Unmasked Estep 
Score: -6795136.500000 Penalty: 1081.475952
	Iteration 53Q: 3 clusters Score -6795136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 144194 members 
Entering Unmasked Estep 
Score: -6795142.000000 Penalty: 1081.475952
	Iteration 54Q: 3 clusters Score -6795142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -6795149.500000 Penalty: 1081.475952
	Iteration 55Q: 3 clusters Score -6795150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -6795145.500000 Penalty: 1081.475952
	Iteration 56Q: 3 clusters Score -6795146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 144243 members 
Entering Unmasked Estep 
Score: -6795152.000000 Penalty: 1081.475952
	Iteration 57Q: 3 clusters Score -6795152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 144253 members 
Entering Unmasked Estep 
Score: -6795153.000000 Penalty: 1081.475952
	Iteration 58Q: 3 clusters Score -6795153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -6795151.500000 Penalty: 1081.475952
	Iteration 59Q: 3 clusters Score -6795152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 144265 members 
Entering Unmasked Estep 
Score: -6795150.000000 Penalty: 1081.475952
	Iteration 60F: 3 clusters Score -6795150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 144275 members 
Entering Unmasked Estep 
Score: -6795146.000000 Penalty: 1081.475952
	Iteration 61Q: 3 clusters Score -6795146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -6795149.000000 Penalty: 1081.475952
	Iteration 62Q: 3 clusters Score -6795149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 144286 members 
Entering Unmasked Estep 
Score: -6795141.000000 Penalty: 1081.475952
	Iteration 63Q: 3 clusters Score -6795141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -6795143.500000 Penalty: 1081.475952
	Iteration 64Q: 3 clusters Score -6795144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 144300 members 
Entering Unmasked Estep 
Score: -6795144.000000 Penalty: 1081.475952
	Iteration 65Q: 3 clusters Score -6795144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -6795146.000000 Penalty: 1081.475952
	Iteration 66Q: 3 clusters Score -6795146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 144322 members 
Entering Unmasked Estep 
Score: -6795149.500000 Penalty: 1081.475952
	Iteration 67Q: 3 clusters Score -6795150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -6795152.000000 Penalty: 1081.475952
	Iteration 68Q: 3 clusters Score -6795152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 144335 members 
Entering Unmasked Estep 
Score: -6795160.000000 Penalty: 1081.475952
	Iteration 69Q: 3 clusters Score -6795160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 144337 members 
Entering Unmasked Estep 
Score: -6795152.500000 Penalty: 1081.475952
	Iteration 70Q: 3 clusters Score -6795152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 144339 members 
Entering Unmasked Estep 
Score: -6795151.500000 Penalty: 1081.475952
	Iteration 71Q: 3 clusters Score -6795152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -6795153.500000 Penalty: 1081.475952
	Iteration 72Q: 3 clusters Score -6795154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 144344 members 
Entering Unmasked Estep 
Score: -6795149.500000 Penalty: 1081.475952
	Iteration 73Q: 3 clusters Score -6795150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -6795152.500000 Penalty: 1081.475952
	Iteration 74Q: 3 clusters Score -6795152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -6795151.000000 Penalty: 1081.475952
	Iteration 75Q: 3 clusters Score -6795151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 144352 members 
Entering Unmasked Estep 
Score: -6795150.500000 Penalty: 1081.475952
	Iteration 76Q: 3 clusters Score -6795150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -6795147.500000 Penalty: 1081.475952
	Iteration 77Q: 3 clusters Score -6795148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 144349 members 
Entering Unmasked Estep 
Score: -6795148.000000 Penalty: 1081.475952
	Iteration 78Q: 3 clusters Score -6795148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 144351 members 
Entering Unmasked Estep 
Score: -6795151.500000 Penalty: 1081.475952
	Iteration 79Q: 3 clusters Score -6795152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 144353 members 
Entering Unmasked Estep 
Score: -6795152.000000 Penalty: 1081.475952
	Iteration 80F: 3 clusters Score -6795152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 144354 members 
Entering Unmasked Estep 
Score: -6795156.500000 Penalty: 1081.475952
	Iteration 81Q: 3 clusters Score -6795156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -6795156.000000 Penalty: 1081.475952
	Iteration 82Q: 3 clusters Score -6795156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -6795156.000000 Penalty: 1081.475952
	Iteration 83F: 3 clusters Score -6795156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Entering Unmasked Estep 
Score: -1540671.875000 Penalty: 472.509918
	Iteration 0F: 2 clusters Score -1540672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1519080.000000 Penalty: 945.019836
	Iteration 0F: 3 clusters Score -1519080 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1528484.000000 Penalty: 945.019836
	Iteration 1F: 3 clusters Score -1528484 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1529127.375000 Penalty: 945.019836
	Iteration 2Q: 3 clusters Score -1529127 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1529831.250000 Penalty: 945.019836
	Iteration 3F: 3 clusters Score -1529831 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1530621.000000 Penalty: 945.019836
	Iteration 4F: 3 clusters Score -1530621 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1531653.125000 Penalty: 945.019836
	Iteration 5F: 3 clusters Score -1531653 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1532915.000000 Penalty: 945.019836
	Iteration 6F: 3 clusters Score -1532915 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1534123.500000 Penalty: 945.019836
	Iteration 7F: 3 clusters Score -1534124 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1534838.250000 Penalty: 945.019836
	Iteration 8Q: 3 clusters Score -1534838 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1535158.125000 Penalty: 945.019836
	Iteration 9Q: 3 clusters Score -1535158 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1535359.125000 Penalty: 945.019836
	Iteration 10Q: 3 clusters Score -1535359 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1535503.125000 Penalty: 945.019836
	Iteration 11Q: 3 clusters Score -1535503 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1535658.250000 Penalty: 945.019836
	Iteration 12Q: 3 clusters Score -1535658 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1535806.125000 Penalty: 945.019836
	Iteration 13Q: 3 clusters Score -1535806 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1535984.125000 Penalty: 945.019836
	Iteration 14Q: 3 clusters Score -1535984 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1536165.375000 Penalty: 945.019836
	Iteration 15Q: 3 clusters Score -1536165 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1536323.250000 Penalty: 945.019836
	Iteration 16Q: 3 clusters Score -1536323 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1536515.875000 Penalty: 945.019836
	Iteration 17Q: 3 clusters Score -1536516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1536683.375000 Penalty: 945.019836
	Iteration 18Q: 3 clusters Score -1536683 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1536865.750000 Penalty: 945.019836
	Iteration 19Q: 3 clusters Score -1536866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1537057.000000 Penalty: 945.019836
	Iteration 20F: 3 clusters Score -1537057 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1537267.875000 Penalty: 945.019836
	Iteration 21Q: 3 clusters Score -1537268 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1537464.375000 Penalty: 945.019836
	Iteration 22Q: 3 clusters Score -1537464 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1537674.875000 Penalty: 945.019836
	Iteration 23Q: 3 clusters Score -1537675 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1537857.625000 Penalty: 945.019836
	Iteration 24Q: 3 clusters Score -1537858 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1538037.000000 Penalty: 945.019836
	Iteration 25Q: 3 clusters Score -1538037 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1538203.375000 Penalty: 945.019836
	Iteration 26Q: 3 clusters Score -1538203 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1538351.250000 Penalty: 945.019836
	Iteration 27Q: 3 clusters Score -1538351 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1538497.875000 Penalty: 945.019836
	Iteration 28Q: 3 clusters Score -1538498 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1538638.250000 Penalty: 945.019836
	Iteration 29Q: 3 clusters Score -1538638 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1538773.500000 Penalty: 945.019836
	Iteration 30Q: 3 clusters Score -1538774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1538916.500000 Penalty: 945.019836
	Iteration 31Q: 3 clusters Score -1538916 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1539058.250000 Penalty: 945.019836
	Iteration 32Q: 3 clusters Score -1539058 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1539185.125000 Penalty: 945.019836
	Iteration 33Q: 3 clusters Score -1539185 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1539290.625000 Penalty: 945.019836
	Iteration 34Q: 3 clusters Score -1539291 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1539385.125000 Penalty: 945.019836
	Iteration 35Q: 3 clusters Score -1539385 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1539461.000000 Penalty: 945.019836
	Iteration 36Q: 3 clusters Score -1539461 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1539546.625000 Penalty: 945.019836
	Iteration 37Q: 3 clusters Score -1539547 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1539621.125000 Penalty: 945.019836
	Iteration 38Q: 3 clusters Score -1539621 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1539687.125000 Penalty: 945.019836
	Iteration 39Q: 3 clusters Score -1539687 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1539748.875000 Penalty: 945.019836
	Iteration 40F: 3 clusters Score -1539749 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1539794.500000 Penalty: 945.019836
	Iteration 41Q: 3 clusters Score -1539794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1539834.875000 Penalty: 945.019836
	Iteration 42Q: 3 clusters Score -1539835 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1539867.250000 Penalty: 945.019836
	Iteration 43Q: 3 clusters Score -1539867 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1539901.375000 Penalty: 945.019836
	Iteration 44Q: 3 clusters Score -1539901 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1539922.500000 Penalty: 945.019836
	Iteration 45Q: 3 clusters Score -1539922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1539944.000000 Penalty: 945.019836
	Iteration 46Q: 3 clusters Score -1539944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1539953.750000 Penalty: 945.019836
	Iteration 47Q: 3 clusters Score -1539954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1539972.625000 Penalty: 945.019836
	Iteration 48Q: 3 clusters Score -1539973 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1539990.625000 Penalty: 945.019836
	Iteration 49Q: 3 clusters Score -1539991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1540010.375000 Penalty: 945.019836
	Iteration 50Q: 3 clusters Score -1540010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1540030.250000 Penalty: 945.019836
	Iteration 51Q: 3 clusters Score -1540030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1540046.125000 Penalty: 945.019836
	Iteration 52Q: 3 clusters Score -1540046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1540055.500000 Penalty: 945.019836
	Iteration 53Q: 3 clusters Score -1540056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1540062.875000 Penalty: 945.019836
	Iteration 54Q: 3 clusters Score -1540063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1540067.625000 Penalty: 945.019836
	Iteration 55Q: 3 clusters Score -1540068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1540079.375000 Penalty: 945.019836
	Iteration 56Q: 3 clusters Score -1540079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1540084.750000 Penalty: 945.019836
	Iteration 57Q: 3 clusters Score -1540085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1540092.125000 Penalty: 945.019836
	Iteration 58Q: 3 clusters Score -1540092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1540104.250000 Penalty: 945.019836
	Iteration 59Q: 3 clusters Score -1540104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1540108.125000 Penalty: 945.019836
	Iteration 60F: 3 clusters Score -1540108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1540116.750000 Penalty: 945.019836
	Iteration 61Q: 3 clusters Score -1540117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1540129.000000 Penalty: 945.019836
	Iteration 62Q: 3 clusters Score -1540129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1540134.125000 Penalty: 945.019836
	Iteration 63Q: 3 clusters Score -1540134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1540143.750000 Penalty: 945.019836
	Iteration 64Q: 3 clusters Score -1540144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1540154.125000 Penalty: 945.019836
	Iteration 65Q: 3 clusters Score -1540154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1540159.875000 Penalty: 945.019836
	Iteration 66Q: 3 clusters Score -1540160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1540161.750000 Penalty: 945.019836
	Iteration 67Q: 3 clusters Score -1540162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1540163.000000 Penalty: 945.019836
	Iteration 68Q: 3 clusters Score -1540163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1540165.500000 Penalty: 945.019836
	Iteration 69Q: 3 clusters Score -1540166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1540169.750000 Penalty: 945.019836
	Iteration 70Q: 3 clusters Score -1540170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1540169.375000 Penalty: 945.019836
	Iteration 71Q: 3 clusters Score -1540169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1540171.250000 Penalty: 945.019836
	Iteration 72Q: 3 clusters Score -1540171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1540170.875000 Penalty: 945.019836
	Iteration 73Q: 3 clusters Score -1540171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1540173.000000 Penalty: 945.019836
	Iteration 74Q: 3 clusters Score -1540173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1540173.500000 Penalty: 945.019836
	Iteration 75Q: 3 clusters Score -1540174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1540179.500000 Penalty: 945.019836
	Iteration 76Q: 3 clusters Score -1540180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1540183.125000 Penalty: 945.019836
	Iteration 77Q: 3 clusters Score -1540183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1540185.875000 Penalty: 945.019836
	Iteration 78Q: 3 clusters Score -1540186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1540187.625000 Penalty: 945.019836
	Iteration 79Q: 3 clusters Score -1540188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1540191.750000 Penalty: 945.019836
	Iteration 80F: 3 clusters Score -1540192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1540196.125000 Penalty: 945.019836
	Iteration 81Q: 3 clusters Score -1540196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1540200.500000 Penalty: 945.019836
	Iteration 82Q: 3 clusters Score -1540200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1540200.500000 Penalty: 945.019836
	Iteration 83Q: 3 clusters Score -1540200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1540203.250000 Penalty: 945.019836
	Iteration 84Q: 3 clusters Score -1540203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1540201.375000 Penalty: 945.019836
	Iteration 85Q: 3 clusters Score -1540201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1540204.000000 Penalty: 945.019836
	Iteration 86Q: 3 clusters Score -1540204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1540204.500000 Penalty: 945.019836
	Iteration 87Q: 3 clusters Score -1540204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1540204.750000 Penalty: 945.019836
	Iteration 88Q: 3 clusters Score -1540205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1540206.375000 Penalty: 945.019836
	Iteration 89Q: 3 clusters Score -1540206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1540210.500000 Penalty: 945.019836
	Iteration 90Q: 3 clusters Score -1540210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1540210.125000 Penalty: 945.019836
	Iteration 91Q: 3 clusters Score -1540210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1540211.375000 Penalty: 945.019836
	Iteration 92Q: 3 clusters Score -1540211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1540213.625000 Penalty: 945.019836
	Iteration 93Q: 3 clusters Score -1540214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1540216.125000 Penalty: 945.019836
	Iteration 94Q: 3 clusters Score -1540216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1540219.000000 Penalty: 945.019836
	Iteration 95Q: 3 clusters Score -1540219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1540222.250000 Penalty: 945.019836
	Iteration 96Q: 3 clusters Score -1540222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1540225.625000 Penalty: 945.019836
	Iteration 97Q: 3 clusters Score -1540226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1540232.125000 Penalty: 945.019836
	Iteration 98Q: 3 clusters Score -1540232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1540235.750000 Penalty: 945.019836
	Iteration 99Q: 3 clusters Score -1540236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1540239.125000 Penalty: 945.019836
	Iteration 100F: 3 clusters Score -1540239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1540239.000000 Penalty: 945.019836
	Iteration 101Q: 3 clusters Score -1540239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1540239.875000 Penalty: 945.019836
	Iteration 102Q: 3 clusters Score -1540240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1540239.125000 Penalty: 945.019836
	Iteration 103Q: 3 clusters Score -1540239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1540242.375000 Penalty: 945.019836
	Iteration 104Q: 3 clusters Score -1540242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1540241.750000 Penalty: 945.019836
	Iteration 105Q: 3 clusters Score -1540242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1540240.125000 Penalty: 945.019836
	Iteration 106Q: 3 clusters Score -1540240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1540240.375000 Penalty: 945.019836
	Iteration 107Q: 3 clusters Score -1540240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1540241.875000 Penalty: 945.019836
	Iteration 108Q: 3 clusters Score -1540242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1540242.250000 Penalty: 945.019836
	Iteration 109Q: 3 clusters Score -1540242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1540242.125000 Penalty: 945.019836
	Iteration 110Q: 3 clusters Score -1540242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1540243.125000 Penalty: 945.019836
	Iteration 111Q: 3 clusters Score -1540243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1540242.875000 Penalty: 945.019836
	Iteration 112Q: 3 clusters Score -1540243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1540243.125000 Penalty: 945.019836
	Iteration 113Q: 3 clusters Score -1540243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1540244.625000 Penalty: 945.019836
	Iteration 114Q: 3 clusters Score -1540245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1540247.750000 Penalty: 945.019836
	Iteration 115Q: 3 clusters Score -1540248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1540247.750000 Penalty: 945.019836
	Iteration 116Q: 3 clusters Score -1540248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1540247.375000 Penalty: 945.019836
	Iteration 117Q: 3 clusters Score -1540247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1540247.625000 Penalty: 945.019836
	Iteration 118Q: 3 clusters Score -1540248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1540248.000000 Penalty: 945.019836
	Iteration 119Q: 3 clusters Score -1540248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1540246.750000 Penalty: 945.019836
	Iteration 120F: 3 clusters Score -1540247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1540247.625000 Penalty: 945.019836
	Iteration 121Q: 3 clusters Score -1540248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1540247.250000 Penalty: 945.019836
	Iteration 122Q: 3 clusters Score -1540247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1540249.125000 Penalty: 945.019836
	Iteration 123Q: 3 clusters Score -1540249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1540248.625000 Penalty: 945.019836
	Iteration 124Q: 3 clusters Score -1540249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1540248.625000 Penalty: 945.019836
	Iteration 125F: 3 clusters Score -1540249 nChanged 0
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69643816.000000 Penalty: 16221.794922
22->26 Clusters: Score -69643816.000000, best is -69791832.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 24000 members 
Mstep: Class 4 contains 23794 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 23820 members 
Mstep: Class 7 contains 23672 members 
Mstep: Class 8 contains 23408 members 
Mstep: Class 9 contains 23614 members 
Mstep: Class 10 contains 23787 members 
Mstep: Class 11 contains 23800 members 
Mstep: Class 12 contains 23540 members 
Mstep: Class 13 contains 23537 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 23422 members 
Mstep: Class 16 contains 23696 members 
Mstep: Class 17 contains 23398 members 
Mstep: Class 18 contains 23718 members 
Mstep: Class 19 contains 23501 members 
Mstep: Class 20 contains 23845 members 
Mstep: Class 21 contains 23450 members 
Mstep: Class 22 contains 23542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 10.118177 but Gain 598.884766
Score: -19999662.000000 Penalty: 12576.582031
Iteration 0F: 22 clusters Score -1.999966e+07 nChanged 496179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2888 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30111 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 80792 members 
Mstep: Class 7 contains 18186 members 
Mstep: Class 8 contains 11863 members 
Mstep: Class 9 contains 194626 members 
Mstep: Class 10 contains 1733 members 
Mstep: Class 11 contains 109 members 
Mstep: Class 12 contains 23991 members 
Mstep: Class 13 contains 36509 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 177 members 
Mstep: Class 19 contains 74345 members 
Mstep: Class 20 contains 4498 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 358.240143 but Gain 598.884766
Score: -22638042.000000 Penalty: 11977.697266
Iteration 1F: 21 clusters Score -2.263804e+07 nChanged 142578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2194 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30717 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 74818 members 
Mstep: Class 7 contains 10522 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 231690 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 216 members 
Mstep: Class 12 contains 17140 members 
Mstep: Class 13 contains 37824 members 
Mstep: Class 14 contains 5345 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 17 contains 12068 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 78602 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 345 members 
Mstep: Class 22 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 245.983475 but Gain 598.884766
Score: -22825690.000000 Penalty: 11378.812500
Iteration 2F: 20 clusters Score -2.282569e+07 nChanged 87518
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34749 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 64495 members 
Mstep: Class 7 contains 7162 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 230673 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 13436 members 
Mstep: Class 13 contains 43705 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 17 contains 17856 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 89514 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 22 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 235.984589 but Gain 598.884766
Score: -22918272.000000 Penalty: 10779.927734
Iteration 3F: 19 clusters Score -2.291827e+07 nChanged 67811
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 38701 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 55941 members 
Mstep: Class 7 contains 4993 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 214051 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 9861 members 
Mstep: Class 13 contains 49567 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 17 contains 24370 members 
Mstep: Class 18 contains 1478 members 
Mstep: Class 19 contains 106697 members 
Mstep: Class 20 contains 1013 members 
Mstep: Class 22 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 361.533203 but Gain 598.884766
Score: -22976418.000000 Penalty: 10181.042969
Iteration 4F: 18 clusters Score -2.297642e+07 nChanged 59544
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 41682 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 49294 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 191115 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 1366 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 54490 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 17 contains 31332 members 
Mstep: Class 18 contains 1408 members 
Mstep: Class 19 contains 126044 members 
Mstep: Class 20 contains 541 members 
Mstep: Class 22 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 273.798981 but Gain 598.884766
Score: -23029328.000000 Penalty: 9582.158203
Iteration 5F: 17 clusters Score -2.302933e+07 nChanged 52969
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 42964 members 
Mstep: Class 5 contains 1075 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 6173 members 
Mstep: Class 9 contains 167375 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 58188 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 17 contains 38398 members 
Mstep: Class 18 contains 1347 members 
Mstep: Class 19 contains 145889 members 
Mstep: Class 22 contains 2695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23077748.000000 Penalty: 9582.158203
Iteration 6F: 17 clusters Score -2.307775e+07 nChanged 45175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 42815 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 38883 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 146442 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 60088 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 164983 members 
Mstep: Class 22 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23112466.000000 Penalty: 9582.158203
Iteration 7F: 17 clusters Score -2.311247e+07 nChanged 38918
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 42284 members 
Mstep: Class 5 contains 765 members 
Mstep: Class 6 contains 34764 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 6958 members 
Mstep: Class 9 contains 128044 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 60552 members 
Mstep: Class 14 contains 871 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 17 contains 50142 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 182868 members 
Mstep: Class 22 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130144.000000 Penalty: 9582.158203
Iteration 8F: 17 clusters Score -2.313014e+07 nChanged 34667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 41894 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 31535 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 110529 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 60298 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 17 contains 54925 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 200138 members 
Mstep: Class 22 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23141028.000000 Penalty: 9582.158203
Iteration 9F: 17 clusters Score -2.314103e+07 nChanged 29577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 29582 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 94701 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 59794 members 
Mstep: Class 14 contains 1177 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 17 contains 59205 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 214829 members 
Mstep: Class 22 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148528.000000 Penalty: 9582.158203
Iteration 10F: 17 clusters Score -2.314853e+07 nChanged 24535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 41583 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 6696 members 
Mstep: Class 9 contains 81876 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 59018 members 
Mstep: Class 14 contains 1337 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 17 contains 62880 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 226185 members 
Mstep: Class 22 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154466.000000 Penalty: 9582.158203
Iteration 11Q: 17 clusters Score -2.315447e+07 nChanged 20712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 27742 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 72020 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 58282 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 17 contains 65924 members 
Mstep: Class 18 contains 1347 members 
Mstep: Class 19 contains 234396 members 
Mstep: Class 22 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23158296.000000 Penalty: 9582.158203
Iteration 12Q: 17 clusters Score -2.31583e+07 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 41805 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 27580 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 6578 members 
Mstep: Class 9 contains 64415 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 57717 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 15 contains 1708 members 
Mstep: Class 17 contains 68446 members 
Mstep: Class 18 contains 1347 members 
Mstep: Class 19 contains 239935 members 
Mstep: Class 22 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161912.000000 Penalty: 9582.158203
Iteration 13Q: 17 clusters Score -2.316191e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 41958 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 27787 members 
Mstep: Class 7 contains 2787 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 58681 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 57489 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 17 contains 70542 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 22 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164714.000000 Penalty: 9582.158203
Iteration 14Q: 17 clusters Score -2.316471e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 42104 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 28270 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 53871 members 
Mstep: Class 10 contains 1935 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 57641 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 72543 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 244921 members 
Mstep: Class 22 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23166822.000000 Penalty: 9582.158203
Iteration 15Q: 17 clusters Score -2.316682e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 42219 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 6 contains 28854 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 49804 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 58148 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 17 contains 74509 members 
Mstep: Class 18 contains 1348 members 
Mstep: Class 19 contains 245403 members 
Mstep: Class 22 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23167808.000000 Penalty: 9582.158203
Iteration 16Q: 17 clusters Score -2.316781e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 29403 members 
Mstep: Class 7 contains 2781 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 46079 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 13 contains 58970 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 17 contains 76534 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 245160 members 
Mstep: Class 22 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23168624.000000 Penalty: 9582.158203
Iteration 17Q: 17 clusters Score -2.316862e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 42395 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 29969 members 
Mstep: Class 7 contains 2783 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 42777 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 60154 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 17 contains 78554 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 244039 members 
Mstep: Class 22 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23169672.000000 Penalty: 9582.158203
Iteration 18Q: 17 clusters Score -2.316967e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 42410 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 30537 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 39593 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 61949 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 17 contains 80637 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 242126 members 
Mstep: Class 22 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23170792.000000 Penalty: 9582.158203
Iteration 19Q: 17 clusters Score -2.317079e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 42421 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 31140 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 36816 members 
Mstep: Class 10 contains 2222 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 64190 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 3495 members 
Mstep: Class 17 contains 82575 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 239480 members 
Mstep: Class 22 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23172054.000000 Penalty: 9582.158203
Iteration 20F: 17 clusters Score -2.317205e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 42429 members 
Mstep: Class 5 contains 647 members 
Mstep: Class 6 contains 31791 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 34322 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 67019 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 17 contains 84477 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 235980 members 
Mstep: Class 22 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23173470.000000 Penalty: 9582.158203
Iteration 21Q: 17 clusters Score -2.317347e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 42415 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 32470 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 32090 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 70467 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 86284 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 231732 members 
Mstep: Class 22 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23175304.000000 Penalty: 9582.158203
Iteration 22Q: 17 clusters Score -2.31753e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 42380 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 33175 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 7831 members 
Mstep: Class 9 contains 30105 members 
Mstep: Class 10 contains 2443 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 74569 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 17 contains 87944 members 
Mstep: Class 18 contains 1353 members 
Mstep: Class 19 contains 226784 members 
Mstep: Class 22 contains 942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23177452.000000 Penalty: 9582.158203
Iteration 23Q: 17 clusters Score -2.317745e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 33845 members 
Mstep: Class 7 contains 2777 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 79240 members 
Mstep: Class 14 contains 2812 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 17 contains 89539 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 221174 members 
Mstep: Class 22 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23179416.000000 Penalty: 9582.158203
Iteration 24Q: 17 clusters Score -2.317942e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 42233 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 34489 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 26672 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 84536 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 17 contains 91079 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 214960 members 
Mstep: Class 22 contains 875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23181686.000000 Penalty: 9582.158203
Iteration 25Q: 17 clusters Score -2.318169e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 42082 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 35082 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 25145 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 90293 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 17 contains 92636 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 208276 members 
Mstep: Class 22 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23184322.000000 Penalty: 9582.158203
Iteration 26Q: 17 clusters Score -2.318432e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 41880 members 
Mstep: Class 5 contains 685 members 
Mstep: Class 6 contains 35678 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 8335 members 
Mstep: Class 9 contains 23796 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1168 members 
Mstep: Class 13 contains 96439 members 
Mstep: Class 14 contains 2971 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 17 contains 94137 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 201230 members 
Mstep: Class 22 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23186600.000000 Penalty: 9582.158203
Iteration 27Q: 17 clusters Score -2.31866e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 41608 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 36318 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 8452 members 
Mstep: Class 9 contains 22614 members 
Mstep: Class 10 contains 2853 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 102713 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 5007 members 
Mstep: Class 17 contains 95604 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 193968 members 
Mstep: Class 22 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23189352.000000 Penalty: 9582.158203
Iteration 28Q: 17 clusters Score -2.318935e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 41248 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 21563 members 
Mstep: Class 10 contains 2919 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 108946 members 
Mstep: Class 14 contains 3018 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 17 contains 96895 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 186924 members 
Mstep: Class 22 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23192164.000000 Penalty: 9582.158203
Iteration 29Q: 17 clusters Score -2.319216e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 40862 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 37517 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 8570 members 
Mstep: Class 9 contains 20645 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 114804 members 
Mstep: Class 14 contains 3025 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 17 contains 98120 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 180445 members 
Mstep: Class 22 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23194954.000000 Penalty: 9582.158203
Iteration 30Q: 17 clusters Score -2.319495e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 40435 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 37978 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 8541 members 
Mstep: Class 9 contains 19829 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 120356 members 
Mstep: Class 14 contains 3034 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 17 contains 99232 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 174472 members 
Mstep: Class 22 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23197658.000000 Penalty: 9582.158203
Iteration 31Q: 17 clusters Score -2.319766e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 39983 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 38335 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 19064 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 125546 members 
Mstep: Class 14 contains 3032 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 17 contains 100235 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 169110 members 
Mstep: Class 22 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23200790.000000 Penalty: 9582.158203
Iteration 32Q: 17 clusters Score -2.320079e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 39546 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 38576 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 8294 members 
Mstep: Class 9 contains 18309 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 130050 members 
Mstep: Class 14 contains 3014 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 17 contains 101075 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 164845 members 
Mstep: Class 22 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23203504.000000 Penalty: 9582.158203
Iteration 33Q: 17 clusters Score -2.32035e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 38684 members 
Mstep: Class 7 contains 2696 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 17579 members 
Mstep: Class 10 contains 3051 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 134035 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 17 contains 101800 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 161327 members 
Mstep: Class 22 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23205214.000000 Penalty: 9582.158203
Iteration 34Q: 17 clusters Score -2.320521e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 2 contains 38829 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 38692 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 7737 members 
Mstep: Class 9 contains 16836 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 137549 members 
Mstep: Class 14 contains 3002 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 17 contains 102456 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 158466 members 
Mstep: Class 22 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23206868.000000 Penalty: 9582.158203
Iteration 35Q: 17 clusters Score -2.320687e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 2 contains 38557 members 
Mstep: Class 5 contains 719 members 
Mstep: Class 6 contains 38610 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 16163 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 140885 members 
Mstep: Class 14 contains 3003 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 17 contains 103022 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 155902 members 
Mstep: Class 22 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23208110.000000 Penalty: 9582.158203
Iteration 36Q: 17 clusters Score -2.320811e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 38385 members 
Mstep: Class 5 contains 740 members 
Mstep: Class 6 contains 38436 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 6986 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 144235 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 17 contains 103519 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 153425 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23209602.000000 Penalty: 9582.158203
Iteration 37Q: 17 clusters Score -2.32096e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 38361 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 38141 members 
Mstep: Class 7 contains 2686 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 14781 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 147435 members 
Mstep: Class 14 contains 2977 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 17 contains 103958 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 151239 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23210660.000000 Penalty: 9582.158203
Iteration 38Q: 17 clusters Score -2.321066e+07 nChanged 5442
Entering ConstructFrom: 
Score: -23210660.000000 Penalty: 9582.158203
Entering ConstructFrom: 
Trying to split cluster 2 (38419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Entering Unmasked Estep 
Score: -1681293.375000 Penalty: 480.312012
	Iteration 0F: 2 clusters Score -1681293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1655455.375000 Penalty: 960.624023
	Iteration 0F: 3 clusters Score -1655455 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -1667360.875000 Penalty: 960.624023
	Iteration 1F: 3 clusters Score -1667361 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -1668490.000000 Penalty: 960.624023
	Iteration 2F: 3 clusters Score -1668490 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -1670040.875000 Penalty: 960.624023
	Iteration 3F: 3 clusters Score -1670041 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -1672060.750000 Penalty: 960.624023
	Iteration 4F: 3 clusters Score -1672061 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1674273.750000 Penalty: 960.624023
	Iteration 5F: 3 clusters Score -1674274 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1675997.500000 Penalty: 960.624023
	Iteration 6F: 3 clusters Score -1675998 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1677042.000000 Penalty: 960.624023
	Iteration 7Q: 3 clusters Score -1677042 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -1677810.250000 Penalty: 960.624023
	Iteration 8Q: 3 clusters Score -1677810 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -1678442.875000 Penalty: 960.624023
	Iteration 9Q: 3 clusters Score -1678443 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -1678972.750000 Penalty: 960.624023
	Iteration 10Q: 3 clusters Score -1678973 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -1679419.625000 Penalty: 960.624023
	Iteration 11Q: 3 clusters Score -1679420 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -1679831.000000 Penalty: 960.624023
	Iteration 12Q: 3 clusters Score -1679831 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -1680149.250000 Penalty: 960.624023
	Iteration 13Q: 3 clusters Score -1680149 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -1680414.125000 Penalty: 960.624023
	Iteration 14Q: 3 clusters Score -1680414 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -1680633.750000 Penalty: 960.624023
	Iteration 15Q: 3 clusters Score -1680634 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -1680779.500000 Penalty: 960.624023
	Iteration 16Q: 3 clusters Score -1680780 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -1680909.625000 Penalty: 960.624023
	Iteration 17Q: 3 clusters Score -1680910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -1681022.500000 Penalty: 960.624023
	Iteration 18Q: 3 clusters Score -1681022 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -1681100.750000 Penalty: 960.624023
	Iteration 19Q: 3 clusters Score -1681101 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -1681162.000000 Penalty: 960.624023
	Iteration 20F: 3 clusters Score -1681162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -1681206.875000 Penalty: 960.624023
	Iteration 21Q: 3 clusters Score -1681207 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -1681245.000000 Penalty: 960.624023
	Iteration 22Q: 3 clusters Score -1681245 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -1681271.875000 Penalty: 960.624023
	Iteration 23Q: 3 clusters Score -1681272 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -1681301.500000 Penalty: 960.624023
	Iteration 24Q: 3 clusters Score -1681302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -1681328.250000 Penalty: 960.624023
	Iteration 25Q: 3 clusters Score -1681328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -1681355.125000 Penalty: 960.624023
	Iteration 26Q: 3 clusters Score -1681355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -1681368.750000 Penalty: 960.624023
	Iteration 27Q: 3 clusters Score -1681369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -1681383.750000 Penalty: 960.624023
	Iteration 28Q: 3 clusters Score -1681384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -1681396.000000 Penalty: 960.624023
	Iteration 29Q: 3 clusters Score -1681396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -1681401.750000 Penalty: 960.624023
	Iteration 30Q: 3 clusters Score -1681402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -1681413.250000 Penalty: 960.624023
	Iteration 31Q: 3 clusters Score -1681413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -1681421.250000 Penalty: 960.624023
	Iteration 32Q: 3 clusters Score -1681421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -1681420.500000 Penalty: 960.624023
	Iteration 33Q: 3 clusters Score -1681420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -1681422.250000 Penalty: 960.624023
	Iteration 34Q: 3 clusters Score -1681422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -1681424.375000 Penalty: 960.624023
	Iteration 35Q: 3 clusters Score -1681424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -1681428.000000 Penalty: 960.624023
	Iteration 36Q: 3 clusters Score -1681428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -1681428.375000 Penalty: 960.624023
	Iteration 37Q: 3 clusters Score -1681428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -1681429.500000 Penalty: 960.624023
	Iteration 38Q: 3 clusters Score -1681430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -1681428.750000 Penalty: 960.624023
	Iteration 39Q: 3 clusters Score -1681429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -1681427.250000 Penalty: 960.624023
	Iteration 40F: 3 clusters Score -1681427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -1681428.000000 Penalty: 960.624023
	Iteration 41Q: 3 clusters Score -1681428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -1681428.000000 Penalty: 960.624023
	Iteration 42Q: 3 clusters Score -1681428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -1681430.375000 Penalty: 960.624023
	Iteration 43Q: 3 clusters Score -1681430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -1681429.500000 Penalty: 960.624023
	Iteration 44Q: 3 clusters Score -1681430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -1681429.250000 Penalty: 960.624023
	Iteration 45Q: 3 clusters Score -1681429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -1681430.000000 Penalty: 960.624023
	Iteration 46Q: 3 clusters Score -1681430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -1681433.500000 Penalty: 960.624023
	Iteration 47Q: 3 clusters Score -1681434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -1681434.125000 Penalty: 960.624023
	Iteration 48Q: 3 clusters Score -1681434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -1681433.000000 Penalty: 960.624023
	Iteration 49Q: 3 clusters Score -1681433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -1681433.375000 Penalty: 960.624023
	Iteration 50Q: 3 clusters Score -1681433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -1681435.875000 Penalty: 960.624023
	Iteration 51Q: 3 clusters Score -1681436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -1681435.750000 Penalty: 960.624023
	Iteration 52Q: 3 clusters Score -1681436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -1681436.000000 Penalty: 960.624023
	Iteration 53Q: 3 clusters Score -1681436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -1681435.500000 Penalty: 960.624023
	Iteration 54Q: 3 clusters Score -1681436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -1681436.750000 Penalty: 960.624023
	Iteration 55Q: 3 clusters Score -1681437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -1681437.250000 Penalty: 960.624023
	Iteration 56Q: 3 clusters Score -1681437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -1681436.375000 Penalty: 960.624023
	Iteration 57Q: 3 clusters Score -1681436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -1681436.375000 Penalty: 960.624023
	Iteration 58F: 3 clusters Score -1681436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2682 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 149185 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23211068.000000 Penalty: 10181.042969
Splitting cluster 2 changes total score from -23210660.000000 to -23211068.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -38054.007812 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -38054.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37397.023438 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -37397.02 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37575.269531 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -37575.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37627.363281 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -37627.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37678.644531 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -37678.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -37706.429688 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -37706.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -37725.652344 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -37725.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -37737.835938 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -37737.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -37749.570312 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -37749.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -37758.421875 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -37758.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -37762.511719 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -37762.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37763.925781 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -37763.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -37766.378906 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -37766.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -37769.656250 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -37769.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -37772.710938 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -37772.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -37777.527344 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -37777.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -37782.714844 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -37782.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -37788.179688 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -37788.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -37793.453125 Penalty: 605.410522
	Iteration 17Q: 3 clusters Score -37793.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37796.500000 Penalty: 605.410522
	Iteration 18Q: 3 clusters Score -37796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -37799.738281 Penalty: 605.410522
	Iteration 19Q: 3 clusters Score -37799.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -37800.535156 Penalty: 605.410522
	Iteration 20F: 3 clusters Score -37800.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Entering Unmasked Estep 
Score: -1806741.125000 Penalty: 479.609009
	Iteration 0F: 2 clusters Score -1806741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1781395.625000 Penalty: 959.218018
	Iteration 0F: 3 clusters Score -1781396 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1792292.750000 Penalty: 959.218018
	Iteration 1F: 3 clusters Score -1792293 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1793058.750000 Penalty: 959.218018
	Iteration 2Q: 3 clusters Score -1793059 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1794316.250000 Penalty: 959.218018
	Iteration 3F: 3 clusters Score -1794316 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1796292.500000 Penalty: 959.218018
	Iteration 4F: 3 clusters Score -1796292 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1798948.875000 Penalty: 959.218018
	Iteration 5F: 3 clusters Score -1798949 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1801411.250000 Penalty: 959.218018
	Iteration 6F: 3 clusters Score -1801411 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1803242.000000 Penalty: 959.218018
	Iteration 7F: 3 clusters Score -1803242 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1804412.625000 Penalty: 959.218018
	Iteration 8Q: 3 clusters Score -1804413 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1805156.125000 Penalty: 959.218018
	Iteration 9Q: 3 clusters Score -1805156 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1805649.875000 Penalty: 959.218018
	Iteration 10Q: 3 clusters Score -1805650 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1805946.250000 Penalty: 959.218018
	Iteration 11Q: 3 clusters Score -1805946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1806152.000000 Penalty: 959.218018
	Iteration 12Q: 3 clusters Score -1806152 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1806287.375000 Penalty: 959.218018
	Iteration 13Q: 3 clusters Score -1806287 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1806377.000000 Penalty: 959.218018
	Iteration 14Q: 3 clusters Score -1806377 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1806436.750000 Penalty: 959.218018
	Iteration 15Q: 3 clusters Score -1806437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1806462.000000 Penalty: 959.218018
	Iteration 16Q: 3 clusters Score -1806462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1806480.625000 Penalty: 959.218018
	Iteration 17Q: 3 clusters Score -1806481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1806503.000000 Penalty: 959.218018
	Iteration 18Q: 3 clusters Score -1806503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1806519.625000 Penalty: 959.218018
	Iteration 19Q: 3 clusters Score -1806520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1806534.000000 Penalty: 959.218018
	Iteration 20F: 3 clusters Score -1806534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1806531.625000 Penalty: 959.218018
	Iteration 21Q: 3 clusters Score -1806532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1806531.625000 Penalty: 959.218018
	Iteration 22Q: 3 clusters Score -1806532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1806535.000000 Penalty: 959.218018
	Iteration 23Q: 3 clusters Score -1806535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1806539.500000 Penalty: 959.218018
	Iteration 24Q: 3 clusters Score -1806540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1806545.750000 Penalty: 959.218018
	Iteration 25Q: 3 clusters Score -1806546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1806550.375000 Penalty: 959.218018
	Iteration 26Q: 3 clusters Score -1806550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1806553.375000 Penalty: 959.218018
	Iteration 27Q: 3 clusters Score -1806553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1806559.625000 Penalty: 959.218018
	Iteration 28Q: 3 clusters Score -1806560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1806560.000000 Penalty: 959.218018
	Iteration 29Q: 3 clusters Score -1806560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1806565.875000 Penalty: 959.218018
	Iteration 30Q: 3 clusters Score -1806566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1806568.250000 Penalty: 959.218018
	Iteration 31Q: 3 clusters Score -1806568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1806573.875000 Penalty: 959.218018
	Iteration 32Q: 3 clusters Score -1806574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1806574.125000 Penalty: 959.218018
	Iteration 33Q: 3 clusters Score -1806574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1806574.000000 Penalty: 959.218018
	Iteration 34Q: 3 clusters Score -1806574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1806573.000000 Penalty: 959.218018
	Iteration 35Q: 3 clusters Score -1806573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1806575.625000 Penalty: 959.218018
	Iteration 36Q: 3 clusters Score -1806576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1806574.375000 Penalty: 959.218018
	Iteration 37Q: 3 clusters Score -1806574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1806577.250000 Penalty: 959.218018
	Iteration 38Q: 3 clusters Score -1806577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1806578.125000 Penalty: 959.218018
	Iteration 39Q: 3 clusters Score -1806578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1806577.625000 Penalty: 959.218018
	Iteration 40F: 3 clusters Score -1806578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1806577.000000 Penalty: 959.218018
	Iteration 41Q: 3 clusters Score -1806577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1806576.125000 Penalty: 959.218018
	Iteration 42Q: 3 clusters Score -1806576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1806576.625000 Penalty: 959.218018
	Iteration 43Q: 3 clusters Score -1806577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1806576.375000 Penalty: 959.218018
	Iteration 44Q: 3 clusters Score -1806576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1806575.250000 Penalty: 959.218018
	Iteration 45Q: 3 clusters Score -1806575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1806578.375000 Penalty: 959.218018
	Iteration 46Q: 3 clusters Score -1806578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1806581.000000 Penalty: 959.218018
	Iteration 47Q: 3 clusters Score -1806581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1806584.125000 Penalty: 959.218018
	Iteration 48Q: 3 clusters Score -1806584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1806585.125000 Penalty: 959.218018
	Iteration 49Q: 3 clusters Score -1806585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1806582.750000 Penalty: 959.218018
	Iteration 50Q: 3 clusters Score -1806583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1806581.250000 Penalty: 959.218018
	Iteration 51Q: 3 clusters Score -1806581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1806584.500000 Penalty: 959.218018
	Iteration 52Q: 3 clusters Score -1806584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1806584.375000 Penalty: 959.218018
	Iteration 53Q: 3 clusters Score -1806584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1806585.375000 Penalty: 959.218018
	Iteration 54Q: 3 clusters Score -1806585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1806582.500000 Penalty: 959.218018
	Iteration 55Q: 3 clusters Score -1806582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1806583.500000 Penalty: 959.218018
	Iteration 56Q: 3 clusters Score -1806584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1806583.500000 Penalty: 959.218018
	Iteration 57F: 3 clusters Score -1806584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -120908.710938 Penalty: 359.191467
	Iteration 0F: 2 clusters Score -120908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119041.882812 Penalty: 718.382935
	Iteration 0F: 3 clusters Score -119041.9 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -120267.039062 Penalty: 718.382935
	Iteration 1F: 3 clusters Score -120267 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121412.007812 Penalty: 718.382935
	Iteration 2F: 3 clusters Score -121412 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -122319.718750 Penalty: 718.382935
	Iteration 3F: 3 clusters Score -122319.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -123171.617188 Penalty: 718.382935
	Iteration 4F: 3 clusters Score -123171.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123971.265625 Penalty: 718.382935
	Iteration 5Q: 3 clusters Score -123971.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124208.718750 Penalty: 718.382935
	Iteration 6Q: 3 clusters Score -124208.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -124305.617188 Penalty: 718.382935
	Iteration 7Q: 3 clusters Score -124305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124332.125000 Penalty: 718.382935
	Iteration 8Q: 3 clusters Score -124332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124338.656250 Penalty: 718.382935
	Iteration 9Q: 3 clusters Score -124338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124339.718750 Penalty: 718.382935
	Iteration 10F: 3 clusters Score -124339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124340.218750 Penalty: 718.382935
	Iteration 11Q: 3 clusters Score -124340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124340.218750 Penalty: 718.382935
	Iteration 12F: 3 clusters Score -124340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 1429 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 149185 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23214264.000000 Penalty: 10779.927734
Splitting cluster 7 changes total score from -23210660.000000 to -23214264.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -305319.906250 Penalty: 396.378174
	Iteration 0F: 2 clusters Score -305319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -301221.093750 Penalty: 792.756348
	Iteration 0F: 3 clusters Score -301221.1 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -302786.125000 Penalty: 792.756348
	Iteration 1F: 3 clusters Score -302786.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -302940.093750 Penalty: 792.756348
	Iteration 2F: 3 clusters Score -302940.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -303090.531250 Penalty: 792.756348
	Iteration 3Q: 3 clusters Score -303090.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -303287.187500 Penalty: 792.756348
	Iteration 4F: 3 clusters Score -303287.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -303548.750000 Penalty: 792.756348
	Iteration 5F: 3 clusters Score -303548.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -303869.843750 Penalty: 792.756348
	Iteration 6F: 3 clusters Score -303869.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -304099.625000 Penalty: 792.756348
	Iteration 7F: 3 clusters Score -304099.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -304219.875000 Penalty: 792.756348
	Iteration 8Q: 3 clusters Score -304219.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -304280.687500 Penalty: 792.756348
	Iteration 9Q: 3 clusters Score -304280.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -304311.625000 Penalty: 792.756348
	Iteration 10Q: 3 clusters Score -304311.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -304335.500000 Penalty: 792.756348
	Iteration 11Q: 3 clusters Score -304335.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -304354.937500 Penalty: 792.756348
	Iteration 12Q: 3 clusters Score -304354.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -304366.718750 Penalty: 792.756348
	Iteration 13Q: 3 clusters Score -304366.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -304376.406250 Penalty: 792.756348
	Iteration 14Q: 3 clusters Score -304376.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -304385.500000 Penalty: 792.756348
	Iteration 15Q: 3 clusters Score -304385.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -304393.062500 Penalty: 792.756348
	Iteration 16Q: 3 clusters Score -304393.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -304400.593750 Penalty: 792.756348
	Iteration 17Q: 3 clusters Score -304400.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -304406.843750 Penalty: 792.756348
	Iteration 18Q: 3 clusters Score -304406.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -304412.906250 Penalty: 792.756348
	Iteration 19Q: 3 clusters Score -304412.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -304422.250000 Penalty: 792.756348
	Iteration 20F: 3 clusters Score -304422.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -304436.031250 Penalty: 792.756348
	Iteration 21Q: 3 clusters Score -304436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -304449.406250 Penalty: 792.756348
	Iteration 22Q: 3 clusters Score -304449.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -304459.437500 Penalty: 792.756348
	Iteration 23Q: 3 clusters Score -304459.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -304468.750000 Penalty: 792.756348
	Iteration 24Q: 3 clusters Score -304468.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -304474.062500 Penalty: 792.756348
	Iteration 25Q: 3 clusters Score -304474.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -304481.406250 Penalty: 792.756348
	Iteration 26Q: 3 clusters Score -304481.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -304490.375000 Penalty: 792.756348
	Iteration 27Q: 3 clusters Score -304490.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -304500.687500 Penalty: 792.756348
	Iteration 28Q: 3 clusters Score -304500.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -304512.031250 Penalty: 792.756348
	Iteration 29Q: 3 clusters Score -304512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -304522.281250 Penalty: 792.756348
	Iteration 30Q: 3 clusters Score -304522.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -304532.031250 Penalty: 792.756348
	Iteration 31Q: 3 clusters Score -304532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304540.750000 Penalty: 792.756348
	Iteration 32Q: 3 clusters Score -304540.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -304553.781250 Penalty: 792.756348
	Iteration 33Q: 3 clusters Score -304553.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -304569.687500 Penalty: 792.756348
	Iteration 34Q: 3 clusters Score -304569.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -304580.187500 Penalty: 792.756348
	Iteration 35Q: 3 clusters Score -304580.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304589.500000 Penalty: 792.756348
	Iteration 36Q: 3 clusters Score -304589.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -304596.875000 Penalty: 792.756348
	Iteration 37Q: 3 clusters Score -304596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304606.312500 Penalty: 792.756348
	Iteration 38Q: 3 clusters Score -304606.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -304621.250000 Penalty: 792.756348
	Iteration 39Q: 3 clusters Score -304621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304636.156250 Penalty: 792.756348
	Iteration 40F: 3 clusters Score -304636.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -304651.656250 Penalty: 792.756348
	Iteration 41Q: 3 clusters Score -304651.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -304666.031250 Penalty: 792.756348
	Iteration 42Q: 3 clusters Score -304666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -304680.093750 Penalty: 792.756348
	Iteration 43Q: 3 clusters Score -304680.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -304697.281250 Penalty: 792.756348
	Iteration 44Q: 3 clusters Score -304697.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -304713.218750 Penalty: 792.756348
	Iteration 45Q: 3 clusters Score -304713.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -304724.531250 Penalty: 792.756348
	Iteration 46Q: 3 clusters Score -304724.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -304736.687500 Penalty: 792.756348
	Iteration 47Q: 3 clusters Score -304736.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -304751.250000 Penalty: 792.756348
	Iteration 48Q: 3 clusters Score -304751.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -304765.781250 Penalty: 792.756348
	Iteration 49Q: 3 clusters Score -304765.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -304779.343750 Penalty: 792.756348
	Iteration 50Q: 3 clusters Score -304779.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -304792.187500 Penalty: 792.756348
	Iteration 51Q: 3 clusters Score -304792.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -304803.218750 Penalty: 792.756348
	Iteration 52Q: 3 clusters Score -304803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -304815.750000 Penalty: 792.756348
	Iteration 53Q: 3 clusters Score -304815.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -304829.343750 Penalty: 792.756348
	Iteration 54Q: 3 clusters Score -304829.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -304838.250000 Penalty: 792.756348
	Iteration 55Q: 3 clusters Score -304838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -304846.375000 Penalty: 792.756348
	Iteration 56Q: 3 clusters Score -304846.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -304853.343750 Penalty: 792.756348
	Iteration 57Q: 3 clusters Score -304853.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -304866.250000 Penalty: 792.756348
	Iteration 58Q: 3 clusters Score -304866.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -304880.843750 Penalty: 792.756348
	Iteration 59Q: 3 clusters Score -304880.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -304896.125000 Penalty: 792.756348
	Iteration 60F: 3 clusters Score -304896.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -304910.781250 Penalty: 792.756348
	Iteration 61Q: 3 clusters Score -304910.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -304923.187500 Penalty: 792.756348
	Iteration 62Q: 3 clusters Score -304923.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -304937.968750 Penalty: 792.756348
	Iteration 63Q: 3 clusters Score -304938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -304943.718750 Penalty: 792.756348
	Iteration 64Q: 3 clusters Score -304943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -304945.593750 Penalty: 792.756348
	Iteration 65Q: 3 clusters Score -304945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -304950.843750 Penalty: 792.756348
	Iteration 66Q: 3 clusters Score -304950.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -304956.093750 Penalty: 792.756348
	Iteration 67Q: 3 clusters Score -304956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -304963.062500 Penalty: 792.756348
	Iteration 68Q: 3 clusters Score -304963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -304968.718750 Penalty: 792.756348
	Iteration 69Q: 3 clusters Score -304968.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -304974.312500 Penalty: 792.756348
	Iteration 70Q: 3 clusters Score -304974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -304979.125000 Penalty: 792.756348
	Iteration 71Q: 3 clusters Score -304979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -304981.687500 Penalty: 792.756348
	Iteration 72Q: 3 clusters Score -304981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -304985.000000 Penalty: 792.756348
	Iteration 73Q: 3 clusters Score -304985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -304987.156250 Penalty: 792.756348
	Iteration 74Q: 3 clusters Score -304987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -304988.843750 Penalty: 792.756348
	Iteration 75Q: 3 clusters Score -304988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -304990.718750 Penalty: 792.756348
	Iteration 76Q: 3 clusters Score -304990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -304994.156250 Penalty: 792.756348
	Iteration 77Q: 3 clusters Score -304994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -304997.687500 Penalty: 792.756348
	Iteration 78Q: 3 clusters Score -304997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -305000.750000 Penalty: 792.756348
	Iteration 79Q: 3 clusters Score -305000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -305001.468750 Penalty: 792.756348
	Iteration 80F: 3 clusters Score -305001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -305002.562500 Penalty: 792.756348
	Iteration 81Q: 3 clusters Score -305002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -305003.531250 Penalty: 792.756348
	Iteration 82Q: 3 clusters Score -305003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -305004.031250 Penalty: 792.756348
	Iteration 83Q: 3 clusters Score -305004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -305004.562500 Penalty: 792.756348
	Iteration 84Q: 3 clusters Score -305004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -305004.562500 Penalty: 792.756348
	Iteration 85F: 3 clusters Score -305004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Entering Unmasked Estep 
Score: -693660.500000 Penalty: 434.671539
	Iteration 0F: 2 clusters Score -693660.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -684326.375000 Penalty: 869.343079
	Iteration 0F: 3 clusters Score -684326.4 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -688058.750000 Penalty: 869.343079
	Iteration 1F: 3 clusters Score -688058.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -688311.750000 Penalty: 869.343079
	Iteration 2Q: 3 clusters Score -688311.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -688674.250000 Penalty: 869.343079
	Iteration 3F: 3 clusters Score -688674.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -689231.312500 Penalty: 869.343079
	Iteration 4F: 3 clusters Score -689231.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -690005.625000 Penalty: 869.343079
	Iteration 5F: 3 clusters Score -690005.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -690907.750000 Penalty: 869.343079
	Iteration 6F: 3 clusters Score -690907.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -691791.812500 Penalty: 869.343079
	Iteration 7F: 3 clusters Score -691791.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -692492.312500 Penalty: 869.343079
	Iteration 8Q: 3 clusters Score -692492.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -692877.687500 Penalty: 869.343079
	Iteration 9Q: 3 clusters Score -692877.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -693076.437500 Penalty: 869.343079
	Iteration 10Q: 3 clusters Score -693076.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -693154.875000 Penalty: 869.343079
	Iteration 11Q: 3 clusters Score -693154.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -693194.812500 Penalty: 869.343079
	Iteration 12Q: 3 clusters Score -693194.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -693222.875000 Penalty: 869.343079
	Iteration 13Q: 3 clusters Score -693222.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -693240.437500 Penalty: 869.343079
	Iteration 14Q: 3 clusters Score -693240.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -693250.437500 Penalty: 869.343079
	Iteration 15Q: 3 clusters Score -693250.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -693263.812500 Penalty: 869.343079
	Iteration 16Q: 3 clusters Score -693263.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -693269.812500 Penalty: 869.343079
	Iteration 17Q: 3 clusters Score -693269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -693273.437500 Penalty: 869.343079
	Iteration 18Q: 3 clusters Score -693273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -693277.937500 Penalty: 869.343079
	Iteration 19Q: 3 clusters Score -693277.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -693284.125000 Penalty: 869.343079
	Iteration 20F: 3 clusters Score -693284.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -693288.750000 Penalty: 869.343079
	Iteration 21Q: 3 clusters Score -693288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -693293.500000 Penalty: 869.343079
	Iteration 22Q: 3 clusters Score -693293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -693299.875000 Penalty: 869.343079
	Iteration 23Q: 3 clusters Score -693299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -693306.437500 Penalty: 869.343079
	Iteration 24Q: 3 clusters Score -693306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -693307.875000 Penalty: 869.343079
	Iteration 25Q: 3 clusters Score -693307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -693309.562500 Penalty: 869.343079
	Iteration 26Q: 3 clusters Score -693309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -693309.937500 Penalty: 869.343079
	Iteration 27Q: 3 clusters Score -693309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -693310.000000 Penalty: 869.343079
	Iteration 28Q: 3 clusters Score -693310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -693310.000000 Penalty: 869.343079
	Iteration 29F: 3 clusters Score -693310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -131112.359375 Penalty: 364.877441
	Iteration 0F: 2 clusters Score -131112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -129012.898438 Penalty: 729.754883
	Iteration 0F: 3 clusters Score -129012.9 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -129753.679688 Penalty: 729.754883
	Iteration 1F: 3 clusters Score -129753.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -129846.945312 Penalty: 729.754883
	Iteration 2F: 3 clusters Score -129846.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -129947.296875 Penalty: 729.754883
	Iteration 3F: 3 clusters Score -129947.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -130063.304688 Penalty: 729.754883
	Iteration 4F: 3 clusters Score -130063.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -130232.460938 Penalty: 729.754883
	Iteration 5F: 3 clusters Score -130232.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -130456.445312 Penalty: 729.754883
	Iteration 6F: 3 clusters Score -130456.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -130621.000000 Penalty: 729.754883
	Iteration 7F: 3 clusters Score -130621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -130725.609375 Penalty: 729.754883
	Iteration 8Q: 3 clusters Score -130725.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -130770.664062 Penalty: 729.754883
	Iteration 9Q: 3 clusters Score -130770.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -130784.093750 Penalty: 729.754883
	Iteration 10Q: 3 clusters Score -130784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -130790.945312 Penalty: 729.754883
	Iteration 11Q: 3 clusters Score -130790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -130798.281250 Penalty: 729.754883
	Iteration 12Q: 3 clusters Score -130798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -130802.898438 Penalty: 729.754883
	Iteration 13Q: 3 clusters Score -130802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -130806.179688 Penalty: 729.754883
	Iteration 14Q: 3 clusters Score -130806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -130810.109375 Penalty: 729.754883
	Iteration 15Q: 3 clusters Score -130810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -130813.195312 Penalty: 729.754883
	Iteration 16Q: 3 clusters Score -130813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -130813.687500 Penalty: 729.754883
	Iteration 17Q: 3 clusters Score -130813.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -130813.687500 Penalty: 729.754883
	Iteration 18F: 3 clusters Score -130813.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -55454.300781 Penalty: 330.545227
	Iteration 0F: 2 clusters Score -55454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -54346.660156 Penalty: 661.090454
	Iteration 0F: 3 clusters Score -54346.66 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -54796.828125 Penalty: 661.090454
	Iteration 1F: 3 clusters Score -54796.83 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -55271.933594 Penalty: 661.090454
	Iteration 2F: 3 clusters Score -55271.93 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55876.707031 Penalty: 661.090454
	Iteration 3F: 3 clusters Score -55876.71 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56249.132812 Penalty: 661.090454
	Iteration 4F: 3 clusters Score -56249.13 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -56425.738281 Penalty: 661.090454
	Iteration 5F: 3 clusters Score -56425.74 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -56528.046875 Penalty: 661.090454
	Iteration 6F: 3 clusters Score -56528.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -56635.546875 Penalty: 661.090454
	Iteration 7F: 3 clusters Score -56635.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -56721.265625 Penalty: 661.090454
	Iteration 8Q: 3 clusters Score -56721.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -56798.347656 Penalty: 661.090454
	Iteration 9Q: 3 clusters Score -56798.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -56867.195312 Penalty: 661.090454
	Iteration 10Q: 3 clusters Score -56867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -56919.675781 Penalty: 661.090454
	Iteration 11Q: 3 clusters Score -56919.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -56965.808594 Penalty: 661.090454
	Iteration 12Q: 3 clusters Score -56965.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -56971.589844 Penalty: 661.090454
	Iteration 13Q: 3 clusters Score -56971.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -56974.101562 Penalty: 661.090454
	Iteration 14Q: 3 clusters Score -56974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -56974.421875 Penalty: 661.090454
	Iteration 15Q: 3 clusters Score -56974.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -56974.421875 Penalty: 661.090454
	Iteration 16F: 3 clusters Score -56974.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 5612 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 149185 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23215508.000000 Penalty: 11378.812500
Splitting cluster 11 changes total score from -23210660.000000 to -23215508.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -65852.351562 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -65852.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -64835.882812 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -64835.88 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -65138.027344 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -65138.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65197.730469 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -65197.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -65241.394531 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -65241.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -65264.082031 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -65264.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65271.824219 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -65271.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -65281.101562 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -65281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -65288.753906 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -65288.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65303.386719 Penalty: 657.054016
	Iteration 8Q: 3 clusters Score -65303.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -65322.941406 Penalty: 657.054016
	Iteration 9Q: 3 clusters Score -65322.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65338.457031 Penalty: 657.054016
	Iteration 10Q: 3 clusters Score -65338.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65347.531250 Penalty: 657.054016
	Iteration 11Q: 3 clusters Score -65347.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -65354.074219 Penalty: 657.054016
	Iteration 12Q: 3 clusters Score -65354.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -65364.789062 Penalty: 657.054016
	Iteration 13Q: 3 clusters Score -65364.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -65379.363281 Penalty: 657.054016
	Iteration 14Q: 3 clusters Score -65379.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -65389.886719 Penalty: 657.054016
	Iteration 15Q: 3 clusters Score -65389.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65397.375000 Penalty: 657.054016
	Iteration 16Q: 3 clusters Score -65397.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -65404.511719 Penalty: 657.054016
	Iteration 17Q: 3 clusters Score -65404.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -65411.429688 Penalty: 657.054016
	Iteration 18Q: 3 clusters Score -65411.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65421.144531 Penalty: 657.054016
	Iteration 19Q: 3 clusters Score -65421.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65430.703125 Penalty: 657.054016
	Iteration 20F: 3 clusters Score -65430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65438.531250 Penalty: 657.054016
	Iteration 21Q: 3 clusters Score -65438.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -65447.308594 Penalty: 657.054016
	Iteration 22Q: 3 clusters Score -65447.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65451.375000 Penalty: 657.054016
	Iteration 23Q: 3 clusters Score -65451.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65454.148438 Penalty: 657.054016
	Iteration 24Q: 3 clusters Score -65454.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -65457.625000 Penalty: 657.054016
	Iteration 25Q: 3 clusters Score -65457.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65459.207031 Penalty: 657.054016
	Iteration 26Q: 3 clusters Score -65459.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -65459.429688 Penalty: 657.054016
	Iteration 27Q: 3 clusters Score -65459.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -65460.031250 Penalty: 657.054016
	Iteration 28Q: 3 clusters Score -65460.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -65460.257812 Penalty: 657.054016
	Iteration 29Q: 3 clusters Score -65460.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65460.632812 Penalty: 657.054016
	Iteration 30Q: 3 clusters Score -65460.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65460.632812 Penalty: 657.054016
	Iteration 31F: 3 clusters Score -65460.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (150470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Entering Unmasked Estep 
Score: -6956660.500000 Penalty: 542.429138
	Iteration 0F: 2 clusters Score -6956660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -6855121.000000 Penalty: 1084.858276
	Iteration 0F: 3 clusters Score -6855121 nChanged 74168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -6902487.500000 Penalty: 1084.858276
	Iteration 1F: 3 clusters Score -6902488 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -6905858.000000 Penalty: 1084.858276
	Iteration 2Q: 3 clusters Score -6905858 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -6911136.500000 Penalty: 1084.858276
	Iteration 3F: 3 clusters Score -6911136 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -6919168.500000 Penalty: 1084.858276
	Iteration 4F: 3 clusters Score -6919168 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -6928244.000000 Penalty: 1084.858276
	Iteration 5F: 3 clusters Score -6928244 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -6933870.500000 Penalty: 1084.858276
	Iteration 6F: 3 clusters Score -6933870 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -6935570.000000 Penalty: 1084.858276
	Iteration 7Q: 3 clusters Score -6935570 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -6936058.500000 Penalty: 1084.858276
	Iteration 8Q: 3 clusters Score -6936058 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -6936373.500000 Penalty: 1084.858276
	Iteration 9Q: 3 clusters Score -6936374 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -6936591.000000 Penalty: 1084.858276
	Iteration 10Q: 3 clusters Score -6936591 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -6936840.000000 Penalty: 1084.858276
	Iteration 11Q: 3 clusters Score -6936840 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -6937110.000000 Penalty: 1084.858276
	Iteration 12Q: 3 clusters Score -6937110 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -6937413.500000 Penalty: 1084.858276
	Iteration 13Q: 3 clusters Score -6937414 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -6937702.000000 Penalty: 1084.858276
	Iteration 14Q: 3 clusters Score -6937702 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -6937992.500000 Penalty: 1084.858276
	Iteration 15Q: 3 clusters Score -6937992 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -6938314.500000 Penalty: 1084.858276
	Iteration 16Q: 3 clusters Score -6938314 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 98785 members 
Entering Unmasked Estep 
Score: -6938676.500000 Penalty: 1084.858276
	Iteration 17Q: 3 clusters Score -6938676 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -6939095.000000 Penalty: 1084.858276
	Iteration 18Q: 3 clusters Score -6939095 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -6939627.500000 Penalty: 1084.858276
	Iteration 19Q: 3 clusters Score -6939628 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 104810 members 
Entering Unmasked Estep 
Score: -6940054.000000 Penalty: 1084.858276
	Iteration 20F: 3 clusters Score -6940054 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -6940603.000000 Penalty: 1084.858276
	Iteration 21Q: 3 clusters Score -6940603 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -6941289.000000 Penalty: 1084.858276
	Iteration 22Q: 3 clusters Score -6941289 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -6941965.000000 Penalty: 1084.858276
	Iteration 23Q: 3 clusters Score -6941965 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 114119 members 
Entering Unmasked Estep 
Score: -6942789.000000 Penalty: 1084.858276
	Iteration 24Q: 3 clusters Score -6942789 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -6943778.000000 Penalty: 1084.858276
	Iteration 25Q: 3 clusters Score -6943778 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -6944935.000000 Penalty: 1084.858276
	Iteration 26Q: 3 clusters Score -6944935 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -6946109.500000 Penalty: 1084.858276
	Iteration 27Q: 3 clusters Score -6946110 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -6947197.500000 Penalty: 1084.858276
	Iteration 28Q: 3 clusters Score -6947198 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -6948264.000000 Penalty: 1084.858276
	Iteration 29Q: 3 clusters Score -6948264 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 129098 members 
Entering Unmasked Estep 
Score: -6949209.000000 Penalty: 1084.858276
	Iteration 30Q: 3 clusters Score -6949209 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -6949991.500000 Penalty: 1084.858276
	Iteration 31Q: 3 clusters Score -6949992 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 133077 members 
Entering Unmasked Estep 
Score: -6950768.500000 Penalty: 1084.858276
	Iteration 32Q: 3 clusters Score -6950768 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -6951622.000000 Penalty: 1084.858276
	Iteration 33Q: 3 clusters Score -6951622 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -6952339.000000 Penalty: 1084.858276
	Iteration 34Q: 3 clusters Score -6952339 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 138367 members 
Entering Unmasked Estep 
Score: -6952930.000000 Penalty: 1084.858276
	Iteration 35Q: 3 clusters Score -6952930 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 139727 members 
Entering Unmasked Estep 
Score: -6953369.000000 Penalty: 1084.858276
	Iteration 36Q: 3 clusters Score -6953369 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 140892 members 
Entering Unmasked Estep 
Score: -6953785.500000 Penalty: 1084.858276
	Iteration 37Q: 3 clusters Score -6953786 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -6954140.000000 Penalty: 1084.858276
	Iteration 38Q: 3 clusters Score -6954140 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -6954450.500000 Penalty: 1084.858276
	Iteration 39Q: 3 clusters Score -6954450 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -6954703.500000 Penalty: 1084.858276
	Iteration 40F: 3 clusters Score -6954704 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 144230 members 
Entering Unmasked Estep 
Score: -6954963.500000 Penalty: 1084.858276
	Iteration 41Q: 3 clusters Score -6954964 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 144866 members 
Entering Unmasked Estep 
Score: -6955157.500000 Penalty: 1084.858276
	Iteration 42Q: 3 clusters Score -6955158 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 145383 members 
Entering Unmasked Estep 
Score: -6955342.500000 Penalty: 1084.858276
	Iteration 43Q: 3 clusters Score -6955342 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 145842 members 
Entering Unmasked Estep 
Score: -6955448.000000 Penalty: 1084.858276
	Iteration 44Q: 3 clusters Score -6955448 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -6955573.500000 Penalty: 1084.858276
	Iteration 45Q: 3 clusters Score -6955574 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -6955661.000000 Penalty: 1084.858276
	Iteration 46Q: 3 clusters Score -6955661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -6955736.000000 Penalty: 1084.858276
	Iteration 47Q: 3 clusters Score -6955736 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -6955830.000000 Penalty: 1084.858276
	Iteration 48Q: 3 clusters Score -6955830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 147493 members 
Entering Unmasked Estep 
Score: -6955924.500000 Penalty: 1084.858276
	Iteration 49Q: 3 clusters Score -6955924 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -6955969.000000 Penalty: 1084.858276
	Iteration 50Q: 3 clusters Score -6955969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -6956014.500000 Penalty: 1084.858276
	Iteration 51Q: 3 clusters Score -6956014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -6956058.500000 Penalty: 1084.858276
	Iteration 52Q: 3 clusters Score -6956058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -6956113.500000 Penalty: 1084.858276
	Iteration 53Q: 3 clusters Score -6956114 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -6956135.500000 Penalty: 1084.858276
	Iteration 54Q: 3 clusters Score -6956136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -6956182.500000 Penalty: 1084.858276
	Iteration 55Q: 3 clusters Score -6956182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -6956210.500000 Penalty: 1084.858276
	Iteration 56Q: 3 clusters Score -6956210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -6956213.000000 Penalty: 1084.858276
	Iteration 57Q: 3 clusters Score -6956213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 148650 members 
Entering Unmasked Estep 
Score: -6956214.000000 Penalty: 1084.858276
	Iteration 58Q: 3 clusters Score -6956214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -6956217.000000 Penalty: 1084.858276
	Iteration 59Q: 3 clusters Score -6956217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 148776 members 
Entering Unmasked Estep 
Score: -6956242.000000 Penalty: 1084.858276
	Iteration 60F: 3 clusters Score -6956242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 148831 members 
Entering Unmasked Estep 
Score: -6956268.000000 Penalty: 1084.858276
	Iteration 61Q: 3 clusters Score -6956268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -6956278.000000 Penalty: 1084.858276
	Iteration 62Q: 3 clusters Score -6956278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 148929 members 
Entering Unmasked Estep 
Score: -6956291.000000 Penalty: 1084.858276
	Iteration 63Q: 3 clusters Score -6956291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 148966 members 
Entering Unmasked Estep 
Score: -6956295.500000 Penalty: 1084.858276
	Iteration 64Q: 3 clusters Score -6956296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -6956308.000000 Penalty: 1084.858276
	Iteration 65Q: 3 clusters Score -6956308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 149022 members 
Entering Unmasked Estep 
Score: -6956331.500000 Penalty: 1084.858276
	Iteration 66Q: 3 clusters Score -6956332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -6956331.500000 Penalty: 1084.858276
	Iteration 67Q: 3 clusters Score -6956332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -6956323.000000 Penalty: 1084.858276
	Iteration 68Q: 3 clusters Score -6956323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -6956322.000000 Penalty: 1084.858276
	Iteration 69Q: 3 clusters Score -6956322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -6956329.000000 Penalty: 1084.858276
	Iteration 70Q: 3 clusters Score -6956329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -6956341.000000 Penalty: 1084.858276
	Iteration 71Q: 3 clusters Score -6956341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -6956338.000000 Penalty: 1084.858276
	Iteration 72Q: 3 clusters Score -6956338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 149175 members 
Entering Unmasked Estep 
Score: -6956339.000000 Penalty: 1084.858276
	Iteration 73Q: 3 clusters Score -6956339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -6956339.000000 Penalty: 1084.858276
	Iteration 74Q: 3 clusters Score -6956339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 149199 members 
Entering Unmasked Estep 
Score: -6956343.500000 Penalty: 1084.858276
	Iteration 75Q: 3 clusters Score -6956344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -6956346.500000 Penalty: 1084.858276
	Iteration 76Q: 3 clusters Score -6956346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -6956355.000000 Penalty: 1084.858276
	Iteration 77Q: 3 clusters Score -6956355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -6956353.500000 Penalty: 1084.858276
	Iteration 78Q: 3 clusters Score -6956354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 149259 members 
Entering Unmasked Estep 
Score: -6956352.000000 Penalty: 1084.858276
	Iteration 79Q: 3 clusters Score -6956352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -6956360.500000 Penalty: 1084.858276
	Iteration 80F: 3 clusters Score -6956360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -6956353.500000 Penalty: 1084.858276
	Iteration 81Q: 3 clusters Score -6956354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -6956368.500000 Penalty: 1084.858276
	Iteration 82Q: 3 clusters Score -6956368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 149305 members 
Entering Unmasked Estep 
Score: -6956373.500000 Penalty: 1084.858276
	Iteration 83Q: 3 clusters Score -6956374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 149318 members 
Entering Unmasked Estep 
Score: -6956369.500000 Penalty: 1084.858276
	Iteration 84Q: 3 clusters Score -6956370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 149330 members 
Entering Unmasked Estep 
Score: -6956375.500000 Penalty: 1084.858276
	Iteration 85Q: 3 clusters Score -6956376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
Score: -6956383.000000 Penalty: 1084.858276
	Iteration 86Q: 3 clusters Score -6956383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 149351 members 
Entering Unmasked Estep 
Score: -6956381.500000 Penalty: 1084.858276
	Iteration 87Q: 3 clusters Score -6956382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 149359 members 
Entering Unmasked Estep 
Score: -6956376.500000 Penalty: 1084.858276
	Iteration 88Q: 3 clusters Score -6956376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -6956374.000000 Penalty: 1084.858276
	Iteration 89Q: 3 clusters Score -6956374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 149365 members 
Entering Unmasked Estep 
Score: -6956371.500000 Penalty: 1084.858276
	Iteration 90Q: 3 clusters Score -6956372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 149367 members 
Entering Unmasked Estep 
Score: -6956372.000000 Penalty: 1084.858276
	Iteration 91Q: 3 clusters Score -6956372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -6956373.000000 Penalty: 1084.858276
	Iteration 92Q: 3 clusters Score -6956373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -6956371.000000 Penalty: 1084.858276
	Iteration 93Q: 3 clusters Score -6956371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -6956368.000000 Penalty: 1084.858276
	Iteration 94Q: 3 clusters Score -6956368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -6956371.500000 Penalty: 1084.858276
	Iteration 95Q: 3 clusters Score -6956372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -6956364.000000 Penalty: 1084.858276
	Iteration 96Q: 3 clusters Score -6956364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -6956368.500000 Penalty: 1084.858276
	Iteration 97Q: 3 clusters Score -6956368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -6956368.500000 Penalty: 1084.858276
	Iteration 98F: 3 clusters Score -6956368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -128338.218750 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -128338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -126292.992188 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -126293 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -127038.703125 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -127038.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -127157.062500 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -127157.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127285.968750 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -127286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -127411.218750 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -127411.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -127538.093750 Penalty: 727.511536
	Iteration 5F: 3 clusters Score -127538.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -127639.164062 Penalty: 727.511536
	Iteration 6F: 3 clusters Score -127639.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -127719.289062 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -127719.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -127787.320312 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -127787.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -127849.226562 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -127849.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -127888.570312 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -127888.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -127922.320312 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -127922.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -127954.007812 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -127954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -128000.421875 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -128000.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -128062.171875 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -128062.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -128116.156250 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -128116.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -128137.429688 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -128137.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -128149.875000 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -128149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -128159.781250 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -128159.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -128165.085938 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -128165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -128169.328125 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -128169.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -128174.671875 Penalty: 727.511536
	Iteration 21Q: 3 clusters Score -128174.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -128175.625000 Penalty: 727.511536
	Iteration 22Q: 3 clusters Score -128175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -128176.500000 Penalty: 727.511536
	Iteration 23Q: 3 clusters Score -128176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -128179.914062 Penalty: 727.511536
	Iteration 24Q: 3 clusters Score -128179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -128181.507812 Penalty: 727.511536
	Iteration 25Q: 3 clusters Score -128181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -128184.414062 Penalty: 727.511536
	Iteration 26Q: 3 clusters Score -128184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -128188.148438 Penalty: 727.511536
	Iteration 27Q: 3 clusters Score -128188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -128190.476562 Penalty: 727.511536
	Iteration 28Q: 3 clusters Score -128190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -128192.625000 Penalty: 727.511536
	Iteration 29Q: 3 clusters Score -128192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -128195.062500 Penalty: 727.511536
	Iteration 30Q: 3 clusters Score -128195.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -128197.250000 Penalty: 727.511536
	Iteration 31Q: 3 clusters Score -128197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -128198.398438 Penalty: 727.511536
	Iteration 32Q: 3 clusters Score -128198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -128199.015625 Penalty: 727.511536
	Iteration 33Q: 3 clusters Score -128199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -128199.242188 Penalty: 727.511536
	Iteration 34Q: 3 clusters Score -128199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -128199.210938 Penalty: 727.511536
	Iteration 35Q: 3 clusters Score -128199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -128199.210938 Penalty: 727.511536
	Iteration 36F: 3 clusters Score -128199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Entering Unmasked Estep 
Score: -238709.218750 Penalty: 392.786163
	Iteration 0F: 2 clusters Score -238709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -234941.406250 Penalty: 785.572327
	Iteration 0F: 3 clusters Score -234941.4 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -236842.875000 Penalty: 785.572327
	Iteration 1F: 3 clusters Score -236842.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -237086.640625 Penalty: 785.572327
	Iteration 2F: 3 clusters Score -237086.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -237342.421875 Penalty: 785.572327
	Iteration 3F: 3 clusters Score -237342.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -237683.906250 Penalty: 785.572327
	Iteration 4F: 3 clusters Score -237683.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -238112.953125 Penalty: 785.572327
	Iteration 5F: 3 clusters Score -238113 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -238615.218750 Penalty: 785.572327
	Iteration 6F: 3 clusters Score -238615.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -239023.000000 Penalty: 785.572327
	Iteration 7F: 3 clusters Score -239023 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -239336.625000 Penalty: 785.572327
	Iteration 8F: 3 clusters Score -239336.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -239556.531250 Penalty: 785.572327
	Iteration 9Q: 3 clusters Score -239556.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -239725.031250 Penalty: 785.572327
	Iteration 10Q: 3 clusters Score -239725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -239815.531250 Penalty: 785.572327
	Iteration 11Q: 3 clusters Score -239815.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -239858.343750 Penalty: 785.572327
	Iteration 12Q: 3 clusters Score -239858.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -239863.078125 Penalty: 785.572327
	Iteration 13Q: 3 clusters Score -239863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -239863.281250 Penalty: 785.572327
	Iteration 14Q: 3 clusters Score -239863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -239863.656250 Penalty: 785.572327
	Iteration 15Q: 3 clusters Score -239863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -239863.734375 Penalty: 785.572327
	Iteration 16Q: 3 clusters Score -239863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -239863.671875 Penalty: 785.572327
	Iteration 17Q: 3 clusters Score -239863.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -239897.671875 Penalty: 785.572327
	Iteration 18F: 3 clusters Score -239897.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -239975.859375 Penalty: 785.572327
	Iteration 19Q: 3 clusters Score -239975.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -240013.593750 Penalty: 785.572327
	Iteration 20F: 3 clusters Score -240013.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -240024.328125 Penalty: 785.572327
	Iteration 21Q: 3 clusters Score -240024.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -240027.171875 Penalty: 785.572327
	Iteration 22Q: 3 clusters Score -240027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -240029.109375 Penalty: 785.572327
	Iteration 23Q: 3 clusters Score -240029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -240029.953125 Penalty: 785.572327
	Iteration 24Q: 3 clusters Score -240030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -240029.953125 Penalty: 785.572327
	Iteration 25F: 3 clusters Score -240030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 149185 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23216558.000000 Penalty: 11977.697266
Splitting cluster 15 changes total score from -23210660.000000 to -23216558.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (104345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Entering Unmasked Estep 
Score: -4880495.500000 Penalty: 525.773315
	Iteration 0F: 2 clusters Score -4880496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -4810564.500000 Penalty: 1051.546631
	Iteration 0F: 3 clusters Score -4810564 nChanged 51126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -4841254.000000 Penalty: 1051.546631
	Iteration 1F: 3 clusters Score -4841254 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -4842091.500000 Penalty: 1051.546631
	Iteration 2Q: 3 clusters Score -4842092 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -4843058.000000 Penalty: 1051.546631
	Iteration 3Q: 3 clusters Score -4843058 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -4844216.500000 Penalty: 1051.546631
	Iteration 4Q: 3 clusters Score -4844216 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -4845403.000000 Penalty: 1051.546631
	Iteration 5Q: 3 clusters Score -4845403 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -4846693.000000 Penalty: 1051.546631
	Iteration 6Q: 3 clusters Score -4846693 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4848071.000000 Penalty: 1051.546631
	Iteration 7Q: 3 clusters Score -4848071 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -4849676.500000 Penalty: 1051.546631
	Iteration 8Q: 3 clusters Score -4849676 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4851601.000000 Penalty: 1051.546631
	Iteration 9Q: 3 clusters Score -4851601 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4854229.000000 Penalty: 1051.546631
	Iteration 10Q: 3 clusters Score -4854229 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4857452.000000 Penalty: 1051.546631
	Iteration 11F: 3 clusters Score -4857452 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4861167.000000 Penalty: 1051.546631
	Iteration 12F: 3 clusters Score -4861167 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4865194.500000 Penalty: 1051.546631
	Iteration 13F: 3 clusters Score -4865194 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4869043.500000 Penalty: 1051.546631
	Iteration 14F: 3 clusters Score -4869044 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4872404.000000 Penalty: 1051.546631
	Iteration 15Q: 3 clusters Score -4872404 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4875041.500000 Penalty: 1051.546631
	Iteration 16Q: 3 clusters Score -4875042 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4876910.000000 Penalty: 1051.546631
	Iteration 17Q: 3 clusters Score -4876910 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4878221.000000 Penalty: 1051.546631
	Iteration 18Q: 3 clusters Score -4878221 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4878996.000000 Penalty: 1051.546631
	Iteration 19Q: 3 clusters Score -4878996 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4879431.000000 Penalty: 1051.546631
	Iteration 20F: 3 clusters Score -4879431 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4879644.000000 Penalty: 1051.546631
	Iteration 21Q: 3 clusters Score -4879644 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4879755.000000 Penalty: 1051.546631
	Iteration 22Q: 3 clusters Score -4879755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4879843.500000 Penalty: 1051.546631
	Iteration 23Q: 3 clusters Score -4879844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4879908.000000 Penalty: 1051.546631
	Iteration 24Q: 3 clusters Score -4879908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4879948.000000 Penalty: 1051.546631
	Iteration 25Q: 3 clusters Score -4879948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4880000.000000 Penalty: 1051.546631
	Iteration 26Q: 3 clusters Score -4880000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102916 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4880028.000000 Penalty: 1051.546631
	Iteration 27Q: 3 clusters Score -4880028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4880054.000000 Penalty: 1051.546631
	Iteration 28Q: 3 clusters Score -4880054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4880107.500000 Penalty: 1051.546631
	Iteration 29Q: 3 clusters Score -4880108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4880148.500000 Penalty: 1051.546631
	Iteration 30Q: 3 clusters Score -4880148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4880200.500000 Penalty: 1051.546631
	Iteration 31Q: 3 clusters Score -4880200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4880227.500000 Penalty: 1051.546631
	Iteration 32Q: 3 clusters Score -4880228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4880232.500000 Penalty: 1051.546631
	Iteration 33Q: 3 clusters Score -4880232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4880260.000000 Penalty: 1051.546631
	Iteration 34Q: 3 clusters Score -4880260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103312 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4880279.000000 Penalty: 1051.546631
	Iteration 35Q: 3 clusters Score -4880279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4880305.000000 Penalty: 1051.546631
	Iteration 36Q: 3 clusters Score -4880305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103380 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4880318.000000 Penalty: 1051.546631
	Iteration 37Q: 3 clusters Score -4880318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4880318.000000 Penalty: 1051.546631
	Iteration 38Q: 3 clusters Score -4880318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4880329.500000 Penalty: 1051.546631
	Iteration 39Q: 3 clusters Score -4880330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4880326.500000 Penalty: 1051.546631
	Iteration 40F: 3 clusters Score -4880326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4880331.000000 Penalty: 1051.546631
	Iteration 41Q: 3 clusters Score -4880331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4880331.500000 Penalty: 1051.546631
	Iteration 42Q: 3 clusters Score -4880332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4880330.000000 Penalty: 1051.546631
	Iteration 43Q: 3 clusters Score -4880330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4880331.000000 Penalty: 1051.546631
	Iteration 44Q: 3 clusters Score -4880331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4880339.000000 Penalty: 1051.546631
	Iteration 45Q: 3 clusters Score -4880339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4880339.500000 Penalty: 1051.546631
	Iteration 46Q: 3 clusters Score -4880340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4880349.000000 Penalty: 1051.546631
	Iteration 47Q: 3 clusters Score -4880349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4880352.000000 Penalty: 1051.546631
	Iteration 48Q: 3 clusters Score -4880352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4880351.000000 Penalty: 1051.546631
	Iteration 49Q: 3 clusters Score -4880351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4880351.000000 Penalty: 1051.546631
	Iteration 50Q: 3 clusters Score -4880351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4880354.500000 Penalty: 1051.546631
	Iteration 51Q: 3 clusters Score -4880354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4880355.000000 Penalty: 1051.546631
	Iteration 52Q: 3 clusters Score -4880355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4880354.000000 Penalty: 1051.546631
	Iteration 53Q: 3 clusters Score -4880354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4880349.000000 Penalty: 1051.546631
	Iteration 54Q: 3 clusters Score -4880349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4880345.000000 Penalty: 1051.546631
	Iteration 55Q: 3 clusters Score -4880345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4880345.000000 Penalty: 1051.546631
	Iteration 56Q: 3 clusters Score -4880345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4880349.500000 Penalty: 1051.546631
	Iteration 57Q: 3 clusters Score -4880350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4880355.000000 Penalty: 1051.546631
	Iteration 58Q: 3 clusters Score -4880355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4880356.000000 Penalty: 1051.546631
	Iteration 59Q: 3 clusters Score -4880356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4880360.000000 Penalty: 1051.546631
	Iteration 60F: 3 clusters Score -4880360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -51405.777344 Penalty: 328.159393
	Iteration 0F: 2 clusters Score -51405.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -50444.074219 Penalty: 656.318787
	Iteration 0F: 3 clusters Score -50444.07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -51040.261719 Penalty: 656.318787
	Iteration 1F: 3 clusters Score -51040.26 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -51397.449219 Penalty: 656.318787
	Iteration 2F: 3 clusters Score -51397.45 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -51937.410156 Penalty: 656.318787
	Iteration 3F: 3 clusters Score -51937.41 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -52516.039062 Penalty: 656.318787
	Iteration 4F: 3 clusters Score -52516.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -52693.292969 Penalty: 656.318787
	Iteration 5F: 3 clusters Score -52693.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -52732.347656 Penalty: 656.318787
	Iteration 6Q: 3 clusters Score -52732.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -52735.625000 Penalty: 656.318787
	Iteration 7Q: 3 clusters Score -52735.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -52735.625000 Penalty: 656.318787
	Iteration 8F: 3 clusters Score -52735.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 149185 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23217592.000000 Penalty: 12576.582031
Splitting cluster 18 changes total score from -23210660.000000 to -23217592.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (149185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Entering Unmasked Estep 
Score: -6954801.000000 Penalty: 542.038879
	Iteration 0F: 2 clusters Score -6954801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -6855214.000000 Penalty: 1084.077759
	Iteration 0F: 3 clusters Score -6855214 nChanged 73177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -6901157.000000 Penalty: 1084.077759
	Iteration 1F: 3 clusters Score -6901157 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -6904764.000000 Penalty: 1084.077759
	Iteration 2Q: 3 clusters Score -6904764 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -6909872.000000 Penalty: 1084.077759
	Iteration 3F: 3 clusters Score -6909872 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79271 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -6917359.500000 Penalty: 1084.077759
	Iteration 4F: 3 clusters Score -6917360 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -6926462.000000 Penalty: 1084.077759
	Iteration 5F: 3 clusters Score -6926462 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -6933648.000000 Penalty: 1084.077759
	Iteration 6F: 3 clusters Score -6933648 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -6936933.000000 Penalty: 1084.077759
	Iteration 7Q: 3 clusters Score -6936933 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -6938054.000000 Penalty: 1084.077759
	Iteration 8Q: 3 clusters Score -6938054 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -6938574.500000 Penalty: 1084.077759
	Iteration 9Q: 3 clusters Score -6938574 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -6939129.500000 Penalty: 1084.077759
	Iteration 10Q: 3 clusters Score -6939130 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 76154 members 
Entering Unmasked Estep 
Score: -6939678.000000 Penalty: 1084.077759
	Iteration 11Q: 3 clusters Score -6939678 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -6940219.500000 Penalty: 1084.077759
	Iteration 12Q: 3 clusters Score -6940220 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -6940730.000000 Penalty: 1084.077759
	Iteration 13Q: 3 clusters Score -6940730 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -6941312.500000 Penalty: 1084.077759
	Iteration 14Q: 3 clusters Score -6941312 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -6941901.000000 Penalty: 1084.077759
	Iteration 15Q: 3 clusters Score -6941901 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -6942623.000000 Penalty: 1084.077759
	Iteration 16Q: 3 clusters Score -6942623 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -6943255.500000 Penalty: 1084.077759
	Iteration 17Q: 3 clusters Score -6943256 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -6943759.500000 Penalty: 1084.077759
	Iteration 18Q: 3 clusters Score -6943760 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -6944187.000000 Penalty: 1084.077759
	Iteration 19Q: 3 clusters Score -6944187 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -6944552.500000 Penalty: 1084.077759
	Iteration 20F: 3 clusters Score -6944552 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -6944906.000000 Penalty: 1084.077759
	Iteration 21Q: 3 clusters Score -6944906 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -6945175.000000 Penalty: 1084.077759
	Iteration 22Q: 3 clusters Score -6945175 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -6945466.500000 Penalty: 1084.077759
	Iteration 23Q: 3 clusters Score -6945466 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -6945640.500000 Penalty: 1084.077759
	Iteration 24Q: 3 clusters Score -6945640 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 89380 members 
Entering Unmasked Estep 
Score: -6945823.000000 Penalty: 1084.077759
	Iteration 25Q: 3 clusters Score -6945823 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -6945953.500000 Penalty: 1084.077759
	Iteration 26Q: 3 clusters Score -6945954 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -6946085.000000 Penalty: 1084.077759
	Iteration 27Q: 3 clusters Score -6946085 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -6946233.000000 Penalty: 1084.077759
	Iteration 28Q: 3 clusters Score -6946233 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -6946327.500000 Penalty: 1084.077759
	Iteration 29Q: 3 clusters Score -6946328 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
Score: -6946408.000000 Penalty: 1084.077759
	Iteration 30Q: 3 clusters Score -6946408 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -6946497.000000 Penalty: 1084.077759
	Iteration 31Q: 3 clusters Score -6946497 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -6946565.000000 Penalty: 1084.077759
	Iteration 32Q: 3 clusters Score -6946565 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -6946638.000000 Penalty: 1084.077759
	Iteration 33Q: 3 clusters Score -6946638 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
Score: -6946740.000000 Penalty: 1084.077759
	Iteration 34Q: 3 clusters Score -6946740 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -6946869.000000 Penalty: 1084.077759
	Iteration 35Q: 3 clusters Score -6946869 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -6946982.000000 Penalty: 1084.077759
	Iteration 36Q: 3 clusters Score -6946982 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50047 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -6947070.500000 Penalty: 1084.077759
	Iteration 37Q: 3 clusters Score -6947070 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -6947199.500000 Penalty: 1084.077759
	Iteration 38Q: 3 clusters Score -6947200 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -6947349.000000 Penalty: 1084.077759
	Iteration 39Q: 3 clusters Score -6947349 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -6947513.500000 Penalty: 1084.077759
	Iteration 40F: 3 clusters Score -6947514 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 102699 members 
Entering Unmasked Estep 
Score: -6947627.000000 Penalty: 1084.077759
	Iteration 41Q: 3 clusters Score -6947627 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -6947729.000000 Penalty: 1084.077759
	Iteration 42Q: 3 clusters Score -6947729 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -6947824.500000 Penalty: 1084.077759
	Iteration 43Q: 3 clusters Score -6947824 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 105290 members 
Entering Unmasked Estep 
Score: -6947947.000000 Penalty: 1084.077759
	Iteration 44Q: 3 clusters Score -6947947 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -6948038.500000 Penalty: 1084.077759
	Iteration 45Q: 3 clusters Score -6948038 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
Score: -6948139.500000 Penalty: 1084.077759
	Iteration 46Q: 3 clusters Score -6948140 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -6948249.500000 Penalty: 1084.077759
	Iteration 47Q: 3 clusters Score -6948250 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -6948399.500000 Penalty: 1084.077759
	Iteration 48Q: 3 clusters Score -6948400 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -6948532.500000 Penalty: 1084.077759
	Iteration 49Q: 3 clusters Score -6948532 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -6948569.000000 Penalty: 1084.077759
	Iteration 50Q: 3 clusters Score -6948569 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -6948703.000000 Penalty: 1084.077759
	Iteration 51Q: 3 clusters Score -6948703 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -6948827.000000 Penalty: 1084.077759
	Iteration 52Q: 3 clusters Score -6948827 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 112489 members 
Entering Unmasked Estep 
Score: -6948972.500000 Penalty: 1084.077759
	Iteration 53Q: 3 clusters Score -6948972 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -6949125.000000 Penalty: 1084.077759
	Iteration 54Q: 3 clusters Score -6949125 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -6949288.500000 Penalty: 1084.077759
	Iteration 55Q: 3 clusters Score -6949288 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -6949441.500000 Penalty: 1084.077759
	Iteration 56Q: 3 clusters Score -6949442 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -6949652.000000 Penalty: 1084.077759
	Iteration 57Q: 3 clusters Score -6949652 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -6949858.000000 Penalty: 1084.077759
	Iteration 58Q: 3 clusters Score -6949858 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -6950075.000000 Penalty: 1084.077759
	Iteration 59Q: 3 clusters Score -6950075 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -6950199.000000 Penalty: 1084.077759
	Iteration 60F: 3 clusters Score -6950199 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 120218 members 
Entering Unmasked Estep 
Score: -6950461.000000 Penalty: 1084.077759
	Iteration 61Q: 3 clusters Score -6950461 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -6950666.500000 Penalty: 1084.077759
	Iteration 62Q: 3 clusters Score -6950666 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 122217 members 
Entering Unmasked Estep 
Score: -6950833.000000 Penalty: 1084.077759
	Iteration 63Q: 3 clusters Score -6950833 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -6951062.000000 Penalty: 1084.077759
	Iteration 64Q: 3 clusters Score -6951062 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -6951266.500000 Penalty: 1084.077759
	Iteration 65Q: 3 clusters Score -6951266 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -6951475.000000 Penalty: 1084.077759
	Iteration 66Q: 3 clusters Score -6951475 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 126105 members 
Entering Unmasked Estep 
Score: -6951688.000000 Penalty: 1084.077759
	Iteration 67Q: 3 clusters Score -6951688 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 127083 members 
Entering Unmasked Estep 
Score: -6951936.000000 Penalty: 1084.077759
	Iteration 68Q: 3 clusters Score -6951936 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -6952216.000000 Penalty: 1084.077759
	Iteration 69Q: 3 clusters Score -6952216 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -6952433.500000 Penalty: 1084.077759
	Iteration 70Q: 3 clusters Score -6952434 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
Score: -6952645.500000 Penalty: 1084.077759
	Iteration 71Q: 3 clusters Score -6952646 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -6952877.000000 Penalty: 1084.077759
	Iteration 72Q: 3 clusters Score -6952877 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -6953131.000000 Penalty: 1084.077759
	Iteration 73Q: 3 clusters Score -6953131 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 132893 members 
Entering Unmasked Estep 
Score: -6953367.500000 Penalty: 1084.077759
	Iteration 74Q: 3 clusters Score -6953368 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -6953585.500000 Penalty: 1084.077759
	Iteration 75Q: 3 clusters Score -6953586 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 134585 members 
Entering Unmasked Estep 
Score: -6953785.500000 Penalty: 1084.077759
	Iteration 76Q: 3 clusters Score -6953786 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -6953988.500000 Penalty: 1084.077759
	Iteration 77Q: 3 clusters Score -6953988 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 136176 members 
Entering Unmasked Estep 
Score: -6954232.000000 Penalty: 1084.077759
	Iteration 78Q: 3 clusters Score -6954232 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 136935 members 
Entering Unmasked Estep 
Score: -6954476.500000 Penalty: 1084.077759
	Iteration 79Q: 3 clusters Score -6954476 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 137694 members 
Entering Unmasked Estep 
Score: -6954684.500000 Penalty: 1084.077759
	Iteration 80F: 3 clusters Score -6954684 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 138460 members 
Entering Unmasked Estep 
Score: -6954877.500000 Penalty: 1084.077759
	Iteration 81Q: 3 clusters Score -6954878 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 139253 members 
Entering Unmasked Estep 
Score: -6955017.000000 Penalty: 1084.077759
	Iteration 82Q: 3 clusters Score -6955017 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -6955167.000000 Penalty: 1084.077759
	Iteration 83Q: 3 clusters Score -6955167 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -6955339.000000 Penalty: 1084.077759
	Iteration 84Q: 3 clusters Score -6955339 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 141581 members 
Entering Unmasked Estep 
Score: -6955462.000000 Penalty: 1084.077759
	Iteration 85Q: 3 clusters Score -6955462 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 142325 members 
Entering Unmasked Estep 
Score: -6955596.500000 Penalty: 1084.077759
	Iteration 86Q: 3 clusters Score -6955596 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -6955719.500000 Penalty: 1084.077759
	Iteration 87Q: 3 clusters Score -6955720 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 143631 members 
Entering Unmasked Estep 
Score: -6955767.500000 Penalty: 1084.077759
	Iteration 88Q: 3 clusters Score -6955768 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -6955810.000000 Penalty: 1084.077759
	Iteration 89Q: 3 clusters Score -6955810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -6955825.500000 Penalty: 1084.077759
	Iteration 90Q: 3 clusters Score -6955826 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 145050 members 
Entering Unmasked Estep 
Score: -6955824.000000 Penalty: 1084.077759
	Iteration 91Q: 3 clusters Score -6955824 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 145389 members 
Entering Unmasked Estep 
Score: -6955813.500000 Penalty: 1084.077759
	Iteration 92Q: 3 clusters Score -6955814 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 145652 members 
Entering Unmasked Estep 
Score: -6955768.000000 Penalty: 1084.077759
	Iteration 93Q: 3 clusters Score -6955768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -6955727.500000 Penalty: 1084.077759
	Iteration 94Q: 3 clusters Score -6955728 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 146089 members 
Entering Unmasked Estep 
Score: -6955760.500000 Penalty: 1084.077759
	Iteration 95Q: 3 clusters Score -6955760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -6955776.000000 Penalty: 1084.077759
	Iteration 96Q: 3 clusters Score -6955776 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 146436 members 
Entering Unmasked Estep 
Score: -6955755.000000 Penalty: 1084.077759
	Iteration 97Q: 3 clusters Score -6955755 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -6955742.500000 Penalty: 1084.077759
	Iteration 98Q: 3 clusters Score -6955742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 146690 members 
Entering Unmasked Estep 
Score: -6955728.000000 Penalty: 1084.077759
	Iteration 99Q: 3 clusters Score -6955728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 146778 members 
Entering Unmasked Estep 
Score: -6955698.500000 Penalty: 1084.077759
	Iteration 100F: 3 clusters Score -6955698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -6955684.000000 Penalty: 1084.077759
	Iteration 101Q: 3 clusters Score -6955684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -6955664.000000 Penalty: 1084.077759
	Iteration 102Q: 3 clusters Score -6955664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 146974 members 
Entering Unmasked Estep 
Score: -6955645.000000 Penalty: 1084.077759
	Iteration 103Q: 3 clusters Score -6955645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -6955634.500000 Penalty: 1084.077759
	Iteration 104Q: 3 clusters Score -6955634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 147079 members 
Entering Unmasked Estep 
Score: -6955613.000000 Penalty: 1084.077759
	Iteration 105Q: 3 clusters Score -6955613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -6955609.000000 Penalty: 1084.077759
	Iteration 106Q: 3 clusters Score -6955609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 147165 members 
Entering Unmasked Estep 
Score: -6955597.500000 Penalty: 1084.077759
	Iteration 107Q: 3 clusters Score -6955598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -6955587.500000 Penalty: 1084.077759
	Iteration 108Q: 3 clusters Score -6955588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -6955575.500000 Penalty: 1084.077759
	Iteration 109Q: 3 clusters Score -6955576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -6955568.000000 Penalty: 1084.077759
	Iteration 110Q: 3 clusters Score -6955568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
Score: -6955557.000000 Penalty: 1084.077759
	Iteration 111Q: 3 clusters Score -6955557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 147329 members 
Entering Unmasked Estep 
Score: -6955548.500000 Penalty: 1084.077759
	Iteration 112Q: 3 clusters Score -6955548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 147360 members 
Entering Unmasked Estep 
Score: -6955545.000000 Penalty: 1084.077759
	Iteration 113Q: 3 clusters Score -6955545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 147379 members 
Entering Unmasked Estep 
Score: -6955540.500000 Penalty: 1084.077759
	Iteration 114Q: 3 clusters Score -6955540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 147396 members 
Entering Unmasked Estep 
Score: -6955538.500000 Penalty: 1084.077759
	Iteration 115Q: 3 clusters Score -6955538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 147414 members 
Entering Unmasked Estep 
Score: -6955529.500000 Penalty: 1084.077759
	Iteration 116Q: 3 clusters Score -6955530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 147435 members 
Entering Unmasked Estep 
Score: -6955517.000000 Penalty: 1084.077759
	Iteration 117Q: 3 clusters Score -6955517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -6955518.000000 Penalty: 1084.077759
	Iteration 118Q: 3 clusters Score -6955518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -6955515.000000 Penalty: 1084.077759
	Iteration 119Q: 3 clusters Score -6955515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -6955515.000000 Penalty: 1084.077759
	Iteration 120F: 3 clusters Score -6955515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 147473 members 
Entering Unmasked Estep 
Score: -6955518.500000 Penalty: 1084.077759
	Iteration 121Q: 3 clusters Score -6955518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -6955522.000000 Penalty: 1084.077759
	Iteration 122Q: 3 clusters Score -6955522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -6955522.000000 Penalty: 1084.077759
	Iteration 123Q: 3 clusters Score -6955522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 147478 members 
Entering Unmasked Estep 
Score: -6955521.500000 Penalty: 1084.077759
	Iteration 124Q: 3 clusters Score -6955522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -6955521.000000 Penalty: 1084.077759
	Iteration 125Q: 3 clusters Score -6955521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 147480 members 
Entering Unmasked Estep 
Score: -6955515.000000 Penalty: 1084.077759
	Iteration 126Q: 3 clusters Score -6955515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 147482 members 
Entering Unmasked Estep 
Score: -6955517.500000 Penalty: 1084.077759
	Iteration 127Q: 3 clusters Score -6955518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -6955517.500000 Penalty: 1084.077759
	Iteration 128Q: 3 clusters Score -6955518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 147483 members 
Entering Unmasked Estep 
Score: -6955517.500000 Penalty: 1084.077759
	Iteration 129F: 3 clusters Score -6955518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 147483 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
Score: -23218148.000000 Penalty: 13175.466797
Splitting cluster 19 changes total score from -23210660.000000 to -23218148.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 22 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -28318.140625 Penalty: 297.485352
	Iteration 0F: 2 clusters Score -28318.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27719.599609 Penalty: 594.970703
	Iteration 0F: 3 clusters Score -27719.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27899.722656 Penalty: 594.970703
	Iteration 1F: 3 clusters Score -27899.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27950.132812 Penalty: 594.970703
	Iteration 2F: 3 clusters Score -27950.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -27985.341797 Penalty: 594.970703
	Iteration 3F: 3 clusters Score -27985.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -28006.652344 Penalty: 594.970703
	Iteration 4Q: 3 clusters Score -28006.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -28024.847656 Penalty: 594.970703
	Iteration 5Q: 3 clusters Score -28024.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -28041.615234 Penalty: 594.970703
	Iteration 6Q: 3 clusters Score -28041.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -28055.197266 Penalty: 594.970703
	Iteration 7Q: 3 clusters Score -28055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28062.142578 Penalty: 594.970703
	Iteration 8Q: 3 clusters Score -28062.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -28063.671875 Penalty: 594.970703
	Iteration 9Q: 3 clusters Score -28063.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28064.744141 Penalty: 594.970703
	Iteration 10Q: 3 clusters Score -28064.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -28065.728516 Penalty: 594.970703
	Iteration 11Q: 3 clusters Score -28065.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -28067.802734 Penalty: 594.970703
	Iteration 12Q: 3 clusters Score -28067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -28069.308594 Penalty: 594.970703
	Iteration 13Q: 3 clusters Score -28069.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -28069.880859 Penalty: 594.970703
	Iteration 14Q: 3 clusters Score -28069.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -28070.425781 Penalty: 594.970703
	Iteration 15Q: 3 clusters Score -28070.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -28070.654297 Penalty: 594.970703
	Iteration 16Q: 3 clusters Score -28070.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -28070.654297 Penalty: 594.970703
	Iteration 17F: 3 clusters Score -28070.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 5 contains 775 members 
Mstep: Class 6 contains 37830 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 150470 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220800.000000 Penalty: 13175.466797
Iteration 39Q: 23 clusters Score -2.32208e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 805 members 
Mstep: Class 6 contains 37477 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 13495 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1403 members 
Mstep: Class 13 contains 155707 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 104771 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 142988 members 
Mstep: Class 22 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223678.000000 Penalty: 13175.466797
Iteration 40F: 23 clusters Score -2.322368e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 839 members 
Mstep: Class 6 contains 36892 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 12738 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 160295 members 
Mstep: Class 14 contains 2967 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 104702 members 
Mstep: Class 18 contains 517 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 832 members 
Mstep: Class 21 contains 140147 members 
Mstep: Class 22 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225018.000000 Penalty: 13175.466797
Iteration 41Q: 23 clusters Score -2.322502e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 868 members 
Mstep: Class 6 contains 36285 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 11998 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 1452 members 
Mstep: Class 13 contains 164597 members 
Mstep: Class 14 contains 2938 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 6043 members 
Mstep: Class 17 contains 104711 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 830 members 
Mstep: Class 21 contains 137493 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225996.000000 Penalty: 13175.466797
Iteration 42Q: 23 clusters Score -2.3226e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 905 members 
Mstep: Class 6 contains 35669 members 
Mstep: Class 7 contains 2228 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 168524 members 
Mstep: Class 14 contains 2903 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 6264 members 
Mstep: Class 17 contains 104766 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 829 members 
Mstep: Class 21 contains 135165 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226672.000000 Penalty: 13175.466797
Iteration 43Q: 23 clusters Score -2.322667e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 938 members 
Mstep: Class 6 contains 35087 members 
Mstep: Class 7 contains 2231 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 3104 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 172162 members 
Mstep: Class 14 contains 2877 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 104917 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 132915 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226722.000000 Penalty: 13175.466797
Iteration 44Q: 23 clusters Score -2.322672e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 34514 members 
Mstep: Class 7 contains 2233 members 
Mstep: Class 8 contains 3295 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 175796 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 6531 members 
Mstep: Class 17 contains 105060 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 130567 members 
Mstep: Class 22 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226502.000000 Penalty: 13175.466797
Iteration 45Q: 23 clusters Score -2.32265e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 33968 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 1547 members 
Mstep: Class 13 contains 179178 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 105209 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 128298 members 
Mstep: Class 22 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226438.000000 Penalty: 13175.466797
Iteration 46Q: 23 clusters Score -2.322644e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 3211 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1038 members 
Mstep: Class 6 contains 33461 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 182272 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 105369 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 126175 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226216.000000 Penalty: 13175.466797
Iteration 47Q: 23 clusters Score -2.322622e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 32994 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 7717 members 
Mstep: Class 10 contains 3156 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 185134 members 
Mstep: Class 14 contains 2681 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 105473 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 124191 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225844.000000 Penalty: 13175.466797
Iteration 48Q: 23 clusters Score -2.322584e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1148 members 
Mstep: Class 6 contains 32593 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 10 contains 3184 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 187743 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 6923 members 
Mstep: Class 17 contains 105494 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2065 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 122410 members 
Mstep: Class 22 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225560.000000 Penalty: 13175.466797
Iteration 49Q: 23 clusters Score -2.322556e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 32209 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 3217 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 189965 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 105465 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 120937 members 
Mstep: Class 22 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225050.000000 Penalty: 13175.466797
Iteration 50Q: 23 clusters Score -2.322505e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1293 members 
Mstep: Class 6 contains 31857 members 
Mstep: Class 7 contains 2244 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 6035 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 191845 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 105405 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2068 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 119775 members 
Mstep: Class 22 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224784.000000 Penalty: 13175.466797
Iteration 51Q: 23 clusters Score -2.322478e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 31557 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 5611 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 193320 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 7155 members 
Mstep: Class 17 contains 105347 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 118833 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224372.000000 Penalty: 13175.466797
Iteration 52Q: 23 clusters Score -2.322437e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 31294 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 194543 members 
Mstep: Class 14 contains 2531 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 105266 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2085 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 118101 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223892.000000 Penalty: 13175.466797
Iteration 53Q: 23 clusters Score -2.322389e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 31049 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 1512 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 2009 members 
Mstep: Class 13 contains 195484 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 105137 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 117647 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223540.000000 Penalty: 13175.466797
Iteration 54Q: 23 clusters Score -2.322354e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3220 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 30829 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 403 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 196155 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 105015 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2085 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 117442 members 
Mstep: Class 22 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223432.000000 Penalty: 13175.466797
Iteration 55Q: 23 clusters Score -2.322343e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 30655 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 196696 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 104831 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 117338 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223032.000000 Penalty: 13175.466797
Iteration 56Q: 23 clusters Score -2.322303e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1748 members 
Mstep: Class 6 contains 30523 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 197013 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 104640 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 117424 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222782.000000 Penalty: 13175.466797
Iteration 57Q: 23 clusters Score -2.322278e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1774 members 
Mstep: Class 6 contains 30404 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 197063 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 104445 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 117676 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222454.000000 Penalty: 13175.466797
Iteration 58Q: 23 clusters Score -2.322245e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1785 members 
Mstep: Class 6 contains 30312 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 196918 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 104266 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 118044 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222266.000000 Penalty: 13175.466797
Iteration 59Q: 23 clusters Score -2.322227e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 30253 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 3436 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 196597 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 104113 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 118513 members 
Mstep: Class 22 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222506.000000 Penalty: 13175.466797
Iteration 60F: 23 clusters Score -2.322251e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 30169 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 1239 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2391 members 
Mstep: Class 13 contains 196392 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7573 members 
Mstep: Class 17 contains 103844 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2207 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 118876 members 
Mstep: Class 22 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 23 clusters Score -2.322235e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 30061 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 3151 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 13 contains 196026 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 103605 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 119392 members 
Mstep: Class 22 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222076.000000 Penalty: 13175.466797
Iteration 62Q: 23 clusters Score -2.322208e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 29965 members 
Mstep: Class 7 contains 2264 members 
Mstep: Class 8 contains 1238 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2511 members 
Mstep: Class 13 contains 195472 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 103363 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 120040 members 
Mstep: Class 22 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221798.000000 Penalty: 13175.466797
Iteration 63Q: 23 clusters Score -2.32218e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 194792 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7671 members 
Mstep: Class 17 contains 103168 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 120765 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221536.000000 Penalty: 13175.466797
Iteration 64Q: 23 clusters Score -2.322154e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 29787 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 193985 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 103006 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 121560 members 
Mstep: Class 22 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221318.000000 Penalty: 13175.466797
Iteration 65Q: 23 clusters Score -2.322132e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 29733 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 3601 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2648 members 
Mstep: Class 13 contains 193033 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 7752 members 
Mstep: Class 17 contains 102854 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 122515 members 
Mstep: Class 22 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221168.000000 Penalty: 13175.466797
Iteration 66Q: 23 clusters Score -2.322117e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 29736 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 191978 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 7781 members 
Mstep: Class 17 contains 102703 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 123526 members 
Mstep: Class 22 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221212.000000 Penalty: 13175.466797
Iteration 67Q: 23 clusters Score -2.322121e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 29744 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2710 members 
Mstep: Class 13 contains 190829 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 7806 members 
Mstep: Class 17 contains 102581 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 124577 members 
Mstep: Class 22 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221040.000000 Penalty: 13175.466797
Iteration 68Q: 23 clusters Score -2.322104e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 29748 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 189524 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 7842 members 
Mstep: Class 17 contains 102505 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 125718 members 
Mstep: Class 22 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221058.000000 Penalty: 13175.466797
Iteration 69Q: 23 clusters Score -2.322106e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 2302 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 29750 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 188023 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 7870 members 
Mstep: Class 17 contains 102440 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2702 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 127014 members 
Mstep: Class 22 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221338.000000 Penalty: 13175.466797
Iteration 70Q: 23 clusters Score -2.322134e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 29737 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 3702 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 186469 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 7907 members 
Mstep: Class 17 contains 102367 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2753 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 128359 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221458.000000 Penalty: 13175.466797
Iteration 71Q: 23 clusters Score -2.322146e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 29733 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2785 members 
Mstep: Class 13 contains 184818 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 7939 members 
Mstep: Class 17 contains 102317 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 129714 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221724.000000 Penalty: 13175.466797
Iteration 72Q: 23 clusters Score -2.322172e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 29735 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 2130 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 183183 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 102289 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 131101 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221844.000000 Penalty: 13175.466797
Iteration 73Q: 23 clusters Score -2.322184e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 29710 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 181528 members 
Mstep: Class 14 contains 2429 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 7987 members 
Mstep: Class 17 contains 102263 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 132539 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221948.000000 Penalty: 13175.466797
Iteration 74Q: 23 clusters Score -2.322195e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 29660 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 179872 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 102242 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3034 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 134031 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222102.000000 Penalty: 13175.466797
Iteration 75Q: 23 clusters Score -2.32221e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1896 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 29615 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 3800 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 178103 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 102240 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3120 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 135599 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222286.000000 Penalty: 13175.466797
Iteration 76Q: 23 clusters Score -2.322229e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 29560 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 176335 members 
Mstep: Class 14 contains 2425 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 102242 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3207 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 137204 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222608.000000 Penalty: 13175.466797
Iteration 77Q: 23 clusters Score -2.322261e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1788 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 29481 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 1913 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 174621 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 102248 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 138782 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222982.000000 Penalty: 13175.466797
Iteration 78Q: 23 clusters Score -2.322298e+07 nChanged 2653
Entering ConstructFrom: 
Score: -23222982.000000 Penalty: 13175.466797
Entering ConstructFrom: 
Trying to split cluster 1 (39786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Entering Unmasked Estep 
Score: -1751335.875000 Penalty: 481.902802
	Iteration 0F: 2 clusters Score -1751336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1724680.500000 Penalty: 963.805603
	Iteration 0F: 3 clusters Score -1724680 nChanged 19180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1736026.000000 Penalty: 963.805603
	Iteration 1F: 3 clusters Score -1736026 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1736475.750000 Penalty: 963.805603
	Iteration 2Q: 3 clusters Score -1736476 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1737039.625000 Penalty: 963.805603
	Iteration 3Q: 3 clusters Score -1737040 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1737687.875000 Penalty: 963.805603
	Iteration 4Q: 3 clusters Score -1737688 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1738560.875000 Penalty: 963.805603
	Iteration 5Q: 3 clusters Score -1738561 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1739756.375000 Penalty: 963.805603
	Iteration 6Q: 3 clusters Score -1739756 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1741261.750000 Penalty: 963.805603
	Iteration 7F: 3 clusters Score -1741262 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1743004.500000 Penalty: 963.805603
	Iteration 8F: 3 clusters Score -1743004 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1744706.000000 Penalty: 963.805603
	Iteration 9F: 3 clusters Score -1744706 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1746081.875000 Penalty: 963.805603
	Iteration 10Q: 3 clusters Score -1746082 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1747130.250000 Penalty: 963.805603
	Iteration 11Q: 3 clusters Score -1747130 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1748017.625000 Penalty: 963.805603
	Iteration 12Q: 3 clusters Score -1748018 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1748784.625000 Penalty: 963.805603
	Iteration 13Q: 3 clusters Score -1748785 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1749405.875000 Penalty: 963.805603
	Iteration 14Q: 3 clusters Score -1749406 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1749862.375000 Penalty: 963.805603
	Iteration 15Q: 3 clusters Score -1749862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1750188.000000 Penalty: 963.805603
	Iteration 16Q: 3 clusters Score -1750188 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1750430.375000 Penalty: 963.805603
	Iteration 17Q: 3 clusters Score -1750430 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1750573.375000 Penalty: 963.805603
	Iteration 18Q: 3 clusters Score -1750573 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1750678.500000 Penalty: 963.805603
	Iteration 19Q: 3 clusters Score -1750678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1750753.125000 Penalty: 963.805603
	Iteration 20F: 3 clusters Score -1750753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1750795.000000 Penalty: 963.805603
	Iteration 21Q: 3 clusters Score -1750795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1750822.750000 Penalty: 963.805603
	Iteration 22Q: 3 clusters Score -1750823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1750842.625000 Penalty: 963.805603
	Iteration 23Q: 3 clusters Score -1750843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1750857.125000 Penalty: 963.805603
	Iteration 24Q: 3 clusters Score -1750857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1750875.250000 Penalty: 963.805603
	Iteration 25Q: 3 clusters Score -1750875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1750883.750000 Penalty: 963.805603
	Iteration 26Q: 3 clusters Score -1750884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1750888.000000 Penalty: 963.805603
	Iteration 27Q: 3 clusters Score -1750888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1750894.875000 Penalty: 963.805603
	Iteration 28Q: 3 clusters Score -1750895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1750903.625000 Penalty: 963.805603
	Iteration 29Q: 3 clusters Score -1750904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1750912.250000 Penalty: 963.805603
	Iteration 30Q: 3 clusters Score -1750912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1750914.125000 Penalty: 963.805603
	Iteration 31Q: 3 clusters Score -1750914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1750916.375000 Penalty: 963.805603
	Iteration 32Q: 3 clusters Score -1750916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1750920.625000 Penalty: 963.805603
	Iteration 33Q: 3 clusters Score -1750921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1750922.750000 Penalty: 963.805603
	Iteration 34Q: 3 clusters Score -1750923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1750927.750000 Penalty: 963.805603
	Iteration 35Q: 3 clusters Score -1750928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1750934.750000 Penalty: 963.805603
	Iteration 36Q: 3 clusters Score -1750935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1750935.250000 Penalty: 963.805603
	Iteration 37Q: 3 clusters Score -1750935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1750938.125000 Penalty: 963.805603
	Iteration 38Q: 3 clusters Score -1750938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1750938.000000 Penalty: 963.805603
	Iteration 39Q: 3 clusters Score -1750938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1750938.875000 Penalty: 963.805603
	Iteration 40F: 3 clusters Score -1750939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1750944.250000 Penalty: 963.805603
	Iteration 41Q: 3 clusters Score -1750944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1750944.250000 Penalty: 963.805603
	Iteration 42F: 3 clusters Score -1750944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Entering Unmasked Estep 
Score: -82543.867188 Penalty: 339.791382
	Iteration 0F: 2 clusters Score -82543.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -81245.625000 Penalty: 679.582764
	Iteration 0F: 3 clusters Score -81245.62 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -81710.859375 Penalty: 679.582764
	Iteration 1F: 3 clusters Score -81710.86 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -81796.382812 Penalty: 679.582764
	Iteration 2F: 3 clusters Score -81796.38 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -81867.000000 Penalty: 679.582764
	Iteration 3F: 3 clusters Score -81867 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -81931.960938 Penalty: 679.582764
	Iteration 4F: 3 clusters Score -81931.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -82002.445312 Penalty: 679.582764
	Iteration 5Q: 3 clusters Score -82002.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -82065.593750 Penalty: 679.582764
	Iteration 6Q: 3 clusters Score -82065.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -82117.187500 Penalty: 679.582764
	Iteration 7Q: 3 clusters Score -82117.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -82160.375000 Penalty: 679.582764
	Iteration 8Q: 3 clusters Score -82160.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -82196.382812 Penalty: 679.582764
	Iteration 9Q: 3 clusters Score -82196.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -82221.984375 Penalty: 679.582764
	Iteration 10Q: 3 clusters Score -82221.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -82234.171875 Penalty: 679.582764
	Iteration 11Q: 3 clusters Score -82234.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -82242.078125 Penalty: 679.582764
	Iteration 12Q: 3 clusters Score -82242.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -82247.968750 Penalty: 679.582764
	Iteration 13Q: 3 clusters Score -82247.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -82255.039062 Penalty: 679.582764
	Iteration 14Q: 3 clusters Score -82255.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -82260.414062 Penalty: 679.582764
	Iteration 15Q: 3 clusters Score -82260.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -82264.000000 Penalty: 679.582764
	Iteration 16Q: 3 clusters Score -82264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -82269.046875 Penalty: 679.582764
	Iteration 17Q: 3 clusters Score -82269.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -82275.585938 Penalty: 679.582764
	Iteration 18Q: 3 clusters Score -82275.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -82278.906250 Penalty: 679.582764
	Iteration 19Q: 3 clusters Score -82278.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -82283.164062 Penalty: 679.582764
	Iteration 20F: 3 clusters Score -82283.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -82287.773438 Penalty: 679.582764
	Iteration 21Q: 3 clusters Score -82287.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -82287.968750 Penalty: 679.582764
	Iteration 22Q: 3 clusters Score -82287.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -82287.968750 Penalty: 679.582764
	Iteration 23F: 3 clusters Score -82287.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -19011.658203 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -19011.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18571.716797 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -18571.72 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18666.316406 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -18666.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18698.375000 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -18698.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18715.750000 Penalty: 551.804443
	Iteration 3Q: 3 clusters Score -18715.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18726.484375 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -18726.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18740.685547 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -18740.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18750.683594 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -18750.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -18757.236328 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -18757.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -18762.015625 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -18762.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18767.802734 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -18767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18779.345703 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -18779.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18788.847656 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -18788.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -18800.990234 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -18800.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18811.220703 Penalty: 551.804443
	Iteration 13Q: 3 clusters Score -18811.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18817.628906 Penalty: 551.804443
	Iteration 14Q: 3 clusters Score -18817.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18823.101562 Penalty: 551.804443
	Iteration 15Q: 3 clusters Score -18823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -18828.716797 Penalty: 551.804443
	Iteration 16Q: 3 clusters Score -18828.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18832.765625 Penalty: 551.804443
	Iteration 17Q: 3 clusters Score -18832.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -18833.351562 Penalty: 551.804443
	Iteration 18Q: 3 clusters Score -18833.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18834.203125 Penalty: 551.804443
	Iteration 19Q: 3 clusters Score -18834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18834.203125 Penalty: 551.804443
	Iteration 20F: 3 clusters Score -18834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -40964.257812 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -40964.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -40216.250000 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -40216.25 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -40697.441406 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -40697.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40892.449219 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -40892.45 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -41045.359375 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -41045.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -41172.882812 Penalty: 631.560242
	Iteration 4F: 3 clusters Score -41172.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -41260.925781 Penalty: 631.560242
	Iteration 5F: 3 clusters Score -41260.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -41282.570312 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -41282.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -41307.761719 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -41307.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -41329.609375 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -41329.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -41369.871094 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -41369.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -41429.417969 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -41429.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -41473.648438 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -41473.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -41493.195312 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -41493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -41494.218750 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -41494.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -41494.976562 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -41494.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -41494.976562 Penalty: 631.560242
	Iteration 15F: 3 clusters Score -41494.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 172844 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 102230 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 140471 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 800 members 
Entering Unmasked Estep 
Score: -23223502.000000 Penalty: 13774.352539
Splitting cluster 4 changes total score from -23222982.000000 to -23223502.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -168787.968750 Penalty: 370.490356
	Iteration 0F: 2 clusters Score -168788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -166398.593750 Penalty: 740.980713
	Iteration 0F: 3 clusters Score -166398.6 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -167296.390625 Penalty: 740.980713
	Iteration 1F: 3 clusters Score -167296.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -167520.937500 Penalty: 740.980713
	Iteration 2F: 3 clusters Score -167520.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -167768.640625 Penalty: 740.980713
	Iteration 3F: 3 clusters Score -167768.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -168063.250000 Penalty: 740.980713
	Iteration 4F: 3 clusters Score -168063.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -168308.484375 Penalty: 740.980713
	Iteration 5F: 3 clusters Score -168308.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -168419.578125 Penalty: 740.980713
	Iteration 6Q: 3 clusters Score -168419.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168453.500000 Penalty: 740.980713
	Iteration 7Q: 3 clusters Score -168453.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -168477.437500 Penalty: 740.980713
	Iteration 8Q: 3 clusters Score -168477.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -168494.453125 Penalty: 740.980713
	Iteration 9Q: 3 clusters Score -168494.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -168505.015625 Penalty: 740.980713
	Iteration 10Q: 3 clusters Score -168505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -168518.687500 Penalty: 740.980713
	Iteration 11Q: 3 clusters Score -168518.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -168528.671875 Penalty: 740.980713
	Iteration 12Q: 3 clusters Score -168528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -168532.640625 Penalty: 740.980713
	Iteration 13Q: 3 clusters Score -168532.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -168536.109375 Penalty: 740.980713
	Iteration 14Q: 3 clusters Score -168536.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168540.000000 Penalty: 740.980713
	Iteration 15Q: 3 clusters Score -168540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168542.921875 Penalty: 740.980713
	Iteration 16Q: 3 clusters Score -168542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168544.109375 Penalty: 740.980713
	Iteration 17Q: 3 clusters Score -168544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168544.234375 Penalty: 740.980713
	Iteration 18Q: 3 clusters Score -168544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168544.640625 Penalty: 740.980713
	Iteration 19Q: 3 clusters Score -168544.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168544.640625 Penalty: 740.980713
	Iteration 20F: 3 clusters Score -168544.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Entering Unmasked Estep 
Score: -1413632.750000 Penalty: 468.125732
	Iteration 0F: 2 clusters Score -1413633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1393893.500000 Penalty: 936.251465
	Iteration 0F: 3 clusters Score -1393894 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1402842.250000 Penalty: 936.251465
	Iteration 1F: 3 clusters Score -1402842 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1403994.000000 Penalty: 936.251465
	Iteration 2F: 3 clusters Score -1403994 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1405582.500000 Penalty: 936.251465
	Iteration 3F: 3 clusters Score -1405582 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1407564.500000 Penalty: 936.251465
	Iteration 4F: 3 clusters Score -1407564 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1409533.875000 Penalty: 936.251465
	Iteration 5F: 3 clusters Score -1409534 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1410878.875000 Penalty: 936.251465
	Iteration 6Q: 3 clusters Score -1410879 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1411533.625000 Penalty: 936.251465
	Iteration 7Q: 3 clusters Score -1411534 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1411877.250000 Penalty: 936.251465
	Iteration 8Q: 3 clusters Score -1411877 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1412122.625000 Penalty: 936.251465
	Iteration 9Q: 3 clusters Score -1412123 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1412304.125000 Penalty: 936.251465
	Iteration 10Q: 3 clusters Score -1412304 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1412481.125000 Penalty: 936.251465
	Iteration 11Q: 3 clusters Score -1412481 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1412626.875000 Penalty: 936.251465
	Iteration 12Q: 3 clusters Score -1412627 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1412737.875000 Penalty: 936.251465
	Iteration 13Q: 3 clusters Score -1412738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1412828.375000 Penalty: 936.251465
	Iteration 14Q: 3 clusters Score -1412828 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1412894.625000 Penalty: 936.251465
	Iteration 15Q: 3 clusters Score -1412895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1412960.125000 Penalty: 936.251465
	Iteration 16Q: 3 clusters Score -1412960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1413004.000000 Penalty: 936.251465
	Iteration 17Q: 3 clusters Score -1413004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1413035.375000 Penalty: 936.251465
	Iteration 18Q: 3 clusters Score -1413035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1413070.375000 Penalty: 936.251465
	Iteration 19Q: 3 clusters Score -1413070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1413096.875000 Penalty: 936.251465
	Iteration 20F: 3 clusters Score -1413097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1413113.125000 Penalty: 936.251465
	Iteration 21Q: 3 clusters Score -1413113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1413130.500000 Penalty: 936.251465
	Iteration 22Q: 3 clusters Score -1413130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1413150.500000 Penalty: 936.251465
	Iteration 23Q: 3 clusters Score -1413150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1413166.750000 Penalty: 936.251465
	Iteration 24Q: 3 clusters Score -1413167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1413185.125000 Penalty: 936.251465
	Iteration 25Q: 3 clusters Score -1413185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1413202.875000 Penalty: 936.251465
	Iteration 26Q: 3 clusters Score -1413203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1413210.875000 Penalty: 936.251465
	Iteration 27Q: 3 clusters Score -1413211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1413221.875000 Penalty: 936.251465
	Iteration 28Q: 3 clusters Score -1413222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1413229.125000 Penalty: 936.251465
	Iteration 29Q: 3 clusters Score -1413229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1413235.625000 Penalty: 936.251465
	Iteration 30Q: 3 clusters Score -1413236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1413247.500000 Penalty: 936.251465
	Iteration 31Q: 3 clusters Score -1413248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1413258.125000 Penalty: 936.251465
	Iteration 32Q: 3 clusters Score -1413258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1413261.375000 Penalty: 936.251465
	Iteration 33Q: 3 clusters Score -1413261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1413263.875000 Penalty: 936.251465
	Iteration 34Q: 3 clusters Score -1413264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1413269.500000 Penalty: 936.251465
	Iteration 35Q: 3 clusters Score -1413270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1413274.375000 Penalty: 936.251465
	Iteration 36Q: 3 clusters Score -1413274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1413278.000000 Penalty: 936.251465
	Iteration 37Q: 3 clusters Score -1413278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1413282.250000 Penalty: 936.251465
	Iteration 38Q: 3 clusters Score -1413282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1413281.250000 Penalty: 936.251465
	Iteration 39Q: 3 clusters Score -1413281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1413283.500000 Penalty: 936.251465
	Iteration 40F: 3 clusters Score -1413284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1413286.750000 Penalty: 936.251465
	Iteration 41Q: 3 clusters Score -1413287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1413287.875000 Penalty: 936.251465
	Iteration 42Q: 3 clusters Score -1413288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1413287.625000 Penalty: 936.251465
	Iteration 43Q: 3 clusters Score -1413288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1413287.750000 Penalty: 936.251465
	Iteration 44Q: 3 clusters Score -1413288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1413290.375000 Penalty: 936.251465
	Iteration 45Q: 3 clusters Score -1413290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1413287.250000 Penalty: 936.251465
	Iteration 46Q: 3 clusters Score -1413287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1413289.125000 Penalty: 936.251465
	Iteration 47Q: 3 clusters Score -1413289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1413289.375000 Penalty: 936.251465
	Iteration 48Q: 3 clusters Score -1413289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1413289.000000 Penalty: 936.251465
	Iteration 49Q: 3 clusters Score -1413289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1413287.750000 Penalty: 936.251465
	Iteration 50Q: 3 clusters Score -1413288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1413288.000000 Penalty: 936.251465
	Iteration 51Q: 3 clusters Score -1413288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1413288.000000 Penalty: 936.251465
	Iteration 52F: 3 clusters Score -1413288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -108058.109375 Penalty: 351.682953
	Iteration 0F: 2 clusters Score -108058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -106407.304688 Penalty: 703.365906
	Iteration 0F: 3 clusters Score -106407.3 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -106912.765625 Penalty: 703.365906
	Iteration 1F: 3 clusters Score -106912.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -106982.523438 Penalty: 703.365906
	Iteration 2F: 3 clusters Score -106982.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -107047.484375 Penalty: 703.365906
	Iteration 3F: 3 clusters Score -107047.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -107109.281250 Penalty: 703.365906
	Iteration 4F: 3 clusters Score -107109.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -107157.210938 Penalty: 703.365906
	Iteration 5Q: 3 clusters Score -107157.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -107208.929688 Penalty: 703.365906
	Iteration 6Q: 3 clusters Score -107208.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -107274.843750 Penalty: 703.365906
	Iteration 7Q: 3 clusters Score -107274.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -107352.390625 Penalty: 703.365906
	Iteration 8Q: 3 clusters Score -107352.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -107424.906250 Penalty: 703.365906
	Iteration 9Q: 3 clusters Score -107424.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -107494.562500 Penalty: 703.365906
	Iteration 10Q: 3 clusters Score -107494.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -107563.023438 Penalty: 703.365906
	Iteration 11Q: 3 clusters Score -107563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -107609.656250 Penalty: 703.365906
	Iteration 12Q: 3 clusters Score -107609.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -107635.867188 Penalty: 703.365906
	Iteration 13Q: 3 clusters Score -107635.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -107664.468750 Penalty: 703.365906
	Iteration 14Q: 3 clusters Score -107664.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -107693.710938 Penalty: 703.365906
	Iteration 15Q: 3 clusters Score -107693.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -107706.562500 Penalty: 703.365906
	Iteration 16Q: 3 clusters Score -107706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -107713.062500 Penalty: 703.365906
	Iteration 17Q: 3 clusters Score -107713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -107719.226562 Penalty: 703.365906
	Iteration 18Q: 3 clusters Score -107719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -107721.882812 Penalty: 703.365906
	Iteration 19Q: 3 clusters Score -107721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -107724.406250 Penalty: 703.365906
	Iteration 20F: 3 clusters Score -107724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -107726.195312 Penalty: 703.365906
	Iteration 21Q: 3 clusters Score -107726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -107728.640625 Penalty: 703.365906
	Iteration 22Q: 3 clusters Score -107728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -107730.375000 Penalty: 703.365906
	Iteration 23Q: 3 clusters Score -107730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -107733.476562 Penalty: 703.365906
	Iteration 24Q: 3 clusters Score -107733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -107737.445312 Penalty: 703.365906
	Iteration 25Q: 3 clusters Score -107737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -107739.789062 Penalty: 703.365906
	Iteration 26Q: 3 clusters Score -107739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -107741.492188 Penalty: 703.365906
	Iteration 27Q: 3 clusters Score -107741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -107741.750000 Penalty: 703.365906
	Iteration 28Q: 3 clusters Score -107741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -107742.515625 Penalty: 703.365906
	Iteration 29Q: 3 clusters Score -107742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -107744.031250 Penalty: 703.365906
	Iteration 30Q: 3 clusters Score -107744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -107746.593750 Penalty: 703.365906
	Iteration 31Q: 3 clusters Score -107746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -107749.968750 Penalty: 703.365906
	Iteration 32Q: 3 clusters Score -107750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -107752.843750 Penalty: 703.365906
	Iteration 33Q: 3 clusters Score -107752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -107753.609375 Penalty: 703.365906
	Iteration 34Q: 3 clusters Score -107753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -107754.039062 Penalty: 703.365906
	Iteration 35Q: 3 clusters Score -107754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -107754.445312 Penalty: 703.365906
	Iteration 36Q: 3 clusters Score -107754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -107754.789062 Penalty: 703.365906
	Iteration 37Q: 3 clusters Score -107754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -107755.703125 Penalty: 703.365906
	Iteration 38Q: 3 clusters Score -107755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -107757.390625 Penalty: 703.365906
	Iteration 39Q: 3 clusters Score -107757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -107759.320312 Penalty: 703.365906
	Iteration 40F: 3 clusters Score -107759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -107760.695312 Penalty: 703.365906
	Iteration 41Q: 3 clusters Score -107760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -107761.085938 Penalty: 703.365906
	Iteration 42Q: 3 clusters Score -107761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -107761.289062 Penalty: 703.365906
	Iteration 43Q: 3 clusters Score -107761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -107761.718750 Penalty: 703.365906
	Iteration 44Q: 3 clusters Score -107761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -107761.718750 Penalty: 703.365906
	Iteration 45F: 3 clusters Score -107761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -81277.554688 Penalty: 336.028015
	Iteration 0F: 2 clusters Score -81277.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -80043.164062 Penalty: 672.056030
	Iteration 0F: 3 clusters Score -80043.16 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -80408.664062 Penalty: 672.056030
	Iteration 1F: 3 clusters Score -80408.66 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -80455.484375 Penalty: 672.056030
	Iteration 2F: 3 clusters Score -80455.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -80502.539062 Penalty: 672.056030
	Iteration 3F: 3 clusters Score -80502.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -80530.320312 Penalty: 672.056030
	Iteration 4Q: 3 clusters Score -80530.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -80551.382812 Penalty: 672.056030
	Iteration 5Q: 3 clusters Score -80551.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -80566.171875 Penalty: 672.056030
	Iteration 6Q: 3 clusters Score -80566.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -80583.664062 Penalty: 672.056030
	Iteration 7Q: 3 clusters Score -80583.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -80601.898438 Penalty: 672.056030
	Iteration 8Q: 3 clusters Score -80601.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -80620.398438 Penalty: 672.056030
	Iteration 9Q: 3 clusters Score -80620.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -80639.750000 Penalty: 672.056030
	Iteration 10Q: 3 clusters Score -80639.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -80661.445312 Penalty: 672.056030
	Iteration 11Q: 3 clusters Score -80661.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80675.453125 Penalty: 672.056030
	Iteration 12Q: 3 clusters Score -80675.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80694.445312 Penalty: 672.056030
	Iteration 13Q: 3 clusters Score -80694.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80717.148438 Penalty: 672.056030
	Iteration 14Q: 3 clusters Score -80717.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80742.046875 Penalty: 672.056030
	Iteration 15Q: 3 clusters Score -80742.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80762.335938 Penalty: 672.056030
	Iteration 16Q: 3 clusters Score -80762.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80781.523438 Penalty: 672.056030
	Iteration 17Q: 3 clusters Score -80781.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80802.078125 Penalty: 672.056030
	Iteration 18Q: 3 clusters Score -80802.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80822.289062 Penalty: 672.056030
	Iteration 19Q: 3 clusters Score -80822.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80837.796875 Penalty: 672.056030
	Iteration 20F: 3 clusters Score -80837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80851.437500 Penalty: 672.056030
	Iteration 21Q: 3 clusters Score -80851.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80863.867188 Penalty: 672.056030
	Iteration 22Q: 3 clusters Score -80863.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -80877.851562 Penalty: 672.056030
	Iteration 23Q: 3 clusters Score -80877.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80894.226562 Penalty: 672.056030
	Iteration 24Q: 3 clusters Score -80894.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -80910.296875 Penalty: 672.056030
	Iteration 25Q: 3 clusters Score -80910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -80919.539062 Penalty: 672.056030
	Iteration 26Q: 3 clusters Score -80919.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80929.335938 Penalty: 672.056030
	Iteration 27Q: 3 clusters Score -80929.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80935.546875 Penalty: 672.056030
	Iteration 28Q: 3 clusters Score -80935.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -80939.804688 Penalty: 672.056030
	Iteration 29Q: 3 clusters Score -80939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -80945.125000 Penalty: 672.056030
	Iteration 30Q: 3 clusters Score -80945.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -80949.773438 Penalty: 672.056030
	Iteration 31Q: 3 clusters Score -80949.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -80955.718750 Penalty: 672.056030
	Iteration 32Q: 3 clusters Score -80955.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -80960.367188 Penalty: 672.056030
	Iteration 33Q: 3 clusters Score -80960.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -80966.289062 Penalty: 672.056030
	Iteration 34Q: 3 clusters Score -80966.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -80968.859375 Penalty: 672.056030
	Iteration 35Q: 3 clusters Score -80968.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -80970.210938 Penalty: 672.056030
	Iteration 36Q: 3 clusters Score -80970.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -80971.273438 Penalty: 672.056030
	Iteration 37Q: 3 clusters Score -80971.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -80972.039062 Penalty: 672.056030
	Iteration 38Q: 3 clusters Score -80972.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -80972.359375 Penalty: 672.056030
	Iteration 39Q: 3 clusters Score -80972.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -80973.906250 Penalty: 672.056030
	Iteration 40F: 3 clusters Score -80973.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -80978.367188 Penalty: 672.056030
	Iteration 41Q: 3 clusters Score -80978.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -80988.195312 Penalty: 672.056030
	Iteration 42Q: 3 clusters Score -80988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -80994.257812 Penalty: 672.056030
	Iteration 43Q: 3 clusters Score -80994.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -81001.882812 Penalty: 672.056030
	Iteration 44Q: 3 clusters Score -81001.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -81007.570312 Penalty: 672.056030
	Iteration 45Q: 3 clusters Score -81007.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -81008.359375 Penalty: 672.056030
	Iteration 46Q: 3 clusters Score -81008.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -81008.359375 Penalty: 672.056030
	Iteration 47F: 3 clusters Score -81008.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -97523.367188 Penalty: 343.074127
	Iteration 0F: 2 clusters Score -97523.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -96135.562500 Penalty: 686.148254
	Iteration 0F: 3 clusters Score -96135.56 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -96574.093750 Penalty: 686.148254
	Iteration 1F: 3 clusters Score -96574.09 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -96625.539062 Penalty: 686.148254
	Iteration 2F: 3 clusters Score -96625.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96668.539062 Penalty: 686.148254
	Iteration 3Q: 3 clusters Score -96668.54 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -96697.054688 Penalty: 686.148254
	Iteration 4Q: 3 clusters Score -96697.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -96718.890625 Penalty: 686.148254
	Iteration 5Q: 3 clusters Score -96718.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -96742.015625 Penalty: 686.148254
	Iteration 6Q: 3 clusters Score -96742.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -96763.859375 Penalty: 686.148254
	Iteration 7Q: 3 clusters Score -96763.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -96786.945312 Penalty: 686.148254
	Iteration 8Q: 3 clusters Score -96786.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96811.171875 Penalty: 686.148254
	Iteration 9Q: 3 clusters Score -96811.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -96834.968750 Penalty: 686.148254
	Iteration 10Q: 3 clusters Score -96834.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -96866.656250 Penalty: 686.148254
	Iteration 11Q: 3 clusters Score -96866.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -96893.312500 Penalty: 686.148254
	Iteration 12Q: 3 clusters Score -96893.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -96913.179688 Penalty: 686.148254
	Iteration 13Q: 3 clusters Score -96913.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -96930.132812 Penalty: 686.148254
	Iteration 14Q: 3 clusters Score -96930.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -96948.664062 Penalty: 686.148254
	Iteration 15Q: 3 clusters Score -96948.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -96960.734375 Penalty: 686.148254
	Iteration 16Q: 3 clusters Score -96960.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -96968.492188 Penalty: 686.148254
	Iteration 17Q: 3 clusters Score -96968.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96972.726562 Penalty: 686.148254
	Iteration 18Q: 3 clusters Score -96972.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -96975.632812 Penalty: 686.148254
	Iteration 19Q: 3 clusters Score -96975.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -96977.875000 Penalty: 686.148254
	Iteration 20F: 3 clusters Score -96977.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -96979.570312 Penalty: 686.148254
	Iteration 21Q: 3 clusters Score -96979.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -96982.445312 Penalty: 686.148254
	Iteration 22Q: 3 clusters Score -96982.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -96984.554688 Penalty: 686.148254
	Iteration 23Q: 3 clusters Score -96984.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -96986.992188 Penalty: 686.148254
	Iteration 24Q: 3 clusters Score -96986.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -96992.367188 Penalty: 686.148254
	Iteration 25Q: 3 clusters Score -96992.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96997.718750 Penalty: 686.148254
	Iteration 26Q: 3 clusters Score -96997.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -96999.734375 Penalty: 686.148254
	Iteration 27Q: 3 clusters Score -96999.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97001.632812 Penalty: 686.148254
	Iteration 28Q: 3 clusters Score -97001.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -97003.445312 Penalty: 686.148254
	Iteration 29Q: 3 clusters Score -97003.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -97005.671875 Penalty: 686.148254
	Iteration 30Q: 3 clusters Score -97005.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97007.421875 Penalty: 686.148254
	Iteration 31Q: 3 clusters Score -97007.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -97008.976562 Penalty: 686.148254
	Iteration 32Q: 3 clusters Score -97008.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97011.570312 Penalty: 686.148254
	Iteration 33Q: 3 clusters Score -97011.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97013.921875 Penalty: 686.148254
	Iteration 34Q: 3 clusters Score -97013.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -97016.015625 Penalty: 686.148254
	Iteration 35Q: 3 clusters Score -97016.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97017.750000 Penalty: 686.148254
	Iteration 36Q: 3 clusters Score -97017.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97020.585938 Penalty: 686.148254
	Iteration 37Q: 3 clusters Score -97020.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -97024.476562 Penalty: 686.148254
	Iteration 38Q: 3 clusters Score -97024.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -97027.875000 Penalty: 686.148254
	Iteration 39Q: 3 clusters Score -97027.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97030.070312 Penalty: 686.148254
	Iteration 40F: 3 clusters Score -97030.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -97031.914062 Penalty: 686.148254
	Iteration 41Q: 3 clusters Score -97031.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97034.218750 Penalty: 686.148254
	Iteration 42Q: 3 clusters Score -97034.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -97036.851562 Penalty: 686.148254
	Iteration 43Q: 3 clusters Score -97036.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -97038.515625 Penalty: 686.148254
	Iteration 44Q: 3 clusters Score -97038.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97039.062500 Penalty: 686.148254
	Iteration 45Q: 3 clusters Score -97039.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97039.296875 Penalty: 686.148254
	Iteration 46Q: 3 clusters Score -97039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97039.296875 Penalty: 686.148254
	Iteration 47F: 3 clusters Score -97039.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -166522.890625 Penalty: 375.793549
	Iteration 0F: 2 clusters Score -166522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -163852.750000 Penalty: 751.587097
	Iteration 0F: 3 clusters Score -163852.8 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -164857.218750 Penalty: 751.587097
	Iteration 1F: 3 clusters Score -164857.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -164995.468750 Penalty: 751.587097
	Iteration 2F: 3 clusters Score -164995.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -165144.296875 Penalty: 751.587097
	Iteration 3F: 3 clusters Score -165144.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -165330.765625 Penalty: 751.587097
	Iteration 4F: 3 clusters Score -165330.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -165529.281250 Penalty: 751.587097
	Iteration 5F: 3 clusters Score -165529.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -165672.687500 Penalty: 751.587097
	Iteration 6F: 3 clusters Score -165672.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -165745.203125 Penalty: 751.587097
	Iteration 7Q: 3 clusters Score -165745.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -165781.281250 Penalty: 751.587097
	Iteration 8Q: 3 clusters Score -165781.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -165801.203125 Penalty: 751.587097
	Iteration 9Q: 3 clusters Score -165801.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -165809.859375 Penalty: 751.587097
	Iteration 10Q: 3 clusters Score -165809.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -165814.421875 Penalty: 751.587097
	Iteration 11Q: 3 clusters Score -165814.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -165816.921875 Penalty: 751.587097
	Iteration 12Q: 3 clusters Score -165816.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -165819.406250 Penalty: 751.587097
	Iteration 13Q: 3 clusters Score -165819.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -165822.718750 Penalty: 751.587097
	Iteration 14Q: 3 clusters Score -165822.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -165826.140625 Penalty: 751.587097
	Iteration 15Q: 3 clusters Score -165826.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -165828.812500 Penalty: 751.587097
	Iteration 16Q: 3 clusters Score -165828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -165832.437500 Penalty: 751.587097
	Iteration 17Q: 3 clusters Score -165832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -165836.250000 Penalty: 751.587097
	Iteration 18Q: 3 clusters Score -165836.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -165838.171875 Penalty: 751.587097
	Iteration 19Q: 3 clusters Score -165838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -165840.843750 Penalty: 751.587097
	Iteration 20F: 3 clusters Score -165840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -165843.515625 Penalty: 751.587097
	Iteration 21Q: 3 clusters Score -165843.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -165848.015625 Penalty: 751.587097
	Iteration 22Q: 3 clusters Score -165848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -165852.390625 Penalty: 751.587097
	Iteration 23Q: 3 clusters Score -165852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -165855.093750 Penalty: 751.587097
	Iteration 24Q: 3 clusters Score -165855.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -165857.875000 Penalty: 751.587097
	Iteration 25Q: 3 clusters Score -165857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -165860.593750 Penalty: 751.587097
	Iteration 26Q: 3 clusters Score -165860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -165862.781250 Penalty: 751.587097
	Iteration 27Q: 3 clusters Score -165862.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -165864.375000 Penalty: 751.587097
	Iteration 28Q: 3 clusters Score -165864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -165866.078125 Penalty: 751.587097
	Iteration 29Q: 3 clusters Score -165866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -165867.750000 Penalty: 751.587097
	Iteration 30Q: 3 clusters Score -165867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -165869.375000 Penalty: 751.587097
	Iteration 31Q: 3 clusters Score -165869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -165870.406250 Penalty: 751.587097
	Iteration 32Q: 3 clusters Score -165870.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -165871.984375 Penalty: 751.587097
	Iteration 33Q: 3 clusters Score -165872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -165875.000000 Penalty: 751.587097
	Iteration 34Q: 3 clusters Score -165875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -165877.687500 Penalty: 751.587097
	Iteration 35Q: 3 clusters Score -165877.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -165881.687500 Penalty: 751.587097
	Iteration 36Q: 3 clusters Score -165881.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -165883.250000 Penalty: 751.587097
	Iteration 37Q: 3 clusters Score -165883.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -165885.437500 Penalty: 751.587097
	Iteration 38Q: 3 clusters Score -165885.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -165887.281250 Penalty: 751.587097
	Iteration 39Q: 3 clusters Score -165887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -165888.328125 Penalty: 751.587097
	Iteration 40F: 3 clusters Score -165888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -165890.125000 Penalty: 751.587097
	Iteration 41Q: 3 clusters Score -165890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -165891.046875 Penalty: 751.587097
	Iteration 42Q: 3 clusters Score -165891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -165891.515625 Penalty: 751.587097
	Iteration 43Q: 3 clusters Score -165891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -165892.375000 Penalty: 751.587097
	Iteration 44Q: 3 clusters Score -165892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -165892.406250 Penalty: 751.587097
	Iteration 45Q: 3 clusters Score -165892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -165892.812500 Penalty: 751.587097
	Iteration 46Q: 3 clusters Score -165892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -165893.187500 Penalty: 751.587097
	Iteration 47Q: 3 clusters Score -165893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -165892.984375 Penalty: 751.587097
	Iteration 48Q: 3 clusters Score -165893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -165892.875000 Penalty: 751.587097
	Iteration 49Q: 3 clusters Score -165892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -165893.125000 Penalty: 751.587097
	Iteration 50Q: 3 clusters Score -165893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -165893.265625 Penalty: 751.587097
	Iteration 51Q: 3 clusters Score -165893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -165893.359375 Penalty: 751.587097
	Iteration 52Q: 3 clusters Score -165893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -165893.546875 Penalty: 751.587097
	Iteration 53Q: 3 clusters Score -165893.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -165893.546875 Penalty: 751.587097
	Iteration 54F: 3 clusters Score -165893.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -17257.779297 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -17257.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16830.263672 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -16830.26 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16954.658203 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -16954.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16998.744141 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -16998.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17018.224609 Penalty: 546.128723
	Iteration 3Q: 3 clusters Score -17018.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17026.900391 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -17026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17029.964844 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -17029.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17035.890625 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -17035.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17039.591797 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -17039.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17043.287109 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -17043.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17052.267578 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -17052.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17057.068359 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -17057.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17059.703125 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -17059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17062.025391 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -17062.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17063.722656 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -17063.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17064.189453 Penalty: 546.128723
	Iteration 14Q: 3 clusters Score -17064.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17064.189453 Penalty: 546.128723
	Iteration 15F: 3 clusters Score -17064.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -134808.203125 Penalty: 361.587189
	Iteration 0F: 2 clusters Score -134808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -132872.234375 Penalty: 723.174377
	Iteration 0F: 3 clusters Score -132872.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -133648.859375 Penalty: 723.174377
	Iteration 1F: 3 clusters Score -133648.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -133802.859375 Penalty: 723.174377
	Iteration 2F: 3 clusters Score -133802.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -133978.968750 Penalty: 723.174377
	Iteration 3F: 3 clusters Score -133979 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -134150.453125 Penalty: 723.174377
	Iteration 4F: 3 clusters Score -134150.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -134260.375000 Penalty: 723.174377
	Iteration 5F: 3 clusters Score -134260.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -134326.453125 Penalty: 723.174377
	Iteration 6Q: 3 clusters Score -134326.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -134364.812500 Penalty: 723.174377
	Iteration 7Q: 3 clusters Score -134364.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -134385.468750 Penalty: 723.174377
	Iteration 8Q: 3 clusters Score -134385.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -134395.500000 Penalty: 723.174377
	Iteration 9Q: 3 clusters Score -134395.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -134399.265625 Penalty: 723.174377
	Iteration 10Q: 3 clusters Score -134399.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -134401.093750 Penalty: 723.174377
	Iteration 11Q: 3 clusters Score -134401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -134402.609375 Penalty: 723.174377
	Iteration 12Q: 3 clusters Score -134402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -134404.140625 Penalty: 723.174377
	Iteration 13Q: 3 clusters Score -134404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -134406.468750 Penalty: 723.174377
	Iteration 14Q: 3 clusters Score -134406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -134407.359375 Penalty: 723.174377
	Iteration 15Q: 3 clusters Score -134407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -134408.593750 Penalty: 723.174377
	Iteration 16Q: 3 clusters Score -134408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -134409.203125 Penalty: 723.174377
	Iteration 17Q: 3 clusters Score -134409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -134409.750000 Penalty: 723.174377
	Iteration 18Q: 3 clusters Score -134409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -134410.375000 Penalty: 723.174377
	Iteration 19Q: 3 clusters Score -134410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -134412.031250 Penalty: 723.174377
	Iteration 20F: 3 clusters Score -134412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -134412.796875 Penalty: 723.174377
	Iteration 21Q: 3 clusters Score -134412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -134414.187500 Penalty: 723.174377
	Iteration 22Q: 3 clusters Score -134414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -134414.968750 Penalty: 723.174377
	Iteration 23Q: 3 clusters Score -134415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -134415.703125 Penalty: 723.174377
	Iteration 24Q: 3 clusters Score -134415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -134416.671875 Penalty: 723.174377
	Iteration 25Q: 3 clusters Score -134416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -134416.828125 Penalty: 723.174377
	Iteration 26Q: 3 clusters Score -134416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -134416.656250 Penalty: 723.174377
	Iteration 27Q: 3 clusters Score -134416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -134416.718750 Penalty: 723.174377
	Iteration 28Q: 3 clusters Score -134416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -134416.718750 Penalty: 723.174377
	Iteration 29F: 3 clusters Score -134416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (172844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Entering Unmasked Estep 
Score: -7956145.500000 Penalty: 548.736572
	Iteration 0F: 2 clusters Score -7956146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -7845342.000000 Penalty: 1097.473145
	Iteration 0F: 3 clusters Score -7845342 nChanged 84783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 102542 members 
Entering Unmasked Estep 
Score: -7900743.000000 Penalty: 1097.473145
	Iteration 1F: 3 clusters Score -7900743 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -7906329.000000 Penalty: 1097.473145
	Iteration 2F: 3 clusters Score -7906329 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 122062 members 
Entering Unmasked Estep 
Score: -7914833.500000 Penalty: 1097.473145
	Iteration 3F: 3 clusters Score -7914834 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 134823 members 
Entering Unmasked Estep 
Score: -7926613.000000 Penalty: 1097.473145
	Iteration 4F: 3 clusters Score -7926613 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -7938774.500000 Penalty: 1097.473145
	Iteration 5F: 3 clusters Score -7938774 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -7947226.500000 Penalty: 1097.473145
	Iteration 6F: 3 clusters Score -7947226 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -7951811.000000 Penalty: 1097.473145
	Iteration 7Q: 3 clusters Score -7951811 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 167732 members 
Entering Unmasked Estep 
Score: -7954183.000000 Penalty: 1097.473145
	Iteration 8Q: 3 clusters Score -7954183 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 169567 members 
Entering Unmasked Estep 
Score: -7955039.500000 Penalty: 1097.473145
	Iteration 9Q: 3 clusters Score -7955040 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 170537 members 
Entering Unmasked Estep 
Score: -7955522.500000 Penalty: 1097.473145
	Iteration 10Q: 3 clusters Score -7955522 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -7955748.000000 Penalty: 1097.473145
	Iteration 11Q: 3 clusters Score -7955748 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -7955855.500000 Penalty: 1097.473145
	Iteration 12Q: 3 clusters Score -7955856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -7955892.000000 Penalty: 1097.473145
	Iteration 13Q: 3 clusters Score -7955892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -7955919.500000 Penalty: 1097.473145
	Iteration 14Q: 3 clusters Score -7955920 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -7955941.500000 Penalty: 1097.473145
	Iteration 15Q: 3 clusters Score -7955942 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -7955936.500000 Penalty: 1097.473145
	Iteration 16Q: 3 clusters Score -7955936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 172008 members 
Entering Unmasked Estep 
Score: -7955943.500000 Penalty: 1097.473145
	Iteration 17Q: 3 clusters Score -7955944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 172040 members 
Entering Unmasked Estep 
Score: -7955925.000000 Penalty: 1097.473145
	Iteration 18Q: 3 clusters Score -7955925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -7955928.500000 Penalty: 1097.473145
	Iteration 19Q: 3 clusters Score -7955928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -7955930.000000 Penalty: 1097.473145
	Iteration 20F: 3 clusters Score -7955930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 172128 members 
Entering Unmasked Estep 
Score: -7955944.500000 Penalty: 1097.473145
	Iteration 21Q: 3 clusters Score -7955944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -7955939.000000 Penalty: 1097.473145
	Iteration 22Q: 3 clusters Score -7955939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 172155 members 
Entering Unmasked Estep 
Score: -7955943.000000 Penalty: 1097.473145
	Iteration 23Q: 3 clusters Score -7955943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -7955941.000000 Penalty: 1097.473145
	Iteration 24Q: 3 clusters Score -7955941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -7955940.000000 Penalty: 1097.473145
	Iteration 25Q: 3 clusters Score -7955940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -7955942.500000 Penalty: 1097.473145
	Iteration 26Q: 3 clusters Score -7955942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 172178 members 
Entering Unmasked Estep 
Score: -7955936.000000 Penalty: 1097.473145
	Iteration 27Q: 3 clusters Score -7955936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -7955937.500000 Penalty: 1097.473145
	Iteration 28Q: 3 clusters Score -7955938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 172188 members 
Entering Unmasked Estep 
Score: -7955933.000000 Penalty: 1097.473145
	Iteration 29Q: 3 clusters Score -7955933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -7955941.500000 Penalty: 1097.473145
	Iteration 30Q: 3 clusters Score -7955942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -7955939.500000 Penalty: 1097.473145
	Iteration 31Q: 3 clusters Score -7955940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 172198 members 
Entering Unmasked Estep 
Score: -7955945.500000 Penalty: 1097.473145
	Iteration 32Q: 3 clusters Score -7955946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -7955944.500000 Penalty: 1097.473145
	Iteration 33Q: 3 clusters Score -7955944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 172203 members 
Entering Unmasked Estep 
Score: -7955943.500000 Penalty: 1097.473145
	Iteration 34Q: 3 clusters Score -7955944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -7955945.000000 Penalty: 1097.473145
	Iteration 35Q: 3 clusters Score -7955945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -7955949.500000 Penalty: 1097.473145
	Iteration 36Q: 3 clusters Score -7955950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -7955953.000000 Penalty: 1097.473145
	Iteration 37Q: 3 clusters Score -7955953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 172209 members 
Entering Unmasked Estep 
Score: -7955948.500000 Penalty: 1097.473145
	Iteration 38Q: 3 clusters Score -7955948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -7955947.000000 Penalty: 1097.473145
	Iteration 39Q: 3 clusters Score -7955947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -7955944.000000 Penalty: 1097.473145
	Iteration 40F: 3 clusters Score -7955944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -7955947.000000 Penalty: 1097.473145
	Iteration 41Q: 3 clusters Score -7955947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -7955949.000000 Penalty: 1097.473145
	Iteration 42Q: 3 clusters Score -7955949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -7955945.000000 Penalty: 1097.473145
	Iteration 43Q: 3 clusters Score -7955945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -7955945.000000 Penalty: 1097.473145
	Iteration 44Q: 3 clusters Score -7955945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -7955944.500000 Penalty: 1097.473145
	Iteration 45Q: 3 clusters Score -7955944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -7955941.000000 Penalty: 1097.473145
	Iteration 46Q: 3 clusters Score -7955941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -7955941.000000 Penalty: 1097.473145
	Iteration 47F: 3 clusters Score -7955941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -104209.859375 Penalty: 354.476685
	Iteration 0F: 2 clusters Score -104209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -102569.054688 Penalty: 708.953369
	Iteration 0F: 3 clusters Score -102569.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -103156.789062 Penalty: 708.953369
	Iteration 1F: 3 clusters Score -103156.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -103341.843750 Penalty: 708.953369
	Iteration 2F: 3 clusters Score -103341.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -103506.281250 Penalty: 708.953369
	Iteration 3F: 3 clusters Score -103506.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -103638.578125 Penalty: 708.953369
	Iteration 4F: 3 clusters Score -103638.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -103744.000000 Penalty: 708.953369
	Iteration 5F: 3 clusters Score -103744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -103818.375000 Penalty: 708.953369
	Iteration 6Q: 3 clusters Score -103818.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -103880.671875 Penalty: 708.953369
	Iteration 7Q: 3 clusters Score -103880.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -103923.968750 Penalty: 708.953369
	Iteration 8Q: 3 clusters Score -103924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -103954.109375 Penalty: 708.953369
	Iteration 9Q: 3 clusters Score -103954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -103965.046875 Penalty: 708.953369
	Iteration 10Q: 3 clusters Score -103965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -103972.250000 Penalty: 708.953369
	Iteration 11Q: 3 clusters Score -103972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -103977.093750 Penalty: 708.953369
	Iteration 12Q: 3 clusters Score -103977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -103980.414062 Penalty: 708.953369
	Iteration 13Q: 3 clusters Score -103980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -103984.843750 Penalty: 708.953369
	Iteration 14Q: 3 clusters Score -103984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -103987.820312 Penalty: 708.953369
	Iteration 15Q: 3 clusters Score -103987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -103991.015625 Penalty: 708.953369
	Iteration 16Q: 3 clusters Score -103991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -103993.195312 Penalty: 708.953369
	Iteration 17Q: 3 clusters Score -103993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -103994.625000 Penalty: 708.953369
	Iteration 18Q: 3 clusters Score -103994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -103995.273438 Penalty: 708.953369
	Iteration 19Q: 3 clusters Score -103995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -103996.156250 Penalty: 708.953369
	Iteration 20F: 3 clusters Score -103996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -103996.687500 Penalty: 708.953369
	Iteration 21Q: 3 clusters Score -103996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -103996.773438 Penalty: 708.953369
	Iteration 22Q: 3 clusters Score -103996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -103996.937500 Penalty: 708.953369
	Iteration 23Q: 3 clusters Score -103996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -103997.257812 Penalty: 708.953369
	Iteration 24Q: 3 clusters Score -103997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -103997.257812 Penalty: 708.953369
	Iteration 25F: 3 clusters Score -103997.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -8887.293945 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -8887.294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8564.334961 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -8564.335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8635.270508 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -8635.271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8650.862305 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -8650.862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8662.041016 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -8662.041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8668.492188 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -8668.492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8674.368164 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -8674.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8675.991211 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -8675.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8676.332031 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -8676.332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8676.332031 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -8676.332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -352200.875000 Penalty: 409.217896
	Iteration 0F: 2 clusters Score -352200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -346746.718750 Penalty: 818.435791
	Iteration 0F: 3 clusters Score -346746.7 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -349053.843750 Penalty: 818.435791
	Iteration 1F: 3 clusters Score -349053.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -349318.875000 Penalty: 818.435791
	Iteration 2F: 3 clusters Score -349318.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -349614.875000 Penalty: 818.435791
	Iteration 3F: 3 clusters Score -349614.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -349972.250000 Penalty: 818.435791
	Iteration 4F: 3 clusters Score -349972.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -350408.562500 Penalty: 818.435791
	Iteration 5F: 3 clusters Score -350408.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -350863.187500 Penalty: 818.435791
	Iteration 6F: 3 clusters Score -350863.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -351236.968750 Penalty: 818.435791
	Iteration 7F: 3 clusters Score -351237 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -351499.156250 Penalty: 818.435791
	Iteration 8Q: 3 clusters Score -351499.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -351666.625000 Penalty: 818.435791
	Iteration 9Q: 3 clusters Score -351666.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -351754.593750 Penalty: 818.435791
	Iteration 10Q: 3 clusters Score -351754.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -351818.500000 Penalty: 818.435791
	Iteration 11Q: 3 clusters Score -351818.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -351869.187500 Penalty: 818.435791
	Iteration 12Q: 3 clusters Score -351869.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -351901.500000 Penalty: 818.435791
	Iteration 13Q: 3 clusters Score -351901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -351921.000000 Penalty: 818.435791
	Iteration 14Q: 3 clusters Score -351921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -351940.625000 Penalty: 818.435791
	Iteration 15Q: 3 clusters Score -351940.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -351950.937500 Penalty: 818.435791
	Iteration 16Q: 3 clusters Score -351950.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -351960.625000 Penalty: 818.435791
	Iteration 17Q: 3 clusters Score -351960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -351963.125000 Penalty: 818.435791
	Iteration 18Q: 3 clusters Score -351963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -351965.218750 Penalty: 818.435791
	Iteration 19Q: 3 clusters Score -351965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -351968.281250 Penalty: 818.435791
	Iteration 20F: 3 clusters Score -351968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -351970.875000 Penalty: 818.435791
	Iteration 21Q: 3 clusters Score -351970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -351971.687500 Penalty: 818.435791
	Iteration 22Q: 3 clusters Score -351971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -351973.156250 Penalty: 818.435791
	Iteration 23Q: 3 clusters Score -351973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -351973.343750 Penalty: 818.435791
	Iteration 24Q: 3 clusters Score -351973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -351973.343750 Penalty: 818.435791
	Iteration 25F: 3 clusters Score -351973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Entering Unmasked Estep 
Score: -4798770.500000 Penalty: 524.841614
	Iteration 0F: 2 clusters Score -4798770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -4730143.500000 Penalty: 1049.683228
	Iteration 0F: 3 clusters Score -4730144 nChanged 50135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -4760530.500000 Penalty: 1049.683228
	Iteration 1F: 3 clusters Score -4760530 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -4761610.500000 Penalty: 1049.683228
	Iteration 2Q: 3 clusters Score -4761610 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -4763422.500000 Penalty: 1049.683228
	Iteration 3Q: 3 clusters Score -4763422 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -4766142.000000 Penalty: 1049.683228
	Iteration 4F: 3 clusters Score -4766142 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -4770018.000000 Penalty: 1049.683228
	Iteration 5F: 3 clusters Score -4770018 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -4775144.500000 Penalty: 1049.683228
	Iteration 6F: 3 clusters Score -4775144 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -4780472.000000 Penalty: 1049.683228
	Iteration 7F: 3 clusters Score -4780472 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -4784585.500000 Penalty: 1049.683228
	Iteration 8F: 3 clusters Score -4784586 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -4787363.500000 Penalty: 1049.683228
	Iteration 9Q: 3 clusters Score -4787364 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -4789272.500000 Penalty: 1049.683228
	Iteration 10Q: 3 clusters Score -4789272 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -4790943.000000 Penalty: 1049.683228
	Iteration 11Q: 3 clusters Score -4790943 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -4792497.000000 Penalty: 1049.683228
	Iteration 12Q: 3 clusters Score -4792497 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -4793887.000000 Penalty: 1049.683228
	Iteration 13Q: 3 clusters Score -4793887 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -4795087.500000 Penalty: 1049.683228
	Iteration 14Q: 3 clusters Score -4795088 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -4796051.500000 Penalty: 1049.683228
	Iteration 15Q: 3 clusters Score -4796052 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -4796874.000000 Penalty: 1049.683228
	Iteration 16Q: 3 clusters Score -4796874 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -4797367.500000 Penalty: 1049.683228
	Iteration 17Q: 3 clusters Score -4797368 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -4797751.500000 Penalty: 1049.683228
	Iteration 18Q: 3 clusters Score -4797752 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -4797990.500000 Penalty: 1049.683228
	Iteration 19Q: 3 clusters Score -4797990 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -4798095.000000 Penalty: 1049.683228
	Iteration 20F: 3 clusters Score -4798095 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101937 members 
Entering Unmasked Estep 
Score: -4798164.500000 Penalty: 1049.683228
	Iteration 21Q: 3 clusters Score -4798164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -4798219.500000 Penalty: 1049.683228
	Iteration 22Q: 3 clusters Score -4798220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -4798246.500000 Penalty: 1049.683228
	Iteration 23Q: 3 clusters Score -4798246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -4798260.000000 Penalty: 1049.683228
	Iteration 24Q: 3 clusters Score -4798260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102048 members 
Entering Unmasked Estep 
Score: -4798264.500000 Penalty: 1049.683228
	Iteration 25Q: 3 clusters Score -4798264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -4798274.000000 Penalty: 1049.683228
	Iteration 26Q: 3 clusters Score -4798274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -4798278.500000 Penalty: 1049.683228
	Iteration 27Q: 3 clusters Score -4798278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -4798286.500000 Penalty: 1049.683228
	Iteration 28Q: 3 clusters Score -4798286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102073 members 
Entering Unmasked Estep 
Score: -4798293.000000 Penalty: 1049.683228
	Iteration 29Q: 3 clusters Score -4798293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -4798295.000000 Penalty: 1049.683228
	Iteration 30Q: 3 clusters Score -4798295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -4798303.000000 Penalty: 1049.683228
	Iteration 31Q: 3 clusters Score -4798303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -4798302.500000 Penalty: 1049.683228
	Iteration 32Q: 3 clusters Score -4798302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -4798304.000000 Penalty: 1049.683228
	Iteration 33Q: 3 clusters Score -4798304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -4798301.000000 Penalty: 1049.683228
	Iteration 34Q: 3 clusters Score -4798301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -4798303.500000 Penalty: 1049.683228
	Iteration 35Q: 3 clusters Score -4798304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -4798303.500000 Penalty: 1049.683228
	Iteration 36F: 3 clusters Score -4798304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -19988.953125 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -19988.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19498.210938 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -19498.21 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19703.953125 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -19703.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19877.503906 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -19877.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19994.085938 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -19994.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20074.722656 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -20074.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20128.320312 Penalty: 569.098450
	Iteration 5F: 3 clusters Score -20128.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20159.769531 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -20159.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20179.314453 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -20179.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20191.080078 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -20191.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20192.951172 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -20192.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20196.074219 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -20196.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20198.564453 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -20198.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20200.187500 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -20200.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20201.781250 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -20201.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20201.781250 Penalty: 569.098450
	Iteration 14F: 3 clusters Score -20201.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 172844 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 102230 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 140471 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 800 members 
Mstep: Class 24 contains 67 members 
Entering Unmasked Estep 
Score: -23223404.000000 Penalty: 14373.237305
Splitting cluster 18 changes total score from -23222982.000000 to -23223404.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -172056.406250 Penalty: 369.635376
	Iteration 0F: 2 clusters Score -172056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -169743.921875 Penalty: 739.270752
	Iteration 0F: 3 clusters Score -169743.9 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -170596.515625 Penalty: 739.270752
	Iteration 1F: 3 clusters Score -170596.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -170752.515625 Penalty: 739.270752
	Iteration 2F: 3 clusters Score -170752.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -170951.250000 Penalty: 739.270752
	Iteration 3F: 3 clusters Score -170951.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -171170.984375 Penalty: 739.270752
	Iteration 4F: 3 clusters Score -171171 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -171368.765625 Penalty: 739.270752
	Iteration 5F: 3 clusters Score -171368.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -171528.750000 Penalty: 739.270752
	Iteration 6Q: 3 clusters Score -171528.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -171631.046875 Penalty: 739.270752
	Iteration 7Q: 3 clusters Score -171631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -171684.812500 Penalty: 739.270752
	Iteration 8Q: 3 clusters Score -171684.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -171705.656250 Penalty: 739.270752
	Iteration 9Q: 3 clusters Score -171705.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -171718.031250 Penalty: 739.270752
	Iteration 10Q: 3 clusters Score -171718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -171726.390625 Penalty: 739.270752
	Iteration 11Q: 3 clusters Score -171726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -171732.562500 Penalty: 739.270752
	Iteration 12Q: 3 clusters Score -171732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -171735.109375 Penalty: 739.270752
	Iteration 13Q: 3 clusters Score -171735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -171737.156250 Penalty: 739.270752
	Iteration 14Q: 3 clusters Score -171737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -171739.125000 Penalty: 739.270752
	Iteration 15Q: 3 clusters Score -171739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -171741.953125 Penalty: 739.270752
	Iteration 16Q: 3 clusters Score -171742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -171744.531250 Penalty: 739.270752
	Iteration 17Q: 3 clusters Score -171744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -171751.968750 Penalty: 739.270752
	Iteration 18Q: 3 clusters Score -171752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -171759.671875 Penalty: 739.270752
	Iteration 19Q: 3 clusters Score -171759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -171765.187500 Penalty: 739.270752
	Iteration 20F: 3 clusters Score -171765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -171767.250000 Penalty: 739.270752
	Iteration 21Q: 3 clusters Score -171767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -171768.937500 Penalty: 739.270752
	Iteration 22Q: 3 clusters Score -171768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -171770.515625 Penalty: 739.270752
	Iteration 23Q: 3 clusters Score -171770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -171770.515625 Penalty: 739.270752
	Iteration 24F: 3 clusters Score -171770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -33487.230469 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -33487.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32785.898438 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -32785.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32981.253906 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -32981.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33055.703125 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -33055.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33114.332031 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -33114.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -33159.535156 Penalty: 611.320251
	Iteration 4F: 3 clusters Score -33159.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -33191.589844 Penalty: 611.320251
	Iteration 5F: 3 clusters Score -33191.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -33213.640625 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -33213.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -33226.195312 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -33226.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33236.265625 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -33236.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33243.425781 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -33243.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33249.066406 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -33249.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -33253.066406 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -33253.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33256.246094 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -33256.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -33258.718750 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -33258.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -33260.562500 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -33260.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33261.324219 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -33261.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33261.792969 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -33261.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33262.031250 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -33262.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33262.031250 Penalty: 611.320251
	Iteration 18F: 3 clusters Score -33262.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (140471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Entering Unmasked Estep 
Score: -6584307.000000 Penalty: 539.300415
	Iteration 0F: 2 clusters Score -6584307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -6489465.500000 Penalty: 1078.600830
	Iteration 0F: 3 clusters Score -6489466 nChanged 68840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -6535040.500000 Penalty: 1078.600830
	Iteration 1F: 3 clusters Score -6535040 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6540801.500000 Penalty: 1078.600830
	Iteration 2F: 3 clusters Score -6540802 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -6549648.500000 Penalty: 1078.600830
	Iteration 3F: 3 clusters Score -6549648 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116096 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6560877.000000 Penalty: 1078.600830
	Iteration 4F: 3 clusters Score -6560877 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -6570712.500000 Penalty: 1078.600830
	Iteration 5F: 3 clusters Score -6570712 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -6576969.500000 Penalty: 1078.600830
	Iteration 6Q: 3 clusters Score -6576970 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6580480.500000 Penalty: 1078.600830
	Iteration 7Q: 3 clusters Score -6580480 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138239 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6582227.000000 Penalty: 1078.600830
	Iteration 8Q: 3 clusters Score -6582227 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6583023.000000 Penalty: 1078.600830
	Iteration 9Q: 3 clusters Score -6583023 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6583412.500000 Penalty: 1078.600830
	Iteration 10Q: 3 clusters Score -6583412 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6583622.500000 Penalty: 1078.600830
	Iteration 11Q: 3 clusters Score -6583622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140227 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6583731.000000 Penalty: 1078.600830
	Iteration 12Q: 3 clusters Score -6583731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6583774.500000 Penalty: 1078.600830
	Iteration 13Q: 3 clusters Score -6583774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6583801.500000 Penalty: 1078.600830
	Iteration 14Q: 3 clusters Score -6583802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6583820.000000 Penalty: 1078.600830
	Iteration 15Q: 3 clusters Score -6583820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140337 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6583841.000000 Penalty: 1078.600830
	Iteration 16Q: 3 clusters Score -6583841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6583848.000000 Penalty: 1078.600830
	Iteration 17Q: 3 clusters Score -6583848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140344 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6583850.000000 Penalty: 1078.600830
	Iteration 18Q: 3 clusters Score -6583850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6583853.500000 Penalty: 1078.600830
	Iteration 19Q: 3 clusters Score -6583854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140347 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6583856.000000 Penalty: 1078.600830
	Iteration 20F: 3 clusters Score -6583856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140348 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6583860.000000 Penalty: 1078.600830
	Iteration 21Q: 3 clusters Score -6583860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140349 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6583861.000000 Penalty: 1078.600830
	Iteration 22Q: 3 clusters Score -6583861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140351 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6583863.500000 Penalty: 1078.600830
	Iteration 23Q: 3 clusters Score -6583864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140353 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6583866.500000 Penalty: 1078.600830
	Iteration 24Q: 3 clusters Score -6583866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6583868.500000 Penalty: 1078.600830
	Iteration 25Q: 3 clusters Score -6583868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6583867.500000 Penalty: 1078.600830
	Iteration 26Q: 3 clusters Score -6583868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140356 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6583870.500000 Penalty: 1078.600830
	Iteration 27Q: 3 clusters Score -6583870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6583867.000000 Penalty: 1078.600830
	Iteration 28Q: 3 clusters Score -6583867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6583867.000000 Penalty: 1078.600830
	Iteration 29F: 3 clusters Score -6583867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -28423.482422 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -28423.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -27802.509766 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -27802.51 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27969.001953 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -27969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -28031.664062 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -28031.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28090.734375 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -28090.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28152.240234 Penalty: 595.102356
	Iteration 4F: 3 clusters Score -28152.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -28200.136719 Penalty: 595.102356
	Iteration 5F: 3 clusters Score -28200.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -28237.060547 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -28237.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -28277.054688 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -28277.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28299.166016 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -28299.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -28315.583984 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -28315.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28317.644531 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -28317.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28319.843750 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -28319.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -28320.171875 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -28320.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -28320.468750 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -28320.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28320.703125 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -28320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -28321.027344 Penalty: 595.102356
	Iteration 15Q: 3 clusters Score -28321.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -28321.027344 Penalty: 595.102356
	Iteration 16F: 3 clusters Score -28321.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 233 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 29392 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 404 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 172844 members 
Mstep: Class 14 contains 2418 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 102230 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 140471 members 
Mstep: Class 22 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223552.000000 Penalty: 14373.237305
Iteration 79Q: 25 clusters Score -2.322355e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 239 members 
Mstep: Class 5 contains 3455 members 
Mstep: Class 6 contains 29296 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2832 members 
Mstep: Class 13 contains 171217 members 
Mstep: Class 14 contains 2417 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8058 members 
Mstep: Class 17 contains 102199 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 3473 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 142028 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224200.000000 Penalty: 14373.237305
Iteration 80F: 25 clusters Score -2.32242e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 29206 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 169355 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8059 members 
Mstep: Class 17 contains 102153 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 143493 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224686.000000 Penalty: 14373.237305
Iteration 81Q: 25 clusters Score -2.322469e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 29104 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1775 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 167664 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 102125 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 144813 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225138.000000 Penalty: 14373.237305
Iteration 82Q: 25 clusters Score -2.322514e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 28992 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 166142 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 102108 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 3917 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 145986 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225518.000000 Penalty: 14373.237305
Iteration 83Q: 25 clusters Score -2.322552e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 28873 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 164709 members 
Mstep: Class 14 contains 2406 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 102107 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147064 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225688.000000 Penalty: 14373.237305
Iteration 84Q: 25 clusters Score -2.322569e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1574 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 28727 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 10 contains 3997 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 163485 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 102095 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148010 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225956.000000 Penalty: 14373.237305
Iteration 85Q: 25 clusters Score -2.322596e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 1656 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 162422 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 102099 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148765 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226206.000000 Penalty: 14373.237305
Iteration 86Q: 25 clusters Score -2.322621e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 28453 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 161550 members 
Mstep: Class 14 contains 2402 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 102106 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4466 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149311 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226588.000000 Penalty: 14373.237305
Iteration 87Q: 25 clusters Score -2.322659e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 28302 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 160899 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 102099 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149740 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226864.000000 Penalty: 14373.237305
Iteration 88Q: 25 clusters Score -2.322686e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 160377 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 102115 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4673 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150039 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227070.000000 Penalty: 14373.237305
Iteration 89Q: 25 clusters Score -2.322707e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 27926 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 160034 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 102136 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150249 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227188.000000 Penalty: 14373.237305
Iteration 90Q: 25 clusters Score -2.322719e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 27717 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 159795 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 102156 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4857 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150409 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227440.000000 Penalty: 14373.237305
Iteration 91Q: 25 clusters Score -2.322744e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 27508 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 1449 members 
Mstep: Class 10 contains 4110 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 159753 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 102158 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150405 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227480.000000 Penalty: 14373.237305
Iteration 92Q: 25 clusters Score -2.322748e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 27318 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 159827 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 102170 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150348 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227536.000000 Penalty: 14373.237305
Iteration 93Q: 25 clusters Score -2.322754e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 27123 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1880 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 4143 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 159952 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8014 members 
Mstep: Class 17 contains 102196 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150234 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227592.000000 Penalty: 14373.237305
Iteration 94Q: 25 clusters Score -2.322759e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 26942 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 10 contains 4157 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 160152 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8013 members 
Mstep: Class 17 contains 102176 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 150066 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227698.000000 Penalty: 14373.237305
Iteration 95Q: 25 clusters Score -2.32277e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 26749 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 10 contains 4177 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 160463 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 102171 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149831 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227690.000000 Penalty: 14373.237305
Iteration 96Q: 25 clusters Score -2.322769e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 26550 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1919 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 160798 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 102164 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149600 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227736.000000 Penalty: 14373.237305
Iteration 97Q: 25 clusters Score -2.322774e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 1339 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8258 members 
Mstep: Class 6 contains 26344 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1934 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 161148 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 7998 members 
Mstep: Class 17 contains 102146 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149384 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227736.000000 Penalty: 14373.237305
Iteration 98Q: 25 clusters Score -2.322774e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 26154 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 4206 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 161480 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 102108 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5316 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149201 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227692.000000 Penalty: 14373.237305
Iteration 99Q: 25 clusters Score -2.322769e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 25954 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 4210 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 161775 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 7995 members 
Mstep: Class 17 contains 102058 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5349 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 149080 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23227888.000000 Penalty: 14373.237305
Iteration 100F: 25 clusters Score -2.322789e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 8692 members 
Mstep: Class 6 contains 25775 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 161768 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 102004 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5390 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148955 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228098.000000 Penalty: 14373.237305
Iteration 101Q: 25 clusters Score -2.32281e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 9035 members 
Mstep: Class 6 contains 25571 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 1202 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 161775 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 7998 members 
Mstep: Class 17 contains 101935 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5434 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148844 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228300.000000 Penalty: 14373.237305
Iteration 102Q: 25 clusters Score -2.32283e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 9395 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1956 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 161845 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8005 members 
Mstep: Class 17 contains 101844 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148690 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228524.000000 Penalty: 14373.237305
Iteration 103Q: 25 clusters Score -2.322852e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 9759 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2618 members 
Mstep: Class 13 contains 161978 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8016 members 
Mstep: Class 17 contains 101723 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148508 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228780.000000 Penalty: 14373.237305
Iteration 104Q: 25 clusters Score -2.322878e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 24868 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 4268 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2611 members 
Mstep: Class 13 contains 162122 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 101603 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148367 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23228930.000000 Penalty: 14373.237305
Iteration 105Q: 25 clusters Score -2.322893e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 10504 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1958 members 
Mstep: Class 9 contains 1122 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 162220 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 101493 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5607 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148235 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229164.000000 Penalty: 14373.237305
Iteration 106Q: 25 clusters Score -2.322916e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 10875 members 
Mstep: Class 6 contains 24298 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 4303 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2586 members 
Mstep: Class 13 contains 162383 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 101400 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 148063 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229324.000000 Penalty: 14373.237305
Iteration 107Q: 25 clusters Score -2.322932e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 11243 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 1088 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 162553 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8042 members 
Mstep: Class 17 contains 101317 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147928 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229414.000000 Penalty: 14373.237305
Iteration 108Q: 25 clusters Score -2.322941e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 23644 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 1080 members 
Mstep: Class 10 contains 4337 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2548 members 
Mstep: Class 13 contains 162693 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8049 members 
Mstep: Class 17 contains 101256 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147812 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229404.000000 Penalty: 14373.237305
Iteration 109Q: 25 clusters Score -2.32294e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 23334 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 1072 members 
Mstep: Class 10 contains 4356 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 162832 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 101174 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5825 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147686 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229442.000000 Penalty: 14373.237305
Iteration 110Q: 25 clusters Score -2.322944e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 12316 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 4368 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2503 members 
Mstep: Class 13 contains 162944 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8060 members 
Mstep: Class 17 contains 101119 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147521 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229470.000000 Penalty: 14373.237305
Iteration 111Q: 25 clusters Score -2.322947e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 12692 members 
Mstep: Class 6 contains 22713 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 4374 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 163054 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8063 members 
Mstep: Class 17 contains 101064 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 5956 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147371 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229542.000000 Penalty: 14373.237305
Iteration 112Q: 25 clusters Score -2.322954e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 13010 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 163224 members 
Mstep: Class 14 contains 2322 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 101030 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147200 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229568.000000 Penalty: 14373.237305
Iteration 113Q: 25 clusters Score -2.322957e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 13323 members 
Mstep: Class 6 contains 22097 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 4390 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 163419 members 
Mstep: Class 14 contains 2317 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 101001 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 147024 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229582.000000 Penalty: 14373.237305
Iteration 114Q: 25 clusters Score -2.322958e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 13595 members 
Mstep: Class 6 contains 21799 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 4394 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 163574 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 100975 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6133 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146891 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229604.000000 Penalty: 14373.237305
Iteration 115Q: 25 clusters Score -2.32296e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 13838 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4398 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 163803 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 100944 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6196 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146726 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229578.000000 Penalty: 14373.237305
Iteration 116Q: 25 clusters Score -2.322958e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14083 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 4403 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 163959 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8058 members 
Mstep: Class 17 contains 100931 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6257 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146599 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229654.000000 Penalty: 14373.237305
Iteration 117Q: 25 clusters Score -2.322965e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14347 members 
Mstep: Class 6 contains 20912 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 164071 members 
Mstep: Class 14 contains 2316 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 8064 members 
Mstep: Class 17 contains 100903 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6324 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146455 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229710.000000 Penalty: 14373.237305
Iteration 118Q: 25 clusters Score -2.322971e+07 nChanged 1254
Entering ConstructFrom: 
Score: -23229710.000000 Penalty: 14373.237305
Entering ConstructFrom: 
Trying to split cluster 1 (39592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Entering Unmasked Estep 
Score: -1745335.875000 Penalty: 481.680389
	Iteration 0F: 2 clusters Score -1745336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1718667.500000 Penalty: 963.360779
	Iteration 0F: 3 clusters Score -1718668 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1730528.375000 Penalty: 963.360779
	Iteration 1F: 3 clusters Score -1730528 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1731736.125000 Penalty: 963.360779
	Iteration 2F: 3 clusters Score -1731736 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1733438.250000 Penalty: 963.360779
	Iteration 3F: 3 clusters Score -1733438 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1735701.000000 Penalty: 963.360779
	Iteration 4F: 3 clusters Score -1735701 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1738345.125000 Penalty: 963.360779
	Iteration 5F: 3 clusters Score -1738345 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1740943.000000 Penalty: 963.360779
	Iteration 6F: 3 clusters Score -1740943 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1743009.500000 Penalty: 963.360779
	Iteration 7F: 3 clusters Score -1743010 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1744220.250000 Penalty: 963.360779
	Iteration 8Q: 3 clusters Score -1744220 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1744627.625000 Penalty: 963.360779
	Iteration 9Q: 3 clusters Score -1744628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1744801.750000 Penalty: 963.360779
	Iteration 10Q: 3 clusters Score -1744802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1744898.625000 Penalty: 963.360779
	Iteration 11Q: 3 clusters Score -1744899 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1744962.625000 Penalty: 963.360779
	Iteration 12Q: 3 clusters Score -1744963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1744986.125000 Penalty: 963.360779
	Iteration 13Q: 3 clusters Score -1744986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1745009.125000 Penalty: 963.360779
	Iteration 14Q: 3 clusters Score -1745009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1745032.625000 Penalty: 963.360779
	Iteration 15Q: 3 clusters Score -1745033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1745048.250000 Penalty: 963.360779
	Iteration 16Q: 3 clusters Score -1745048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1745056.625000 Penalty: 963.360779
	Iteration 17Q: 3 clusters Score -1745057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1745065.500000 Penalty: 963.360779
	Iteration 18Q: 3 clusters Score -1745066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1745065.375000 Penalty: 963.360779
	Iteration 19Q: 3 clusters Score -1745065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1745069.000000 Penalty: 963.360779
	Iteration 20F: 3 clusters Score -1745069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1745069.375000 Penalty: 963.360779
	Iteration 21Q: 3 clusters Score -1745069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1745071.125000 Penalty: 963.360779
	Iteration 22Q: 3 clusters Score -1745071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1745077.250000 Penalty: 963.360779
	Iteration 23Q: 3 clusters Score -1745077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1745079.000000 Penalty: 963.360779
	Iteration 24Q: 3 clusters Score -1745079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1745086.250000 Penalty: 963.360779
	Iteration 25Q: 3 clusters Score -1745086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1745086.625000 Penalty: 963.360779
	Iteration 26Q: 3 clusters Score -1745087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1745094.625000 Penalty: 963.360779
	Iteration 27Q: 3 clusters Score -1745095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1745098.750000 Penalty: 963.360779
	Iteration 28Q: 3 clusters Score -1745099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1745100.375000 Penalty: 963.360779
	Iteration 29Q: 3 clusters Score -1745100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1745099.750000 Penalty: 963.360779
	Iteration 30Q: 3 clusters Score -1745100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1745100.375000 Penalty: 963.360779
	Iteration 31Q: 3 clusters Score -1745100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1745100.375000 Penalty: 963.360779
	Iteration 32F: 3 clusters Score -1745100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -54213.222656 Penalty: 320.582825
	Iteration 0F: 2 clusters Score -54213.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53293.214844 Penalty: 641.165649
	Iteration 0F: 3 clusters Score -53293.21 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -53534.609375 Penalty: 641.165649
	Iteration 1F: 3 clusters Score -53534.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53572.078125 Penalty: 641.165649
	Iteration 2F: 3 clusters Score -53572.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53606.773438 Penalty: 641.165649
	Iteration 3Q: 3 clusters Score -53606.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53631.613281 Penalty: 641.165649
	Iteration 4Q: 3 clusters Score -53631.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53652.144531 Penalty: 641.165649
	Iteration 5Q: 3 clusters Score -53652.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53674.460938 Penalty: 641.165649
	Iteration 6Q: 3 clusters Score -53674.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53703.519531 Penalty: 641.165649
	Iteration 7Q: 3 clusters Score -53703.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53733.847656 Penalty: 641.165649
	Iteration 8Q: 3 clusters Score -53733.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53759.019531 Penalty: 641.165649
	Iteration 9Q: 3 clusters Score -53759.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53797.535156 Penalty: 641.165649
	Iteration 10Q: 3 clusters Score -53797.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -53829.671875 Penalty: 641.165649
	Iteration 11Q: 3 clusters Score -53829.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -53841.964844 Penalty: 641.165649
	Iteration 12Q: 3 clusters Score -53841.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53845.386719 Penalty: 641.165649
	Iteration 13Q: 3 clusters Score -53845.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -53851.406250 Penalty: 641.165649
	Iteration 14Q: 3 clusters Score -53851.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53856.347656 Penalty: 641.165649
	Iteration 15Q: 3 clusters Score -53856.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53859.878906 Penalty: 641.165649
	Iteration 16Q: 3 clusters Score -53859.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53861.253906 Penalty: 641.165649
	Iteration 17Q: 3 clusters Score -53861.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53862.472656 Penalty: 641.165649
	Iteration 18Q: 3 clusters Score -53862.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53863.449219 Penalty: 641.165649
	Iteration 19Q: 3 clusters Score -53863.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53864.406250 Penalty: 641.165649
	Iteration 20F: 3 clusters Score -53864.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53865.386719 Penalty: 641.165649
	Iteration 21Q: 3 clusters Score -53865.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53866.269531 Penalty: 641.165649
	Iteration 22Q: 3 clusters Score -53866.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53867.171875 Penalty: 641.165649
	Iteration 23Q: 3 clusters Score -53867.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53867.574219 Penalty: 641.165649
	Iteration 24Q: 3 clusters Score -53867.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53867.761719 Penalty: 641.165649
	Iteration 25Q: 3 clusters Score -53867.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53867.968750 Penalty: 641.165649
	Iteration 26Q: 3 clusters Score -53867.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53868.226562 Penalty: 641.165649
	Iteration 27Q: 3 clusters Score -53868.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53868.226562 Penalty: 641.165649
	Iteration 28F: 3 clusters Score -53868.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -19238.906250 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -19238.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18795.558594 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -18795.56 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18890.085938 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18890.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18908.466797 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18908.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18923.410156 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18923.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18930.138672 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -18930.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18933.468750 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18933.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18933.767578 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18933.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18933.767578 Penalty: 552.856506
	Iteration 7F: 3 clusters Score -18933.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9399.822266 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9399.822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9510.941406 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9510.941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9569.273438 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9569.273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9587.828125 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9587.828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9598.856445 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9598.856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9606.600586 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9606.601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9608.730469 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9608.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9609.999023 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9609.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9611.267578 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9611.268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9611.604492 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9611.604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9611.604492 Penalty: 497.593475
	Iteration 10F: 3 clusters Score -9611.604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -710226.750000 Penalty: 436.413818
	Iteration 0F: 2 clusters Score -710226.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -700421.062500 Penalty: 872.827637
	Iteration 0F: 3 clusters Score -700421.1 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -704606.500000 Penalty: 872.827637
	Iteration 1F: 3 clusters Score -704606.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -704950.875000 Penalty: 872.827637
	Iteration 2F: 3 clusters Score -704950.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -705385.750000 Penalty: 872.827637
	Iteration 3F: 3 clusters Score -705385.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -706045.375000 Penalty: 872.827637
	Iteration 4F: 3 clusters Score -706045.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -706839.500000 Penalty: 872.827637
	Iteration 5F: 3 clusters Score -706839.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -707575.312500 Penalty: 872.827637
	Iteration 6F: 3 clusters Score -707575.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -708079.375000 Penalty: 872.827637
	Iteration 7F: 3 clusters Score -708079.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -708369.875000 Penalty: 872.827637
	Iteration 8Q: 3 clusters Score -708369.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -708517.687500 Penalty: 872.827637
	Iteration 9Q: 3 clusters Score -708517.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -708612.937500 Penalty: 872.827637
	Iteration 10Q: 3 clusters Score -708612.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -708689.375000 Penalty: 872.827637
	Iteration 11Q: 3 clusters Score -708689.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -708771.125000 Penalty: 872.827637
	Iteration 12Q: 3 clusters Score -708771.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -708857.250000 Penalty: 872.827637
	Iteration 13Q: 3 clusters Score -708857.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -708943.187500 Penalty: 872.827637
	Iteration 14Q: 3 clusters Score -708943.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -709030.250000 Penalty: 872.827637
	Iteration 15Q: 3 clusters Score -709030.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -709122.750000 Penalty: 872.827637
	Iteration 16Q: 3 clusters Score -709122.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -709209.562500 Penalty: 872.827637
	Iteration 17Q: 3 clusters Score -709209.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -709296.000000 Penalty: 872.827637
	Iteration 18Q: 3 clusters Score -709296 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -709383.687500 Penalty: 872.827637
	Iteration 19Q: 3 clusters Score -709383.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -709484.625000 Penalty: 872.827637
	Iteration 20F: 3 clusters Score -709484.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -709593.375000 Penalty: 872.827637
	Iteration 21Q: 3 clusters Score -709593.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -709684.062500 Penalty: 872.827637
	Iteration 22Q: 3 clusters Score -709684.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -709746.375000 Penalty: 872.827637
	Iteration 23Q: 3 clusters Score -709746.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -709797.125000 Penalty: 872.827637
	Iteration 24Q: 3 clusters Score -709797.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -709829.937500 Penalty: 872.827637
	Iteration 25Q: 3 clusters Score -709829.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -709856.562500 Penalty: 872.827637
	Iteration 26Q: 3 clusters Score -709856.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -709877.312500 Penalty: 872.827637
	Iteration 27Q: 3 clusters Score -709877.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -709891.375000 Penalty: 872.827637
	Iteration 28Q: 3 clusters Score -709891.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -709904.125000 Penalty: 872.827637
	Iteration 29Q: 3 clusters Score -709904.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -709918.312500 Penalty: 872.827637
	Iteration 30Q: 3 clusters Score -709918.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -709939.500000 Penalty: 872.827637
	Iteration 31Q: 3 clusters Score -709939.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -709948.375000 Penalty: 872.827637
	Iteration 32Q: 3 clusters Score -709948.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -709956.625000 Penalty: 872.827637
	Iteration 33Q: 3 clusters Score -709956.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -709961.875000 Penalty: 872.827637
	Iteration 34Q: 3 clusters Score -709961.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -709966.250000 Penalty: 872.827637
	Iteration 35Q: 3 clusters Score -709966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -709968.750000 Penalty: 872.827637
	Iteration 36Q: 3 clusters Score -709968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -709970.687500 Penalty: 872.827637
	Iteration 37Q: 3 clusters Score -709970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -709971.375000 Penalty: 872.827637
	Iteration 38Q: 3 clusters Score -709971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -709972.500000 Penalty: 872.827637
	Iteration 39Q: 3 clusters Score -709972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -709973.625000 Penalty: 872.827637
	Iteration 40F: 3 clusters Score -709973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -709974.187500 Penalty: 872.827637
	Iteration 41Q: 3 clusters Score -709974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -709974.062500 Penalty: 872.827637
	Iteration 42Q: 3 clusters Score -709974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -709973.562500 Penalty: 872.827637
	Iteration 43Q: 3 clusters Score -709973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -709973.312500 Penalty: 872.827637
	Iteration 44Q: 3 clusters Score -709973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -709973.312500 Penalty: 872.827637
	Iteration 45F: 3 clusters Score -709973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -999404.750000 Penalty: 452.041870
	Iteration 0F: 2 clusters Score -999404.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -985732.562500 Penalty: 904.083740
	Iteration 0F: 3 clusters Score -985732.6 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -991325.437500 Penalty: 904.083740
	Iteration 1F: 3 clusters Score -991325.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -991652.000000 Penalty: 904.083740
	Iteration 2Q: 3 clusters Score -991652 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -992181.812500 Penalty: 904.083740
	Iteration 3F: 3 clusters Score -992181.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -992986.937500 Penalty: 904.083740
	Iteration 4F: 3 clusters Score -992986.9 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -994128.687500 Penalty: 904.083740
	Iteration 5F: 3 clusters Score -994128.7 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -995540.250000 Penalty: 904.083740
	Iteration 6F: 3 clusters Score -995540.2 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -996836.812500 Penalty: 904.083740
	Iteration 7F: 3 clusters Score -996836.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -997701.187500 Penalty: 904.083740
	Iteration 8Q: 3 clusters Score -997701.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -998210.812500 Penalty: 904.083740
	Iteration 9Q: 3 clusters Score -998210.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -998483.562500 Penalty: 904.083740
	Iteration 10Q: 3 clusters Score -998483.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -998667.187500 Penalty: 904.083740
	Iteration 11Q: 3 clusters Score -998667.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -998779.625000 Penalty: 904.083740
	Iteration 12Q: 3 clusters Score -998779.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -998862.812500 Penalty: 904.083740
	Iteration 13Q: 3 clusters Score -998862.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -998909.125000 Penalty: 904.083740
	Iteration 14Q: 3 clusters Score -998909.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -998957.562500 Penalty: 904.083740
	Iteration 15Q: 3 clusters Score -998957.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -998995.812500 Penalty: 904.083740
	Iteration 16Q: 3 clusters Score -998995.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -999021.125000 Penalty: 904.083740
	Iteration 17Q: 3 clusters Score -999021.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -999044.437500 Penalty: 904.083740
	Iteration 18Q: 3 clusters Score -999044.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -999062.687500 Penalty: 904.083740
	Iteration 19Q: 3 clusters Score -999062.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -999084.562500 Penalty: 904.083740
	Iteration 20F: 3 clusters Score -999084.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -999100.812500 Penalty: 904.083740
	Iteration 21Q: 3 clusters Score -999100.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -999110.500000 Penalty: 904.083740
	Iteration 22Q: 3 clusters Score -999110.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -999122.437500 Penalty: 904.083740
	Iteration 23Q: 3 clusters Score -999122.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -999131.062500 Penalty: 904.083740
	Iteration 24Q: 3 clusters Score -999131.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -999136.375000 Penalty: 904.083740
	Iteration 25Q: 3 clusters Score -999136.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -999141.062500 Penalty: 904.083740
	Iteration 26Q: 3 clusters Score -999141.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -999145.500000 Penalty: 904.083740
	Iteration 27Q: 3 clusters Score -999145.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -999149.375000 Penalty: 904.083740
	Iteration 28Q: 3 clusters Score -999149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -999150.375000 Penalty: 904.083740
	Iteration 29Q: 3 clusters Score -999150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -999152.562500 Penalty: 904.083740
	Iteration 30Q: 3 clusters Score -999152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -999158.000000 Penalty: 904.083740
	Iteration 31Q: 3 clusters Score -999158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -999156.937500 Penalty: 904.083740
	Iteration 32Q: 3 clusters Score -999156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -999156.937500 Penalty: 904.083740
	Iteration 33Q: 3 clusters Score -999156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -999157.625000 Penalty: 904.083740
	Iteration 34Q: 3 clusters Score -999157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -999157.125000 Penalty: 904.083740
	Iteration 35Q: 3 clusters Score -999157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -999157.750000 Penalty: 904.083740
	Iteration 36Q: 3 clusters Score -999157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -999158.062500 Penalty: 904.083740
	Iteration 37Q: 3 clusters Score -999158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -999159.625000 Penalty: 904.083740
	Iteration 38Q: 3 clusters Score -999159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -999159.187500 Penalty: 904.083740
	Iteration 39Q: 3 clusters Score -999159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -999158.312500 Penalty: 904.083740
	Iteration 40F: 3 clusters Score -999158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -999159.375000 Penalty: 904.083740
	Iteration 41Q: 3 clusters Score -999159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -999161.937500 Penalty: 904.083740
	Iteration 42Q: 3 clusters Score -999161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -999162.187500 Penalty: 904.083740
	Iteration 43Q: 3 clusters Score -999162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -999162.687500 Penalty: 904.083740
	Iteration 44Q: 3 clusters Score -999162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -999162.687500 Penalty: 904.083740
	Iteration 45F: 3 clusters Score -999162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -108010.523438 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -108010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -106414.726562 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -106414.7 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -106969.750000 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -106969.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -107036.203125 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -107036.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107085.015625 Penalty: 703.325867
	Iteration 3Q: 3 clusters Score -107085 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -107132.359375 Penalty: 703.325867
	Iteration 4Q: 3 clusters Score -107132.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -107169.421875 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -107169.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -107213.898438 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -107213.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -107261.156250 Penalty: 703.325867
	Iteration 7Q: 3 clusters Score -107261.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107323.367188 Penalty: 703.325867
	Iteration 8Q: 3 clusters Score -107323.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107377.812500 Penalty: 703.325867
	Iteration 9Q: 3 clusters Score -107377.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107425.445312 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -107425.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107475.375000 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -107475.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107506.375000 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -107506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107521.210938 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -107521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107532.421875 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -107532.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107548.304688 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -107548.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107568.562500 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -107568.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -107589.007812 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -107589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107603.437500 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -107603.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107618.390625 Penalty: 703.325867
	Iteration 19Q: 3 clusters Score -107618.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107636.000000 Penalty: 703.325867
	Iteration 20F: 3 clusters Score -107636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -107649.312500 Penalty: 703.325867
	Iteration 21Q: 3 clusters Score -107649.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -107663.140625 Penalty: 703.325867
	Iteration 22Q: 3 clusters Score -107663.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -107678.437500 Penalty: 703.325867
	Iteration 23Q: 3 clusters Score -107678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -107684.179688 Penalty: 703.325867
	Iteration 24Q: 3 clusters Score -107684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -107690.835938 Penalty: 703.325867
	Iteration 25Q: 3 clusters Score -107690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -107694.421875 Penalty: 703.325867
	Iteration 26Q: 3 clusters Score -107694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -107696.421875 Penalty: 703.325867
	Iteration 27Q: 3 clusters Score -107696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -107697.289062 Penalty: 703.325867
	Iteration 28Q: 3 clusters Score -107697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -107697.781250 Penalty: 703.325867
	Iteration 29Q: 3 clusters Score -107697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -107697.781250 Penalty: 703.325867
	Iteration 30F: 3 clusters Score -107697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -100905.281250 Penalty: 346.181030
	Iteration 0F: 2 clusters Score -100905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -99445.648438 Penalty: 692.362061
	Iteration 0F: 3 clusters Score -99445.65 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -99903.921875 Penalty: 692.362061
	Iteration 1F: 3 clusters Score -99903.92 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -99972.460938 Penalty: 692.362061
	Iteration 2F: 3 clusters Score -99972.46 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -100012.734375 Penalty: 692.362061
	Iteration 3F: 3 clusters Score -100012.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -100049.765625 Penalty: 692.362061
	Iteration 4Q: 3 clusters Score -100049.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -100080.984375 Penalty: 692.362061
	Iteration 5Q: 3 clusters Score -100081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -100110.718750 Penalty: 692.362061
	Iteration 6Q: 3 clusters Score -100110.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -100147.203125 Penalty: 692.362061
	Iteration 7Q: 3 clusters Score -100147.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -100194.257812 Penalty: 692.362061
	Iteration 8Q: 3 clusters Score -100194.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -100252.718750 Penalty: 692.362061
	Iteration 9Q: 3 clusters Score -100252.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -100324.304688 Penalty: 692.362061
	Iteration 10Q: 3 clusters Score -100324.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -100389.781250 Penalty: 692.362061
	Iteration 11Q: 3 clusters Score -100389.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -100450.492188 Penalty: 692.362061
	Iteration 12Q: 3 clusters Score -100450.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -100486.882812 Penalty: 692.362061
	Iteration 13Q: 3 clusters Score -100486.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -100506.179688 Penalty: 692.362061
	Iteration 14Q: 3 clusters Score -100506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -100525.429688 Penalty: 692.362061
	Iteration 15Q: 3 clusters Score -100525.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -100539.468750 Penalty: 692.362061
	Iteration 16Q: 3 clusters Score -100539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -100546.406250 Penalty: 692.362061
	Iteration 17Q: 3 clusters Score -100546.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -100553.046875 Penalty: 692.362061
	Iteration 18Q: 3 clusters Score -100553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -100556.765625 Penalty: 692.362061
	Iteration 19Q: 3 clusters Score -100556.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -100562.960938 Penalty: 692.362061
	Iteration 20F: 3 clusters Score -100563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -100569.382812 Penalty: 692.362061
	Iteration 21Q: 3 clusters Score -100569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -100574.179688 Penalty: 692.362061
	Iteration 22Q: 3 clusters Score -100574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -100579.976562 Penalty: 692.362061
	Iteration 23Q: 3 clusters Score -100580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -100583.812500 Penalty: 692.362061
	Iteration 24Q: 3 clusters Score -100583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -100585.929688 Penalty: 692.362061
	Iteration 25Q: 3 clusters Score -100585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -100588.156250 Penalty: 692.362061
	Iteration 26Q: 3 clusters Score -100588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -100588.929688 Penalty: 692.362061
	Iteration 27Q: 3 clusters Score -100588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -100590.523438 Penalty: 692.362061
	Iteration 28Q: 3 clusters Score -100590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -100593.156250 Penalty: 692.362061
	Iteration 29Q: 3 clusters Score -100593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -100595.023438 Penalty: 692.362061
	Iteration 30Q: 3 clusters Score -100595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -100596.445312 Penalty: 692.362061
	Iteration 31Q: 3 clusters Score -100596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -100597.812500 Penalty: 692.362061
	Iteration 32Q: 3 clusters Score -100597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -100598.539062 Penalty: 692.362061
	Iteration 33Q: 3 clusters Score -100598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -100599.757812 Penalty: 692.362061
	Iteration 34Q: 3 clusters Score -100599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -100600.156250 Penalty: 692.362061
	Iteration 35Q: 3 clusters Score -100600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -100600.156250 Penalty: 692.362061
	Iteration 36F: 3 clusters Score -100600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -52579.386719 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -52579.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51756.984375 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -51756.98 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -51957.781250 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -51957.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52009.984375 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -52009.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52039.445312 Penalty: 628.878357
	Iteration 3F: 3 clusters Score -52039.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52062.371094 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -52062.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -52084.992188 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -52084.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -52102.609375 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -52102.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -52116.867188 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -52116.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -52134.253906 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -52134.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52153.554688 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -52153.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52168.148438 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -52168.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -52188.835938 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -52188.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -52212.667969 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -52212.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -52219.949219 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -52219.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -52221.656250 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -52221.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -52222.546875 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -52222.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52225.054688 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -52225.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -52227.097656 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -52227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52228.656250 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -52228.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52230.085938 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -52230.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -52230.847656 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -52230.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -52231.796875 Penalty: 628.878357
	Iteration 21Q: 3 clusters Score -52231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -52231.796875 Penalty: 628.878357
	Iteration 22F: 3 clusters Score -52231.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -190132.781250 Penalty: 381.829498
	Iteration 0F: 2 clusters Score -190132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -187144.406250 Penalty: 763.658997
	Iteration 0F: 3 clusters Score -187144.4 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -188254.156250 Penalty: 763.658997
	Iteration 1F: 3 clusters Score -188254.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -188394.250000 Penalty: 763.658997
	Iteration 2F: 3 clusters Score -188394.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -188488.437500 Penalty: 763.658997
	Iteration 3F: 3 clusters Score -188488.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -188563.093750 Penalty: 763.658997
	Iteration 4Q: 3 clusters Score -188563.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -188639.734375 Penalty: 763.658997
	Iteration 5Q: 3 clusters Score -188639.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -188732.015625 Penalty: 763.658997
	Iteration 6Q: 3 clusters Score -188732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -188834.468750 Penalty: 763.658997
	Iteration 7Q: 3 clusters Score -188834.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -188934.765625 Penalty: 763.658997
	Iteration 8Q: 3 clusters Score -188934.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -189069.093750 Penalty: 763.658997
	Iteration 9Q: 3 clusters Score -189069.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189204.828125 Penalty: 763.658997
	Iteration 10Q: 3 clusters Score -189204.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189318.718750 Penalty: 763.658997
	Iteration 11Q: 3 clusters Score -189318.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -189427.484375 Penalty: 763.658997
	Iteration 12Q: 3 clusters Score -189427.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -189510.859375 Penalty: 763.658997
	Iteration 13Q: 3 clusters Score -189510.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -189568.734375 Penalty: 763.658997
	Iteration 14Q: 3 clusters Score -189568.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -189618.437500 Penalty: 763.658997
	Iteration 15Q: 3 clusters Score -189618.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -189650.515625 Penalty: 763.658997
	Iteration 16Q: 3 clusters Score -189650.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -189679.296875 Penalty: 763.658997
	Iteration 17Q: 3 clusters Score -189679.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -189708.296875 Penalty: 763.658997
	Iteration 18Q: 3 clusters Score -189708.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -189737.250000 Penalty: 763.658997
	Iteration 19Q: 3 clusters Score -189737.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -189755.140625 Penalty: 763.658997
	Iteration 20F: 3 clusters Score -189755.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -189775.390625 Penalty: 763.658997
	Iteration 21Q: 3 clusters Score -189775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -189787.062500 Penalty: 763.658997
	Iteration 22Q: 3 clusters Score -189787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -189794.703125 Penalty: 763.658997
	Iteration 23Q: 3 clusters Score -189794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -189800.109375 Penalty: 763.658997
	Iteration 24Q: 3 clusters Score -189800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -189807.843750 Penalty: 763.658997
	Iteration 25Q: 3 clusters Score -189807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -189812.937500 Penalty: 763.658997
	Iteration 26Q: 3 clusters Score -189812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -189812.937500 Penalty: 763.658997
	Iteration 27F: 3 clusters Score -189812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -17065.322266 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -17065.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16649.400391 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -16649.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16764.457031 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -16764.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16801.394531 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -16801.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -16820.677734 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -16820.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16845.814453 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -16845.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16862.345703 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -16862.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16868.001953 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -16868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -16870.744141 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -16870.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -16874.259766 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -16874.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -16876.654297 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -16876.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -16879.138672 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -16879.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -16881.853516 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -16881.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16884.839844 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -16884.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16891.802734 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -16891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16894.517578 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -16894.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16894.517578 Penalty: 544.995483
	Iteration 15F: 3 clusters Score -16894.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -113266.757812 Penalty: 353.352692
	Iteration 0F: 2 clusters Score -113266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -111602.445312 Penalty: 706.705383
	Iteration 0F: 3 clusters Score -111602.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -112203.468750 Penalty: 706.705383
	Iteration 1F: 3 clusters Score -112203.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -112291.757812 Penalty: 706.705383
	Iteration 2F: 3 clusters Score -112291.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -112353.507812 Penalty: 706.705383
	Iteration 3F: 3 clusters Score -112353.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -112411.945312 Penalty: 706.705383
	Iteration 4Q: 3 clusters Score -112411.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -112465.757812 Penalty: 706.705383
	Iteration 5Q: 3 clusters Score -112465.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -112510.289062 Penalty: 706.705383
	Iteration 6Q: 3 clusters Score -112510.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -112555.742188 Penalty: 706.705383
	Iteration 7Q: 3 clusters Score -112555.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -112591.718750 Penalty: 706.705383
	Iteration 8Q: 3 clusters Score -112591.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -112609.226562 Penalty: 706.705383
	Iteration 9Q: 3 clusters Score -112609.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -112624.062500 Penalty: 706.705383
	Iteration 10Q: 3 clusters Score -112624.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -112637.187500 Penalty: 706.705383
	Iteration 11Q: 3 clusters Score -112637.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -112652.148438 Penalty: 706.705383
	Iteration 12Q: 3 clusters Score -112652.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -112667.031250 Penalty: 706.705383
	Iteration 13Q: 3 clusters Score -112667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -112680.062500 Penalty: 706.705383
	Iteration 14Q: 3 clusters Score -112680.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -112696.156250 Penalty: 706.705383
	Iteration 15Q: 3 clusters Score -112696.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -112714.898438 Penalty: 706.705383
	Iteration 16Q: 3 clusters Score -112714.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -112737.218750 Penalty: 706.705383
	Iteration 17Q: 3 clusters Score -112737.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -112758.734375 Penalty: 706.705383
	Iteration 18Q: 3 clusters Score -112758.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -112771.523438 Penalty: 706.705383
	Iteration 19Q: 3 clusters Score -112771.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -112779.843750 Penalty: 706.705383
	Iteration 20F: 3 clusters Score -112779.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -112787.601562 Penalty: 706.705383
	Iteration 21Q: 3 clusters Score -112787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -112791.734375 Penalty: 706.705383
	Iteration 22Q: 3 clusters Score -112791.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -112796.851562 Penalty: 706.705383
	Iteration 23Q: 3 clusters Score -112796.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112801.468750 Penalty: 706.705383
	Iteration 24Q: 3 clusters Score -112801.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -112804.289062 Penalty: 706.705383
	Iteration 25Q: 3 clusters Score -112804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -112807.015625 Penalty: 706.705383
	Iteration 26Q: 3 clusters Score -112807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -112809.851562 Penalty: 706.705383
	Iteration 27Q: 3 clusters Score -112809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -112812.476562 Penalty: 706.705383
	Iteration 28Q: 3 clusters Score -112812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -112815.109375 Penalty: 706.705383
	Iteration 29Q: 3 clusters Score -112815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -112818.992188 Penalty: 706.705383
	Iteration 30Q: 3 clusters Score -112819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -112825.445312 Penalty: 706.705383
	Iteration 31Q: 3 clusters Score -112825.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -112833.960938 Penalty: 706.705383
	Iteration 32Q: 3 clusters Score -112834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -112840.085938 Penalty: 706.705383
	Iteration 33Q: 3 clusters Score -112840.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -112847.992188 Penalty: 706.705383
	Iteration 34Q: 3 clusters Score -112848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -112851.351562 Penalty: 706.705383
	Iteration 35Q: 3 clusters Score -112851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -112856.148438 Penalty: 706.705383
	Iteration 36Q: 3 clusters Score -112856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -112867.234375 Penalty: 706.705383
	Iteration 37Q: 3 clusters Score -112867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -112878.359375 Penalty: 706.705383
	Iteration 38Q: 3 clusters Score -112878.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112887.445312 Penalty: 706.705383
	Iteration 39Q: 3 clusters Score -112887.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -112890.234375 Penalty: 706.705383
	Iteration 40F: 3 clusters Score -112890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -112893.132812 Penalty: 706.705383
	Iteration 41Q: 3 clusters Score -112893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -112895.960938 Penalty: 706.705383
	Iteration 42Q: 3 clusters Score -112896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -112899.085938 Penalty: 706.705383
	Iteration 43Q: 3 clusters Score -112899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -112904.156250 Penalty: 706.705383
	Iteration 44Q: 3 clusters Score -112904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -112905.875000 Penalty: 706.705383
	Iteration 45Q: 3 clusters Score -112905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -112907.195312 Penalty: 706.705383
	Iteration 46Q: 3 clusters Score -112907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -112909.304688 Penalty: 706.705383
	Iteration 47Q: 3 clusters Score -112909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -112910.875000 Penalty: 706.705383
	Iteration 48Q: 3 clusters Score -112910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -112912.414062 Penalty: 706.705383
	Iteration 49Q: 3 clusters Score -112912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -112914.906250 Penalty: 706.705383
	Iteration 50Q: 3 clusters Score -112914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -112917.765625 Penalty: 706.705383
	Iteration 51Q: 3 clusters Score -112917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -112920.703125 Penalty: 706.705383
	Iteration 52Q: 3 clusters Score -112920.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -112923.093750 Penalty: 706.705383
	Iteration 53Q: 3 clusters Score -112923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -112925.484375 Penalty: 706.705383
	Iteration 54Q: 3 clusters Score -112925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -112928.992188 Penalty: 706.705383
	Iteration 55Q: 3 clusters Score -112929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -112933.125000 Penalty: 706.705383
	Iteration 56Q: 3 clusters Score -112933.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -112937.523438 Penalty: 706.705383
	Iteration 57Q: 3 clusters Score -112937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -112943.242188 Penalty: 706.705383
	Iteration 58Q: 3 clusters Score -112943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -112948.546875 Penalty: 706.705383
	Iteration 59Q: 3 clusters Score -112948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -112952.367188 Penalty: 706.705383
	Iteration 60F: 3 clusters Score -112952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -112956.414062 Penalty: 706.705383
	Iteration 61Q: 3 clusters Score -112956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -112958.968750 Penalty: 706.705383
	Iteration 62Q: 3 clusters Score -112959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -112960.859375 Penalty: 706.705383
	Iteration 63Q: 3 clusters Score -112960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -112962.750000 Penalty: 706.705383
	Iteration 64Q: 3 clusters Score -112962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -112967.132812 Penalty: 706.705383
	Iteration 65Q: 3 clusters Score -112967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -112972.234375 Penalty: 706.705383
	Iteration 66Q: 3 clusters Score -112972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -112976.773438 Penalty: 706.705383
	Iteration 67Q: 3 clusters Score -112976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -112979.335938 Penalty: 706.705383
	Iteration 68Q: 3 clusters Score -112979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -112981.226562 Penalty: 706.705383
	Iteration 69Q: 3 clusters Score -112981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -112983.359375 Penalty: 706.705383
	Iteration 70Q: 3 clusters Score -112983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -112985.109375 Penalty: 706.705383
	Iteration 71Q: 3 clusters Score -112985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -112987.945312 Penalty: 706.705383
	Iteration 72Q: 3 clusters Score -112987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -112990.179688 Penalty: 706.705383
	Iteration 73Q: 3 clusters Score -112990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -112991.078125 Penalty: 706.705383
	Iteration 74Q: 3 clusters Score -112991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -112992.226562 Penalty: 706.705383
	Iteration 75Q: 3 clusters Score -112992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -112993.367188 Penalty: 706.705383
	Iteration 76Q: 3 clusters Score -112993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -112995.593750 Penalty: 706.705383
	Iteration 77Q: 3 clusters Score -112995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -112997.273438 Penalty: 706.705383
	Iteration 78Q: 3 clusters Score -112997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -112998.187500 Penalty: 706.705383
	Iteration 79Q: 3 clusters Score -112998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -113000.625000 Penalty: 706.705383
	Iteration 80F: 3 clusters Score -113000.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -113004.914062 Penalty: 706.705383
	Iteration 81Q: 3 clusters Score -113004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -113005.820312 Penalty: 706.705383
	Iteration 82Q: 3 clusters Score -113005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -113006.414062 Penalty: 706.705383
	Iteration 83Q: 3 clusters Score -113006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -113006.773438 Penalty: 706.705383
	Iteration 84Q: 3 clusters Score -113006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -113008.195312 Penalty: 706.705383
	Iteration 85Q: 3 clusters Score -113008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -113009.054688 Penalty: 706.705383
	Iteration 86Q: 3 clusters Score -113009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -113009.132812 Penalty: 706.705383
	Iteration 87Q: 3 clusters Score -113009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -113009.296875 Penalty: 706.705383
	Iteration 88Q: 3 clusters Score -113009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -113009.718750 Penalty: 706.705383
	Iteration 89Q: 3 clusters Score -113009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -113009.718750 Penalty: 706.705383
	Iteration 90F: 3 clusters Score -113009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164106 members 
Entering Unmasked Estep 
Score: -7567512.500000 Penalty: 546.376160
	Iteration 0F: 2 clusters Score -7567512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -7459443.500000 Penalty: 1092.752319
	Iteration 0F: 3 clusters Score -7459444 nChanged 80656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 84978 members 
Entering Unmasked Estep 
Score: -7507000.000000 Penalty: 1092.752319
	Iteration 1F: 3 clusters Score -7507000 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -7507908.000000 Penalty: 1092.752319
	Iteration 2Q: 3 clusters Score -7507908 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -7509462.500000 Penalty: 1092.752319
	Iteration 3Q: 3 clusters Score -7509462 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -7512266.500000 Penalty: 1092.752319
	Iteration 4Q: 3 clusters Score -7512266 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -7517467.000000 Penalty: 1092.752319
	Iteration 5F: 3 clusters Score -7517467 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
Score: -7526340.000000 Penalty: 1092.752319
	Iteration 6F: 3 clusters Score -7526340 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -7538823.500000 Penalty: 1092.752319
	Iteration 7F: 3 clusters Score -7538824 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 142824 members 
Entering Unmasked Estep 
Score: -7551498.000000 Penalty: 1092.752319
	Iteration 8F: 3 clusters Score -7551498 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 152446 members 
Entering Unmasked Estep 
Score: -7560190.500000 Penalty: 1092.752319
	Iteration 9F: 3 clusters Score -7560190 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -7564491.500000 Penalty: 1092.752319
	Iteration 10Q: 3 clusters Score -7564492 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -7566293.000000 Penalty: 1092.752319
	Iteration 11Q: 3 clusters Score -7566293 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -7566945.500000 Penalty: 1092.752319
	Iteration 12Q: 3 clusters Score -7566946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -7567175.500000 Penalty: 1092.752319
	Iteration 13Q: 3 clusters Score -7567176 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -7567238.000000 Penalty: 1092.752319
	Iteration 14Q: 3 clusters Score -7567238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -7567272.500000 Penalty: 1092.752319
	Iteration 15Q: 3 clusters Score -7567272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 163715 members 
Entering Unmasked Estep 
Score: -7567297.500000 Penalty: 1092.752319
	Iteration 16Q: 3 clusters Score -7567298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -7567287.500000 Penalty: 1092.752319
	Iteration 17Q: 3 clusters Score -7567288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -7567299.000000 Penalty: 1092.752319
	Iteration 18Q: 3 clusters Score -7567299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 163776 members 
Entering Unmasked Estep 
Score: -7567294.000000 Penalty: 1092.752319
	Iteration 19Q: 3 clusters Score -7567294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -7567289.500000 Penalty: 1092.752319
	Iteration 20F: 3 clusters Score -7567290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -7567284.500000 Penalty: 1092.752319
	Iteration 21Q: 3 clusters Score -7567284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -7567290.000000 Penalty: 1092.752319
	Iteration 22Q: 3 clusters Score -7567290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -7567297.500000 Penalty: 1092.752319
	Iteration 23Q: 3 clusters Score -7567298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -7567298.500000 Penalty: 1092.752319
	Iteration 24Q: 3 clusters Score -7567298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163814 members 
Entering Unmasked Estep 
Score: -7567300.500000 Penalty: 1092.752319
	Iteration 25Q: 3 clusters Score -7567300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163818 members 
Entering Unmasked Estep 
Score: -7567297.500000 Penalty: 1092.752319
	Iteration 26Q: 3 clusters Score -7567298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -7567299.500000 Penalty: 1092.752319
	Iteration 27Q: 3 clusters Score -7567300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -7567302.500000 Penalty: 1092.752319
	Iteration 28Q: 3 clusters Score -7567302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -7567294.500000 Penalty: 1092.752319
	Iteration 29Q: 3 clusters Score -7567294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -7567294.000000 Penalty: 1092.752319
	Iteration 30Q: 3 clusters Score -7567294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 163837 members 
Entering Unmasked Estep 
Score: -7567292.000000 Penalty: 1092.752319
	Iteration 31Q: 3 clusters Score -7567292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -7567291.000000 Penalty: 1092.752319
	Iteration 32Q: 3 clusters Score -7567291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -7567291.000000 Penalty: 1092.752319
	Iteration 33F: 3 clusters Score -7567291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -99453.140625 Penalty: 352.554932
	Iteration 0F: 2 clusters Score -99453.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -97819.085938 Penalty: 705.109863
	Iteration 0F: 3 clusters Score -97819.09 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -98394.632812 Penalty: 705.109863
	Iteration 1F: 3 clusters Score -98394.63 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -98542.304688 Penalty: 705.109863
	Iteration 2F: 3 clusters Score -98542.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -98667.648438 Penalty: 705.109863
	Iteration 3F: 3 clusters Score -98667.65 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -98762.632812 Penalty: 705.109863
	Iteration 4F: 3 clusters Score -98762.63 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -98829.085938 Penalty: 705.109863
	Iteration 5F: 3 clusters Score -98829.09 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -98902.718750 Penalty: 705.109863
	Iteration 6Q: 3 clusters Score -98902.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -98962.687500 Penalty: 705.109863
	Iteration 7Q: 3 clusters Score -98962.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -99009.789062 Penalty: 705.109863
	Iteration 8Q: 3 clusters Score -99009.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -99047.726562 Penalty: 705.109863
	Iteration 9Q: 3 clusters Score -99047.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -99070.609375 Penalty: 705.109863
	Iteration 10Q: 3 clusters Score -99070.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -99088.867188 Penalty: 705.109863
	Iteration 11Q: 3 clusters Score -99088.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -99111.156250 Penalty: 705.109863
	Iteration 12Q: 3 clusters Score -99111.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -99133.093750 Penalty: 705.109863
	Iteration 13Q: 3 clusters Score -99133.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -99142.734375 Penalty: 705.109863
	Iteration 14Q: 3 clusters Score -99142.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -99148.117188 Penalty: 705.109863
	Iteration 15Q: 3 clusters Score -99148.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -99156.703125 Penalty: 705.109863
	Iteration 16Q: 3 clusters Score -99156.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -99171.906250 Penalty: 705.109863
	Iteration 17Q: 3 clusters Score -99171.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -99186.875000 Penalty: 705.109863
	Iteration 18Q: 3 clusters Score -99186.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -99201.437500 Penalty: 705.109863
	Iteration 19Q: 3 clusters Score -99201.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -99209.851562 Penalty: 705.109863
	Iteration 20F: 3 clusters Score -99209.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -99216.570312 Penalty: 705.109863
	Iteration 21Q: 3 clusters Score -99216.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -99225.054688 Penalty: 705.109863
	Iteration 22Q: 3 clusters Score -99225.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -99232.289062 Penalty: 705.109863
	Iteration 23Q: 3 clusters Score -99232.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -99241.812500 Penalty: 705.109863
	Iteration 24Q: 3 clusters Score -99241.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -99258.570312 Penalty: 705.109863
	Iteration 25Q: 3 clusters Score -99258.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -99264.718750 Penalty: 705.109863
	Iteration 26Q: 3 clusters Score -99264.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -99268.703125 Penalty: 705.109863
	Iteration 27Q: 3 clusters Score -99268.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -99293.031250 Penalty: 705.109863
	Iteration 28Q: 3 clusters Score -99293.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -99301.828125 Penalty: 705.109863
	Iteration 29Q: 3 clusters Score -99301.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -99307.375000 Penalty: 705.109863
	Iteration 30Q: 3 clusters Score -99307.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -99309.195312 Penalty: 705.109863
	Iteration 31Q: 3 clusters Score -99309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -99312.000000 Penalty: 705.109863
	Iteration 32Q: 3 clusters Score -99312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -99314.632812 Penalty: 705.109863
	Iteration 33Q: 3 clusters Score -99314.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -99316.320312 Penalty: 705.109863
	Iteration 34Q: 3 clusters Score -99316.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -99318.148438 Penalty: 705.109863
	Iteration 35Q: 3 clusters Score -99318.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -99319.476562 Penalty: 705.109863
	Iteration 36Q: 3 clusters Score -99319.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -99320.445312 Penalty: 705.109863
	Iteration 37Q: 3 clusters Score -99320.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -99321.632812 Penalty: 705.109863
	Iteration 38Q: 3 clusters Score -99321.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -99321.695312 Penalty: 705.109863
	Iteration 39Q: 3 clusters Score -99321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -99324.742188 Penalty: 705.109863
	Iteration 40F: 3 clusters Score -99324.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -99325.375000 Penalty: 705.109863
	Iteration 41Q: 3 clusters Score -99325.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -99325.375000 Penalty: 705.109863
	Iteration 42F: 3 clusters Score -99325.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -9003.441406 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -9003.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8693.290039 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -8693.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8783.773438 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -8783.773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8820.692383 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -8820.692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8841.272461 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -8841.272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8859.286133 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -8859.286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8864.872070 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -8864.872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8871.070312 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -8871.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8872.536133 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -8872.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8872.536133 Penalty: 502.452942
	Iteration 8F: 3 clusters Score -8872.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Entering Unmasked Estep 
Score: -353125.406250 Penalty: 409.342010
	Iteration 0F: 2 clusters Score -353125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -347779.406250 Penalty: 818.684021
	Iteration 0F: 3 clusters Score -347779.4 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -350170.875000 Penalty: 818.684021
	Iteration 1F: 3 clusters Score -350170.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -350601.156250 Penalty: 818.684021
	Iteration 2F: 3 clusters Score -350601.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -351134.781250 Penalty: 818.684021
	Iteration 3F: 3 clusters Score -351134.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -351824.281250 Penalty: 818.684021
	Iteration 4F: 3 clusters Score -351824.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -352742.812500 Penalty: 818.684021
	Iteration 5F: 3 clusters Score -352742.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -353441.812500 Penalty: 818.684021
	Iteration 6F: 3 clusters Score -353441.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -353713.875000 Penalty: 818.684021
	Iteration 7Q: 3 clusters Score -353713.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -353845.968750 Penalty: 818.684021
	Iteration 8Q: 3 clusters Score -353846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -353906.468750 Penalty: 818.684021
	Iteration 9Q: 3 clusters Score -353906.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -353934.781250 Penalty: 818.684021
	Iteration 10Q: 3 clusters Score -353934.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -353944.750000 Penalty: 818.684021
	Iteration 11Q: 3 clusters Score -353944.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -353949.687500 Penalty: 818.684021
	Iteration 12Q: 3 clusters Score -353949.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -353951.281250 Penalty: 818.684021
	Iteration 13Q: 3 clusters Score -353951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -353952.843750 Penalty: 818.684021
	Iteration 14Q: 3 clusters Score -353952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -353952.312500 Penalty: 818.684021
	Iteration 15Q: 3 clusters Score -353952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -353952.718750 Penalty: 818.684021
	Iteration 16Q: 3 clusters Score -353952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -353953.062500 Penalty: 818.684021
	Iteration 17Q: 3 clusters Score -353953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -353954.187500 Penalty: 818.684021
	Iteration 18Q: 3 clusters Score -353954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -353953.281250 Penalty: 818.684021
	Iteration 19Q: 3 clusters Score -353953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -353954.500000 Penalty: 818.684021
	Iteration 20F: 3 clusters Score -353954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -353954.875000 Penalty: 818.684021
	Iteration 21Q: 3 clusters Score -353954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -353955.687500 Penalty: 818.684021
	Iteration 22Q: 3 clusters Score -353955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -353955.781250 Penalty: 818.684021
	Iteration 23Q: 3 clusters Score -353955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -353957.843750 Penalty: 818.684021
	Iteration 24Q: 3 clusters Score -353957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -353958.781250 Penalty: 818.684021
	Iteration 25Q: 3 clusters Score -353958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -353958.093750 Penalty: 818.684021
	Iteration 26Q: 3 clusters Score -353958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -353958.531250 Penalty: 818.684021
	Iteration 27Q: 3 clusters Score -353958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -353958.375000 Penalty: 818.684021
	Iteration 28Q: 3 clusters Score -353958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -353957.875000 Penalty: 818.684021
	Iteration 29Q: 3 clusters Score -353957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -353957.593750 Penalty: 818.684021
	Iteration 30Q: 3 clusters Score -353957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -353958.500000 Penalty: 818.684021
	Iteration 31Q: 3 clusters Score -353958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -353958.500000 Penalty: 818.684021
	Iteration 32F: 3 clusters Score -353958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 20640 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 164106 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 100870 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146365 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Mstep: Class 25 contains 2255 members 
Entering Unmasked Estep 
Score: -23230330.000000 Penalty: 14972.122070
Splitting cluster 16 changes total score from -23229710.000000 to -23230330.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (100870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Entering Unmasked Estep 
Score: -4735493.000000 Penalty: 524.232239
	Iteration 0F: 2 clusters Score -4735493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -4667967.000000 Penalty: 1048.464478
	Iteration 0F: 3 clusters Score -4667967 nChanged 49296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -4696289.500000 Penalty: 1048.464478
	Iteration 1F: 3 clusters Score -4696290 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -4696980.000000 Penalty: 1048.464478
	Iteration 2Q: 3 clusters Score -4696980 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -4697928.500000 Penalty: 1048.464478
	Iteration 3Q: 3 clusters Score -4697928 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -4699493.000000 Penalty: 1048.464478
	Iteration 4Q: 3 clusters Score -4699493 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -4702422.500000 Penalty: 1048.464478
	Iteration 5Q: 3 clusters Score -4702422 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -4706983.500000 Penalty: 1048.464478
	Iteration 6F: 3 clusters Score -4706984 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -4712257.000000 Penalty: 1048.464478
	Iteration 7F: 3 clusters Score -4712257 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4716172.000000 Penalty: 1048.464478
	Iteration 8F: 3 clusters Score -4716172 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4717824.500000 Penalty: 1048.464478
	Iteration 9Q: 3 clusters Score -4717824 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4718426.000000 Penalty: 1048.464478
	Iteration 10Q: 3 clusters Score -4718426 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4718836.500000 Penalty: 1048.464478
	Iteration 11Q: 3 clusters Score -4718836 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4719243.000000 Penalty: 1048.464478
	Iteration 12Q: 3 clusters Score -4719243 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -4719692.500000 Penalty: 1048.464478
	Iteration 13Q: 3 clusters Score -4719692 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4720232.000000 Penalty: 1048.464478
	Iteration 14Q: 3 clusters Score -4720232 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4720917.500000 Penalty: 1048.464478
	Iteration 15Q: 3 clusters Score -4720918 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -4721617.000000 Penalty: 1048.464478
	Iteration 16Q: 3 clusters Score -4721617 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4722450.500000 Penalty: 1048.464478
	Iteration 17Q: 3 clusters Score -4722450 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81878 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4723422.000000 Penalty: 1048.464478
	Iteration 18Q: 3 clusters Score -4723422 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -4724467.500000 Penalty: 1048.464478
	Iteration 19Q: 3 clusters Score -4724468 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4725646.500000 Penalty: 1048.464478
	Iteration 20F: 3 clusters Score -4725646 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -4726895.000000 Penalty: 1048.464478
	Iteration 21Q: 3 clusters Score -4726895 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4728333.500000 Penalty: 1048.464478
	Iteration 22Q: 3 clusters Score -4728334 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4729678.500000 Penalty: 1048.464478
	Iteration 23Q: 3 clusters Score -4729678 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4730939.500000 Penalty: 1048.464478
	Iteration 24Q: 3 clusters Score -4730940 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4732078.500000 Penalty: 1048.464478
	Iteration 25Q: 3 clusters Score -4732078 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4733037.500000 Penalty: 1048.464478
	Iteration 26Q: 3 clusters Score -4733038 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4733812.500000 Penalty: 1048.464478
	Iteration 27Q: 3 clusters Score -4733812 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4734327.000000 Penalty: 1048.464478
	Iteration 28Q: 3 clusters Score -4734327 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4734648.000000 Penalty: 1048.464478
	Iteration 29Q: 3 clusters Score -4734648 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4734809.000000 Penalty: 1048.464478
	Iteration 30Q: 3 clusters Score -4734809 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4734900.000000 Penalty: 1048.464478
	Iteration 31Q: 3 clusters Score -4734900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4734953.000000 Penalty: 1048.464478
	Iteration 32Q: 3 clusters Score -4734953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4734995.000000 Penalty: 1048.464478
	Iteration 33Q: 3 clusters Score -4734995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4735025.500000 Penalty: 1048.464478
	Iteration 34Q: 3 clusters Score -4735026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4735046.500000 Penalty: 1048.464478
	Iteration 35Q: 3 clusters Score -4735046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4735053.000000 Penalty: 1048.464478
	Iteration 36Q: 3 clusters Score -4735053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100662 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4735062.000000 Penalty: 1048.464478
	Iteration 37Q: 3 clusters Score -4735062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4735074.000000 Penalty: 1048.464478
	Iteration 38Q: 3 clusters Score -4735074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4735081.000000 Penalty: 1048.464478
	Iteration 39Q: 3 clusters Score -4735081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4735082.500000 Penalty: 1048.464478
	Iteration 40F: 3 clusters Score -4735082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4735088.000000 Penalty: 1048.464478
	Iteration 41Q: 3 clusters Score -4735088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4735086.500000 Penalty: 1048.464478
	Iteration 42Q: 3 clusters Score -4735086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4735090.500000 Penalty: 1048.464478
	Iteration 43Q: 3 clusters Score -4735090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4735089.000000 Penalty: 1048.464478
	Iteration 44Q: 3 clusters Score -4735089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4735098.500000 Penalty: 1048.464478
	Iteration 45Q: 3 clusters Score -4735098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4735100.000000 Penalty: 1048.464478
	Iteration 46Q: 3 clusters Score -4735100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4735100.000000 Penalty: 1048.464478
	Iteration 47Q: 3 clusters Score -4735100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100697 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4735099.000000 Penalty: 1048.464478
	Iteration 48Q: 3 clusters Score -4735099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4735103.500000 Penalty: 1048.464478
	Iteration 49Q: 3 clusters Score -4735104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4735103.000000 Penalty: 1048.464478
	Iteration 50Q: 3 clusters Score -4735103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4735103.000000 Penalty: 1048.464478
	Iteration 51F: 3 clusters Score -4735103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -18045.234375 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -18045.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17595.041016 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -17595.04 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17782.695312 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -17782.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17956.486328 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -17956.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18123.767578 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -18123.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18254.529297 Penalty: 555.536194
	Iteration 4F: 3 clusters Score -18254.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -18321.238281 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -18321.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18348.537109 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -18348.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18382.894531 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -18382.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18390.226562 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -18390.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18392.300781 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -18392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18393.103516 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -18393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -18393.103516 Penalty: 555.536194
	Iteration 11F: 3 clusters Score -18393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 20640 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 164106 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 100870 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 146365 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Mstep: Class 25 contains 2255 members 
Mstep: Class 26 contains 319 members 
Entering Unmasked Estep 
Score: -23230344.000000 Penalty: 15571.006836
Splitting cluster 18 changes total score from -23229710.000000 to -23230344.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -323132.031250 Penalty: 398.657654
	Iteration 0F: 2 clusters Score -323132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -318832.625000 Penalty: 797.315308
	Iteration 0F: 3 clusters Score -318832.6 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -320495.187500 Penalty: 797.315308
	Iteration 1F: 3 clusters Score -320495.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -320679.500000 Penalty: 797.315308
	Iteration 2F: 3 clusters Score -320679.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -320930.468750 Penalty: 797.315308
	Iteration 3F: 3 clusters Score -320930.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -321284.375000 Penalty: 797.315308
	Iteration 4F: 3 clusters Score -321284.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -321694.093750 Penalty: 797.315308
	Iteration 5F: 3 clusters Score -321694.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -322091.656250 Penalty: 797.315308
	Iteration 6F: 3 clusters Score -322091.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -322341.125000 Penalty: 797.315308
	Iteration 7F: 3 clusters Score -322341.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -322443.312500 Penalty: 797.315308
	Iteration 8Q: 3 clusters Score -322443.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -322495.562500 Penalty: 797.315308
	Iteration 9Q: 3 clusters Score -322495.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -322536.218750 Penalty: 797.315308
	Iteration 10Q: 3 clusters Score -322536.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -322570.187500 Penalty: 797.315308
	Iteration 11Q: 3 clusters Score -322570.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -322601.281250 Penalty: 797.315308
	Iteration 12Q: 3 clusters Score -322601.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -322621.875000 Penalty: 797.315308
	Iteration 13Q: 3 clusters Score -322621.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -322635.937500 Penalty: 797.315308
	Iteration 14Q: 3 clusters Score -322635.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -322644.718750 Penalty: 797.315308
	Iteration 15Q: 3 clusters Score -322644.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -322651.750000 Penalty: 797.315308
	Iteration 16Q: 3 clusters Score -322651.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -322655.656250 Penalty: 797.315308
	Iteration 17Q: 3 clusters Score -322655.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -322659.156250 Penalty: 797.315308
	Iteration 18Q: 3 clusters Score -322659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -322661.656250 Penalty: 797.315308
	Iteration 19Q: 3 clusters Score -322661.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -322663.687500 Penalty: 797.315308
	Iteration 20F: 3 clusters Score -322663.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -322663.875000 Penalty: 797.315308
	Iteration 21Q: 3 clusters Score -322663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -322666.406250 Penalty: 797.315308
	Iteration 22Q: 3 clusters Score -322666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -322667.062500 Penalty: 797.315308
	Iteration 23Q: 3 clusters Score -322667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -322670.531250 Penalty: 797.315308
	Iteration 24Q: 3 clusters Score -322670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -322672.375000 Penalty: 797.315308
	Iteration 25Q: 3 clusters Score -322672.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -322673.906250 Penalty: 797.315308
	Iteration 26Q: 3 clusters Score -322673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -322674.968750 Penalty: 797.315308
	Iteration 27Q: 3 clusters Score -322675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -322676.781250 Penalty: 797.315308
	Iteration 28Q: 3 clusters Score -322676.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -322678.156250 Penalty: 797.315308
	Iteration 29Q: 3 clusters Score -322678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -322680.656250 Penalty: 797.315308
	Iteration 30Q: 3 clusters Score -322680.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -322683.593750 Penalty: 797.315308
	Iteration 31Q: 3 clusters Score -322683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -322686.812500 Penalty: 797.315308
	Iteration 32Q: 3 clusters Score -322686.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -322688.781250 Penalty: 797.315308
	Iteration 33Q: 3 clusters Score -322688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -322690.125000 Penalty: 797.315308
	Iteration 34Q: 3 clusters Score -322690.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -322691.406250 Penalty: 797.315308
	Iteration 35Q: 3 clusters Score -322691.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -322695.125000 Penalty: 797.315308
	Iteration 36Q: 3 clusters Score -322695.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -322697.781250 Penalty: 797.315308
	Iteration 37Q: 3 clusters Score -322697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -322700.750000 Penalty: 797.315308
	Iteration 38Q: 3 clusters Score -322700.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -322703.875000 Penalty: 797.315308
	Iteration 39Q: 3 clusters Score -322703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -322707.375000 Penalty: 797.315308
	Iteration 40F: 3 clusters Score -322707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -322710.781250 Penalty: 797.315308
	Iteration 41Q: 3 clusters Score -322710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -322713.093750 Penalty: 797.315308
	Iteration 42Q: 3 clusters Score -322713.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -322715.031250 Penalty: 797.315308
	Iteration 43Q: 3 clusters Score -322715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -322716.968750 Penalty: 797.315308
	Iteration 44Q: 3 clusters Score -322717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -322721.531250 Penalty: 797.315308
	Iteration 45Q: 3 clusters Score -322721.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -322724.000000 Penalty: 797.315308
	Iteration 46Q: 3 clusters Score -322724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -322726.812500 Penalty: 797.315308
	Iteration 47Q: 3 clusters Score -322726.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -322728.375000 Penalty: 797.315308
	Iteration 48Q: 3 clusters Score -322728.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -322731.062500 Penalty: 797.315308
	Iteration 49Q: 3 clusters Score -322731.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -322733.781250 Penalty: 797.315308
	Iteration 50Q: 3 clusters Score -322733.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -322736.031250 Penalty: 797.315308
	Iteration 51Q: 3 clusters Score -322736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -322739.250000 Penalty: 797.315308
	Iteration 52Q: 3 clusters Score -322739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -322741.343750 Penalty: 797.315308
	Iteration 53Q: 3 clusters Score -322741.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -322742.875000 Penalty: 797.315308
	Iteration 54Q: 3 clusters Score -322742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -322744.156250 Penalty: 797.315308
	Iteration 55Q: 3 clusters Score -322744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -322745.312500 Penalty: 797.315308
	Iteration 56Q: 3 clusters Score -322745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -322746.781250 Penalty: 797.315308
	Iteration 57Q: 3 clusters Score -322746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -322746.812500 Penalty: 797.315308
	Iteration 58Q: 3 clusters Score -322746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -322747.468750 Penalty: 797.315308
	Iteration 59Q: 3 clusters Score -322747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -322748.218750 Penalty: 797.315308
	Iteration 60F: 3 clusters Score -322748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -322748.718750 Penalty: 797.315308
	Iteration 61Q: 3 clusters Score -322748.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -322751.968750 Penalty: 797.315308
	Iteration 62Q: 3 clusters Score -322752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -322753.812500 Penalty: 797.315308
	Iteration 63Q: 3 clusters Score -322753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -322754.656250 Penalty: 797.315308
	Iteration 64Q: 3 clusters Score -322754.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -322754.468750 Penalty: 797.315308
	Iteration 65Q: 3 clusters Score -322754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -322755.875000 Penalty: 797.315308
	Iteration 66Q: 3 clusters Score -322755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -322756.625000 Penalty: 797.315308
	Iteration 67Q: 3 clusters Score -322756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -322756.875000 Penalty: 797.315308
	Iteration 68Q: 3 clusters Score -322756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -322757.406250 Penalty: 797.315308
	Iteration 69Q: 3 clusters Score -322757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -322758.062500 Penalty: 797.315308
	Iteration 70Q: 3 clusters Score -322758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -322758.156250 Penalty: 797.315308
	Iteration 71Q: 3 clusters Score -322758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -322758.343750 Penalty: 797.315308
	Iteration 72Q: 3 clusters Score -322758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -322759.687500 Penalty: 797.315308
	Iteration 73Q: 3 clusters Score -322759.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -322759.437500 Penalty: 797.315308
	Iteration 74Q: 3 clusters Score -322759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -322761.125000 Penalty: 797.315308
	Iteration 75Q: 3 clusters Score -322761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -322760.406250 Penalty: 797.315308
	Iteration 76Q: 3 clusters Score -322760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -322760.250000 Penalty: 797.315308
	Iteration 77Q: 3 clusters Score -322760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -322760.250000 Penalty: 797.315308
	Iteration 78F: 3 clusters Score -322760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -33798.304688 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -33798.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33117.250000 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -33117.25 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33335.535156 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -33335.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33379.503906 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -33379.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33422.402344 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -33422.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33477.714844 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -33477.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33505.410156 Penalty: 612.196289
	Iteration 5F: 3 clusters Score -33505.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33519.007812 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -33519.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33527.375000 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -33527.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33536.097656 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -33536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33537.812500 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -33537.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33538.855469 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -33538.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33539.902344 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -33539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33541.414062 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -33541.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33542.664062 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -33542.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33543.398438 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -33543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33545.171875 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -33545.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33545.578125 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -33545.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33546.390625 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -33546.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33547.488281 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -33547.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33548.683594 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -33548.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33551.593750 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -33551.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33554.128906 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -33554.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33557.671875 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -33557.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33561.046875 Penalty: 612.196289
	Iteration 23Q: 3 clusters Score -33561.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33562.070312 Penalty: 612.196289
	Iteration 24Q: 3 clusters Score -33562.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33563.632812 Penalty: 612.196289
	Iteration 25Q: 3 clusters Score -33563.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33565.550781 Penalty: 612.196289
	Iteration 26Q: 3 clusters Score -33565.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33567.343750 Penalty: 612.196289
	Iteration 27Q: 3 clusters Score -33567.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33575.464844 Penalty: 612.196289
	Iteration 28Q: 3 clusters Score -33575.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33586.832031 Penalty: 612.196289
	Iteration 29Q: 3 clusters Score -33586.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33596.582031 Penalty: 612.196289
	Iteration 30Q: 3 clusters Score -33596.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33601.273438 Penalty: 612.196289
	Iteration 31Q: 3 clusters Score -33601.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33602.406250 Penalty: 612.196289
	Iteration 32Q: 3 clusters Score -33602.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33602.406250 Penalty: 612.196289
	Iteration 33F: 3 clusters Score -33602.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146365 members 
Entering Unmasked Estep 
Score: -6847365.500000 Penalty: 541.170593
	Iteration 0F: 2 clusters Score -6847366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -6749232.000000 Penalty: 1082.341187
	Iteration 0F: 3 clusters Score -6749232 nChanged 71702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -6797538.000000 Penalty: 1082.341187
	Iteration 1F: 3 clusters Score -6797538 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6803441.500000 Penalty: 1082.341187
	Iteration 2F: 3 clusters Score -6803442 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -6812128.500000 Penalty: 1082.341187
	Iteration 3F: 3 clusters Score -6812128 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -6821501.500000 Penalty: 1082.341187
	Iteration 4F: 3 clusters Score -6821502 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6827916.500000 Penalty: 1082.341187
	Iteration 5F: 3 clusters Score -6827916 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119502 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -6831105.000000 Penalty: 1082.341187
	Iteration 6Q: 3 clusters Score -6831105 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -6833151.500000 Penalty: 1082.341187
	Iteration 7Q: 3 clusters Score -6833152 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126457 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6835080.500000 Penalty: 1082.341187
	Iteration 8Q: 3 clusters Score -6835080 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129787 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -6837057.000000 Penalty: 1082.341187
	Iteration 9Q: 3 clusters Score -6837057 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132844 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -6838974.500000 Penalty: 1082.341187
	Iteration 10Q: 3 clusters Score -6838974 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -6840816.000000 Penalty: 1082.341187
	Iteration 11Q: 3 clusters Score -6840816 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138015 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6842512.500000 Penalty: 1082.341187
	Iteration 12Q: 3 clusters Score -6842512 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6844034.000000 Penalty: 1082.341187
	Iteration 13Q: 3 clusters Score -6844034 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6845237.500000 Penalty: 1082.341187
	Iteration 14Q: 3 clusters Score -6845238 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143052 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6846024.500000 Penalty: 1082.341187
	Iteration 15Q: 3 clusters Score -6846024 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6846592.500000 Penalty: 1082.341187
	Iteration 16Q: 3 clusters Score -6846592 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6846954.000000 Penalty: 1082.341187
	Iteration 17Q: 3 clusters Score -6846954 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144757 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6847232.500000 Penalty: 1082.341187
	Iteration 18Q: 3 clusters Score -6847232 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6847433.500000 Penalty: 1082.341187
	Iteration 19Q: 3 clusters Score -6847434 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6847557.500000 Penalty: 1082.341187
	Iteration 20F: 3 clusters Score -6847558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6847637.500000 Penalty: 1082.341187
	Iteration 21Q: 3 clusters Score -6847638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6847683.500000 Penalty: 1082.341187
	Iteration 22Q: 3 clusters Score -6847684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145113 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6847722.500000 Penalty: 1082.341187
	Iteration 23Q: 3 clusters Score -6847722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6847748.000000 Penalty: 1082.341187
	Iteration 24Q: 3 clusters Score -6847748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145114 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6847738.000000 Penalty: 1082.341187
	Iteration 25Q: 3 clusters Score -6847738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6847755.500000 Penalty: 1082.341187
	Iteration 26Q: 3 clusters Score -6847756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6847766.500000 Penalty: 1082.341187
	Iteration 27Q: 3 clusters Score -6847766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6847771.500000 Penalty: 1082.341187
	Iteration 28Q: 3 clusters Score -6847772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6847783.500000 Penalty: 1082.341187
	Iteration 29Q: 3 clusters Score -6847784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6847794.500000 Penalty: 1082.341187
	Iteration 30Q: 3 clusters Score -6847794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6847803.000000 Penalty: 1082.341187
	Iteration 31Q: 3 clusters Score -6847803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6847799.500000 Penalty: 1082.341187
	Iteration 32Q: 3 clusters Score -6847800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6847806.500000 Penalty: 1082.341187
	Iteration 33Q: 3 clusters Score -6847806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145047 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6847813.000000 Penalty: 1082.341187
	Iteration 34Q: 3 clusters Score -6847813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6847819.500000 Penalty: 1082.341187
	Iteration 35Q: 3 clusters Score -6847820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6847816.500000 Penalty: 1082.341187
	Iteration 36Q: 3 clusters Score -6847816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6847824.000000 Penalty: 1082.341187
	Iteration 37Q: 3 clusters Score -6847824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6847826.500000 Penalty: 1082.341187
	Iteration 38Q: 3 clusters Score -6847826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145011 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6847826.000000 Penalty: 1082.341187
	Iteration 39Q: 3 clusters Score -6847826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6847831.500000 Penalty: 1082.341187
	Iteration 40F: 3 clusters Score -6847832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6847831.500000 Penalty: 1082.341187
	Iteration 41Q: 3 clusters Score -6847832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6847833.000000 Penalty: 1082.341187
	Iteration 42Q: 3 clusters Score -6847833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6847835.500000 Penalty: 1082.341187
	Iteration 43Q: 3 clusters Score -6847836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6847835.500000 Penalty: 1082.341187
	Iteration 44F: 3 clusters Score -6847836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 20640 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 164106 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 100870 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 144991 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Mstep: Class 25 contains 2255 members 
Mstep: Class 26 contains 319 members 
Mstep: Class 27 contains 1374 members 
Entering Unmasked Estep 
Score: -23230708.000000 Penalty: 16169.891602
Splitting cluster 21 changes total score from -23229710.000000 to -23230708.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -28789.597656 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -28789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28160.609375 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -28160.61 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28351.119141 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -28351.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28406.019531 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -28406.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28462.437500 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -28462.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28518.396484 Penalty: 595.887939
	Iteration 4F: 3 clusters Score -28518.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -28560.060547 Penalty: 595.887939
	Iteration 5F: 3 clusters Score -28560.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -28585.765625 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -28585.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -28603.080078 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -28603.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -28621.365234 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -28621.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -28633.613281 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -28633.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -28638.693359 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -28638.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -28646.199219 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -28646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28650.435547 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -28650.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -28654.908203 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -28654.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -28659.080078 Penalty: 595.887939
	Iteration 14Q: 3 clusters Score -28659.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -28661.300781 Penalty: 595.887939
	Iteration 15Q: 3 clusters Score -28661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -28662.093750 Penalty: 595.887939
	Iteration 16Q: 3 clusters Score -28662.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -28662.730469 Penalty: 595.887939
	Iteration 17Q: 3 clusters Score -28662.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -28662.730469 Penalty: 595.887939
	Iteration 18F: 3 clusters Score -28662.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31991.041016 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -31991.04 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32160.087891 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32160.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32260.800781 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32260.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32314.632812 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32314.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -32386.658203 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -32386.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32453.896484 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -32453.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32479.115234 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32479.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32494.787109 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32494.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32499.355469 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32499.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32507.914062 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32507.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32514.437500 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32514.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32522.310547 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -32522.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32534.902344 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -32534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32564.619141 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -32564.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32589.535156 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -32589.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32598.142578 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -32598.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32602.462891 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -32602.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32603.443359 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -32603.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32604.029297 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -32604.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32604.433594 Penalty: 608.640259
	Iteration 19Q: 3 clusters Score -32604.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32607.394531 Penalty: 608.640259
	Iteration 20F: 3 clusters Score -32607.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32618.224609 Penalty: 608.640259
	Iteration 21Q: 3 clusters Score -32618.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32628.939453 Penalty: 608.640259
	Iteration 22Q: 3 clusters Score -32628.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32631.767578 Penalty: 608.640259
	Iteration 23Q: 3 clusters Score -32631.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32632.808594 Penalty: 608.640259
	Iteration 24Q: 3 clusters Score -32632.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32633.771484 Penalty: 608.640259
	Iteration 25Q: 3 clusters Score -32633.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32634.111328 Penalty: 608.640259
	Iteration 26Q: 3 clusters Score -32634.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32634.111328 Penalty: 608.640259
	Iteration 27F: 3 clusters Score -32634.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2151.460938 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2151.461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1977.312744 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -1977.313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2018.664062 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2018.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2025.660278 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2025.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2033.000732 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2033.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2042.166016 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -2042.166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2047.257446 Penalty: 378.458374
	Iteration 5Q: 3 clusters Score -2047.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2047.257446 Penalty: 378.458374
	Iteration 6F: 3 clusters Score -2047.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 20640 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 164106 members 
Mstep: Class 14 contains 2318 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 100870 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 6385 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 144991 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 64 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231194.000000 Penalty: 16169.891602
Iteration 119Q: 28 clusters Score -2.323119e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 14933 members 
Mstep: Class 6 contains 20406 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 2341 members 
Mstep: Class 13 contains 164128 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 100983 members 
Mstep: Class 18 contains 135 members 
Mstep: Class 19 contains 6457 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144883 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 56 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 319 members 
Mstep: Class 27 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232024.000000 Penalty: 16169.891602
Iteration 120F: 28 clusters Score -2.323202e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 20050 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 163861 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 101010 members 
Mstep: Class 18 contains 137 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 838 members 
Mstep: Class 21 contains 144671 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232608.000000 Penalty: 16169.891602
Iteration 121Q: 28 clusters Score -2.323261e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 15457 members 
Mstep: Class 6 contains 19726 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 13 contains 163705 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 282 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 100994 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144538 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232850.000000 Penalty: 16169.891602
Iteration 122Q: 28 clusters Score -2.323285e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 15708 members 
Mstep: Class 6 contains 19431 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 163544 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 100970 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6642 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144479 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2668 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232890.000000 Penalty: 16169.891602
Iteration 123Q: 28 clusters Score -2.323289e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 15944 members 
Mstep: Class 6 contains 19131 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 996 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 397 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 163376 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 100951 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6722 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144461 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233100.000000 Penalty: 16169.891602
Iteration 124Q: 28 clusters Score -2.32331e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 16222 members 
Mstep: Class 6 contains 18854 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 992 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 396 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 163172 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 294 members 
Mstep: Class 16 contains 5906 members 
Mstep: Class 17 contains 100947 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6788 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144485 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2775 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233128.000000 Penalty: 16169.891602
Iteration 125Q: 28 clusters Score -2.323313e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 16512 members 
Mstep: Class 6 contains 18592 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 162931 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 295 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 100949 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6854 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144537 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2799 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233322.000000 Penalty: 16169.891602
Iteration 126Q: 28 clusters Score -2.323332e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1097 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 16768 members 
Mstep: Class 6 contains 18351 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 162706 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 100956 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144593 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233440.000000 Penalty: 16169.891602
Iteration 127Q: 28 clusters Score -2.323344e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 17027 members 
Mstep: Class 6 contains 18096 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 985 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 162517 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 100959 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7006 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144620 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233510.000000 Penalty: 16169.891602
Iteration 128Q: 28 clusters Score -2.323351e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 17273 members 
Mstep: Class 6 contains 17870 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 162342 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 100954 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144633 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233528.000000 Penalty: 16169.891602
Iteration 129Q: 28 clusters Score -2.323353e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 1073 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 17515 members 
Mstep: Class 6 contains 17664 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 162139 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 100951 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144689 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2844 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233608.000000 Penalty: 16169.891602
Iteration 130Q: 28 clusters Score -2.323361e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 17710 members 
Mstep: Class 6 contains 17462 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 161986 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 100957 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144732 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2856 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233638.000000 Penalty: 16169.891602
Iteration 131Q: 28 clusters Score -2.323364e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 17907 members 
Mstep: Class 6 contains 17270 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 161833 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5881 members 
Mstep: Class 17 contains 100958 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144771 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2867 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233604.000000 Penalty: 16169.891602
Iteration 132Q: 28 clusters Score -2.32336e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 161684 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 100952 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7443 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144804 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233704.000000 Penalty: 16169.891602
Iteration 133Q: 28 clusters Score -2.32337e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18233 members 
Mstep: Class 6 contains 16950 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 974 members 
Mstep: Class 10 contains 4521 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 161525 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 100958 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144867 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2881 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233734.000000 Penalty: 16169.891602
Iteration 134Q: 28 clusters Score -2.323373e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18380 members 
Mstep: Class 6 contains 16786 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 161361 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 100957 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144946 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2885 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233778.000000 Penalty: 16169.891602
Iteration 135Q: 28 clusters Score -2.323378e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1035 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18535 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 161192 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 100944 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145028 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2894 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233800.000000 Penalty: 16169.891602
Iteration 136Q: 28 clusters Score -2.32338e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18672 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 975 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 161039 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5864 members 
Mstep: Class 17 contains 100936 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145122 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233866.000000 Penalty: 16169.891602
Iteration 137Q: 28 clusters Score -2.323387e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18792 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2009 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 160905 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 100926 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145216 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2905 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233896.000000 Penalty: 16169.891602
Iteration 138Q: 28 clusters Score -2.32339e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 18906 members 
Mstep: Class 6 contains 16139 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 160770 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 100934 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145289 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233940.000000 Penalty: 16169.891602
Iteration 139Q: 28 clusters Score -2.323394e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19000 members 
Mstep: Class 6 contains 15967 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 160697 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 100932 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145336 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2906 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233998.000000 Penalty: 16169.891602
Iteration 140F: 28 clusters Score -2.3234e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19091 members 
Mstep: Class 6 contains 15780 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 160625 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100940 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8220 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145379 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234002.000000 Penalty: 16169.891602
Iteration 141Q: 28 clusters Score -2.3234e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19172 members 
Mstep: Class 6 contains 15613 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 160590 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100941 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8315 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145390 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234014.000000 Penalty: 16169.891602
Iteration 142Q: 28 clusters Score -2.323401e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19272 members 
Mstep: Class 6 contains 15460 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 943 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2104 members 
Mstep: Class 13 contains 160562 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100947 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145364 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2910 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233976.000000 Penalty: 16169.891602
Iteration 143Q: 28 clusters Score -2.323398e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 1012 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19365 members 
Mstep: Class 6 contains 15289 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2023 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 160562 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100956 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145362 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234004.000000 Penalty: 16169.891602
Iteration 144Q: 28 clusters Score -2.3234e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19456 members 
Mstep: Class 6 contains 15129 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 931 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 160567 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 100971 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145334 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234090.000000 Penalty: 16169.891602
Iteration 145Q: 28 clusters Score -2.323409e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1005 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19559 members 
Mstep: Class 6 contains 14964 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 925 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 160601 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100975 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8668 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145275 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2912 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234070.000000 Penalty: 16169.891602
Iteration 146Q: 28 clusters Score -2.323407e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 160595 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 100982 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145244 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234176.000000 Penalty: 16169.891602
Iteration 147Q: 28 clusters Score -2.323418e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 14660 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 160599 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100974 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8810 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145226 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234148.000000 Penalty: 16169.891602
Iteration 148Q: 28 clusters Score -2.323415e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19833 members 
Mstep: Class 6 contains 14499 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 160626 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 100954 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145218 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234226.000000 Penalty: 16169.891602
Iteration 149Q: 28 clusters Score -2.323423e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 14345 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 160650 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 100936 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 8971 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145190 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234244.000000 Penalty: 16169.891602
Iteration 150Q: 28 clusters Score -2.323424e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20007 members 
Mstep: Class 6 contains 14209 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 160616 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 100911 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9052 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145211 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234310.000000 Penalty: 16169.891602
Iteration 151Q: 28 clusters Score -2.323431e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20084 members 
Mstep: Class 6 contains 14059 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 160602 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100896 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145216 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2944 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234308.000000 Penalty: 16169.891602
Iteration 152Q: 28 clusters Score -2.323431e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20176 members 
Mstep: Class 6 contains 13920 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 927 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 160525 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100891 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9242 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145242 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2948 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234418.000000 Penalty: 16169.891602
Iteration 153Q: 28 clusters Score -2.323442e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20281 members 
Mstep: Class 6 contains 13800 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 160421 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100877 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9336 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145263 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2954 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234434.000000 Penalty: 16169.891602
Iteration 154Q: 28 clusters Score -2.323443e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20368 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 160373 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100875 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145234 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234454.000000 Penalty: 16169.891602
Iteration 155Q: 28 clusters Score -2.323445e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 6 contains 13585 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 160328 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100873 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9586 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145148 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234494.000000 Penalty: 16169.891602
Iteration 156Q: 28 clusters Score -2.323449e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20559 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 160281 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100861 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145079 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2963 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234594.000000 Penalty: 16169.891602
Iteration 157Q: 28 clusters Score -2.323459e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20651 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2042 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 160202 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100864 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 9889 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145013 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2962 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234670.000000 Penalty: 16169.891602
Iteration 158Q: 28 clusters Score -2.323467e+07 nChanged 758
Entering ConstructFrom: 
Score: -23234670.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (39758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Entering Unmasked Estep 
Score: -1753107.125000 Penalty: 481.870789
	Iteration 0F: 2 clusters Score -1753107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1726581.250000 Penalty: 963.741577
	Iteration 0F: 3 clusters Score -1726581 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1738008.750000 Penalty: 963.741577
	Iteration 1F: 3 clusters Score -1738009 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1738644.750000 Penalty: 963.741577
	Iteration 2Q: 3 clusters Score -1738645 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1739604.000000 Penalty: 963.741577
	Iteration 3Q: 3 clusters Score -1739604 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1741097.875000 Penalty: 963.741577
	Iteration 4F: 3 clusters Score -1741098 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1743296.875000 Penalty: 963.741577
	Iteration 5F: 3 clusters Score -1743297 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1745658.625000 Penalty: 963.741577
	Iteration 6F: 3 clusters Score -1745659 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1747335.500000 Penalty: 963.741577
	Iteration 7F: 3 clusters Score -1747336 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1748338.000000 Penalty: 963.741577
	Iteration 8Q: 3 clusters Score -1748338 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1749066.250000 Penalty: 963.741577
	Iteration 9Q: 3 clusters Score -1749066 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1749673.750000 Penalty: 963.741577
	Iteration 10Q: 3 clusters Score -1749674 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1750263.375000 Penalty: 963.741577
	Iteration 11Q: 3 clusters Score -1750263 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1750895.375000 Penalty: 963.741577
	Iteration 12Q: 3 clusters Score -1750895 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1751428.750000 Penalty: 963.741577
	Iteration 13Q: 3 clusters Score -1751429 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1751852.625000 Penalty: 963.741577
	Iteration 14Q: 3 clusters Score -1751853 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1752183.750000 Penalty: 963.741577
	Iteration 15Q: 3 clusters Score -1752184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1752384.625000 Penalty: 963.741577
	Iteration 16Q: 3 clusters Score -1752385 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1752511.375000 Penalty: 963.741577
	Iteration 17Q: 3 clusters Score -1752511 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1752589.625000 Penalty: 963.741577
	Iteration 18Q: 3 clusters Score -1752590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1752638.750000 Penalty: 963.741577
	Iteration 19Q: 3 clusters Score -1752639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1752668.375000 Penalty: 963.741577
	Iteration 20F: 3 clusters Score -1752668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1752682.000000 Penalty: 963.741577
	Iteration 21Q: 3 clusters Score -1752682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1752705.125000 Penalty: 963.741577
	Iteration 22Q: 3 clusters Score -1752705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1752717.625000 Penalty: 963.741577
	Iteration 23Q: 3 clusters Score -1752718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1752727.250000 Penalty: 963.741577
	Iteration 24Q: 3 clusters Score -1752727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1752733.125000 Penalty: 963.741577
	Iteration 25Q: 3 clusters Score -1752733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1752737.250000 Penalty: 963.741577
	Iteration 26Q: 3 clusters Score -1752737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1752737.875000 Penalty: 963.741577
	Iteration 27Q: 3 clusters Score -1752738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1752738.500000 Penalty: 963.741577
	Iteration 28Q: 3 clusters Score -1752738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1752739.750000 Penalty: 963.741577
	Iteration 29Q: 3 clusters Score -1752740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1752742.000000 Penalty: 963.741577
	Iteration 30Q: 3 clusters Score -1752742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1752743.125000 Penalty: 963.741577
	Iteration 31Q: 3 clusters Score -1752743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1752745.375000 Penalty: 963.741577
	Iteration 32Q: 3 clusters Score -1752745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1752746.375000 Penalty: 963.741577
	Iteration 33Q: 3 clusters Score -1752746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1752746.500000 Penalty: 963.741577
	Iteration 34Q: 3 clusters Score -1752746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1752749.500000 Penalty: 963.741577
	Iteration 35Q: 3 clusters Score -1752750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1752753.000000 Penalty: 963.741577
	Iteration 36Q: 3 clusters Score -1752753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1752752.750000 Penalty: 963.741577
	Iteration 37Q: 3 clusters Score -1752753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1752754.125000 Penalty: 963.741577
	Iteration 38Q: 3 clusters Score -1752754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1752755.375000 Penalty: 963.741577
	Iteration 39Q: 3 clusters Score -1752755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1752755.375000 Penalty: 963.741577
	Iteration 40F: 3 clusters Score -1752755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -43752.449219 Penalty: 310.607819
	Iteration 0F: 2 clusters Score -43752.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42976.902344 Penalty: 621.215637
	Iteration 0F: 3 clusters Score -42976.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -43207.199219 Penalty: 621.215637
	Iteration 1F: 3 clusters Score -43207.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43254.582031 Penalty: 621.215637
	Iteration 2F: 3 clusters Score -43254.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43282.671875 Penalty: 621.215637
	Iteration 3Q: 3 clusters Score -43282.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43301.507812 Penalty: 621.215637
	Iteration 4Q: 3 clusters Score -43301.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43308.863281 Penalty: 621.215637
	Iteration 5Q: 3 clusters Score -43308.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43316.585938 Penalty: 621.215637
	Iteration 6Q: 3 clusters Score -43316.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43328.359375 Penalty: 621.215637
	Iteration 7Q: 3 clusters Score -43328.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43338.671875 Penalty: 621.215637
	Iteration 8Q: 3 clusters Score -43338.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43345.296875 Penalty: 621.215637
	Iteration 9Q: 3 clusters Score -43345.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43350.683594 Penalty: 621.215637
	Iteration 10Q: 3 clusters Score -43350.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43356.343750 Penalty: 621.215637
	Iteration 11Q: 3 clusters Score -43356.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43360.882812 Penalty: 621.215637
	Iteration 12Q: 3 clusters Score -43360.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43361.796875 Penalty: 621.215637
	Iteration 13Q: 3 clusters Score -43361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43362.089844 Penalty: 621.215637
	Iteration 14Q: 3 clusters Score -43362.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43362.089844 Penalty: 621.215637
	Iteration 15F: 3 clusters Score -43362.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -19334.095703 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -19334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18879.318359 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -18879.32 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18985.117188 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -18985.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19005.626953 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -19005.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19026.044922 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -19026.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19041.351562 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -19041.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19058.917969 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -19058.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19066.826172 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -19066.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19076.048828 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -19076.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19089.386719 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -19089.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19094.318359 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -19094.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19101.224609 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -19101.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19112.863281 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -19112.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19120.777344 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -19120.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19129.687500 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -19129.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19134.173828 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -19134.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19134.681641 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -19134.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19134.681641 Penalty: 553.273926
	Iteration 16F: 3 clusters Score -19134.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9404.840820 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9404.841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9478.158203 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9478.158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9495.005859 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9495.006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9500.311523 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9500.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9502.553711 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9502.554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9502.553711 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -9502.554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Entering Unmasked Estep 
Score: -998022.000000 Penalty: 452.233276
	Iteration 0F: 2 clusters Score -998022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -984187.937500 Penalty: 904.466553
	Iteration 0F: 3 clusters Score -984187.9 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -990022.375000 Penalty: 904.466553
	Iteration 1F: 3 clusters Score -990022.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -990438.562500 Penalty: 904.466553
	Iteration 2Q: 3 clusters Score -990438.6 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -991084.625000 Penalty: 904.466553
	Iteration 3F: 3 clusters Score -991084.6 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -992163.375000 Penalty: 904.466553
	Iteration 4F: 3 clusters Score -992163.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -993593.500000 Penalty: 904.466553
	Iteration 5F: 3 clusters Score -993593.5 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -994959.750000 Penalty: 904.466553
	Iteration 6F: 3 clusters Score -994959.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -995867.437500 Penalty: 904.466553
	Iteration 7Q: 3 clusters Score -995867.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -996430.062500 Penalty: 904.466553
	Iteration 8Q: 3 clusters Score -996430.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -996738.062500 Penalty: 904.466553
	Iteration 9Q: 3 clusters Score -996738.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -996977.687500 Penalty: 904.466553
	Iteration 10Q: 3 clusters Score -996977.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -997145.062500 Penalty: 904.466553
	Iteration 11Q: 3 clusters Score -997145.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -997257.375000 Penalty: 904.466553
	Iteration 12Q: 3 clusters Score -997257.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -997345.625000 Penalty: 904.466553
	Iteration 13Q: 3 clusters Score -997345.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -997402.562500 Penalty: 904.466553
	Iteration 14Q: 3 clusters Score -997402.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -997443.500000 Penalty: 904.466553
	Iteration 15Q: 3 clusters Score -997443.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -997482.562500 Penalty: 904.466553
	Iteration 16Q: 3 clusters Score -997482.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -997514.500000 Penalty: 904.466553
	Iteration 17Q: 3 clusters Score -997514.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -997539.125000 Penalty: 904.466553
	Iteration 18Q: 3 clusters Score -997539.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -997554.187500 Penalty: 904.466553
	Iteration 19Q: 3 clusters Score -997554.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -997568.875000 Penalty: 904.466553
	Iteration 20F: 3 clusters Score -997568.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -997585.625000 Penalty: 904.466553
	Iteration 21Q: 3 clusters Score -997585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -997597.875000 Penalty: 904.466553
	Iteration 22Q: 3 clusters Score -997597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -997606.625000 Penalty: 904.466553
	Iteration 23Q: 3 clusters Score -997606.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -997612.187500 Penalty: 904.466553
	Iteration 24Q: 3 clusters Score -997612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -997612.312500 Penalty: 904.466553
	Iteration 25Q: 3 clusters Score -997612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -997612.812500 Penalty: 904.466553
	Iteration 26Q: 3 clusters Score -997612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -997612.812500 Penalty: 904.466553
	Iteration 27F: 3 clusters Score -997612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -648278.812500 Penalty: 431.902222
	Iteration 0F: 2 clusters Score -648278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -639346.375000 Penalty: 863.804443
	Iteration 0F: 3 clusters Score -639346.4 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -643180.562500 Penalty: 863.804443
	Iteration 1F: 3 clusters Score -643180.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -643807.875000 Penalty: 863.804443
	Iteration 2F: 3 clusters Score -643807.9 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -644686.375000 Penalty: 863.804443
	Iteration 3F: 3 clusters Score -644686.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -645530.250000 Penalty: 863.804443
	Iteration 4F: 3 clusters Score -645530.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -646035.562500 Penalty: 863.804443
	Iteration 5F: 3 clusters Score -646035.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -646226.312500 Penalty: 863.804443
	Iteration 6Q: 3 clusters Score -646226.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -646309.937500 Penalty: 863.804443
	Iteration 7Q: 3 clusters Score -646309.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -646362.500000 Penalty: 863.804443
	Iteration 8Q: 3 clusters Score -646362.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -646402.437500 Penalty: 863.804443
	Iteration 9Q: 3 clusters Score -646402.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -646440.125000 Penalty: 863.804443
	Iteration 10Q: 3 clusters Score -646440.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -646479.062500 Penalty: 863.804443
	Iteration 11Q: 3 clusters Score -646479.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -646508.500000 Penalty: 863.804443
	Iteration 12Q: 3 clusters Score -646508.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -646539.625000 Penalty: 863.804443
	Iteration 13Q: 3 clusters Score -646539.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -646579.625000 Penalty: 863.804443
	Iteration 14Q: 3 clusters Score -646579.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -646630.812500 Penalty: 863.804443
	Iteration 15Q: 3 clusters Score -646630.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -646676.875000 Penalty: 863.804443
	Iteration 16Q: 3 clusters Score -646676.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -646713.500000 Penalty: 863.804443
	Iteration 17Q: 3 clusters Score -646713.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -646743.687500 Penalty: 863.804443
	Iteration 18Q: 3 clusters Score -646743.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -646776.812500 Penalty: 863.804443
	Iteration 19Q: 3 clusters Score -646776.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -646809.937500 Penalty: 863.804443
	Iteration 20F: 3 clusters Score -646809.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -646845.750000 Penalty: 863.804443
	Iteration 21Q: 3 clusters Score -646845.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -646884.750000 Penalty: 863.804443
	Iteration 22Q: 3 clusters Score -646884.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -646915.375000 Penalty: 863.804443
	Iteration 23Q: 3 clusters Score -646915.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -646943.875000 Penalty: 863.804443
	Iteration 24Q: 3 clusters Score -646943.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -646964.500000 Penalty: 863.804443
	Iteration 25Q: 3 clusters Score -646964.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -646985.937500 Penalty: 863.804443
	Iteration 26Q: 3 clusters Score -646985.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -647004.812500 Penalty: 863.804443
	Iteration 27Q: 3 clusters Score -647004.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -647028.250000 Penalty: 863.804443
	Iteration 28Q: 3 clusters Score -647028.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -647047.812500 Penalty: 863.804443
	Iteration 29Q: 3 clusters Score -647047.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -647066.500000 Penalty: 863.804443
	Iteration 30Q: 3 clusters Score -647066.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -647087.687500 Penalty: 863.804443
	Iteration 31Q: 3 clusters Score -647087.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -647109.562500 Penalty: 863.804443
	Iteration 32Q: 3 clusters Score -647109.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -647131.812500 Penalty: 863.804443
	Iteration 33Q: 3 clusters Score -647131.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -647146.437500 Penalty: 863.804443
	Iteration 34Q: 3 clusters Score -647146.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -647164.500000 Penalty: 863.804443
	Iteration 35Q: 3 clusters Score -647164.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -647180.062500 Penalty: 863.804443
	Iteration 36Q: 3 clusters Score -647180.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -647197.250000 Penalty: 863.804443
	Iteration 37Q: 3 clusters Score -647197.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -647213.062500 Penalty: 863.804443
	Iteration 38Q: 3 clusters Score -647213.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -647233.750000 Penalty: 863.804443
	Iteration 39Q: 3 clusters Score -647233.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -647254.687500 Penalty: 863.804443
	Iteration 40F: 3 clusters Score -647254.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -647270.187500 Penalty: 863.804443
	Iteration 41Q: 3 clusters Score -647270.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -647290.437500 Penalty: 863.804443
	Iteration 42Q: 3 clusters Score -647290.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -647312.875000 Penalty: 863.804443
	Iteration 43Q: 3 clusters Score -647312.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -647338.125000 Penalty: 863.804443
	Iteration 44Q: 3 clusters Score -647338.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -647360.062500 Penalty: 863.804443
	Iteration 45Q: 3 clusters Score -647360.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -647380.250000 Penalty: 863.804443
	Iteration 46Q: 3 clusters Score -647380.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -647409.187500 Penalty: 863.804443
	Iteration 47Q: 3 clusters Score -647409.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -647441.937500 Penalty: 863.804443
	Iteration 48Q: 3 clusters Score -647441.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -647471.500000 Penalty: 863.804443
	Iteration 49Q: 3 clusters Score -647471.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -647497.625000 Penalty: 863.804443
	Iteration 50Q: 3 clusters Score -647497.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -647526.187500 Penalty: 863.804443
	Iteration 51Q: 3 clusters Score -647526.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -647549.187500 Penalty: 863.804443
	Iteration 52Q: 3 clusters Score -647549.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -647569.625000 Penalty: 863.804443
	Iteration 53Q: 3 clusters Score -647569.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -647588.875000 Penalty: 863.804443
	Iteration 54Q: 3 clusters Score -647588.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -647606.500000 Penalty: 863.804443
	Iteration 55Q: 3 clusters Score -647606.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -647617.500000 Penalty: 863.804443
	Iteration 56Q: 3 clusters Score -647617.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -647629.312500 Penalty: 863.804443
	Iteration 57Q: 3 clusters Score -647629.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -647646.312500 Penalty: 863.804443
	Iteration 58Q: 3 clusters Score -647646.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -647658.812500 Penalty: 863.804443
	Iteration 59Q: 3 clusters Score -647658.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -647668.375000 Penalty: 863.804443
	Iteration 60F: 3 clusters Score -647668.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -647678.125000 Penalty: 863.804443
	Iteration 61Q: 3 clusters Score -647678.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -647691.250000 Penalty: 863.804443
	Iteration 62Q: 3 clusters Score -647691.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -647703.500000 Penalty: 863.804443
	Iteration 63Q: 3 clusters Score -647703.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -647714.937500 Penalty: 863.804443
	Iteration 64Q: 3 clusters Score -647714.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -647728.750000 Penalty: 863.804443
	Iteration 65Q: 3 clusters Score -647728.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -647744.500000 Penalty: 863.804443
	Iteration 66Q: 3 clusters Score -647744.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -647760.437500 Penalty: 863.804443
	Iteration 67Q: 3 clusters Score -647760.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -647777.937500 Penalty: 863.804443
	Iteration 68Q: 3 clusters Score -647777.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -647797.062500 Penalty: 863.804443
	Iteration 69Q: 3 clusters Score -647797.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -647813.000000 Penalty: 863.804443
	Iteration 70Q: 3 clusters Score -647813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -647829.062500 Penalty: 863.804443
	Iteration 71Q: 3 clusters Score -647829.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -647842.937500 Penalty: 863.804443
	Iteration 72Q: 3 clusters Score -647842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -647852.562500 Penalty: 863.804443
	Iteration 73Q: 3 clusters Score -647852.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -647860.750000 Penalty: 863.804443
	Iteration 74Q: 3 clusters Score -647860.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -647869.125000 Penalty: 863.804443
	Iteration 75Q: 3 clusters Score -647869.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -647871.937500 Penalty: 863.804443
	Iteration 76Q: 3 clusters Score -647871.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -647877.875000 Penalty: 863.804443
	Iteration 77Q: 3 clusters Score -647877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -647881.750000 Penalty: 863.804443
	Iteration 78Q: 3 clusters Score -647881.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -647886.750000 Penalty: 863.804443
	Iteration 79Q: 3 clusters Score -647886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -647889.000000 Penalty: 863.804443
	Iteration 80F: 3 clusters Score -647889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -647891.125000 Penalty: 863.804443
	Iteration 81Q: 3 clusters Score -647891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -647892.437500 Penalty: 863.804443
	Iteration 82Q: 3 clusters Score -647892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -647891.375000 Penalty: 863.804443
	Iteration 83Q: 3 clusters Score -647891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -647891.062500 Penalty: 863.804443
	Iteration 84Q: 3 clusters Score -647891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -647891.125000 Penalty: 863.804443
	Iteration 85Q: 3 clusters Score -647891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -647892.125000 Penalty: 863.804443
	Iteration 86Q: 3 clusters Score -647892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -647891.562500 Penalty: 863.804443
	Iteration 87Q: 3 clusters Score -647891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -647893.125000 Penalty: 863.804443
	Iteration 88Q: 3 clusters Score -647893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -647895.437500 Penalty: 863.804443
	Iteration 89Q: 3 clusters Score -647895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -647896.125000 Penalty: 863.804443
	Iteration 90Q: 3 clusters Score -647896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -647896.812500 Penalty: 863.804443
	Iteration 91Q: 3 clusters Score -647896.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -647897.250000 Penalty: 863.804443
	Iteration 92Q: 3 clusters Score -647897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -647898.437500 Penalty: 863.804443
	Iteration 93Q: 3 clusters Score -647898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -647898.625000 Penalty: 863.804443
	Iteration 94Q: 3 clusters Score -647898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -647898.875000 Penalty: 863.804443
	Iteration 95Q: 3 clusters Score -647898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -647900.250000 Penalty: 863.804443
	Iteration 96Q: 3 clusters Score -647900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -647902.625000 Penalty: 863.804443
	Iteration 97Q: 3 clusters Score -647902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -647906.062500 Penalty: 863.804443
	Iteration 98Q: 3 clusters Score -647906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -647910.000000 Penalty: 863.804443
	Iteration 99Q: 3 clusters Score -647910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -647910.687500 Penalty: 863.804443
	Iteration 100F: 3 clusters Score -647910.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -647911.625000 Penalty: 863.804443
	Iteration 101Q: 3 clusters Score -647911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -647913.750000 Penalty: 863.804443
	Iteration 102Q: 3 clusters Score -647913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -647914.750000 Penalty: 863.804443
	Iteration 103Q: 3 clusters Score -647914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -647915.062500 Penalty: 863.804443
	Iteration 104Q: 3 clusters Score -647915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -647915.500000 Penalty: 863.804443
	Iteration 105Q: 3 clusters Score -647915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -647917.062500 Penalty: 863.804443
	Iteration 106Q: 3 clusters Score -647917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -647917.625000 Penalty: 863.804443
	Iteration 107Q: 3 clusters Score -647917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -647919.062500 Penalty: 863.804443
	Iteration 108Q: 3 clusters Score -647919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -647918.312500 Penalty: 863.804443
	Iteration 109Q: 3 clusters Score -647918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -647920.437500 Penalty: 863.804443
	Iteration 110Q: 3 clusters Score -647920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -647920.875000 Penalty: 863.804443
	Iteration 111Q: 3 clusters Score -647920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -647921.625000 Penalty: 863.804443
	Iteration 112Q: 3 clusters Score -647921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -647923.937500 Penalty: 863.804443
	Iteration 113Q: 3 clusters Score -647923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -647922.250000 Penalty: 863.804443
	Iteration 114Q: 3 clusters Score -647922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -647922.625000 Penalty: 863.804443
	Iteration 115Q: 3 clusters Score -647922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -647924.937500 Penalty: 863.804443
	Iteration 116Q: 3 clusters Score -647924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -647926.062500 Penalty: 863.804443
	Iteration 117Q: 3 clusters Score -647926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -647930.250000 Penalty: 863.804443
	Iteration 118Q: 3 clusters Score -647930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -647934.562500 Penalty: 863.804443
	Iteration 119Q: 3 clusters Score -647934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -647937.687500 Penalty: 863.804443
	Iteration 120F: 3 clusters Score -647937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -647941.125000 Penalty: 863.804443
	Iteration 121Q: 3 clusters Score -647941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -647942.500000 Penalty: 863.804443
	Iteration 122Q: 3 clusters Score -647942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -647949.187500 Penalty: 863.804443
	Iteration 123Q: 3 clusters Score -647949.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -647955.375000 Penalty: 863.804443
	Iteration 124Q: 3 clusters Score -647955.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -647956.937500 Penalty: 863.804443
	Iteration 125Q: 3 clusters Score -647956.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -647957.812500 Penalty: 863.804443
	Iteration 126Q: 3 clusters Score -647957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -647959.187500 Penalty: 863.804443
	Iteration 127Q: 3 clusters Score -647959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -647959.062500 Penalty: 863.804443
	Iteration 128Q: 3 clusters Score -647959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -647959.062500 Penalty: 863.804443
	Iteration 129F: 3 clusters Score -647959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -107885.945312 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -107885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -106257.078125 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -106257.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -106782.703125 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -106782.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -106903.375000 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -106903.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -107005.132812 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -107005.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -107089.320312 Penalty: 703.245789
	Iteration 4F: 3 clusters Score -107089.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -107180.195312 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -107180.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -107272.812500 Penalty: 703.245789
	Iteration 6F: 3 clusters Score -107272.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -107357.000000 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -107357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -107438.687500 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -107438.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -107496.476562 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -107496.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -107527.218750 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -107527.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -107546.804688 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -107546.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -107563.031250 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -107563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -107571.000000 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -107571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -107576.742188 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -107576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -107579.015625 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -107579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -107584.234375 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -107584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -107587.781250 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -107587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -107591.937500 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -107591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -107595.421875 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -107595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -107595.421875 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -107595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -102360.617188 Penalty: 346.875702
	Iteration 0F: 2 clusters Score -102360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -100851.617188 Penalty: 693.751404
	Iteration 0F: 3 clusters Score -100851.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -101334.757812 Penalty: 693.751404
	Iteration 1F: 3 clusters Score -101334.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -101398.218750 Penalty: 693.751404
	Iteration 2F: 3 clusters Score -101398.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -101448.000000 Penalty: 693.751404
	Iteration 3F: 3 clusters Score -101448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -101472.609375 Penalty: 693.751404
	Iteration 4Q: 3 clusters Score -101472.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -101491.632812 Penalty: 693.751404
	Iteration 5Q: 3 clusters Score -101491.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -101517.000000 Penalty: 693.751404
	Iteration 6Q: 3 clusters Score -101517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -101540.640625 Penalty: 693.751404
	Iteration 7Q: 3 clusters Score -101540.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -101565.804688 Penalty: 693.751404
	Iteration 8Q: 3 clusters Score -101565.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -101594.742188 Penalty: 693.751404
	Iteration 9Q: 3 clusters Score -101594.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -101633.835938 Penalty: 693.751404
	Iteration 10Q: 3 clusters Score -101633.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -101703.718750 Penalty: 693.751404
	Iteration 11Q: 3 clusters Score -101703.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -101784.359375 Penalty: 693.751404
	Iteration 12Q: 3 clusters Score -101784.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -101833.515625 Penalty: 693.751404
	Iteration 13Q: 3 clusters Score -101833.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -101858.507812 Penalty: 693.751404
	Iteration 14Q: 3 clusters Score -101858.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -101874.875000 Penalty: 693.751404
	Iteration 15Q: 3 clusters Score -101874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101881.992188 Penalty: 693.751404
	Iteration 16Q: 3 clusters Score -101882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -101885.851562 Penalty: 693.751404
	Iteration 17Q: 3 clusters Score -101885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -101889.726562 Penalty: 693.751404
	Iteration 18Q: 3 clusters Score -101889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -101891.757812 Penalty: 693.751404
	Iteration 19Q: 3 clusters Score -101891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -101894.492188 Penalty: 693.751404
	Iteration 20F: 3 clusters Score -101894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101896.453125 Penalty: 693.751404
	Iteration 21Q: 3 clusters Score -101896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -101898.164062 Penalty: 693.751404
	Iteration 22Q: 3 clusters Score -101898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -101899.890625 Penalty: 693.751404
	Iteration 23Q: 3 clusters Score -101899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -101900.328125 Penalty: 693.751404
	Iteration 24Q: 3 clusters Score -101900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101900.257812 Penalty: 693.751404
	Iteration 25Q: 3 clusters Score -101900.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101900.257812 Penalty: 693.751404
	Iteration 26F: 3 clusters Score -101900.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -46883.378906 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -46883.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46124.070312 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -46124.07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46332.953125 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -46332.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46374.015625 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -46374.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -46399.070312 Penalty: 618.307373
	Iteration 3Q: 3 clusters Score -46399.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46417.875000 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -46417.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46428.476562 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -46428.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46440.121094 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -46440.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46452.960938 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -46452.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46463.800781 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -46463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46468.550781 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -46468.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46475.050781 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -46475.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46478.671875 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -46478.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46482.324219 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -46482.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46483.390625 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -46483.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -46484.863281 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -46484.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46486.789062 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -46486.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46487.796875 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -46487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46487.941406 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -46487.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46487.941406 Penalty: 618.307373
	Iteration 18F: 3 clusters Score -46487.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -198474.968750 Penalty: 383.787872
	Iteration 0F: 2 clusters Score -198475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -195353.062500 Penalty: 767.575745
	Iteration 0F: 3 clusters Score -195353.1 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -196621.140625 Penalty: 767.575745
	Iteration 1F: 3 clusters Score -196621.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -196911.031250 Penalty: 767.575745
	Iteration 2F: 3 clusters Score -196911 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197273.453125 Penalty: 767.575745
	Iteration 3F: 3 clusters Score -197273.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -197662.750000 Penalty: 767.575745
	Iteration 4F: 3 clusters Score -197662.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -197938.578125 Penalty: 767.575745
	Iteration 5F: 3 clusters Score -197938.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -198063.875000 Penalty: 767.575745
	Iteration 6Q: 3 clusters Score -198063.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -198108.843750 Penalty: 767.575745
	Iteration 7Q: 3 clusters Score -198108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -198127.906250 Penalty: 767.575745
	Iteration 8Q: 3 clusters Score -198127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -198137.796875 Penalty: 767.575745
	Iteration 9Q: 3 clusters Score -198137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -198140.171875 Penalty: 767.575745
	Iteration 10Q: 3 clusters Score -198140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -198143.078125 Penalty: 767.575745
	Iteration 11Q: 3 clusters Score -198143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -198148.015625 Penalty: 767.575745
	Iteration 12Q: 3 clusters Score -198148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -198149.687500 Penalty: 767.575745
	Iteration 13Q: 3 clusters Score -198149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -198149.687500 Penalty: 767.575745
	Iteration 14F: 3 clusters Score -198149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -16905.464844 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -16905.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16496.566406 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -16496.57 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16604.017578 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -16604.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16646.468750 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -16646.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16661.601562 Penalty: 544.078613
	Iteration 3Q: 3 clusters Score -16661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16673.673828 Penalty: 544.078613
	Iteration 4Q: 3 clusters Score -16673.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16680.382812 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -16680.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16685.978516 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -16685.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16691.757812 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -16691.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16697.951172 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -16697.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16699.328125 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -16699.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16700.843750 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -16700.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16702.535156 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -16702.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16707.408203 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -16707.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16709.800781 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -16709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16713.646484 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -16713.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16718.087891 Penalty: 544.078613
	Iteration 15Q: 3 clusters Score -16718.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16719.248047 Penalty: 544.078613
	Iteration 16Q: 3 clusters Score -16719.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16720.691406 Penalty: 544.078613
	Iteration 17Q: 3 clusters Score -16720.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16720.691406 Penalty: 544.078613
	Iteration 18F: 3 clusters Score -16720.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -97859.218750 Penalty: 346.540894
	Iteration 0F: 2 clusters Score -97859.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -96390.757812 Penalty: 693.081787
	Iteration 0F: 3 clusters Score -96390.76 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96859.046875 Penalty: 693.081787
	Iteration 1F: 3 clusters Score -96859.05 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -96944.117188 Penalty: 693.081787
	Iteration 2F: 3 clusters Score -96944.12 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -97026.343750 Penalty: 693.081787
	Iteration 3F: 3 clusters Score -97026.34 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -97117.820312 Penalty: 693.081787
	Iteration 4F: 3 clusters Score -97117.82 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -97202.109375 Penalty: 693.081787
	Iteration 5F: 3 clusters Score -97202.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -97264.156250 Penalty: 693.081787
	Iteration 6Q: 3 clusters Score -97264.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -97328.414062 Penalty: 693.081787
	Iteration 7Q: 3 clusters Score -97328.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -97384.671875 Penalty: 693.081787
	Iteration 8Q: 3 clusters Score -97384.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -97421.187500 Penalty: 693.081787
	Iteration 9Q: 3 clusters Score -97421.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -97439.023438 Penalty: 693.081787
	Iteration 10Q: 3 clusters Score -97439.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -97447.335938 Penalty: 693.081787
	Iteration 11Q: 3 clusters Score -97447.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -97455.289062 Penalty: 693.081787
	Iteration 12Q: 3 clusters Score -97455.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -97461.750000 Penalty: 693.081787
	Iteration 13Q: 3 clusters Score -97461.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -97465.960938 Penalty: 693.081787
	Iteration 14Q: 3 clusters Score -97465.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -97468.195312 Penalty: 693.081787
	Iteration 15Q: 3 clusters Score -97468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -97469.421875 Penalty: 693.081787
	Iteration 16Q: 3 clusters Score -97469.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -97472.492188 Penalty: 693.081787
	Iteration 17Q: 3 clusters Score -97472.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -97473.664062 Penalty: 693.081787
	Iteration 18Q: 3 clusters Score -97473.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -97475.179688 Penalty: 693.081787
	Iteration 19Q: 3 clusters Score -97475.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -97477.093750 Penalty: 693.081787
	Iteration 20F: 3 clusters Score -97477.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -97480.867188 Penalty: 693.081787
	Iteration 21Q: 3 clusters Score -97480.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -97487.429688 Penalty: 693.081787
	Iteration 22Q: 3 clusters Score -97487.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -97495.570312 Penalty: 693.081787
	Iteration 23Q: 3 clusters Score -97495.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -97502.632812 Penalty: 693.081787
	Iteration 24Q: 3 clusters Score -97502.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -97506.835938 Penalty: 693.081787
	Iteration 25Q: 3 clusters Score -97506.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -97508.703125 Penalty: 693.081787
	Iteration 26Q: 3 clusters Score -97508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -97510.054688 Penalty: 693.081787
	Iteration 27Q: 3 clusters Score -97510.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -97510.546875 Penalty: 693.081787
	Iteration 28Q: 3 clusters Score -97510.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -97510.773438 Penalty: 693.081787
	Iteration 29Q: 3 clusters Score -97510.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -97510.984375 Penalty: 693.081787
	Iteration 30Q: 3 clusters Score -97510.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -97510.984375 Penalty: 693.081787
	Iteration 31F: 3 clusters Score -97510.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Entering Unmasked Estep 
Score: -7397943.500000 Penalty: 545.268738
	Iteration 0F: 2 clusters Score -7397944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -7291629.000000 Penalty: 1090.537476
	Iteration 0F: 3 clusters Score -7291629 nChanged 78899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -7342169.000000 Penalty: 1090.537476
	Iteration 1F: 3 clusters Score -7342169 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -7346191.500000 Penalty: 1090.537476
	Iteration 2Q: 3 clusters Score -7346192 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -7353281.500000 Penalty: 1090.537476
	Iteration 3F: 3 clusters Score -7353282 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99139 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -7363290.000000 Penalty: 1090.537476
	Iteration 4F: 3 clusters Score -7363290 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7372351.500000 Penalty: 1090.537476
	Iteration 5F: 3 clusters Score -7372352 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -7376582.500000 Penalty: 1090.537476
	Iteration 6F: 3 clusters Score -7376582 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -7378207.000000 Penalty: 1090.537476
	Iteration 7Q: 3 clusters Score -7378207 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -7379371.500000 Penalty: 1090.537476
	Iteration 8Q: 3 clusters Score -7379372 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113248 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -7380596.500000 Penalty: 1090.537476
	Iteration 9Q: 3 clusters Score -7380596 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7381999 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118115 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -7383553.000000 Penalty: 1090.537476
	Iteration 11Q: 3 clusters Score -7383553 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120517 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7385086 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122809 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7386671.000000 Penalty: 1090.537476
	Iteration 13Q: 3 clusters Score -7386671 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -7388225.000000 Penalty: 1090.537476
	Iteration 14Q: 3 clusters Score -7388225 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126794 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -7389427.500000 Penalty: 1090.537476
	Iteration 15Q: 3 clusters Score -7389428 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -7390425.500000 Penalty: 1090.537476
	Iteration 16Q: 3 clusters Score -7390426 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -7391264.000000 Penalty: 1090.537476
	Iteration 17Q: 3 clusters Score -7391264 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131377 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -7391897.000000 Penalty: 1090.537476
	Iteration 18Q: 3 clusters Score -7391897 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7392439.000000 Penalty: 1090.537476
	Iteration 19Q: 3 clusters Score -7392439 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133831 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -7392913.000000 Penalty: 1090.537476
	Iteration 20F: 3 clusters Score -7392913 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -7393302.000000 Penalty: 1090.537476
	Iteration 21Q: 3 clusters Score -7393302 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136197 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -7393634.000000 Penalty: 1090.537476
	Iteration 22Q: 3 clusters Score -7393634 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137377 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -7394040.000000 Penalty: 1090.537476
	Iteration 23Q: 3 clusters Score -7394040 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138511 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7394323.500000 Penalty: 1090.537476
	Iteration 24Q: 3 clusters Score -7394324 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7394548.000000 Penalty: 1090.537476
	Iteration 25Q: 3 clusters Score -7394548 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -7394832.500000 Penalty: 1090.537476
	Iteration 26Q: 3 clusters Score -7394832 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -7395121.000000 Penalty: 1090.537476
	Iteration 27Q: 3 clusters Score -7395121 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143164 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -7395339.500000 Penalty: 1090.537476
	Iteration 28Q: 3 clusters Score -7395340 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -7395632.500000 Penalty: 1090.537476
	Iteration 29Q: 3 clusters Score -7395632 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145498 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -7395835.500000 Penalty: 1090.537476
	Iteration 30Q: 3 clusters Score -7395836 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146659 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -7396095.500000 Penalty: 1090.537476
	Iteration 31Q: 3 clusters Score -7396096 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -7396272.000000 Penalty: 1090.537476
	Iteration 32Q: 3 clusters Score -7396272 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149104 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7396543.500000 Penalty: 1090.537476
	Iteration 33Q: 3 clusters Score -7396544 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -7396815.000000 Penalty: 1090.537476
	Iteration 34Q: 3 clusters Score -7396815 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151546 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7397046.500000 Penalty: 1090.537476
	Iteration 35Q: 3 clusters Score -7397046 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7397278.000000 Penalty: 1090.537476
	Iteration 36Q: 3 clusters Score -7397278 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -7397443.000000 Penalty: 1090.537476
	Iteration 37Q: 3 clusters Score -7397443 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7397632.000000 Penalty: 1090.537476
	Iteration 38Q: 3 clusters Score -7397632 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7397753.500000 Penalty: 1090.537476
	Iteration 39Q: 3 clusters Score -7397754 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7397848.500000 Penalty: 1090.537476
	Iteration 40F: 3 clusters Score -7397848 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7397853.500000 Penalty: 1090.537476
	Iteration 41Q: 3 clusters Score -7397854 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7397928.000000 Penalty: 1090.537476
	Iteration 42Q: 3 clusters Score -7397928 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7397931.000000 Penalty: 1090.537476
	Iteration 43Q: 3 clusters Score -7397931 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7397919.500000 Penalty: 1090.537476
	Iteration 44Q: 3 clusters Score -7397920 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7397905.000000 Penalty: 1090.537476
	Iteration 45Q: 3 clusters Score -7397905 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7397906.000000 Penalty: 1090.537476
	Iteration 46Q: 3 clusters Score -7397906 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7397941.500000 Penalty: 1090.537476
	Iteration 47Q: 3 clusters Score -7397942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7397936.500000 Penalty: 1090.537476
	Iteration 48Q: 3 clusters Score -7397936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7397914.500000 Penalty: 1090.537476
	Iteration 49Q: 3 clusters Score -7397914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159146 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7397923.000000 Penalty: 1090.537476
	Iteration 50Q: 3 clusters Score -7397923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7397916.000000 Penalty: 1090.537476
	Iteration 51Q: 3 clusters Score -7397916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7397898.500000 Penalty: 1090.537476
	Iteration 52Q: 3 clusters Score -7397898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159346 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7397886.500000 Penalty: 1090.537476
	Iteration 53Q: 3 clusters Score -7397886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159386 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7397891.000000 Penalty: 1090.537476
	Iteration 54Q: 3 clusters Score -7397891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7397879.500000 Penalty: 1090.537476
	Iteration 55Q: 3 clusters Score -7397880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7397860.000000 Penalty: 1090.537476
	Iteration 56Q: 3 clusters Score -7397860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159452 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7397855.000000 Penalty: 1090.537476
	Iteration 57Q: 3 clusters Score -7397855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7397853.500000 Penalty: 1090.537476
	Iteration 58Q: 3 clusters Score -7397854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7397857.000000 Penalty: 1090.537476
	Iteration 59Q: 3 clusters Score -7397857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7397855.000000 Penalty: 1090.537476
	Iteration 60F: 3 clusters Score -7397855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7397863.500000 Penalty: 1090.537476
	Iteration 61Q: 3 clusters Score -7397864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7397856.000000 Penalty: 1090.537476
	Iteration 62Q: 3 clusters Score -7397856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7397849.000000 Penalty: 1090.537476
	Iteration 63Q: 3 clusters Score -7397849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7397845.000000 Penalty: 1090.537476
	Iteration 64Q: 3 clusters Score -7397845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7397850.000000 Penalty: 1090.537476
	Iteration 65Q: 3 clusters Score -7397850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7397849.500000 Penalty: 1090.537476
	Iteration 66Q: 3 clusters Score -7397850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7397852.000000 Penalty: 1090.537476
	Iteration 67Q: 3 clusters Score -7397852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7397852.000000 Penalty: 1090.537476
	Iteration 68Q: 3 clusters Score -7397852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7397851.500000 Penalty: 1090.537476
	Iteration 69Q: 3 clusters Score -7397852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7397859.000000 Penalty: 1090.537476
	Iteration 70Q: 3 clusters Score -7397859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7397850.000000 Penalty: 1090.537476
	Iteration 71Q: 3 clusters Score -7397850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7397856.500000 Penalty: 1090.537476
	Iteration 72Q: 3 clusters Score -7397856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7397852.500000 Penalty: 1090.537476
	Iteration 73Q: 3 clusters Score -7397852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7397849.000000 Penalty: 1090.537476
	Iteration 74Q: 3 clusters Score -7397849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7397857.000000 Penalty: 1090.537476
	Iteration 75Q: 3 clusters Score -7397857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7397854.500000 Penalty: 1090.537476
	Iteration 76Q: 3 clusters Score -7397854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7397854.000000 Penalty: 1090.537476
	Iteration 77Q: 3 clusters Score -7397854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7397851.500000 Penalty: 1090.537476
	Iteration 78Q: 3 clusters Score -7397852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7397847.000000 Penalty: 1090.537476
	Iteration 79Q: 3 clusters Score -7397847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7397846.500000 Penalty: 1090.537476
	Iteration 80F: 3 clusters Score -7397846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7397844.000000 Penalty: 1090.537476
	Iteration 81Q: 3 clusters Score -7397844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7397844.500000 Penalty: 1090.537476
	Iteration 82Q: 3 clusters Score -7397844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7397844.500000 Penalty: 1090.537476
	Iteration 83F: 3 clusters Score -7397844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -100556.367188 Penalty: 353.101257
	Iteration 0F: 2 clusters Score -100556.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -98914.882812 Penalty: 706.202515
	Iteration 0F: 3 clusters Score -98914.88 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -99624.476562 Penalty: 706.202515
	Iteration 1F: 3 clusters Score -99624.48 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -99783.539062 Penalty: 706.202515
	Iteration 2F: 3 clusters Score -99783.54 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99894.750000 Penalty: 706.202515
	Iteration 3F: 3 clusters Score -99894.75 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99955.835938 Penalty: 706.202515
	Iteration 4Q: 3 clusters Score -99955.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -100006.546875 Penalty: 706.202515
	Iteration 5Q: 3 clusters Score -100006.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -100076.726562 Penalty: 706.202515
	Iteration 6Q: 3 clusters Score -100076.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100136.679688 Penalty: 706.202515
	Iteration 7Q: 3 clusters Score -100136.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100186.320312 Penalty: 706.202515
	Iteration 8Q: 3 clusters Score -100186.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100229.593750 Penalty: 706.202515
	Iteration 9Q: 3 clusters Score -100229.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100267.039062 Penalty: 706.202515
	Iteration 10Q: 3 clusters Score -100267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100297.414062 Penalty: 706.202515
	Iteration 11Q: 3 clusters Score -100297.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -100318.632812 Penalty: 706.202515
	Iteration 12Q: 3 clusters Score -100318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -100334.187500 Penalty: 706.202515
	Iteration 13Q: 3 clusters Score -100334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -100344.304688 Penalty: 706.202515
	Iteration 14Q: 3 clusters Score -100344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -100346.546875 Penalty: 706.202515
	Iteration 15Q: 3 clusters Score -100346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -100347.554688 Penalty: 706.202515
	Iteration 16Q: 3 clusters Score -100347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -100348.132812 Penalty: 706.202515
	Iteration 17Q: 3 clusters Score -100348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -100348.734375 Penalty: 706.202515
	Iteration 18Q: 3 clusters Score -100348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -100348.835938 Penalty: 706.202515
	Iteration 19Q: 3 clusters Score -100348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -100348.835938 Penalty: 706.202515
	Iteration 20F: 3 clusters Score -100348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -11010.566406 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -11010.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10696.512695 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -10696.51 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10816.094727 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -10816.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10852.621094 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -10852.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10873.819336 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -10873.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10887.081055 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -10887.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10901.270508 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -10901.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10920.623047 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -10920.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10953.349609 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -10953.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10965.245117 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -10965.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10968.054688 Penalty: 519.648865
	Iteration 9Q: 3 clusters Score -10968.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10968.987305 Penalty: 519.648865
	Iteration 10Q: 3 clusters Score -10968.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10968.987305 Penalty: 519.648865
	Iteration 11F: 3 clusters Score -10968.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -261447.750000 Penalty: 394.598114
	Iteration 0F: 2 clusters Score -261447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -257506.312500 Penalty: 789.196228
	Iteration 0F: 3 clusters Score -257506.3 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -259127.546875 Penalty: 789.196228
	Iteration 1F: 3 clusters Score -259127.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -259510.921875 Penalty: 789.196228
	Iteration 2F: 3 clusters Score -259510.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -259842.171875 Penalty: 789.196228
	Iteration 3F: 3 clusters Score -259842.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -260097.703125 Penalty: 789.196228
	Iteration 4F: 3 clusters Score -260097.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -260290.859375 Penalty: 789.196228
	Iteration 5F: 3 clusters Score -260290.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -260415.984375 Penalty: 789.196228
	Iteration 6Q: 3 clusters Score -260416 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -260504.656250 Penalty: 789.196228
	Iteration 7Q: 3 clusters Score -260504.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -260581.812500 Penalty: 789.196228
	Iteration 8Q: 3 clusters Score -260581.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -260663.796875 Penalty: 789.196228
	Iteration 9Q: 3 clusters Score -260663.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -260761.406250 Penalty: 789.196228
	Iteration 10Q: 3 clusters Score -260761.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -260907.546875 Penalty: 789.196228
	Iteration 11Q: 3 clusters Score -260907.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -261095.921875 Penalty: 789.196228
	Iteration 12Q: 3 clusters Score -261095.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -261213.000000 Penalty: 789.196228
	Iteration 13Q: 3 clusters Score -261213 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -261293.718750 Penalty: 789.196228
	Iteration 14Q: 3 clusters Score -261293.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -261347.968750 Penalty: 789.196228
	Iteration 15Q: 3 clusters Score -261348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -261379.781250 Penalty: 789.196228
	Iteration 16Q: 3 clusters Score -261379.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -261397.531250 Penalty: 789.196228
	Iteration 17Q: 3 clusters Score -261397.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -261408.906250 Penalty: 789.196228
	Iteration 18Q: 3 clusters Score -261408.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261418.812500 Penalty: 789.196228
	Iteration 19Q: 3 clusters Score -261418.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -261427.062500 Penalty: 789.196228
	Iteration 20F: 3 clusters Score -261427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -261434.234375 Penalty: 789.196228
	Iteration 21Q: 3 clusters Score -261434.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -261442.750000 Penalty: 789.196228
	Iteration 22Q: 3 clusters Score -261442.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -261451.640625 Penalty: 789.196228
	Iteration 23Q: 3 clusters Score -261451.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -261458.500000 Penalty: 789.196228
	Iteration 24Q: 3 clusters Score -261458.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -261461.640625 Penalty: 789.196228
	Iteration 25Q: 3 clusters Score -261461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261464.921875 Penalty: 789.196228
	Iteration 26Q: 3 clusters Score -261464.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -261466.609375 Penalty: 789.196228
	Iteration 27Q: 3 clusters Score -261466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -261467.546875 Penalty: 789.196228
	Iteration 28Q: 3 clusters Score -261467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -261468.328125 Penalty: 789.196228
	Iteration 29Q: 3 clusters Score -261468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -261469.359375 Penalty: 789.196228
	Iteration 30Q: 3 clusters Score -261469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -261469.468750 Penalty: 789.196228
	Iteration 31Q: 3 clusters Score -261469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261470.218750 Penalty: 789.196228
	Iteration 32Q: 3 clusters Score -261470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -261469.906250 Penalty: 789.196228
	Iteration 33Q: 3 clusters Score -261469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -261470.312500 Penalty: 789.196228
	Iteration 34Q: 3 clusters Score -261470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -261471.015625 Penalty: 789.196228
	Iteration 35Q: 3 clusters Score -261471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -261471.671875 Penalty: 789.196228
	Iteration 36Q: 3 clusters Score -261471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -261471.375000 Penalty: 789.196228
	Iteration 37Q: 3 clusters Score -261471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -261471.468750 Penalty: 789.196228
	Iteration 38Q: 3 clusters Score -261471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -261471.906250 Penalty: 789.196228
	Iteration 39Q: 3 clusters Score -261471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -261472.078125 Penalty: 789.196228
	Iteration 40F: 3 clusters Score -261472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -261472.421875 Penalty: 789.196228
	Iteration 41Q: 3 clusters Score -261472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -261473.046875 Penalty: 789.196228
	Iteration 42Q: 3 clusters Score -261473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -261473.046875 Penalty: 789.196228
	Iteration 43F: 3 clusters Score -261473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20727 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 160160 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 4576 members 
Mstep: Class 17 contains 100862 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144942 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 1264 members 
Entering Unmasked Estep 
Score: -23234528.000000 Penalty: 16768.777344
Splitting cluster 16 changes total score from -23234670.000000 to -23234528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (100862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Entering Unmasked Estep 
Score: -4733125.500000 Penalty: 524.228638
	Iteration 0F: 2 clusters Score -4733126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -4665607.500000 Penalty: 1048.457275
	Iteration 0F: 3 clusters Score -4665608 nChanged 49396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -4694761.000000 Penalty: 1048.457275
	Iteration 1F: 3 clusters Score -4694761 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -4696759.000000 Penalty: 1048.457275
	Iteration 2Q: 3 clusters Score -4696759 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -4700971.000000 Penalty: 1048.457275
	Iteration 3F: 3 clusters Score -4700971 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -4708727.500000 Penalty: 1048.457275
	Iteration 4F: 3 clusters Score -4708728 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -4718987.500000 Penalty: 1048.457275
	Iteration 5F: 3 clusters Score -4718988 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 95396 members 
Entering Unmasked Estep 
Score: -4727148.000000 Penalty: 1048.457275
	Iteration 6F: 3 clusters Score -4727148 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -4731029.000000 Penalty: 1048.457275
	Iteration 7Q: 3 clusters Score -4731029 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 100454 members 
Entering Unmasked Estep 
Score: -4732260.500000 Penalty: 1048.457275
	Iteration 8Q: 3 clusters Score -4732260 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -4732576.000000 Penalty: 1048.457275
	Iteration 9Q: 3 clusters Score -4732576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -4732633.500000 Penalty: 1048.457275
	Iteration 10Q: 3 clusters Score -4732634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -4732668.500000 Penalty: 1048.457275
	Iteration 11Q: 3 clusters Score -4732668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -4732691.000000 Penalty: 1048.457275
	Iteration 12Q: 3 clusters Score -4732691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -4732707.000000 Penalty: 1048.457275
	Iteration 13Q: 3 clusters Score -4732707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -4732712.000000 Penalty: 1048.457275
	Iteration 14Q: 3 clusters Score -4732712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -4732715.000000 Penalty: 1048.457275
	Iteration 15Q: 3 clusters Score -4732715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -4732713.500000 Penalty: 1048.457275
	Iteration 16Q: 3 clusters Score -4732714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -4732713.500000 Penalty: 1048.457275
	Iteration 17F: 3 clusters Score -4732714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5344.882812 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5344.883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5388.774902 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5388.775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5408.258301 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5408.258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5420.225586 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -5420.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5421.139160 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5421.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5421.139160 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5421.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -504307.718750 Penalty: 419.234009
	Iteration 0F: 2 clusters Score -504307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -497568.875000 Penalty: 838.468018
	Iteration 0F: 3 clusters Score -497568.9 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -500185.718750 Penalty: 838.468018
	Iteration 1F: 3 clusters Score -500185.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -500314.031250 Penalty: 838.468018
	Iteration 2Q: 3 clusters Score -500314 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -500498.875000 Penalty: 838.468018
	Iteration 3Q: 3 clusters Score -500498.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -500756.375000 Penalty: 838.468018
	Iteration 4Q: 3 clusters Score -500756.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -501130.031250 Penalty: 838.468018
	Iteration 5F: 3 clusters Score -501130 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -501615.531250 Penalty: 838.468018
	Iteration 6F: 3 clusters Score -501615.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -502109.437500 Penalty: 838.468018
	Iteration 7F: 3 clusters Score -502109.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -502530.312500 Penalty: 838.468018
	Iteration 8F: 3 clusters Score -502530.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -502830.468750 Penalty: 838.468018
	Iteration 9F: 3 clusters Score -502830.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -502998.968750 Penalty: 838.468018
	Iteration 10Q: 3 clusters Score -502999 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -503116.593750 Penalty: 838.468018
	Iteration 11Q: 3 clusters Score -503116.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -503206.375000 Penalty: 838.468018
	Iteration 12Q: 3 clusters Score -503206.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -503262.156250 Penalty: 838.468018
	Iteration 13Q: 3 clusters Score -503262.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -503305.968750 Penalty: 838.468018
	Iteration 14Q: 3 clusters Score -503306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -503340.125000 Penalty: 838.468018
	Iteration 15Q: 3 clusters Score -503340.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -503370.125000 Penalty: 838.468018
	Iteration 16Q: 3 clusters Score -503370.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -503390.906250 Penalty: 838.468018
	Iteration 17Q: 3 clusters Score -503390.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -503411.093750 Penalty: 838.468018
	Iteration 18Q: 3 clusters Score -503411.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -503425.656250 Penalty: 838.468018
	Iteration 19Q: 3 clusters Score -503425.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -503437.718750 Penalty: 838.468018
	Iteration 20F: 3 clusters Score -503437.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -503444.062500 Penalty: 838.468018
	Iteration 21Q: 3 clusters Score -503444.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -503453.656250 Penalty: 838.468018
	Iteration 22Q: 3 clusters Score -503453.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -503461.375000 Penalty: 838.468018
	Iteration 23Q: 3 clusters Score -503461.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -503468.156250 Penalty: 838.468018
	Iteration 24Q: 3 clusters Score -503468.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -503476.843750 Penalty: 838.468018
	Iteration 25Q: 3 clusters Score -503476.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -503486.937500 Penalty: 838.468018
	Iteration 26Q: 3 clusters Score -503486.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -503498.187500 Penalty: 838.468018
	Iteration 27Q: 3 clusters Score -503498.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -503507.531250 Penalty: 838.468018
	Iteration 28Q: 3 clusters Score -503507.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -503514.437500 Penalty: 838.468018
	Iteration 29Q: 3 clusters Score -503514.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -503520.093750 Penalty: 838.468018
	Iteration 30Q: 3 clusters Score -503520.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -503527.656250 Penalty: 838.468018
	Iteration 31Q: 3 clusters Score -503527.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -503533.843750 Penalty: 838.468018
	Iteration 32Q: 3 clusters Score -503533.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -503539.187500 Penalty: 838.468018
	Iteration 33Q: 3 clusters Score -503539.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -503544.093750 Penalty: 838.468018
	Iteration 34Q: 3 clusters Score -503544.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -503549.000000 Penalty: 838.468018
	Iteration 35Q: 3 clusters Score -503549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -503551.843750 Penalty: 838.468018
	Iteration 36Q: 3 clusters Score -503551.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -503555.968750 Penalty: 838.468018
	Iteration 37Q: 3 clusters Score -503556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -503562.031250 Penalty: 838.468018
	Iteration 38Q: 3 clusters Score -503562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -503566.218750 Penalty: 838.468018
	Iteration 39Q: 3 clusters Score -503566.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -503571.312500 Penalty: 838.468018
	Iteration 40F: 3 clusters Score -503571.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -503574.281250 Penalty: 838.468018
	Iteration 41Q: 3 clusters Score -503574.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -503578.500000 Penalty: 838.468018
	Iteration 42Q: 3 clusters Score -503578.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -503584.187500 Penalty: 838.468018
	Iteration 43Q: 3 clusters Score -503584.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -503590.125000 Penalty: 838.468018
	Iteration 44Q: 3 clusters Score -503590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -503592.843750 Penalty: 838.468018
	Iteration 45Q: 3 clusters Score -503592.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -503596.875000 Penalty: 838.468018
	Iteration 46Q: 3 clusters Score -503596.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -503601.937500 Penalty: 838.468018
	Iteration 47Q: 3 clusters Score -503601.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -503608.875000 Penalty: 838.468018
	Iteration 48Q: 3 clusters Score -503608.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -503616.687500 Penalty: 838.468018
	Iteration 49Q: 3 clusters Score -503616.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -503620.687500 Penalty: 838.468018
	Iteration 50Q: 3 clusters Score -503620.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -503623.968750 Penalty: 838.468018
	Iteration 51Q: 3 clusters Score -503624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -503628.312500 Penalty: 838.468018
	Iteration 52Q: 3 clusters Score -503628.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -503631.093750 Penalty: 838.468018
	Iteration 53Q: 3 clusters Score -503631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -503635.843750 Penalty: 838.468018
	Iteration 54Q: 3 clusters Score -503635.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -503637.562500 Penalty: 838.468018
	Iteration 55Q: 3 clusters Score -503637.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -503638.468750 Penalty: 838.468018
	Iteration 56Q: 3 clusters Score -503638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -503641.500000 Penalty: 838.468018
	Iteration 57Q: 3 clusters Score -503641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -503642.093750 Penalty: 838.468018
	Iteration 58Q: 3 clusters Score -503642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -503644.093750 Penalty: 838.468018
	Iteration 59Q: 3 clusters Score -503644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -503645.562500 Penalty: 838.468018
	Iteration 60F: 3 clusters Score -503645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -503646.093750 Penalty: 838.468018
	Iteration 61Q: 3 clusters Score -503646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -503648.750000 Penalty: 838.468018
	Iteration 62Q: 3 clusters Score -503648.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -503648.281250 Penalty: 838.468018
	Iteration 63Q: 3 clusters Score -503648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -503648.843750 Penalty: 838.468018
	Iteration 64Q: 3 clusters Score -503648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -503649.250000 Penalty: 838.468018
	Iteration 65Q: 3 clusters Score -503649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -503649.437500 Penalty: 838.468018
	Iteration 66Q: 3 clusters Score -503649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -503648.968750 Penalty: 838.468018
	Iteration 67Q: 3 clusters Score -503649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -503649.750000 Penalty: 838.468018
	Iteration 68Q: 3 clusters Score -503649.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -503651.000000 Penalty: 838.468018
	Iteration 69Q: 3 clusters Score -503651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -503652.875000 Penalty: 838.468018
	Iteration 70Q: 3 clusters Score -503652.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -503654.937500 Penalty: 838.468018
	Iteration 71Q: 3 clusters Score -503654.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -503656.687500 Penalty: 838.468018
	Iteration 72Q: 3 clusters Score -503656.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -503658.812500 Penalty: 838.468018
	Iteration 73Q: 3 clusters Score -503658.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -503662.843750 Penalty: 838.468018
	Iteration 74Q: 3 clusters Score -503662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -503664.343750 Penalty: 838.468018
	Iteration 75Q: 3 clusters Score -503664.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -503668.468750 Penalty: 838.468018
	Iteration 76Q: 3 clusters Score -503668.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -503670.468750 Penalty: 838.468018
	Iteration 77Q: 3 clusters Score -503670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -503671.093750 Penalty: 838.468018
	Iteration 78Q: 3 clusters Score -503671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -503672.531250 Penalty: 838.468018
	Iteration 79Q: 3 clusters Score -503672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -503673.687500 Penalty: 838.468018
	Iteration 80F: 3 clusters Score -503673.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -503674.468750 Penalty: 838.468018
	Iteration 81Q: 3 clusters Score -503674.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -503677.937500 Penalty: 838.468018
	Iteration 82Q: 3 clusters Score -503677.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -503683.343750 Penalty: 838.468018
	Iteration 83Q: 3 clusters Score -503683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -503689.500000 Penalty: 838.468018
	Iteration 84Q: 3 clusters Score -503689.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -503695.750000 Penalty: 838.468018
	Iteration 85Q: 3 clusters Score -503695.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -503702.156250 Penalty: 838.468018
	Iteration 86Q: 3 clusters Score -503702.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -503706.375000 Penalty: 838.468018
	Iteration 87Q: 3 clusters Score -503706.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -503710.093750 Penalty: 838.468018
	Iteration 88Q: 3 clusters Score -503710.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -503712.875000 Penalty: 838.468018
	Iteration 89Q: 3 clusters Score -503712.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -503716.343750 Penalty: 838.468018
	Iteration 90Q: 3 clusters Score -503716.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -503718.875000 Penalty: 838.468018
	Iteration 91Q: 3 clusters Score -503718.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -503720.906250 Penalty: 838.468018
	Iteration 92Q: 3 clusters Score -503720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -503720.812500 Penalty: 838.468018
	Iteration 93Q: 3 clusters Score -503720.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -503724.062500 Penalty: 838.468018
	Iteration 94Q: 3 clusters Score -503724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -503725.687500 Penalty: 838.468018
	Iteration 95Q: 3 clusters Score -503725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -503727.875000 Penalty: 838.468018
	Iteration 96Q: 3 clusters Score -503727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -503727.656250 Penalty: 838.468018
	Iteration 97Q: 3 clusters Score -503727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -503728.593750 Penalty: 838.468018
	Iteration 98Q: 3 clusters Score -503728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -503729.281250 Penalty: 838.468018
	Iteration 99Q: 3 clusters Score -503729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -503729.437500 Penalty: 838.468018
	Iteration 100F: 3 clusters Score -503729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -503729.437500 Penalty: 838.468018
	Iteration 101Q: 3 clusters Score -503729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -503730.812500 Penalty: 838.468018
	Iteration 102Q: 3 clusters Score -503730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -503731.812500 Penalty: 838.468018
	Iteration 103Q: 3 clusters Score -503731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -503733.031250 Penalty: 838.468018
	Iteration 104Q: 3 clusters Score -503733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -503733.687500 Penalty: 838.468018
	Iteration 105Q: 3 clusters Score -503733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -503736.125000 Penalty: 838.468018
	Iteration 106Q: 3 clusters Score -503736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -503737.000000 Penalty: 838.468018
	Iteration 107Q: 3 clusters Score -503737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -503736.718750 Penalty: 838.468018
	Iteration 108Q: 3 clusters Score -503736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -503737.906250 Penalty: 838.468018
	Iteration 109Q: 3 clusters Score -503737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -503738.875000 Penalty: 838.468018
	Iteration 110Q: 3 clusters Score -503738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -503738.812500 Penalty: 838.468018
	Iteration 111Q: 3 clusters Score -503738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -503739.375000 Penalty: 838.468018
	Iteration 112Q: 3 clusters Score -503739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -503741.062500 Penalty: 838.468018
	Iteration 113Q: 3 clusters Score -503741.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -503742.687500 Penalty: 838.468018
	Iteration 114Q: 3 clusters Score -503742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -503742.968750 Penalty: 838.468018
	Iteration 115Q: 3 clusters Score -503743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -503744.250000 Penalty: 838.468018
	Iteration 116Q: 3 clusters Score -503744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -503745.031250 Penalty: 838.468018
	Iteration 117Q: 3 clusters Score -503745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -503747.562500 Penalty: 838.468018
	Iteration 118Q: 3 clusters Score -503747.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -503750.187500 Penalty: 838.468018
	Iteration 119Q: 3 clusters Score -503750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -503751.375000 Penalty: 838.468018
	Iteration 120F: 3 clusters Score -503751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -503753.156250 Penalty: 838.468018
	Iteration 121Q: 3 clusters Score -503753.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -503753.968750 Penalty: 838.468018
	Iteration 122Q: 3 clusters Score -503754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -503756.906250 Penalty: 838.468018
	Iteration 123Q: 3 clusters Score -503756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -503758.781250 Penalty: 838.468018
	Iteration 124Q: 3 clusters Score -503758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -503759.312500 Penalty: 838.468018
	Iteration 125Q: 3 clusters Score -503759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -503760.031250 Penalty: 838.468018
	Iteration 126Q: 3 clusters Score -503760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -503759.968750 Penalty: 838.468018
	Iteration 127Q: 3 clusters Score -503760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -503761.156250 Penalty: 838.468018
	Iteration 128Q: 3 clusters Score -503761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -503760.968750 Penalty: 838.468018
	Iteration 129Q: 3 clusters Score -503761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -503761.687500 Penalty: 838.468018
	Iteration 130Q: 3 clusters Score -503761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -503762.468750 Penalty: 838.468018
	Iteration 131Q: 3 clusters Score -503762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -503763.312500 Penalty: 838.468018
	Iteration 132Q: 3 clusters Score -503763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -503764.437500 Penalty: 838.468018
	Iteration 133Q: 3 clusters Score -503764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -503766.218750 Penalty: 838.468018
	Iteration 134Q: 3 clusters Score -503766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -503768.687500 Penalty: 838.468018
	Iteration 135Q: 3 clusters Score -503768.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -503771.031250 Penalty: 838.468018
	Iteration 136Q: 3 clusters Score -503771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -503772.468750 Penalty: 838.468018
	Iteration 137Q: 3 clusters Score -503772.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -503773.281250 Penalty: 838.468018
	Iteration 138Q: 3 clusters Score -503773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -503774.156250 Penalty: 838.468018
	Iteration 139Q: 3 clusters Score -503774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -503775.218750 Penalty: 838.468018
	Iteration 140F: 3 clusters Score -503775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -503775.562500 Penalty: 838.468018
	Iteration 141Q: 3 clusters Score -503775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -503775.812500 Penalty: 838.468018
	Iteration 142Q: 3 clusters Score -503775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -503776.625000 Penalty: 838.468018
	Iteration 143Q: 3 clusters Score -503776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -503776.218750 Penalty: 838.468018
	Iteration 144Q: 3 clusters Score -503776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -503777.750000 Penalty: 838.468018
	Iteration 145Q: 3 clusters Score -503777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -503777.468750 Penalty: 838.468018
	Iteration 146Q: 3 clusters Score -503777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -503777.968750 Penalty: 838.468018
	Iteration 147Q: 3 clusters Score -503778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -503779.062500 Penalty: 838.468018
	Iteration 148Q: 3 clusters Score -503779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -503779.781250 Penalty: 838.468018
	Iteration 149Q: 3 clusters Score -503779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -503780.218750 Penalty: 838.468018
	Iteration 150Q: 3 clusters Score -503780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -503779.437500 Penalty: 838.468018
	Iteration 151Q: 3 clusters Score -503779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -503780.125000 Penalty: 838.468018
	Iteration 152Q: 3 clusters Score -503780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -503779.937500 Penalty: 838.468018
	Iteration 153Q: 3 clusters Score -503779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -503781.156250 Penalty: 838.468018
	Iteration 154Q: 3 clusters Score -503781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -503781.187500 Penalty: 838.468018
	Iteration 155Q: 3 clusters Score -503781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -503781.312500 Penalty: 838.468018
	Iteration 156Q: 3 clusters Score -503781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -503782.125000 Penalty: 838.468018
	Iteration 157Q: 3 clusters Score -503782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -503783.312500 Penalty: 838.468018
	Iteration 158Q: 3 clusters Score -503783.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -503784.218750 Penalty: 838.468018
	Iteration 159Q: 3 clusters Score -503784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -503785.000000 Penalty: 838.468018
	Iteration 160F: 3 clusters Score -503785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -503785.812500 Penalty: 838.468018
	Iteration 161Q: 3 clusters Score -503785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -503786.750000 Penalty: 838.468018
	Iteration 162Q: 3 clusters Score -503786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -503787.750000 Penalty: 838.468018
	Iteration 163Q: 3 clusters Score -503787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -503789.187500 Penalty: 838.468018
	Iteration 164Q: 3 clusters Score -503789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -503791.312500 Penalty: 838.468018
	Iteration 165Q: 3 clusters Score -503791.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -503795.218750 Penalty: 838.468018
	Iteration 166Q: 3 clusters Score -503795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -503798.093750 Penalty: 838.468018
	Iteration 167Q: 3 clusters Score -503798.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -503803.843750 Penalty: 838.468018
	Iteration 168Q: 3 clusters Score -503803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -503807.906250 Penalty: 838.468018
	Iteration 169Q: 3 clusters Score -503807.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -503813.000000 Penalty: 838.468018
	Iteration 170Q: 3 clusters Score -503813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -503817.312500 Penalty: 838.468018
	Iteration 171Q: 3 clusters Score -503817.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -503824.312500 Penalty: 838.468018
	Iteration 172Q: 3 clusters Score -503824.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -503826.781250 Penalty: 838.468018
	Iteration 173Q: 3 clusters Score -503826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -503829.687500 Penalty: 838.468018
	Iteration 174Q: 3 clusters Score -503829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -503832.250000 Penalty: 838.468018
	Iteration 175Q: 3 clusters Score -503832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -503836.312500 Penalty: 838.468018
	Iteration 176Q: 3 clusters Score -503836.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -503839.875000 Penalty: 838.468018
	Iteration 177Q: 3 clusters Score -503839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -503843.281250 Penalty: 838.468018
	Iteration 178Q: 3 clusters Score -503843.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -503846.906250 Penalty: 838.468018
	Iteration 179Q: 3 clusters Score -503846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -503849.375000 Penalty: 838.468018
	Iteration 180F: 3 clusters Score -503849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -503851.343750 Penalty: 838.468018
	Iteration 181Q: 3 clusters Score -503851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -503851.093750 Penalty: 838.468018
	Iteration 182Q: 3 clusters Score -503851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -503852.156250 Penalty: 838.468018
	Iteration 183Q: 3 clusters Score -503852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -503853.843750 Penalty: 838.468018
	Iteration 184Q: 3 clusters Score -503853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -503854.687500 Penalty: 838.468018
	Iteration 185Q: 3 clusters Score -503854.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -503856.937500 Penalty: 838.468018
	Iteration 186Q: 3 clusters Score -503856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -503857.906250 Penalty: 838.468018
	Iteration 187Q: 3 clusters Score -503857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -503858.750000 Penalty: 838.468018
	Iteration 188Q: 3 clusters Score -503858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -503860.750000 Penalty: 838.468018
	Iteration 189Q: 3 clusters Score -503860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -503865.375000 Penalty: 838.468018
	Iteration 190Q: 3 clusters Score -503865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -503867.875000 Penalty: 838.468018
	Iteration 191Q: 3 clusters Score -503867.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -503871.375000 Penalty: 838.468018
	Iteration 192Q: 3 clusters Score -503871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -503874.062500 Penalty: 838.468018
	Iteration 193Q: 3 clusters Score -503874.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -503876.343750 Penalty: 838.468018
	Iteration 194Q: 3 clusters Score -503876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -503877.406250 Penalty: 838.468018
	Iteration 195Q: 3 clusters Score -503877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -503879.031250 Penalty: 838.468018
	Iteration 196Q: 3 clusters Score -503879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -503880.750000 Penalty: 838.468018
	Iteration 197Q: 3 clusters Score -503880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -503882.750000 Penalty: 838.468018
	Iteration 198Q: 3 clusters Score -503882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -503883.281250 Penalty: 838.468018
	Iteration 199Q: 3 clusters Score -503883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -503883.562500 Penalty: 838.468018
	Iteration 200F: 3 clusters Score -503883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -503884.625000 Penalty: 838.468018
	Iteration 201Q: 3 clusters Score -503884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -503885.062500 Penalty: 838.468018
	Iteration 202Q: 3 clusters Score -503885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -503885.687500 Penalty: 838.468018
	Iteration 203Q: 3 clusters Score -503885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -503885.843750 Penalty: 838.468018
	Iteration 204Q: 3 clusters Score -503885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -503886.218750 Penalty: 838.468018
	Iteration 205Q: 3 clusters Score -503886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -503886.593750 Penalty: 838.468018
	Iteration 206Q: 3 clusters Score -503886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -503886.125000 Penalty: 838.468018
	Iteration 207Q: 3 clusters Score -503886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -503886.531250 Penalty: 838.468018
	Iteration 208Q: 3 clusters Score -503886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -503886.312500 Penalty: 838.468018
	Iteration 209Q: 3 clusters Score -503886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -503886.312500 Penalty: 838.468018
	Iteration 210F: 3 clusters Score -503886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33155.566406 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33155.57 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33361.671875 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33361.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33424.984375 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33424.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -33450.460938 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33450.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33465.792969 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33465.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33469.316406 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33469.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -33474.507812 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33474.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33486.523438 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33486.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33497.738281 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33497.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33505.796875 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33513.847656 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33513.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33518.808594 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33518.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33525.699219 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33525.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33539.816406 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33539.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33552.687500 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33552.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33563.675781 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -33563.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33578.628906 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -33578.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33594.156250 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -33594.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33605.187500 Penalty: 612.414001
	Iteration 18Q: 3 clusters Score -33605.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33611.648438 Penalty: 612.414001
	Iteration 19Q: 3 clusters Score -33611.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33617.238281 Penalty: 612.414001
	Iteration 20F: 3 clusters Score -33617.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33620.828125 Penalty: 612.414001
	Iteration 21Q: 3 clusters Score -33620.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33622.351562 Penalty: 612.414001
	Iteration 22Q: 3 clusters Score -33622.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33622.675781 Penalty: 612.414001
	Iteration 23Q: 3 clusters Score -33622.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -33622.675781 Penalty: 612.414001
	Iteration 24F: 3 clusters Score -33622.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144942 members 
Entering Unmasked Estep 
Score: -6779609.000000 Penalty: 540.726013
	Iteration 0F: 2 clusters Score -6779609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -6681826.000000 Penalty: 1081.452026
	Iteration 0F: 3 clusters Score -6681826 nChanged 71270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -6726496.000000 Penalty: 1081.452026
	Iteration 1F: 3 clusters Score -6726496 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -6729191.500000 Penalty: 1081.452026
	Iteration 2Q: 3 clusters Score -6729192 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -6733136.500000 Penalty: 1081.452026
	Iteration 3F: 3 clusters Score -6733136 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -6738884.000000 Penalty: 1081.452026
	Iteration 4F: 3 clusters Score -6738884 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -6746417.000000 Penalty: 1081.452026
	Iteration 5F: 3 clusters Score -6746417 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -6754478.000000 Penalty: 1081.452026
	Iteration 6F: 3 clusters Score -6754478 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -6759866.500000 Penalty: 1081.452026
	Iteration 7F: 3 clusters Score -6759866 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -6762306.000000 Penalty: 1081.452026
	Iteration 8Q: 3 clusters Score -6762306 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -6763385.500000 Penalty: 1081.452026
	Iteration 9Q: 3 clusters Score -6763386 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -6764210.500000 Penalty: 1081.452026
	Iteration 10Q: 3 clusters Score -6764210 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -6764887.000000 Penalty: 1081.452026
	Iteration 11Q: 3 clusters Score -6764887 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -6765396.500000 Penalty: 1081.452026
	Iteration 12Q: 3 clusters Score -6765396 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -6765789.500000 Penalty: 1081.452026
	Iteration 13Q: 3 clusters Score -6765790 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -6766154.000000 Penalty: 1081.452026
	Iteration 14Q: 3 clusters Score -6766154 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -6766480.000000 Penalty: 1081.452026
	Iteration 15Q: 3 clusters Score -6766480 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -6766747.500000 Penalty: 1081.452026
	Iteration 16Q: 3 clusters Score -6766748 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -6766956.000000 Penalty: 1081.452026
	Iteration 17Q: 3 clusters Score -6766956 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -6767158.500000 Penalty: 1081.452026
	Iteration 18Q: 3 clusters Score -6767158 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85272 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -6767349.000000 Penalty: 1081.452026
	Iteration 19Q: 3 clusters Score -6767349 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -6767578.500000 Penalty: 1081.452026
	Iteration 20F: 3 clusters Score -6767578 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -6767778.500000 Penalty: 1081.452026
	Iteration 21Q: 3 clusters Score -6767778 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -6767980.500000 Penalty: 1081.452026
	Iteration 22Q: 3 clusters Score -6767980 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -6768269.000000 Penalty: 1081.452026
	Iteration 23Q: 3 clusters Score -6768269 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86301 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -6768522.500000 Penalty: 1081.452026
	Iteration 24Q: 3 clusters Score -6768522 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -6768906.000000 Penalty: 1081.452026
	Iteration 25Q: 3 clusters Score -6768906 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -6769215.000000 Penalty: 1081.452026
	Iteration 26Q: 3 clusters Score -6769215 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -6769643.000000 Penalty: 1081.452026
	Iteration 27Q: 3 clusters Score -6769643 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -6770097.000000 Penalty: 1081.452026
	Iteration 28Q: 3 clusters Score -6770097 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -6770539.500000 Penalty: 1081.452026
	Iteration 29Q: 3 clusters Score -6770540 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -6770869.500000 Penalty: 1081.452026
	Iteration 30Q: 3 clusters Score -6770870 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -6771211.000000 Penalty: 1081.452026
	Iteration 31Q: 3 clusters Score -6771211 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -6771469.500000 Penalty: 1081.452026
	Iteration 32Q: 3 clusters Score -6771470 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -6771638.000000 Penalty: 1081.452026
	Iteration 33Q: 3 clusters Score -6771638 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6771864 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6771960 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6772064 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6772248 nChanged 416
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Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6772286 nChanged 408
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Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6772318.500000 Penalty: 1081.452026
	Iteration 49Q: 3 clusters Score -6772318 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6772298 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6772318 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6772352 nChanged 381
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Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6772395 nChanged 370
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Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6772404 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6772424 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6772423 nChanged 378
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Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6772401 nChanged 364
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Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6772396 nChanged 345
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Mstep: Class 1 contains 95422 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6772404 nChanged 352
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Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6772404 nChanged 304
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Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6772444 nChanged 328
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Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6772460 nChanged 318
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Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6772458 nChanged 324
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Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6772506 nChanged 303
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Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6772506 nChanged 301
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Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6772480 nChanged 318
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Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6772518 nChanged 333
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Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6772529 nChanged 333
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Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6772518 nChanged 354
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Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6772480 nChanged 327
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Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6772512 nChanged 316
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Mstep: Class 1 contains 101598 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6772516 nChanged 300
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Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6772542 nChanged 322
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Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6772552 nChanged 297
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Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6772541 nChanged 326
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Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6772550 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103153 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6772561 nChanged 301
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Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6772580 nChanged 285
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Mstep: Class 1 contains 103739 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6772592 nChanged 267
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Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6772618 nChanged 294
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Mstep: Class 1 contains 104300 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6772642 nChanged 307
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Mstep: Class 1 contains 104607 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6772662 nChanged 301
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Mstep: Class 1 contains 104908 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6772673 nChanged 270
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Mstep: Class 1 contains 105178 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6772690 nChanged 283
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Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6772686 nChanged 341
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Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6772708 nChanged 325
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Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6772735 nChanged 361
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Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6772771 nChanged 353
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Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6772799 nChanged 371
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Mstep: Class 1 contains 107212 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6772806 nChanged 410
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Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6772816 nChanged 428
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Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6772838 nChanged 433
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Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6772886 nChanged 420
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Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6772896 nChanged 412
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Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6772910 nChanged 423
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Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6772925 nChanged 412
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Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6772949 nChanged 423
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Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6773027 nChanged 427
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Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6773076 nChanged 433
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Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6773087 nChanged 430
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Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6773106 nChanged 432
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Mstep: Class 1 contains 112295 members 
Mstep: Class 2 contains 32647 members 
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	Iteration 110Q: 3 clusters Score -6773108 nChanged 436
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Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6773092 nChanged 432
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Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6773098 nChanged 459
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Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6773104 nChanged 489
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Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6773146 nChanged 482
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Mstep: Class 1 contains 114593 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6773168 nChanged 450
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Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6773193.500000 Penalty: 1081.452026
	Iteration 116Q: 3 clusters Score -6773194 nChanged 455
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Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6773228 nChanged 487
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Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6773282 nChanged 509
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Mstep: Class 1 contains 116494 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6773302 nChanged 564
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Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6773352 nChanged 605
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Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6773402 nChanged 628
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Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6773474 nChanged 618
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Mstep: Class 1 contains 118909 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6773518 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119530 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6773582 nChanged 668
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Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6773676 nChanged 693
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Mstep: Class 1 contains 120891 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6773758 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -6773858.000000 Penalty: 1081.452026
	Iteration 127Q: 3 clusters Score -6773858 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6773964.500000 Penalty: 1081.452026
	Iteration 128Q: 3 clusters Score -6773964 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6774040.500000 Penalty: 1081.452026
	Iteration 129Q: 3 clusters Score -6774040 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -6774094.000000 Penalty: 1081.452026
	Iteration 130Q: 3 clusters Score -6774094 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -6774166.000000 Penalty: 1081.452026
	Iteration 131Q: 3 clusters Score -6774166 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125205 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -6774292.000000 Penalty: 1081.452026
	Iteration 132Q: 3 clusters Score -6774292 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6774424.500000 Penalty: 1081.452026
	Iteration 133Q: 3 clusters Score -6774424 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -6774552.500000 Penalty: 1081.452026
	Iteration 134Q: 3 clusters Score -6774552 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6774703.500000 Penalty: 1081.452026
	Iteration 135Q: 3 clusters Score -6774704 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -6774862.000000 Penalty: 1081.452026
	Iteration 136Q: 3 clusters Score -6774862 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -6775032.500000 Penalty: 1081.452026
	Iteration 137Q: 3 clusters Score -6775032 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130025 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6775191.500000 Penalty: 1081.452026
	Iteration 138Q: 3 clusters Score -6775192 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130823 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -6775322.500000 Penalty: 1081.452026
	Iteration 139Q: 3 clusters Score -6775322 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131603 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -6775467.000000 Penalty: 1081.452026
	Iteration 140F: 3 clusters Score -6775467 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -6775615.000000 Penalty: 1081.452026
	Iteration 141Q: 3 clusters Score -6775615 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133151 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -6775813.000000 Penalty: 1081.452026
	Iteration 142Q: 3 clusters Score -6775813 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -6775991.500000 Penalty: 1081.452026
	Iteration 143Q: 3 clusters Score -6775992 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -6776181.500000 Penalty: 1081.452026
	Iteration 144Q: 3 clusters Score -6776182 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -6776325.500000 Penalty: 1081.452026
	Iteration 145Q: 3 clusters Score -6776326 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6776584.500000 Penalty: 1081.452026
	Iteration 146Q: 3 clusters Score -6776584 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6776846.000000 Penalty: 1081.452026
	Iteration 147Q: 3 clusters Score -6776846 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -6777105.000000 Penalty: 1081.452026
	Iteration 148Q: 3 clusters Score -6777105 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139278 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6777427.000000 Penalty: 1081.452026
	Iteration 149Q: 3 clusters Score -6777427 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140182 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6777714.000000 Penalty: 1081.452026
	Iteration 150Q: 3 clusters Score -6777714 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6777988.000000 Penalty: 1081.452026
	Iteration 151Q: 3 clusters Score -6777988 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141787 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -6778317.500000 Penalty: 1081.452026
	Iteration 152Q: 3 clusters Score -6778318 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6778528.500000 Penalty: 1081.452026
	Iteration 153Q: 3 clusters Score -6778528 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142897 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6778687.000000 Penalty: 1081.452026
	Iteration 154Q: 3 clusters Score -6778687 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6778801.000000 Penalty: 1081.452026
	Iteration 155Q: 3 clusters Score -6778801 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6778939.000000 Penalty: 1081.452026
	Iteration 156Q: 3 clusters Score -6778939 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6779007.500000 Penalty: 1081.452026
	Iteration 157Q: 3 clusters Score -6779008 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6779058.500000 Penalty: 1081.452026
	Iteration 158Q: 3 clusters Score -6779058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6779093.000000 Penalty: 1081.452026
	Iteration 159Q: 3 clusters Score -6779093 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6779115.500000 Penalty: 1081.452026
	Iteration 160F: 3 clusters Score -6779116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6779129.500000 Penalty: 1081.452026
	Iteration 161Q: 3 clusters Score -6779130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144272 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6779144.000000 Penalty: 1081.452026
	Iteration 162Q: 3 clusters Score -6779144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6779144.500000 Penalty: 1081.452026
	Iteration 163Q: 3 clusters Score -6779144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144354 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6779156.500000 Penalty: 1081.452026
	Iteration 164Q: 3 clusters Score -6779156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6779164.000000 Penalty: 1081.452026
	Iteration 165Q: 3 clusters Score -6779164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144416 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6779173.500000 Penalty: 1081.452026
	Iteration 166Q: 3 clusters Score -6779174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144440 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6779165.500000 Penalty: 1081.452026
	Iteration 167Q: 3 clusters Score -6779166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144461 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6779175.500000 Penalty: 1081.452026
	Iteration 168Q: 3 clusters Score -6779176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6779182.000000 Penalty: 1081.452026
	Iteration 169Q: 3 clusters Score -6779182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144511 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6779188.500000 Penalty: 1081.452026
	Iteration 170Q: 3 clusters Score -6779188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6779196.000000 Penalty: 1081.452026
	Iteration 171Q: 3 clusters Score -6779196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6779199.000000 Penalty: 1081.452026
	Iteration 172Q: 3 clusters Score -6779199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6779201.000000 Penalty: 1081.452026
	Iteration 173Q: 3 clusters Score -6779201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6779204.500000 Penalty: 1081.452026
	Iteration 174Q: 3 clusters Score -6779204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144545 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6779207.000000 Penalty: 1081.452026
	Iteration 175Q: 3 clusters Score -6779207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144556 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6779212.500000 Penalty: 1081.452026
	Iteration 176Q: 3 clusters Score -6779212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144567 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6779216.500000 Penalty: 1081.452026
	Iteration 177Q: 3 clusters Score -6779216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6779220.000000 Penalty: 1081.452026
	Iteration 178Q: 3 clusters Score -6779220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144575 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6779220.000000 Penalty: 1081.452026
	Iteration 179Q: 3 clusters Score -6779220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6779220.000000 Penalty: 1081.452026
	Iteration 180F: 3 clusters Score -6779220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144578 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6779222.000000 Penalty: 1081.452026
	Iteration 181Q: 3 clusters Score -6779222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6779226.500000 Penalty: 1081.452026
	Iteration 182Q: 3 clusters Score -6779226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6779224.000000 Penalty: 1081.452026
	Iteration 183Q: 3 clusters Score -6779224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6779220.000000 Penalty: 1081.452026
	Iteration 184Q: 3 clusters Score -6779220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6779223.500000 Penalty: 1081.452026
	Iteration 185Q: 3 clusters Score -6779224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6779223.500000 Penalty: 1081.452026
	Iteration 186F: 3 clusters Score -6779224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -29001.837891 Penalty: 298.268738
	Iteration 0F: 2 clusters Score -29001.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28393.232422 Penalty: 596.537476
	Iteration 0F: 3 clusters Score -28393.23 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -28559.458984 Penalty: 596.537476
	Iteration 1F: 3 clusters Score -28559.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28594.912109 Penalty: 596.537476
	Iteration 2F: 3 clusters Score -28594.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28627.277344 Penalty: 596.537476
	Iteration 3F: 3 clusters Score -28627.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -28655.744141 Penalty: 596.537476
	Iteration 4Q: 3 clusters Score -28655.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28685.062500 Penalty: 596.537476
	Iteration 5Q: 3 clusters Score -28685.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -28711.095703 Penalty: 596.537476
	Iteration 6Q: 3 clusters Score -28711.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -28728.316406 Penalty: 596.537476
	Iteration 7Q: 3 clusters Score -28728.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -28739.482422 Penalty: 596.537476
	Iteration 8Q: 3 clusters Score -28739.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -28744.236328 Penalty: 596.537476
	Iteration 9Q: 3 clusters Score -28744.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -28749.929688 Penalty: 596.537476
	Iteration 10Q: 3 clusters Score -28749.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -28754.886719 Penalty: 596.537476
	Iteration 11Q: 3 clusters Score -28754.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -28759.324219 Penalty: 596.537476
	Iteration 12Q: 3 clusters Score -28759.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -28761.691406 Penalty: 596.537476
	Iteration 13Q: 3 clusters Score -28761.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -28763.171875 Penalty: 596.537476
	Iteration 14Q: 3 clusters Score -28763.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -28766.091797 Penalty: 596.537476
	Iteration 15Q: 3 clusters Score -28766.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -28767.218750 Penalty: 596.537476
	Iteration 16Q: 3 clusters Score -28767.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28767.808594 Penalty: 596.537476
	Iteration 17Q: 3 clusters Score -28767.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -28767.808594 Penalty: 596.537476
	Iteration 18F: 3 clusters Score -28767.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32026.462891 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -32026.46 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32449.962891 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32449.96 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32638.984375 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32638.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32757.546875 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32757.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32837.332031 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -32837.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32866.191406 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -32866.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -32876.324219 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32876.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -32876.324219 Penalty: 608.640259
	Iteration 7F: 3 clusters Score -32876.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20727 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 160160 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100862 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144942 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 736 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 67 members 
Entering Unmasked Estep 
Score: -23234606.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23234670.000000 to -23234606.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1576.177124 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1576.177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1587.859741 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -1587.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -132464.031250 Penalty: 363.755768
	Iteration 0F: 2 clusters Score -132464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -130379.703125 Penalty: 727.511536
	Iteration 0F: 3 clusters Score -130379.7 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -131183.687500 Penalty: 727.511536
	Iteration 1F: 3 clusters Score -131183.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -131349.250000 Penalty: 727.511536
	Iteration 2F: 3 clusters Score -131349.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -131492.468750 Penalty: 727.511536
	Iteration 3F: 3 clusters Score -131492.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -131611.921875 Penalty: 727.511536
	Iteration 4F: 3 clusters Score -131611.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -131735.281250 Penalty: 727.511536
	Iteration 5F: 3 clusters Score -131735.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -131859.890625 Penalty: 727.511536
	Iteration 6F: 3 clusters Score -131859.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -131952.843750 Penalty: 727.511536
	Iteration 7Q: 3 clusters Score -131952.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -131992.859375 Penalty: 727.511536
	Iteration 8Q: 3 clusters Score -131992.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -132020.046875 Penalty: 727.511536
	Iteration 9Q: 3 clusters Score -132020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -132043.171875 Penalty: 727.511536
	Iteration 10Q: 3 clusters Score -132043.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -132069.125000 Penalty: 727.511536
	Iteration 11Q: 3 clusters Score -132069.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -132095.171875 Penalty: 727.511536
	Iteration 12Q: 3 clusters Score -132095.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -132114.937500 Penalty: 727.511536
	Iteration 13Q: 3 clusters Score -132114.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -132132.953125 Penalty: 727.511536
	Iteration 14Q: 3 clusters Score -132133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -132147.078125 Penalty: 727.511536
	Iteration 15Q: 3 clusters Score -132147.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -132159.406250 Penalty: 727.511536
	Iteration 16Q: 3 clusters Score -132159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -132167.625000 Penalty: 727.511536
	Iteration 17Q: 3 clusters Score -132167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -132177.750000 Penalty: 727.511536
	Iteration 18Q: 3 clusters Score -132177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -132185.515625 Penalty: 727.511536
	Iteration 19Q: 3 clusters Score -132185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -132191.750000 Penalty: 727.511536
	Iteration 20F: 3 clusters Score -132191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -132202.187500 Penalty: 727.511536
	Iteration 21Q: 3 clusters Score -132202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -132206.828125 Penalty: 727.511536
	Iteration 22Q: 3 clusters Score -132206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -132210.203125 Penalty: 727.511536
	Iteration 23Q: 3 clusters Score -132210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -132211.437500 Penalty: 727.511536
	Iteration 24Q: 3 clusters Score -132211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -132212.609375 Penalty: 727.511536
	Iteration 25Q: 3 clusters Score -132212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -132214.234375 Penalty: 727.511536
	Iteration 26Q: 3 clusters Score -132214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -132214.796875 Penalty: 727.511536
	Iteration 27Q: 3 clusters Score -132214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -132215.500000 Penalty: 727.511536
	Iteration 28Q: 3 clusters Score -132215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -132215.687500 Penalty: 727.511536
	Iteration 29Q: 3 clusters Score -132215.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -132215.687500 Penalty: 727.511536
	Iteration 30F: 3 clusters Score -132215.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13217.656250 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13217.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13283.492188 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13283.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13301.252930 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13301.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13307.547852 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13307.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13317.260742 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13317.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13329.974609 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13329.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13339.995117 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13354.710938 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13354.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13359.820312 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13359.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13365.201172 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13370.691406 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13370.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13374.613281 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13374.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13376.583984 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -13376.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13379.745117 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -13379.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13380.781250 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -13380.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13380.984375 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -13380.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13380.984375 Penalty: 525.201111
	Iteration 16F: 3 clusters Score -13380.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -123406.578125 Penalty: 355.665314
	Iteration 0F: 2 clusters Score -123406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -121620.187500 Penalty: 711.330627
	Iteration 0F: 3 clusters Score -121620.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -122190.046875 Penalty: 711.330627
	Iteration 1F: 3 clusters Score -122190 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -122249.132812 Penalty: 711.330627
	Iteration 2F: 3 clusters Score -122249.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122306.546875 Penalty: 711.330627
	Iteration 3Q: 3 clusters Score -122306.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -122365.210938 Penalty: 711.330627
	Iteration 4Q: 3 clusters Score -122365.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -122429.671875 Penalty: 711.330627
	Iteration 5Q: 3 clusters Score -122429.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -122515.671875 Penalty: 711.330627
	Iteration 6Q: 3 clusters Score -122515.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -122617.437500 Penalty: 711.330627
	Iteration 7F: 3 clusters Score -122617.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122707.703125 Penalty: 711.330627
	Iteration 8Q: 3 clusters Score -122707.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -122779.312500 Penalty: 711.330627
	Iteration 9Q: 3 clusters Score -122779.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -122847.023438 Penalty: 711.330627
	Iteration 10Q: 3 clusters Score -122847 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122896.460938 Penalty: 711.330627
	Iteration 11Q: 3 clusters Score -122896.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -122922.515625 Penalty: 711.330627
	Iteration 12Q: 3 clusters Score -122922.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -122933.789062 Penalty: 711.330627
	Iteration 13Q: 3 clusters Score -122933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122938.851562 Penalty: 711.330627
	Iteration 14Q: 3 clusters Score -122938.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -122944.828125 Penalty: 711.330627
	Iteration 15Q: 3 clusters Score -122944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -122951.195312 Penalty: 711.330627
	Iteration 16Q: 3 clusters Score -122951.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -122957.960938 Penalty: 711.330627
	Iteration 17Q: 3 clusters Score -122958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122962.781250 Penalty: 711.330627
	Iteration 18Q: 3 clusters Score -122962.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -122965.320312 Penalty: 711.330627
	Iteration 19Q: 3 clusters Score -122965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -122966.164062 Penalty: 711.330627
	Iteration 20F: 3 clusters Score -122966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -122966.656250 Penalty: 711.330627
	Iteration 21Q: 3 clusters Score -122966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122967.156250 Penalty: 711.330627
	Iteration 22Q: 3 clusters Score -122967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122967.679688 Penalty: 711.330627
	Iteration 23Q: 3 clusters Score -122967.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -122968.570312 Penalty: 711.330627
	Iteration 24Q: 3 clusters Score -122968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -122969.640625 Penalty: 711.330627
	Iteration 25Q: 3 clusters Score -122969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122972.460938 Penalty: 711.330627
	Iteration 26Q: 3 clusters Score -122972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -122976.523438 Penalty: 711.330627
	Iteration 27Q: 3 clusters Score -122976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -122978.476562 Penalty: 711.330627
	Iteration 28Q: 3 clusters Score -122978.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122980.859375 Penalty: 711.330627
	Iteration 29Q: 3 clusters Score -122980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -122984.234375 Penalty: 711.330627
	Iteration 30Q: 3 clusters Score -122984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -122986.312500 Penalty: 711.330627
	Iteration 31Q: 3 clusters Score -122986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -122987.851562 Penalty: 711.330627
	Iteration 32Q: 3 clusters Score -122987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -122989.171875 Penalty: 711.330627
	Iteration 33Q: 3 clusters Score -122989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -122990.226562 Penalty: 711.330627
	Iteration 34Q: 3 clusters Score -122990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -122990.726562 Penalty: 711.330627
	Iteration 35Q: 3 clusters Score -122990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -122991.343750 Penalty: 711.330627
	Iteration 36Q: 3 clusters Score -122991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -122992.281250 Penalty: 711.330627
	Iteration 37Q: 3 clusters Score -122992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -122992.664062 Penalty: 711.330627
	Iteration 38Q: 3 clusters Score -122992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -122992.664062 Penalty: 711.330627
	Iteration 39F: 3 clusters Score -122992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20727 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 160160 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100862 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144942 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234698.000000 Penalty: 16169.891602
Iteration 159Q: 28 clusters Score -2.32347e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 13156 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 160132 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100861 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144868 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234688.000000 Penalty: 16169.891602
Iteration 160F: 28 clusters Score -2.323469e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 13048 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 160139 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100850 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144790 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234678.000000 Penalty: 16169.891602
Iteration 161Q: 28 clusters Score -2.323468e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 20939 members 
Mstep: Class 6 contains 12945 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2054 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 160128 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100844 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144743 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234644.000000 Penalty: 16169.891602
Iteration 162Q: 28 clusters Score -2.323464e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21000 members 
Mstep: Class 6 contains 12839 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2058 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 160130 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100830 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144686 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2972 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234640.000000 Penalty: 16169.891602
Iteration 163Q: 28 clusters Score -2.323464e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21053 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 160147 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 100818 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10582 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144641 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234704.000000 Penalty: 16169.891602
Iteration 164Q: 28 clusters Score -2.32347e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 913 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21110 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2066 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 160175 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 100796 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10673 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144616 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234734.000000 Penalty: 16169.891602
Iteration 165Q: 28 clusters Score -2.323473e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21169 members 
Mstep: Class 6 contains 12478 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 160230 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100772 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10784 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144563 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234802.000000 Penalty: 16169.891602
Iteration 166Q: 28 clusters Score -2.32348e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21222 members 
Mstep: Class 6 contains 12356 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 882 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 160248 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5829 members 
Mstep: Class 17 contains 100759 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 10903 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144525 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234798.000000 Penalty: 16169.891602
Iteration 167Q: 28 clusters Score -2.32348e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 906 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21268 members 
Mstep: Class 6 contains 12220 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2073 members 
Mstep: Class 9 contains 884 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 160284 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 100742 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11011 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144494 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2981 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234812.000000 Penalty: 16169.891602
Iteration 168Q: 28 clusters Score -2.323481e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21314 members 
Mstep: Class 6 contains 12081 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 160351 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 100720 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144440 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234872.000000 Penalty: 16169.891602
Iteration 169Q: 28 clusters Score -2.323487e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21347 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 160374 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 100704 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144407 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234894.000000 Penalty: 16169.891602
Iteration 170Q: 28 clusters Score -2.323489e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 874 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 160397 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 100689 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144354 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234930.000000 Penalty: 16169.891602
Iteration 171Q: 28 clusters Score -2.323493e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 895 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21443 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1934 members 
Mstep: Class 13 contains 160386 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100673 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144353 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234964.000000 Penalty: 16169.891602
Iteration 172Q: 28 clusters Score -2.323496e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 6 contains 11669 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 160393 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 100660 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144335 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234934.000000 Penalty: 16169.891602
Iteration 173Q: 28 clusters Score -2.323493e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21526 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 160381 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100647 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11571 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144330 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2986 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234966.000000 Penalty: 16169.891602
Iteration 174Q: 28 clusters Score -2.323497e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 11496 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 865 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 160362 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100639 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11651 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144333 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234892.000000 Penalty: 16169.891602
Iteration 175Q: 28 clusters Score -2.323489e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 11411 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 862 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 160352 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100622 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144340 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234926.000000 Penalty: 16169.891602
Iteration 176Q: 28 clusters Score -2.323493e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21614 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 160264 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100612 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11811 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144374 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2987 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234940.000000 Penalty: 16169.891602
Iteration 177Q: 28 clusters Score -2.323494e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 861 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 160186 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 100601 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11884 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144417 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2989 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234942.000000 Penalty: 16169.891602
Iteration 178Q: 28 clusters Score -2.323494e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 883 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21659 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 854 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 160094 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 100600 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144493 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234980.000000 Penalty: 16169.891602
Iteration 179Q: 28 clusters Score -2.323498e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21690 members 
Mstep: Class 6 contains 11188 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 160008 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100593 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144561 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234916.000000 Penalty: 16169.891602
Iteration 180F: 28 clusters Score -2.323492e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21713 members 
Mstep: Class 6 contains 11137 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 13 contains 159926 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100587 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12073 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144629 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234930.000000 Penalty: 16169.891602
Iteration 181Q: 28 clusters Score -2.323493e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21740 members 
Mstep: Class 6 contains 11081 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 159857 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100590 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144679 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234908.000000 Penalty: 16169.891602
Iteration 182Q: 28 clusters Score -2.323491e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21766 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 159800 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100594 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12211 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144706 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234862.000000 Penalty: 16169.891602
Iteration 183Q: 28 clusters Score -2.323486e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21781 members 
Mstep: Class 6 contains 10960 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2083 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 159756 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100596 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12290 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144727 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234896.000000 Penalty: 16169.891602
Iteration 184Q: 28 clusters Score -2.32349e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21804 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2086 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 159739 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100602 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12361 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144735 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234884.000000 Penalty: 16169.891602
Iteration 185Q: 28 clusters Score -2.323488e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21823 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 159728 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100608 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12441 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144720 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234834.000000 Penalty: 16169.891602
Iteration 186Q: 28 clusters Score -2.323483e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21832 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 159707 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100615 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12516 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144721 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234816.000000 Penalty: 16169.891602
Iteration 187Q: 28 clusters Score -2.323482e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21839 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2096 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 159671 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100617 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144731 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3000 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234820.000000 Penalty: 16169.891602
Iteration 188Q: 28 clusters Score -2.323482e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21840 members 
Mstep: Class 6 contains 10674 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2097 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 159682 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100624 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12663 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144698 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3004 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234816.000000 Penalty: 16169.891602
Iteration 189Q: 28 clusters Score -2.323482e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21853 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 159701 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100622 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12718 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144668 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3010 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234814.000000 Penalty: 16169.891602
Iteration 190Q: 28 clusters Score -2.323481e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 898 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21865 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 159696 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100623 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12773 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144663 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234822.000000 Penalty: 16169.891602
Iteration 191Q: 28 clusters Score -2.323482e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21886 members 
Mstep: Class 6 contains 10510 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1865 members 
Mstep: Class 13 contains 159668 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100626 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12819 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144671 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3014 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234832.000000 Penalty: 16169.891602
Iteration 192Q: 28 clusters Score -2.323483e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 899 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21908 members 
Mstep: Class 6 contains 10450 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159644 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100630 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12866 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144686 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3019 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234836.000000 Penalty: 16169.891602
Iteration 193Q: 28 clusters Score -2.323484e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 10404 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 159601 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100632 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12908 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144706 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3021 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234830.000000 Penalty: 16169.891602
Iteration 194Q: 28 clusters Score -2.323483e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21953 members 
Mstep: Class 6 contains 10344 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 159566 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100637 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12948 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144739 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234798.000000 Penalty: 16169.891602
Iteration 195Q: 28 clusters Score -2.32348e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 21980 members 
Mstep: Class 6 contains 10279 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 4535 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159521 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 100650 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 12987 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144758 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234842.000000 Penalty: 16169.891602
Iteration 196Q: 28 clusters Score -2.323484e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 884 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22002 members 
Mstep: Class 6 contains 10220 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159495 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100659 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13027 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144781 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234836.000000 Penalty: 16169.891602
Iteration 197Q: 28 clusters Score -2.323484e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 10161 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 159485 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100665 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13064 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144793 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234758.000000 Penalty: 16169.891602
Iteration 198Q: 28 clusters Score -2.323476e+07 nChanged 289
Entering ConstructFrom: 
Score: -23234758.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -1746920.125000 Penalty: 481.721741
	Iteration 0F: 2 clusters Score -1746920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1720293.125000 Penalty: 963.443481
	Iteration 0F: 3 clusters Score -1720293 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -1731307.875000 Penalty: 963.443481
	Iteration 1F: 3 clusters Score -1731308 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -1731779.000000 Penalty: 963.443481
	Iteration 2Q: 3 clusters Score -1731779 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -1732456.750000 Penalty: 963.443481
	Iteration 3Q: 3 clusters Score -1732457 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -1733582.625000 Penalty: 963.443481
	Iteration 4F: 3 clusters Score -1733583 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -1735339.375000 Penalty: 963.443481
	Iteration 5F: 3 clusters Score -1735339 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -1737844.625000 Penalty: 963.443481
	Iteration 6F: 3 clusters Score -1737845 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -1740742.750000 Penalty: 963.443481
	Iteration 7F: 3 clusters Score -1740743 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -1743272.250000 Penalty: 963.443481
	Iteration 8F: 3 clusters Score -1743272 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -1744978.875000 Penalty: 963.443481
	Iteration 9Q: 3 clusters Score -1744979 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -1745860.125000 Penalty: 963.443481
	Iteration 10Q: 3 clusters Score -1745860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -1746228.750000 Penalty: 963.443481
	Iteration 11Q: 3 clusters Score -1746229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -1746367.000000 Penalty: 963.443481
	Iteration 12Q: 3 clusters Score -1746367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -1746410.125000 Penalty: 963.443481
	Iteration 13Q: 3 clusters Score -1746410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -1746442.000000 Penalty: 963.443481
	Iteration 14Q: 3 clusters Score -1746442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -1746455.125000 Penalty: 963.443481
	Iteration 15Q: 3 clusters Score -1746455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -1746475.000000 Penalty: 963.443481
	Iteration 16Q: 3 clusters Score -1746475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -1746479.375000 Penalty: 963.443481
	Iteration 17Q: 3 clusters Score -1746479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -1746482.125000 Penalty: 963.443481
	Iteration 18Q: 3 clusters Score -1746482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -1746486.750000 Penalty: 963.443481
	Iteration 19Q: 3 clusters Score -1746487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -1746494.375000 Penalty: 963.443481
	Iteration 20F: 3 clusters Score -1746494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -1746495.750000 Penalty: 963.443481
	Iteration 21Q: 3 clusters Score -1746496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -1746498.000000 Penalty: 963.443481
	Iteration 22Q: 3 clusters Score -1746498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -1746498.000000 Penalty: 963.443481
	Iteration 23F: 3 clusters Score -1746498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -42192.101562 Penalty: 308.898224
	Iteration 0F: 2 clusters Score -42192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -41462.511719 Penalty: 617.796448
	Iteration 0F: 3 clusters Score -41462.51 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -41660.847656 Penalty: 617.796448
	Iteration 1F: 3 clusters Score -41660.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41701.437500 Penalty: 617.796448
	Iteration 2F: 3 clusters Score -41701.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41730.601562 Penalty: 617.796448
	Iteration 3Q: 3 clusters Score -41730.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -41751.214844 Penalty: 617.796448
	Iteration 4Q: 3 clusters Score -41751.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41765.824219 Penalty: 617.796448
	Iteration 5Q: 3 clusters Score -41765.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -41785.324219 Penalty: 617.796448
	Iteration 6Q: 3 clusters Score -41785.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -41803.613281 Penalty: 617.796448
	Iteration 7Q: 3 clusters Score -41803.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -41815.292969 Penalty: 617.796448
	Iteration 8Q: 3 clusters Score -41815.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41830.105469 Penalty: 617.796448
	Iteration 9Q: 3 clusters Score -41830.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41839.304688 Penalty: 617.796448
	Iteration 10Q: 3 clusters Score -41839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -41847.589844 Penalty: 617.796448
	Iteration 11Q: 3 clusters Score -41847.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -41857.835938 Penalty: 617.796448
	Iteration 12Q: 3 clusters Score -41857.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -41866.421875 Penalty: 617.796448
	Iteration 13Q: 3 clusters Score -41866.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -41870.457031 Penalty: 617.796448
	Iteration 14Q: 3 clusters Score -41870.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -41872.355469 Penalty: 617.796448
	Iteration 15Q: 3 clusters Score -41872.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -41874.574219 Penalty: 617.796448
	Iteration 16Q: 3 clusters Score -41874.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -41878.328125 Penalty: 617.796448
	Iteration 17Q: 3 clusters Score -41878.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -41880.250000 Penalty: 617.796448
	Iteration 18Q: 3 clusters Score -41880.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -41881.632812 Penalty: 617.796448
	Iteration 19Q: 3 clusters Score -41881.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -41882.601562 Penalty: 617.796448
	Iteration 20F: 3 clusters Score -41882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -41883.480469 Penalty: 617.796448
	Iteration 21Q: 3 clusters Score -41883.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -41883.964844 Penalty: 617.796448
	Iteration 22Q: 3 clusters Score -41883.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -41884.554688 Penalty: 617.796448
	Iteration 23Q: 3 clusters Score -41884.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -41885.492188 Penalty: 617.796448
	Iteration 24Q: 3 clusters Score -41885.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -41888.156250 Penalty: 617.796448
	Iteration 25Q: 3 clusters Score -41888.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -41891.125000 Penalty: 617.796448
	Iteration 26Q: 3 clusters Score -41891.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -41893.667969 Penalty: 617.796448
	Iteration 27Q: 3 clusters Score -41893.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -41894.691406 Penalty: 617.796448
	Iteration 28Q: 3 clusters Score -41894.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -41894.691406 Penalty: 617.796448
	Iteration 29F: 3 clusters Score -41894.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19199.113281 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19199.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18755.103516 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18755.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18859.953125 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18859.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18898.851562 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18898.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18925.144531 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -18925.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18944.570312 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18944.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18961.828125 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18961.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18974.033203 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18974.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18989.167969 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18989.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18991.876953 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -18991.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18996.046875 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -18996.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19002.207031 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -19002.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19007.091797 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -19007.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19007.470703 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -19007.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19007.470703 Penalty: 552.647095
	Iteration 13F: 3 clusters Score -19007.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9375.983398 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9375.983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9447.867188 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9447.867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9473.794922 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9473.795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9482.568359 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9482.568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9488.260742 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9488.261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9490.620117 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9490.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9493.398438 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9493.398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9494.088867 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9494.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9495.920898 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9495.921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9496.687500 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9496.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9497.002930 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -9497.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9497.002930 Penalty: 497.593475
	Iteration 11F: 3 clusters Score -9497.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Entering Unmasked Estep 
Score: -1059095.125000 Penalty: 454.999054
	Iteration 0F: 2 clusters Score -1059095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1044399.750000 Penalty: 909.998108
	Iteration 0F: 3 clusters Score -1044400 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1051117.250000 Penalty: 909.998108
	Iteration 1F: 3 clusters Score -1051117 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1052051.625000 Penalty: 909.998108
	Iteration 2F: 3 clusters Score -1052052 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1053359.500000 Penalty: 909.998108
	Iteration 3F: 3 clusters Score -1053360 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1054804.000000 Penalty: 909.998108
	Iteration 4F: 3 clusters Score -1054804 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1056028.375000 Penalty: 909.998108
	Iteration 5F: 3 clusters Score -1056028 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1056787.125000 Penalty: 909.998108
	Iteration 6Q: 3 clusters Score -1056787 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1057159.375000 Penalty: 909.998108
	Iteration 7Q: 3 clusters Score -1057159 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1057388.000000 Penalty: 909.998108
	Iteration 8Q: 3 clusters Score -1057388 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1057545.500000 Penalty: 909.998108
	Iteration 9Q: 3 clusters Score -1057546 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1057686.625000 Penalty: 909.998108
	Iteration 10Q: 3 clusters Score -1057687 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1057826.125000 Penalty: 909.998108
	Iteration 11Q: 3 clusters Score -1057826 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1057965.625000 Penalty: 909.998108
	Iteration 12Q: 3 clusters Score -1057966 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1058099.375000 Penalty: 909.998108
	Iteration 13Q: 3 clusters Score -1058099 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1058241.250000 Penalty: 909.998108
	Iteration 14Q: 3 clusters Score -1058241 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1058372.375000 Penalty: 909.998108
	Iteration 15Q: 3 clusters Score -1058372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1058462.000000 Penalty: 909.998108
	Iteration 16Q: 3 clusters Score -1058462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1058553.625000 Penalty: 909.998108
	Iteration 17Q: 3 clusters Score -1058554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1058629.750000 Penalty: 909.998108
	Iteration 18Q: 3 clusters Score -1058630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1058686.875000 Penalty: 909.998108
	Iteration 19Q: 3 clusters Score -1058687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1058754.250000 Penalty: 909.998108
	Iteration 20F: 3 clusters Score -1058754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1058798.250000 Penalty: 909.998108
	Iteration 21Q: 3 clusters Score -1058798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1058823.375000 Penalty: 909.998108
	Iteration 22Q: 3 clusters Score -1058823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1058850.750000 Penalty: 909.998108
	Iteration 23Q: 3 clusters Score -1058851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1058868.250000 Penalty: 909.998108
	Iteration 24Q: 3 clusters Score -1058868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1058879.625000 Penalty: 909.998108
	Iteration 25Q: 3 clusters Score -1058880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1058883.875000 Penalty: 909.998108
	Iteration 26Q: 3 clusters Score -1058884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1058886.250000 Penalty: 909.998108
	Iteration 27Q: 3 clusters Score -1058886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1058891.750000 Penalty: 909.998108
	Iteration 28Q: 3 clusters Score -1058892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1058897.500000 Penalty: 909.998108
	Iteration 29Q: 3 clusters Score -1058898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1058904.250000 Penalty: 909.998108
	Iteration 30Q: 3 clusters Score -1058904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1058907.875000 Penalty: 909.998108
	Iteration 31Q: 3 clusters Score -1058908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1058911.625000 Penalty: 909.998108
	Iteration 32Q: 3 clusters Score -1058912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1058913.875000 Penalty: 909.998108
	Iteration 33Q: 3 clusters Score -1058914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1058917.125000 Penalty: 909.998108
	Iteration 34Q: 3 clusters Score -1058917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1058919.750000 Penalty: 909.998108
	Iteration 35Q: 3 clusters Score -1058920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1058920.000000 Penalty: 909.998108
	Iteration 36Q: 3 clusters Score -1058920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1058923.250000 Penalty: 909.998108
	Iteration 37Q: 3 clusters Score -1058923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1058928.000000 Penalty: 909.998108
	Iteration 38Q: 3 clusters Score -1058928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1058927.375000 Penalty: 909.998108
	Iteration 39Q: 3 clusters Score -1058927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1058928.375000 Penalty: 909.998108
	Iteration 40F: 3 clusters Score -1058928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1058929.125000 Penalty: 909.998108
	Iteration 41Q: 3 clusters Score -1058929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1058928.375000 Penalty: 909.998108
	Iteration 42Q: 3 clusters Score -1058928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1058929.500000 Penalty: 909.998108
	Iteration 43Q: 3 clusters Score -1058930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1058929.625000 Penalty: 909.998108
	Iteration 44Q: 3 clusters Score -1058930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1058930.375000 Penalty: 909.998108
	Iteration 45Q: 3 clusters Score -1058930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1058930.250000 Penalty: 909.998108
	Iteration 46Q: 3 clusters Score -1058930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1058930.250000 Penalty: 909.998108
	Iteration 47F: 3 clusters Score -1058930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -496189.375000 Penalty: 419.500671
	Iteration 0F: 2 clusters Score -496189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -489432.093750 Penalty: 839.001343
	Iteration 0F: 3 clusters Score -489432.1 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -492186.250000 Penalty: 839.001343
	Iteration 1F: 3 clusters Score -492186.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -492414.218750 Penalty: 839.001343
	Iteration 2F: 3 clusters Score -492414.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -492725.281250 Penalty: 839.001343
	Iteration 3F: 3 clusters Score -492725.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -493232.906250 Penalty: 839.001343
	Iteration 4F: 3 clusters Score -493232.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -493912.437500 Penalty: 839.001343
	Iteration 5F: 3 clusters Score -493912.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -494650.125000 Penalty: 839.001343
	Iteration 6F: 3 clusters Score -494650.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -495223.187500 Penalty: 839.001343
	Iteration 7F: 3 clusters Score -495223.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -495562.906250 Penalty: 839.001343
	Iteration 8Q: 3 clusters Score -495562.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -495708.312500 Penalty: 839.001343
	Iteration 9Q: 3 clusters Score -495708.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -495776.156250 Penalty: 839.001343
	Iteration 10Q: 3 clusters Score -495776.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -495804.000000 Penalty: 839.001343
	Iteration 11Q: 3 clusters Score -495804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -495816.937500 Penalty: 839.001343
	Iteration 12Q: 3 clusters Score -495816.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -495829.125000 Penalty: 839.001343
	Iteration 13Q: 3 clusters Score -495829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -495837.031250 Penalty: 839.001343
	Iteration 14Q: 3 clusters Score -495837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -495843.812500 Penalty: 839.001343
	Iteration 15Q: 3 clusters Score -495843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -495846.531250 Penalty: 839.001343
	Iteration 16Q: 3 clusters Score -495846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -495848.000000 Penalty: 839.001343
	Iteration 17Q: 3 clusters Score -495848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -495849.312500 Penalty: 839.001343
	Iteration 18Q: 3 clusters Score -495849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -495849.312500 Penalty: 839.001343
	Iteration 19F: 3 clusters Score -495849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -108344.859375 Penalty: 351.822815
	Iteration 0F: 2 clusters Score -108344.9 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 1160 members 
Entering Unmasked Estep 
Score: -106728.843750 Penalty: 703.645630
	Iteration 0F: 3 clusters Score -106728.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -107300.757812 Penalty: 703.645630
	Iteration 1F: 3 clusters Score -107300.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -107391.101562 Penalty: 703.645630
	Iteration 2F: 3 clusters Score -107391.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -107482.898438 Penalty: 703.645630
	Iteration 3F: 3 clusters Score -107482.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -107581.359375 Penalty: 703.645630
	Iteration 4Q: 3 clusters Score -107581.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -107659.250000 Penalty: 703.645630
	Iteration 5Q: 3 clusters Score -107659.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -107718.867188 Penalty: 703.645630
	Iteration 6Q: 3 clusters Score -107718.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -107756.812500 Penalty: 703.645630
	Iteration 7Q: 3 clusters Score -107756.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -107788.976562 Penalty: 703.645630
	Iteration 8Q: 3 clusters Score -107789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -107804.578125 Penalty: 703.645630
	Iteration 9Q: 3 clusters Score -107804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -107814.937500 Penalty: 703.645630
	Iteration 10Q: 3 clusters Score -107814.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -107822.164062 Penalty: 703.645630
	Iteration 11Q: 3 clusters Score -107822.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -107829.867188 Penalty: 703.645630
	Iteration 12Q: 3 clusters Score -107829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -107840.335938 Penalty: 703.645630
	Iteration 13Q: 3 clusters Score -107840.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -107854.093750 Penalty: 703.645630
	Iteration 14Q: 3 clusters Score -107854.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -107881.632812 Penalty: 703.645630
	Iteration 15Q: 3 clusters Score -107881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -107910.078125 Penalty: 703.645630
	Iteration 16Q: 3 clusters Score -107910.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -107945.023438 Penalty: 703.645630
	Iteration 17Q: 3 clusters Score -107945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -107974.164062 Penalty: 703.645630
	Iteration 18Q: 3 clusters Score -107974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -107994.281250 Penalty: 703.645630
	Iteration 19Q: 3 clusters Score -107994.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -108006.906250 Penalty: 703.645630
	Iteration 20F: 3 clusters Score -108006.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -108013.726562 Penalty: 703.645630
	Iteration 21Q: 3 clusters Score -108013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -108018.578125 Penalty: 703.645630
	Iteration 22Q: 3 clusters Score -108018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -108023.492188 Penalty: 703.645630
	Iteration 23Q: 3 clusters Score -108023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -108028.031250 Penalty: 703.645630
	Iteration 24Q: 3 clusters Score -108028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -108033.906250 Penalty: 703.645630
	Iteration 25Q: 3 clusters Score -108033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -108040.898438 Penalty: 703.645630
	Iteration 26Q: 3 clusters Score -108040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -108046.750000 Penalty: 703.645630
	Iteration 27Q: 3 clusters Score -108046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -108051.554688 Penalty: 703.645630
	Iteration 28Q: 3 clusters Score -108051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -108052.406250 Penalty: 703.645630
	Iteration 29Q: 3 clusters Score -108052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -108054.203125 Penalty: 703.645630
	Iteration 30Q: 3 clusters Score -108054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -108054.203125 Penalty: 703.645630
	Iteration 31F: 3 clusters Score -108054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -106222.132812 Penalty: 348.535187
	Iteration 0F: 2 clusters Score -106222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -104680.546875 Penalty: 697.070374
	Iteration 0F: 3 clusters Score -104680.5 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -105180.796875 Penalty: 697.070374
	Iteration 1F: 3 clusters Score -105180.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -105263.773438 Penalty: 697.070374
	Iteration 2F: 3 clusters Score -105263.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -105346.078125 Penalty: 697.070374
	Iteration 3F: 3 clusters Score -105346.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -105420.054688 Penalty: 697.070374
	Iteration 4F: 3 clusters Score -105420.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -105483.562500 Penalty: 697.070374
	Iteration 5Q: 3 clusters Score -105483.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -105568.851562 Penalty: 697.070374
	Iteration 6F: 3 clusters Score -105568.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -105648.906250 Penalty: 697.070374
	Iteration 7Q: 3 clusters Score -105648.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -105714.921875 Penalty: 697.070374
	Iteration 8Q: 3 clusters Score -105714.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -105756.070312 Penalty: 697.070374
	Iteration 9Q: 3 clusters Score -105756.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -105786.453125 Penalty: 697.070374
	Iteration 10Q: 3 clusters Score -105786.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -105814.265625 Penalty: 697.070374
	Iteration 11Q: 3 clusters Score -105814.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -105831.664062 Penalty: 697.070374
	Iteration 12Q: 3 clusters Score -105831.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -105849.484375 Penalty: 697.070374
	Iteration 13Q: 3 clusters Score -105849.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -105870.250000 Penalty: 697.070374
	Iteration 14Q: 3 clusters Score -105870.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -105881.929688 Penalty: 697.070374
	Iteration 15Q: 3 clusters Score -105881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -105893.601562 Penalty: 697.070374
	Iteration 16Q: 3 clusters Score -105893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -105899.406250 Penalty: 697.070374
	Iteration 17Q: 3 clusters Score -105899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -105910.640625 Penalty: 697.070374
	Iteration 18Q: 3 clusters Score -105910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -105917.585938 Penalty: 697.070374
	Iteration 19Q: 3 clusters Score -105917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -105920.046875 Penalty: 697.070374
	Iteration 20F: 3 clusters Score -105920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -105921.960938 Penalty: 697.070374
	Iteration 21Q: 3 clusters Score -105922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -105922.039062 Penalty: 697.070374
	Iteration 22Q: 3 clusters Score -105922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -105922.039062 Penalty: 697.070374
	Iteration 23F: 3 clusters Score -105922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -44821.136719 Penalty: 306.961761
	Iteration 0F: 2 clusters Score -44821.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44105.003906 Penalty: 613.923523
	Iteration 0F: 3 clusters Score -44105 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -44309.601562 Penalty: 613.923523
	Iteration 1F: 3 clusters Score -44309.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44337.449219 Penalty: 613.923523
	Iteration 2F: 3 clusters Score -44337.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44350.699219 Penalty: 613.923523
	Iteration 3Q: 3 clusters Score -44350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44354.988281 Penalty: 613.923523
	Iteration 4Q: 3 clusters Score -44354.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44358.636719 Penalty: 613.923523
	Iteration 5Q: 3 clusters Score -44358.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44363.312500 Penalty: 613.923523
	Iteration 6Q: 3 clusters Score -44363.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44367.871094 Penalty: 613.923523
	Iteration 7Q: 3 clusters Score -44367.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44374.886719 Penalty: 613.923523
	Iteration 8Q: 3 clusters Score -44374.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -44382.550781 Penalty: 613.923523
	Iteration 9Q: 3 clusters Score -44382.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44387.902344 Penalty: 613.923523
	Iteration 10Q: 3 clusters Score -44387.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44392.546875 Penalty: 613.923523
	Iteration 11Q: 3 clusters Score -44392.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44397.941406 Penalty: 613.923523
	Iteration 12Q: 3 clusters Score -44397.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -44407.406250 Penalty: 613.923523
	Iteration 13Q: 3 clusters Score -44407.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44416.074219 Penalty: 613.923523
	Iteration 14Q: 3 clusters Score -44416.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -44421.429688 Penalty: 613.923523
	Iteration 15Q: 3 clusters Score -44421.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -44427.550781 Penalty: 613.923523
	Iteration 16Q: 3 clusters Score -44427.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44432.125000 Penalty: 613.923523
	Iteration 17Q: 3 clusters Score -44432.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -44436.585938 Penalty: 613.923523
	Iteration 18Q: 3 clusters Score -44436.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -44441.421875 Penalty: 613.923523
	Iteration 19Q: 3 clusters Score -44441.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -44446.445312 Penalty: 613.923523
	Iteration 20F: 3 clusters Score -44446.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44457.714844 Penalty: 613.923523
	Iteration 21Q: 3 clusters Score -44457.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -44472.761719 Penalty: 613.923523
	Iteration 22Q: 3 clusters Score -44472.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -44488.699219 Penalty: 613.923523
	Iteration 23Q: 3 clusters Score -44488.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44498.539062 Penalty: 613.923523
	Iteration 24Q: 3 clusters Score -44498.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44504.339844 Penalty: 613.923523
	Iteration 25Q: 3 clusters Score -44504.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -44510.246094 Penalty: 613.923523
	Iteration 26Q: 3 clusters Score -44510.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44515.191406 Penalty: 613.923523
	Iteration 27Q: 3 clusters Score -44515.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44520.531250 Penalty: 613.923523
	Iteration 28Q: 3 clusters Score -44520.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -44523.070312 Penalty: 613.923523
	Iteration 29Q: 3 clusters Score -44523.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -44525.652344 Penalty: 613.923523
	Iteration 30Q: 3 clusters Score -44525.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -44526.800781 Penalty: 613.923523
	Iteration 31Q: 3 clusters Score -44526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -44527.707031 Penalty: 613.923523
	Iteration 32Q: 3 clusters Score -44527.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -44528.156250 Penalty: 613.923523
	Iteration 33Q: 3 clusters Score -44528.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -44528.156250 Penalty: 613.923523
	Iteration 34F: 3 clusters Score -44528.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Entering Unmasked Estep 
Score: -194694.375000 Penalty: 382.920044
	Iteration 0F: 2 clusters Score -194694.4 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 2272 members 
Entering Unmasked Estep 
Score: -191630.875000 Penalty: 765.840088
	Iteration 0F: 3 clusters Score -191630.9 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -192718.078125 Penalty: 765.840088
	Iteration 1F: 3 clusters Score -192718.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -192811.750000 Penalty: 765.840088
	Iteration 2F: 3 clusters Score -192811.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -192911.031250 Penalty: 765.840088
	Iteration 3Q: 3 clusters Score -192911 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -193018.734375 Penalty: 765.840088
	Iteration 4F: 3 clusters Score -193018.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -193141.453125 Penalty: 765.840088
	Iteration 5Q: 3 clusters Score -193141.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -193296.093750 Penalty: 765.840088
	Iteration 6Q: 3 clusters Score -193296.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -193452.562500 Penalty: 765.840088
	Iteration 7F: 3 clusters Score -193452.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -193549.796875 Penalty: 765.840088
	Iteration 8Q: 3 clusters Score -193549.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -193595.671875 Penalty: 765.840088
	Iteration 9Q: 3 clusters Score -193595.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -193607.312500 Penalty: 765.840088
	Iteration 10Q: 3 clusters Score -193607.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -193612.578125 Penalty: 765.840088
	Iteration 11Q: 3 clusters Score -193612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -193618.046875 Penalty: 765.840088
	Iteration 12Q: 3 clusters Score -193618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -193620.546875 Penalty: 765.840088
	Iteration 13Q: 3 clusters Score -193620.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -193622.437500 Penalty: 765.840088
	Iteration 14Q: 3 clusters Score -193622.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -193624.218750 Penalty: 765.840088
	Iteration 15Q: 3 clusters Score -193624.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -193627.156250 Penalty: 765.840088
	Iteration 16Q: 3 clusters Score -193627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -193629.218750 Penalty: 765.840088
	Iteration 17Q: 3 clusters Score -193629.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -193630.921875 Penalty: 765.840088
	Iteration 18Q: 3 clusters Score -193630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -193632.453125 Penalty: 765.840088
	Iteration 19Q: 3 clusters Score -193632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -193634.125000 Penalty: 765.840088
	Iteration 20F: 3 clusters Score -193634.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -193635.656250 Penalty: 765.840088
	Iteration 21Q: 3 clusters Score -193635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -193636.828125 Penalty: 765.840088
	Iteration 22Q: 3 clusters Score -193636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -193639.046875 Penalty: 765.840088
	Iteration 23Q: 3 clusters Score -193639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -193639.937500 Penalty: 765.840088
	Iteration 24Q: 3 clusters Score -193639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -193640.359375 Penalty: 765.840088
	Iteration 25Q: 3 clusters Score -193640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -193640.359375 Penalty: 765.840088
	Iteration 26F: 3 clusters Score -193640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -16867.035156 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -16867.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16457.095703 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -16457.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16556.429688 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -16556.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16581.470703 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -16581.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16598.322266 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -16598.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16602.771484 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -16602.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16604.894531 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -16604.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16610.658203 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -16610.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16615.363281 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -16615.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16617.101562 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -16617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16619.671875 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -16619.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16623.835938 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -16623.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16629.896484 Penalty: 543.847900
	Iteration 11Q: 3 clusters Score -16629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16637.564453 Penalty: 543.847900
	Iteration 12Q: 3 clusters Score -16637.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16639.496094 Penalty: 543.847900
	Iteration 13Q: 3 clusters Score -16639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16640.539062 Penalty: 543.847900
	Iteration 14Q: 3 clusters Score -16640.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16641.505859 Penalty: 543.847900
	Iteration 15Q: 3 clusters Score -16641.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16642.712891 Penalty: 543.847900
	Iteration 16Q: 3 clusters Score -16642.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16642.712891 Penalty: 543.847900
	Iteration 17F: 3 clusters Score -16642.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -90069.062500 Penalty: 342.636841
	Iteration 0F: 2 clusters Score -90069.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -88706.898438 Penalty: 685.273682
	Iteration 0F: 3 clusters Score -88706.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -89160.531250 Penalty: 685.273682
	Iteration 1F: 3 clusters Score -89160.53 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -89229.109375 Penalty: 685.273682
	Iteration 2F: 3 clusters Score -89229.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89267.843750 Penalty: 685.273682
	Iteration 3Q: 3 clusters Score -89267.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89305.828125 Penalty: 685.273682
	Iteration 4Q: 3 clusters Score -89305.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89347.507812 Penalty: 685.273682
	Iteration 5Q: 3 clusters Score -89347.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89389.648438 Penalty: 685.273682
	Iteration 6Q: 3 clusters Score -89389.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89439.062500 Penalty: 685.273682
	Iteration 7Q: 3 clusters Score -89439.06 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89499.773438 Penalty: 685.273682
	Iteration 8Q: 3 clusters Score -89499.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89557.976562 Penalty: 685.273682
	Iteration 9Q: 3 clusters Score -89557.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89608.328125 Penalty: 685.273682
	Iteration 10Q: 3 clusters Score -89608.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89668.250000 Penalty: 685.273682
	Iteration 11Q: 3 clusters Score -89668.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -89706.617188 Penalty: 685.273682
	Iteration 12Q: 3 clusters Score -89706.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -89737.125000 Penalty: 685.273682
	Iteration 13Q: 3 clusters Score -89737.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -89754.375000 Penalty: 685.273682
	Iteration 14Q: 3 clusters Score -89754.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -89768.609375 Penalty: 685.273682
	Iteration 15Q: 3 clusters Score -89768.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -89775.054688 Penalty: 685.273682
	Iteration 16Q: 3 clusters Score -89775.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -89779.710938 Penalty: 685.273682
	Iteration 17Q: 3 clusters Score -89779.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -89783.835938 Penalty: 685.273682
	Iteration 18Q: 3 clusters Score -89783.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -89787.429688 Penalty: 685.273682
	Iteration 19Q: 3 clusters Score -89787.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -89787.984375 Penalty: 685.273682
	Iteration 20F: 3 clusters Score -89787.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Entering Unmasked Estep 
Score: -7369981.000000 Penalty: 545.074585
	Iteration 0F: 2 clusters Score -7369981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -7264128.500000 Penalty: 1090.149170
	Iteration 0F: 3 clusters Score -7264128 nChanged 78467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -7311971.500000 Penalty: 1090.149170
	Iteration 1F: 3 clusters Score -7311972 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 72756 members 
Entering Unmasked Estep 
Score: -7313297.000000 Penalty: 1090.149170
	Iteration 2Q: 3 clusters Score -7313297 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -7315472.000000 Penalty: 1090.149170
	Iteration 3Q: 3 clusters Score -7315472 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -7319051.000000 Penalty: 1090.149170
	Iteration 4Q: 3 clusters Score -7319051 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -7325312.000000 Penalty: 1090.149170
	Iteration 5F: 3 clusters Score -7325312 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7335357.000000 Penalty: 1090.149170
	Iteration 6F: 3 clusters Score -7335357 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7347706.500000 Penalty: 1090.149170
	Iteration 7F: 3 clusters Score -7347706 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141447 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -7357779.500000 Penalty: 1090.149170
	Iteration 8F: 3 clusters Score -7357780 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -7363558.500000 Penalty: 1090.149170
	Iteration 9Q: 3 clusters Score -7363558 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7366435.000000 Penalty: 1090.149170
	Iteration 10Q: 3 clusters Score -7366435 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154405 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7367792.000000 Penalty: 1090.149170
	Iteration 11Q: 3 clusters Score -7367792 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7368550.500000 Penalty: 1090.149170
	Iteration 12Q: 3 clusters Score -7368550 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7368998.000000 Penalty: 1090.149170
	Iteration 13Q: 3 clusters Score -7368998 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7369306.500000 Penalty: 1090.149170
	Iteration 14Q: 3 clusters Score -7369306 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7369427.500000 Penalty: 1090.149170
	Iteration 15Q: 3 clusters Score -7369428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7369525.500000 Penalty: 1090.149170
	Iteration 16Q: 3 clusters Score -7369526 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7369551.000000 Penalty: 1090.149170
	Iteration 17Q: 3 clusters Score -7369551 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7369571.000000 Penalty: 1090.149170
	Iteration 18Q: 3 clusters Score -7369571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7369591.500000 Penalty: 1090.149170
	Iteration 19Q: 3 clusters Score -7369592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158634 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7369618.000000 Penalty: 1090.149170
	Iteration 20F: 3 clusters Score -7369618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7369633.500000 Penalty: 1090.149170
	Iteration 21Q: 3 clusters Score -7369634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7369643.000000 Penalty: 1090.149170
	Iteration 22Q: 3 clusters Score -7369643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7369664.000000 Penalty: 1090.149170
	Iteration 23Q: 3 clusters Score -7369664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158805 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7369658.500000 Penalty: 1090.149170
	Iteration 24Q: 3 clusters Score -7369658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7369653.000000 Penalty: 1090.149170
	Iteration 25Q: 3 clusters Score -7369653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7369663.000000 Penalty: 1090.149170
	Iteration 26Q: 3 clusters Score -7369663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158862 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7369662.000000 Penalty: 1090.149170
	Iteration 27Q: 3 clusters Score -7369662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158870 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7369666.500000 Penalty: 1090.149170
	Iteration 28Q: 3 clusters Score -7369666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7369669.000000 Penalty: 1090.149170
	Iteration 29Q: 3 clusters Score -7369669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158892 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7369670.500000 Penalty: 1090.149170
	Iteration 30Q: 3 clusters Score -7369670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158897 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7369669.500000 Penalty: 1090.149170
	Iteration 31Q: 3 clusters Score -7369670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158902 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7369672.000000 Penalty: 1090.149170
	Iteration 32Q: 3 clusters Score -7369672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158905 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7369676.000000 Penalty: 1090.149170
	Iteration 33Q: 3 clusters Score -7369676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158912 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7369669.500000 Penalty: 1090.149170
	Iteration 34Q: 3 clusters Score -7369670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158921 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7369666.500000 Penalty: 1090.149170
	Iteration 35Q: 3 clusters Score -7369666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7369664.000000 Penalty: 1090.149170
	Iteration 36Q: 3 clusters Score -7369664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7369663.500000 Penalty: 1090.149170
	Iteration 37Q: 3 clusters Score -7369664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7369662.000000 Penalty: 1090.149170
	Iteration 38Q: 3 clusters Score -7369662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7369666.500000 Penalty: 1090.149170
	Iteration 39Q: 3 clusters Score -7369666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158936 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7369667.000000 Penalty: 1090.149170
	Iteration 40F: 3 clusters Score -7369667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7369680.500000 Penalty: 1090.149170
	Iteration 41Q: 3 clusters Score -7369680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7369680.000000 Penalty: 1090.149170
	Iteration 42Q: 3 clusters Score -7369680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158952 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7369691.500000 Penalty: 1090.149170
	Iteration 43Q: 3 clusters Score -7369692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158958 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7369687.000000 Penalty: 1090.149170
	Iteration 44Q: 3 clusters Score -7369687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7369687.000000 Penalty: 1090.149170
	Iteration 45Q: 3 clusters Score -7369687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7369689.500000 Penalty: 1090.149170
	Iteration 46Q: 3 clusters Score -7369690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158960 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7369687.500000 Penalty: 1090.149170
	Iteration 47Q: 3 clusters Score -7369688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158960 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7369687.500000 Penalty: 1090.149170
	Iteration 48F: 3 clusters Score -7369688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -99752.968750 Penalty: 352.731232
	Iteration 0F: 2 clusters Score -99752.97 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 1119 members 
Entering Unmasked Estep 
Score: -98139.023438 Penalty: 705.462463
	Iteration 0F: 3 clusters Score -98139.02 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -98732.632812 Penalty: 705.462463
	Iteration 1F: 3 clusters Score -98732.63 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98906.812500 Penalty: 705.462463
	Iteration 2F: 3 clusters Score -98906.81 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99067.414062 Penalty: 705.462463
	Iteration 3F: 3 clusters Score -99067.41 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99215.554688 Penalty: 705.462463
	Iteration 4F: 3 clusters Score -99215.55 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -99318.296875 Penalty: 705.462463
	Iteration 5Q: 3 clusters Score -99318.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99396.296875 Penalty: 705.462463
	Iteration 6Q: 3 clusters Score -99396.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -99448.609375 Penalty: 705.462463
	Iteration 7Q: 3 clusters Score -99448.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -99489.984375 Penalty: 705.462463
	Iteration 8Q: 3 clusters Score -99489.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -99511.929688 Penalty: 705.462463
	Iteration 9Q: 3 clusters Score -99511.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -99528.179688 Penalty: 705.462463
	Iteration 10Q: 3 clusters Score -99528.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -99537.351562 Penalty: 705.462463
	Iteration 11Q: 3 clusters Score -99537.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -99541.609375 Penalty: 705.462463
	Iteration 12Q: 3 clusters Score -99541.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -99547.164062 Penalty: 705.462463
	Iteration 13Q: 3 clusters Score -99547.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -99551.000000 Penalty: 705.462463
	Iteration 14Q: 3 clusters Score -99551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -99552.406250 Penalty: 705.462463
	Iteration 15Q: 3 clusters Score -99552.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -99552.890625 Penalty: 705.462463
	Iteration 16Q: 3 clusters Score -99552.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -99553.031250 Penalty: 705.462463
	Iteration 17Q: 3 clusters Score -99553.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -99553.031250 Penalty: 705.462463
	Iteration 18F: 3 clusters Score -99553.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -11010.969727 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -11010.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10677.077148 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -10677.08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10807.822266 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -10807.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10850.915039 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -10850.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10870.287109 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -10870.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10888.339844 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -10888.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10899.301758 Penalty: 519.648865
	Iteration 5Q: 3 clusters Score -10899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10901.744141 Penalty: 519.648865
	Iteration 6Q: 3 clusters Score -10901.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10903.956055 Penalty: 519.648865
	Iteration 7Q: 3 clusters Score -10903.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10904.768555 Penalty: 519.648865
	Iteration 8Q: 3 clusters Score -10904.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10904.768555 Penalty: 519.648865
	Iteration 9F: 3 clusters Score -10904.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -261294.609375 Penalty: 394.566925
	Iteration 0F: 2 clusters Score -261294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -257424.656250 Penalty: 789.133850
	Iteration 0F: 3 clusters Score -257424.7 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -259098.156250 Penalty: 789.133850
	Iteration 1F: 3 clusters Score -259098.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -259475.343750 Penalty: 789.133850
	Iteration 2F: 3 clusters Score -259475.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -259784.203125 Penalty: 789.133850
	Iteration 3F: 3 clusters Score -259784.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -260026.906250 Penalty: 789.133850
	Iteration 4F: 3 clusters Score -260026.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -260174.515625 Penalty: 789.133850
	Iteration 5Q: 3 clusters Score -260174.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -260281.078125 Penalty: 789.133850
	Iteration 6Q: 3 clusters Score -260281.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -260368.593750 Penalty: 789.133850
	Iteration 7Q: 3 clusters Score -260368.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -260443.312500 Penalty: 789.133850
	Iteration 8Q: 3 clusters Score -260443.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -260514.234375 Penalty: 789.133850
	Iteration 9Q: 3 clusters Score -260514.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -260574.140625 Penalty: 789.133850
	Iteration 10Q: 3 clusters Score -260574.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -260619.609375 Penalty: 789.133850
	Iteration 11Q: 3 clusters Score -260619.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -260675.984375 Penalty: 789.133850
	Iteration 12Q: 3 clusters Score -260676 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -260741.406250 Penalty: 789.133850
	Iteration 13Q: 3 clusters Score -260741.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -260795.921875 Penalty: 789.133850
	Iteration 14Q: 3 clusters Score -260795.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -260831.375000 Penalty: 789.133850
	Iteration 15Q: 3 clusters Score -260831.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -260868.046875 Penalty: 789.133850
	Iteration 16Q: 3 clusters Score -260868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -260894.046875 Penalty: 789.133850
	Iteration 17Q: 3 clusters Score -260894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260917.000000 Penalty: 789.133850
	Iteration 18Q: 3 clusters Score -260917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260945.312500 Penalty: 789.133850
	Iteration 19Q: 3 clusters Score -260945.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260969.390625 Penalty: 789.133850
	Iteration 20F: 3 clusters Score -260969.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260992.656250 Penalty: 789.133850
	Iteration 21Q: 3 clusters Score -260992.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261013.750000 Penalty: 789.133850
	Iteration 22Q: 3 clusters Score -261013.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -261028.875000 Penalty: 789.133850
	Iteration 23Q: 3 clusters Score -261028.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -261042.250000 Penalty: 789.133850
	Iteration 24Q: 3 clusters Score -261042.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -261049.484375 Penalty: 789.133850
	Iteration 25Q: 3 clusters Score -261049.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -261053.937500 Penalty: 789.133850
	Iteration 26Q: 3 clusters Score -261053.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -261059.734375 Penalty: 789.133850
	Iteration 27Q: 3 clusters Score -261059.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -261064.187500 Penalty: 789.133850
	Iteration 28Q: 3 clusters Score -261064.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -261067.687500 Penalty: 789.133850
	Iteration 29Q: 3 clusters Score -261067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -261073.703125 Penalty: 789.133850
	Iteration 30Q: 3 clusters Score -261073.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -261077.296875 Penalty: 789.133850
	Iteration 31Q: 3 clusters Score -261077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -261080.578125 Penalty: 789.133850
	Iteration 32Q: 3 clusters Score -261080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -261084.593750 Penalty: 789.133850
	Iteration 33Q: 3 clusters Score -261084.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -261087.453125 Penalty: 789.133850
	Iteration 34Q: 3 clusters Score -261087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -261088.937500 Penalty: 789.133850
	Iteration 35Q: 3 clusters Score -261088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -261089.468750 Penalty: 789.133850
	Iteration 36Q: 3 clusters Score -261089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -261091.484375 Penalty: 789.133850
	Iteration 37Q: 3 clusters Score -261091.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -261093.671875 Penalty: 789.133850
	Iteration 38Q: 3 clusters Score -261093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -261096.875000 Penalty: 789.133850
	Iteration 39Q: 3 clusters Score -261096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -261097.296875 Penalty: 789.133850
	Iteration 40F: 3 clusters Score -261097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261098.156250 Penalty: 789.133850
	Iteration 41Q: 3 clusters Score -261098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -261098.156250 Penalty: 789.133850
	Iteration 42F: 3 clusters Score -261098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Entering Unmasked Estep 
Score: -4724292.000000 Penalty: 524.142395
	Iteration 0F: 2 clusters Score -4724292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -4656862.000000 Penalty: 1048.284790
	Iteration 0F: 3 clusters Score -4656862 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -4686159.500000 Penalty: 1048.284790
	Iteration 1F: 3 clusters Score -4686160 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -4687241.500000 Penalty: 1048.284790
	Iteration 2Q: 3 clusters Score -4687242 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -4688734.000000 Penalty: 1048.284790
	Iteration 3Q: 3 clusters Score -4688734 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -4690655.500000 Penalty: 1048.284790
	Iteration 4Q: 3 clusters Score -4690656 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -4692966.500000 Penalty: 1048.284790
	Iteration 5F: 3 clusters Score -4692966 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -4695466.500000 Penalty: 1048.284790
	Iteration 6F: 3 clusters Score -4695466 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -4698058.500000 Penalty: 1048.284790
	Iteration 7F: 3 clusters Score -4698058 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -4700706.500000 Penalty: 1048.284790
	Iteration 8F: 3 clusters Score -4700706 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -4703465.000000 Penalty: 1048.284790
	Iteration 9F: 3 clusters Score -4703465 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -4706596.500000 Penalty: 1048.284790
	Iteration 10F: 3 clusters Score -4706596 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -4709804.000000 Penalty: 1048.284790
	Iteration 11Q: 3 clusters Score -4709804 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -4712834.000000 Penalty: 1048.284790
	Iteration 12Q: 3 clusters Score -4712834 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -4715823.000000 Penalty: 1048.284790
	Iteration 13Q: 3 clusters Score -4715823 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -4718862.000000 Penalty: 1048.284790
	Iteration 14Q: 3 clusters Score -4718862 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -4721531.500000 Penalty: 1048.284790
	Iteration 15Q: 3 clusters Score -4721532 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -4723175.000000 Penalty: 1048.284790
	Iteration 16Q: 3 clusters Score -4723175 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -4723882.000000 Penalty: 1048.284790
	Iteration 17Q: 3 clusters Score -4723882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -4723961.500000 Penalty: 1048.284790
	Iteration 18Q: 3 clusters Score -4723962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -4723982.500000 Penalty: 1048.284790
	Iteration 19Q: 3 clusters Score -4723982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -4723984.500000 Penalty: 1048.284790
	Iteration 20F: 3 clusters Score -4723984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -4723990.000000 Penalty: 1048.284790
	Iteration 21Q: 3 clusters Score -4723990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -4723989.000000 Penalty: 1048.284790
	Iteration 22Q: 3 clusters Score -4723989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -4723991.000000 Penalty: 1048.284790
	Iteration 23Q: 3 clusters Score -4723991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -4723994.000000 Penalty: 1048.284790
	Iteration 24Q: 3 clusters Score -4723994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -4724002.500000 Penalty: 1048.284790
	Iteration 25Q: 3 clusters Score -4724002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -4724000.500000 Penalty: 1048.284790
	Iteration 26Q: 3 clusters Score -4724000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 100124 members 
Entering Unmasked Estep 
Score: -4724001.000000 Penalty: 1048.284790
	Iteration 27Q: 3 clusters Score -4724001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -4723999.000000 Penalty: 1048.284790
	Iteration 28Q: 3 clusters Score -4723999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 100118 members 
Entering Unmasked Estep 
Score: -4723996.500000 Penalty: 1048.284790
	Iteration 29Q: 3 clusters Score -4723996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -4723999.000000 Penalty: 1048.284790
	Iteration 30Q: 3 clusters Score -4723999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -4724002.000000 Penalty: 1048.284790
	Iteration 31Q: 3 clusters Score -4724002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -4724010.000000 Penalty: 1048.284790
	Iteration 32Q: 3 clusters Score -4724010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -4724010.000000 Penalty: 1048.284790
	Iteration 33F: 3 clusters Score -4724010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5339.034668 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5339.035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5381.041504 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5381.042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5390.599121 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5390.599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5396.278809 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5396.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5399.372070 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5399.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5399.915039 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5399.915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5399.915039 Penalty: 448.380096
	Iteration 6F: 3 clusters Score -5399.915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Entering Unmasked Estep 
Score: -655129.312500 Penalty: 431.370605
	Iteration 0F: 2 clusters Score -655129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -646411.125000 Penalty: 862.741211
	Iteration 0F: 3 clusters Score -646411.1 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -650105.312500 Penalty: 862.741211
	Iteration 1F: 3 clusters Score -650105.3 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -650812.125000 Penalty: 862.741211
	Iteration 2F: 3 clusters Score -650812.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -651908.625000 Penalty: 862.741211
	Iteration 3F: 3 clusters Score -651908.6 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -653048.375000 Penalty: 862.741211
	Iteration 4F: 3 clusters Score -653048.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -653842.000000 Penalty: 862.741211
	Iteration 5F: 3 clusters Score -653842 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -654216.750000 Penalty: 862.741211
	Iteration 6Q: 3 clusters Score -654216.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -654377.562500 Penalty: 862.741211
	Iteration 7Q: 3 clusters Score -654377.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -654485.875000 Penalty: 862.741211
	Iteration 8Q: 3 clusters Score -654485.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -654567.187500 Penalty: 862.741211
	Iteration 9Q: 3 clusters Score -654567.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -654624.687500 Penalty: 862.741211
	Iteration 10Q: 3 clusters Score -654624.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -654675.625000 Penalty: 862.741211
	Iteration 11Q: 3 clusters Score -654675.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -654711.875000 Penalty: 862.741211
	Iteration 12Q: 3 clusters Score -654711.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -654744.687500 Penalty: 862.741211
	Iteration 13Q: 3 clusters Score -654744.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -654770.687500 Penalty: 862.741211
	Iteration 14Q: 3 clusters Score -654770.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -654793.375000 Penalty: 862.741211
	Iteration 15Q: 3 clusters Score -654793.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -654807.875000 Penalty: 862.741211
	Iteration 16Q: 3 clusters Score -654807.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -654821.375000 Penalty: 862.741211
	Iteration 17Q: 3 clusters Score -654821.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -654829.312500 Penalty: 862.741211
	Iteration 18Q: 3 clusters Score -654829.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -654836.937500 Penalty: 862.741211
	Iteration 19Q: 3 clusters Score -654836.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -654845.812500 Penalty: 862.741211
	Iteration 20F: 3 clusters Score -654845.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -654857.500000 Penalty: 862.741211
	Iteration 21Q: 3 clusters Score -654857.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -654868.625000 Penalty: 862.741211
	Iteration 22Q: 3 clusters Score -654868.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -654881.312500 Penalty: 862.741211
	Iteration 23Q: 3 clusters Score -654881.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -654889.125000 Penalty: 862.741211
	Iteration 24Q: 3 clusters Score -654889.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -654891.312500 Penalty: 862.741211
	Iteration 25Q: 3 clusters Score -654891.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -654894.375000 Penalty: 862.741211
	Iteration 26Q: 3 clusters Score -654894.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -654896.562500 Penalty: 862.741211
	Iteration 27Q: 3 clusters Score -654896.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -654899.125000 Penalty: 862.741211
	Iteration 28Q: 3 clusters Score -654899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -654901.875000 Penalty: 862.741211
	Iteration 29Q: 3 clusters Score -654901.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -654903.625000 Penalty: 862.741211
	Iteration 30Q: 3 clusters Score -654903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -654908.375000 Penalty: 862.741211
	Iteration 31Q: 3 clusters Score -654908.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -654910.062500 Penalty: 862.741211
	Iteration 32Q: 3 clusters Score -654910.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -654911.375000 Penalty: 862.741211
	Iteration 33Q: 3 clusters Score -654911.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -654913.750000 Penalty: 862.741211
	Iteration 34Q: 3 clusters Score -654913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -654914.687500 Penalty: 862.741211
	Iteration 35Q: 3 clusters Score -654914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -654916.625000 Penalty: 862.741211
	Iteration 36Q: 3 clusters Score -654916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -654917.937500 Penalty: 862.741211
	Iteration 37Q: 3 clusters Score -654917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -654920.500000 Penalty: 862.741211
	Iteration 38Q: 3 clusters Score -654920.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -654921.687500 Penalty: 862.741211
	Iteration 39Q: 3 clusters Score -654921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -654922.125000 Penalty: 862.741211
	Iteration 40F: 3 clusters Score -654922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -654925.062500 Penalty: 862.741211
	Iteration 41Q: 3 clusters Score -654925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -654924.750000 Penalty: 862.741211
	Iteration 42Q: 3 clusters Score -654924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -654927.625000 Penalty: 862.741211
	Iteration 43Q: 3 clusters Score -654927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -654927.937500 Penalty: 862.741211
	Iteration 44Q: 3 clusters Score -654927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -654926.812500 Penalty: 862.741211
	Iteration 45Q: 3 clusters Score -654926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -654927.750000 Penalty: 862.741211
	Iteration 46Q: 3 clusters Score -654927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -654929.187500 Penalty: 862.741211
	Iteration 47Q: 3 clusters Score -654929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -654929.062500 Penalty: 862.741211
	Iteration 48Q: 3 clusters Score -654929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -654927.625000 Penalty: 862.741211
	Iteration 49Q: 3 clusters Score -654927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -654927.625000 Penalty: 862.741211
	Iteration 50F: 3 clusters Score -654927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33153.000000 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33153 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33376.082031 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33376.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33419.003906 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33446.144531 Penalty: 612.414001
	Iteration 3Q: 3 clusters Score -33446.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33474.726562 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33474.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33500.042969 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33500.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33523.421875 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33523.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33549.074219 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33549.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33563.578125 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33563.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33572.402344 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33581.277344 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33581.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33594.675781 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33594.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33603.707031 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33603.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33607.105469 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33607.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33609.027344 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33609.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33611.285156 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -33611.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33612.910156 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -33612.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33613.886719 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -33613.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33613.886719 Penalty: 612.414001
	Iteration 18F: 3 clusters Score -33613.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (144818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144818 members 
Entering Unmasked Estep 
Score: -6767527.500000 Penalty: 540.687134
	Iteration 0F: 2 clusters Score -6767528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -6669838.500000 Penalty: 1081.374268
	Iteration 0F: 3 clusters Score -6669838 nChanged 71164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -6712379.000000 Penalty: 1081.374268
	Iteration 1F: 3 clusters Score -6712379 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -6714306.500000 Penalty: 1081.374268
	Iteration 2Q: 3 clusters Score -6714306 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -6717702.000000 Penalty: 1081.374268
	Iteration 3Q: 3 clusters Score -6717702 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -6723456.500000 Penalty: 1081.374268
	Iteration 4F: 3 clusters Score -6723456 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -6732404.500000 Penalty: 1081.374268
	Iteration 5F: 3 clusters Score -6732404 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -6742297.500000 Penalty: 1081.374268
	Iteration 6F: 3 clusters Score -6742298 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 122518 members 
Entering Unmasked Estep 
Score: -6750050.500000 Penalty: 1081.374268
	Iteration 7F: 3 clusters Score -6750050 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -6754499.000000 Penalty: 1081.374268
	Iteration 8Q: 3 clusters Score -6754499 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -6757670.000000 Penalty: 1081.374268
	Iteration 9Q: 3 clusters Score -6757670 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -6760097.000000 Penalty: 1081.374268
	Iteration 10Q: 3 clusters Score -6760097 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -6762018.000000 Penalty: 1081.374268
	Iteration 11Q: 3 clusters Score -6762018 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 140067 members 
Entering Unmasked Estep 
Score: -6763644.500000 Penalty: 1081.374268
	Iteration 12Q: 3 clusters Score -6763644 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 141703 members 
Entering Unmasked Estep 
Score: -6764912.500000 Penalty: 1081.374268
	Iteration 13Q: 3 clusters Score -6764912 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 142862 members 
Entering Unmasked Estep 
Score: -6765799.500000 Penalty: 1081.374268
	Iteration 14Q: 3 clusters Score -6765800 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -6766357.500000 Penalty: 1081.374268
	Iteration 15Q: 3 clusters Score -6766358 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -6766643.000000 Penalty: 1081.374268
	Iteration 16Q: 3 clusters Score -6766643 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -6766815.500000 Penalty: 1081.374268
	Iteration 17Q: 3 clusters Score -6766816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 144498 members 
Entering Unmasked Estep 
Score: -6766888.500000 Penalty: 1081.374268
	Iteration 18Q: 3 clusters Score -6766888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144572 members 
Entering Unmasked Estep 
Score: -6766939.000000 Penalty: 1081.374268
	Iteration 19Q: 3 clusters Score -6766939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144614 members 
Entering Unmasked Estep 
Score: -6766965.000000 Penalty: 1081.374268
	Iteration 20F: 3 clusters Score -6766965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -6766994.500000 Penalty: 1081.374268
	Iteration 21Q: 3 clusters Score -6766994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 144663 members 
Entering Unmasked Estep 
Score: -6767018.500000 Penalty: 1081.374268
	Iteration 22Q: 3 clusters Score -6767018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -6767030.500000 Penalty: 1081.374268
	Iteration 23Q: 3 clusters Score -6767030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144674 members 
Entering Unmasked Estep 
Score: -6767035.500000 Penalty: 1081.374268
	Iteration 24Q: 3 clusters Score -6767036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -6767040.000000 Penalty: 1081.374268
	Iteration 25Q: 3 clusters Score -6767040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -6767039.000000 Penalty: 1081.374268
	Iteration 26Q: 3 clusters Score -6767039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 144683 members 
Entering Unmasked Estep 
Score: -6767040.000000 Penalty: 1081.374268
	Iteration 27Q: 3 clusters Score -6767040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -6767042.500000 Penalty: 1081.374268
	Iteration 28Q: 3 clusters Score -6767042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -6767047.500000 Penalty: 1081.374268
	Iteration 29Q: 3 clusters Score -6767048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144690 members 
Entering Unmasked Estep 
Score: -6767048.000000 Penalty: 1081.374268
	Iteration 30Q: 3 clusters Score -6767048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -6767049.500000 Penalty: 1081.374268
	Iteration 31Q: 3 clusters Score -6767050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -6767055.500000 Penalty: 1081.374268
	Iteration 32Q: 3 clusters Score -6767056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144697 members 
Entering Unmasked Estep 
Score: -6767055.000000 Penalty: 1081.374268
	Iteration 33Q: 3 clusters Score -6767055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144701 members 
Entering Unmasked Estep 
Score: -6767062.500000 Penalty: 1081.374268
	Iteration 34Q: 3 clusters Score -6767062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144705 members 
Entering Unmasked Estep 
Score: -6767068.000000 Penalty: 1081.374268
	Iteration 35Q: 3 clusters Score -6767068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -6767066.500000 Penalty: 1081.374268
	Iteration 36Q: 3 clusters Score -6767066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -6767070.500000 Penalty: 1081.374268
	Iteration 37Q: 3 clusters Score -6767070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -6767068.000000 Penalty: 1081.374268
	Iteration 38Q: 3 clusters Score -6767068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -6767071.000000 Penalty: 1081.374268
	Iteration 39Q: 3 clusters Score -6767071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -6767074.000000 Penalty: 1081.374268
	Iteration 40F: 3 clusters Score -6767074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -6767075.500000 Penalty: 1081.374268
	Iteration 41Q: 3 clusters Score -6767076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -6767074.000000 Penalty: 1081.374268
	Iteration 42Q: 3 clusters Score -6767074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144715 members 
Entering Unmasked Estep 
Score: -6767079.500000 Penalty: 1081.374268
	Iteration 43Q: 3 clusters Score -6767080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -6767077.500000 Penalty: 1081.374268
	Iteration 44Q: 3 clusters Score -6767078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -6767080.000000 Penalty: 1081.374268
	Iteration 45Q: 3 clusters Score -6767080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -6767080.000000 Penalty: 1081.374268
	Iteration 46F: 3 clusters Score -6767080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -29110.306641 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -29110.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28496.445312 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -28496.45 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28704.267578 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -28704.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28790.357422 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -28790.36 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28860.798828 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -28860.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28892.839844 Penalty: 596.796021
	Iteration 4F: 3 clusters Score -28892.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28913.613281 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -28913.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28936.318359 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -28936.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28953.691406 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -28953.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28962.162109 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -28962.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28968.152344 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -28968.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28973.183594 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -28973.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28981.958984 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -28981.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28983.904297 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -28983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28983.904297 Penalty: 596.796021
	Iteration 13F: 3 clusters Score -28983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -31981.121094 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -31981.12 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32142.457031 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32142.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -32167.431641 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32167.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -32195.978516 Penalty: 608.640259
	Iteration 3Q: 3 clusters Score -32195.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32223.789062 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -32223.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -32328.927734 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -32328.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -32473.554688 Penalty: 608.640259
	Iteration 6F: 3 clusters Score -32473.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -32648.398438 Penalty: 608.640259
	Iteration 7F: 3 clusters Score -32648.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -32754.455078 Penalty: 608.640259
	Iteration 8F: 3 clusters Score -32754.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -32806.589844 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32806.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -32841.128906 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32841.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -32851.324219 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -32851.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32854.042969 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -32854.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32855.339844 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -32855.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -32857.136719 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -32857.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -32859.914062 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -32859.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -32863.085938 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -32863.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -32866.175781 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -32866.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -32868.910156 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -32868.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -32868.910156 Penalty: 608.640259
	Iteration 19F: 3 clusters Score -32868.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159478 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100671 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144818 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 68 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -23234704.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23234758.000000 to -23234704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1569.864380 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1569.864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1594.590210 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -1594.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1610.592896 Penalty: 359.563171
	Iteration 2F: 3 clusters Score -1610.593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -135578.828125 Penalty: 364.772461
	Iteration 0F: 2 clusters Score -135578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -133468.625000 Penalty: 729.544922
	Iteration 0F: 3 clusters Score -133468.6 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -134213.968750 Penalty: 729.544922
	Iteration 1F: 3 clusters Score -134214 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134326.375000 Penalty: 729.544922
	Iteration 2F: 3 clusters Score -134326.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -134421.437500 Penalty: 729.544922
	Iteration 3F: 3 clusters Score -134421.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -134518.921875 Penalty: 729.544922
	Iteration 4F: 3 clusters Score -134518.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -134588.562500 Penalty: 729.544922
	Iteration 5Q: 3 clusters Score -134588.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -134643.656250 Penalty: 729.544922
	Iteration 6Q: 3 clusters Score -134643.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -134699.218750 Penalty: 729.544922
	Iteration 7Q: 3 clusters Score -134699.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -134737.187500 Penalty: 729.544922
	Iteration 8Q: 3 clusters Score -134737.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -134784.812500 Penalty: 729.544922
	Iteration 9Q: 3 clusters Score -134784.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -134828.593750 Penalty: 729.544922
	Iteration 10Q: 3 clusters Score -134828.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -134865.796875 Penalty: 729.544922
	Iteration 11Q: 3 clusters Score -134865.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -134892.375000 Penalty: 729.544922
	Iteration 12Q: 3 clusters Score -134892.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -134913.734375 Penalty: 729.544922
	Iteration 13Q: 3 clusters Score -134913.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -134929.812500 Penalty: 729.544922
	Iteration 14Q: 3 clusters Score -134929.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -134941.203125 Penalty: 729.544922
	Iteration 15Q: 3 clusters Score -134941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -134948.062500 Penalty: 729.544922
	Iteration 16Q: 3 clusters Score -134948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -134953.640625 Penalty: 729.544922
	Iteration 17Q: 3 clusters Score -134953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -134959.906250 Penalty: 729.544922
	Iteration 18Q: 3 clusters Score -134959.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -134966.734375 Penalty: 729.544922
	Iteration 19Q: 3 clusters Score -134966.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -134973.046875 Penalty: 729.544922
	Iteration 20F: 3 clusters Score -134973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -134980.218750 Penalty: 729.544922
	Iteration 21Q: 3 clusters Score -134980.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -134985.437500 Penalty: 729.544922
	Iteration 22Q: 3 clusters Score -134985.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -134990.453125 Penalty: 729.544922
	Iteration 23Q: 3 clusters Score -134990.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -134993.718750 Penalty: 729.544922
	Iteration 24Q: 3 clusters Score -134993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -134998.906250 Penalty: 729.544922
	Iteration 25Q: 3 clusters Score -134998.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -135009.296875 Penalty: 729.544922
	Iteration 26Q: 3 clusters Score -135009.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -135021.265625 Penalty: 729.544922
	Iteration 27Q: 3 clusters Score -135021.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -135030.843750 Penalty: 729.544922
	Iteration 28Q: 3 clusters Score -135030.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -135041.187500 Penalty: 729.544922
	Iteration 29Q: 3 clusters Score -135041.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -135052.640625 Penalty: 729.544922
	Iteration 30Q: 3 clusters Score -135052.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -135065.500000 Penalty: 729.544922
	Iteration 31Q: 3 clusters Score -135065.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -135083.718750 Penalty: 729.544922
	Iteration 32Q: 3 clusters Score -135083.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -135097.515625 Penalty: 729.544922
	Iteration 33Q: 3 clusters Score -135097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -135109.656250 Penalty: 729.544922
	Iteration 34Q: 3 clusters Score -135109.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -135119.968750 Penalty: 729.544922
	Iteration 35Q: 3 clusters Score -135120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -135131.421875 Penalty: 729.544922
	Iteration 36Q: 3 clusters Score -135131.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -135139.609375 Penalty: 729.544922
	Iteration 37Q: 3 clusters Score -135139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -135152.140625 Penalty: 729.544922
	Iteration 38Q: 3 clusters Score -135152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -135161.343750 Penalty: 729.544922
	Iteration 39Q: 3 clusters Score -135161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -135165.218750 Penalty: 729.544922
	Iteration 40F: 3 clusters Score -135165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -135172.171875 Penalty: 729.544922
	Iteration 41Q: 3 clusters Score -135172.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -135187.015625 Penalty: 729.544922
	Iteration 42Q: 3 clusters Score -135187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -135197.093750 Penalty: 729.544922
	Iteration 43Q: 3 clusters Score -135197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -135203.718750 Penalty: 729.544922
	Iteration 44Q: 3 clusters Score -135203.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -135207.437500 Penalty: 729.544922
	Iteration 45Q: 3 clusters Score -135207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -135213.593750 Penalty: 729.544922
	Iteration 46Q: 3 clusters Score -135213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -135225.484375 Penalty: 729.544922
	Iteration 47Q: 3 clusters Score -135225.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -135246.359375 Penalty: 729.544922
	Iteration 48Q: 3 clusters Score -135246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -135267.875000 Penalty: 729.544922
	Iteration 49Q: 3 clusters Score -135267.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -135280.906250 Penalty: 729.544922
	Iteration 50Q: 3 clusters Score -135280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -135291.515625 Penalty: 729.544922
	Iteration 51Q: 3 clusters Score -135291.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -135305.203125 Penalty: 729.544922
	Iteration 52Q: 3 clusters Score -135305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -135316.218750 Penalty: 729.544922
	Iteration 53Q: 3 clusters Score -135316.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -135325.843750 Penalty: 729.544922
	Iteration 54Q: 3 clusters Score -135325.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -135332.593750 Penalty: 729.544922
	Iteration 55Q: 3 clusters Score -135332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -135339.875000 Penalty: 729.544922
	Iteration 56Q: 3 clusters Score -135339.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -135344.078125 Penalty: 729.544922
	Iteration 57Q: 3 clusters Score -135344.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -135354.078125 Penalty: 729.544922
	Iteration 58Q: 3 clusters Score -135354.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -135358.562500 Penalty: 729.544922
	Iteration 59Q: 3 clusters Score -135358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -135363.343750 Penalty: 729.544922
	Iteration 60F: 3 clusters Score -135363.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -135369.296875 Penalty: 729.544922
	Iteration 61Q: 3 clusters Score -135369.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -135376.671875 Penalty: 729.544922
	Iteration 62Q: 3 clusters Score -135376.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -135384.671875 Penalty: 729.544922
	Iteration 63Q: 3 clusters Score -135384.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -135389.250000 Penalty: 729.544922
	Iteration 64Q: 3 clusters Score -135389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -135392.046875 Penalty: 729.544922
	Iteration 65Q: 3 clusters Score -135392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -135396.937500 Penalty: 729.544922
	Iteration 66Q: 3 clusters Score -135396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -135402.640625 Penalty: 729.544922
	Iteration 67Q: 3 clusters Score -135402.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -135406.312500 Penalty: 729.544922
	Iteration 68Q: 3 clusters Score -135406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -135408.640625 Penalty: 729.544922
	Iteration 69Q: 3 clusters Score -135408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -135409.531250 Penalty: 729.544922
	Iteration 70Q: 3 clusters Score -135409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -135410.796875 Penalty: 729.544922
	Iteration 71Q: 3 clusters Score -135410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -135411.609375 Penalty: 729.544922
	Iteration 72Q: 3 clusters Score -135411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -135412.171875 Penalty: 729.544922
	Iteration 73Q: 3 clusters Score -135412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -135412.421875 Penalty: 729.544922
	Iteration 74Q: 3 clusters Score -135412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -135412.890625 Penalty: 729.544922
	Iteration 75Q: 3 clusters Score -135412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -135413.593750 Penalty: 729.544922
	Iteration 76Q: 3 clusters Score -135413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -135414.156250 Penalty: 729.544922
	Iteration 77Q: 3 clusters Score -135414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -135414.687500 Penalty: 729.544922
	Iteration 78Q: 3 clusters Score -135414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -135414.984375 Penalty: 729.544922
	Iteration 79Q: 3 clusters Score -135415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -135416.734375 Penalty: 729.544922
	Iteration 80F: 3 clusters Score -135416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -135417.765625 Penalty: 729.544922
	Iteration 81Q: 3 clusters Score -135417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -135417.968750 Penalty: 729.544922
	Iteration 82Q: 3 clusters Score -135418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -135418.328125 Penalty: 729.544922
	Iteration 83Q: 3 clusters Score -135418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -135418.953125 Penalty: 729.544922
	Iteration 84Q: 3 clusters Score -135419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -135420.265625 Penalty: 729.544922
	Iteration 85Q: 3 clusters Score -135420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -135421.609375 Penalty: 729.544922
	Iteration 86Q: 3 clusters Score -135421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -135421.765625 Penalty: 729.544922
	Iteration 87Q: 3 clusters Score -135421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -135422.343750 Penalty: 729.544922
	Iteration 88Q: 3 clusters Score -135422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -135422.843750 Penalty: 729.544922
	Iteration 89Q: 3 clusters Score -135422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -135423.671875 Penalty: 729.544922
	Iteration 90Q: 3 clusters Score -135423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -135424.562500 Penalty: 729.544922
	Iteration 91Q: 3 clusters Score -135424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -135424.812500 Penalty: 729.544922
	Iteration 92Q: 3 clusters Score -135424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -135424.812500 Penalty: 729.544922
	Iteration 93F: 3 clusters Score -135424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13224.204102 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13224.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13317.166016 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13317.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13330.072266 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13330.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13346.154297 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13346.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13354.197266 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13368.546875 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13368.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13379.023438 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13379.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13384.729492 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13384.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13391.554688 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13391.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13395.280273 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13395.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13399.353516 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13399.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13413.058594 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13413.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13450.294922 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -13450.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13513.126953 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -13513.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13578.683594 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -13578.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13615.610352 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -13615.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13639.350586 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -13639.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13652.916992 Penalty: 525.201111
	Iteration 17Q: 3 clusters Score -13652.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13665.700195 Penalty: 525.201111
	Iteration 18Q: 3 clusters Score -13665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13687.417969 Penalty: 525.201111
	Iteration 19Q: 3 clusters Score -13687.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13708.143555 Penalty: 525.201111
	Iteration 20F: 3 clusters Score -13708.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13743.726562 Penalty: 525.201111
	Iteration 21Q: 3 clusters Score -13743.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13808.550781 Penalty: 525.201111
	Iteration 22Q: 3 clusters Score -13808.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13827.375977 Penalty: 525.201111
	Iteration 23Q: 3 clusters Score -13827.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13827.375977 Penalty: 525.201111
	Iteration 24F: 3 clusters Score -13827.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159478 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100671 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144818 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 127 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 194 members 
Entering Unmasked Estep 
Score: -23234696.000000 Penalty: 16768.777344
Splitting cluster 26 changes total score from -23234758.000000 to -23234696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -129468.234375 Penalty: 357.900970
	Iteration 0F: 2 clusters Score -129468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127637.898438 Penalty: 715.801941
	Iteration 0F: 3 clusters Score -127637.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -128299.093750 Penalty: 715.801941
	Iteration 1F: 3 clusters Score -128299.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -128435.203125 Penalty: 715.801941
	Iteration 2F: 3 clusters Score -128435.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -128579.882812 Penalty: 715.801941
	Iteration 3F: 3 clusters Score -128579.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128756.031250 Penalty: 715.801941
	Iteration 4F: 3 clusters Score -128756 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128919.984375 Penalty: 715.801941
	Iteration 5F: 3 clusters Score -128920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -129043.664062 Penalty: 715.801941
	Iteration 6Q: 3 clusters Score -129043.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -129130.984375 Penalty: 715.801941
	Iteration 7Q: 3 clusters Score -129131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -129170.218750 Penalty: 715.801941
	Iteration 8Q: 3 clusters Score -129170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129186.421875 Penalty: 715.801941
	Iteration 9Q: 3 clusters Score -129186.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -129198.382812 Penalty: 715.801941
	Iteration 10Q: 3 clusters Score -129198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -129204.398438 Penalty: 715.801941
	Iteration 11Q: 3 clusters Score -129204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -129207.093750 Penalty: 715.801941
	Iteration 12Q: 3 clusters Score -129207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -129209.867188 Penalty: 715.801941
	Iteration 13Q: 3 clusters Score -129209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -129211.304688 Penalty: 715.801941
	Iteration 14Q: 3 clusters Score -129211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -129212.632812 Penalty: 715.801941
	Iteration 15Q: 3 clusters Score -129212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -129213.062500 Penalty: 715.801941
	Iteration 16Q: 3 clusters Score -129213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -129213.062500 Penalty: 715.801941
	Iteration 17F: 3 clusters Score -129213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 159478 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100671 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144818 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234804.000000 Penalty: 16169.891602
Iteration 199Q: 28 clusters Score -2.32348e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22050 members 
Mstep: Class 6 contains 10043 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2124 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 159466 members 
Mstep: Class 14 contains 2329 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100675 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13154 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144812 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234738.000000 Penalty: 16169.891602
Iteration 200F: 28 clusters Score -2.323474e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22076 members 
Mstep: Class 6 contains 10000 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 159426 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100680 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144831 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234722.000000 Penalty: 16169.891602
Iteration 201Q: 28 clusters Score -2.323472e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22101 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 159391 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100685 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144830 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234716.000000 Penalty: 16169.891602
Iteration 202Q: 28 clusters Score -2.323472e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22110 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4501 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1858 members 
Mstep: Class 13 contains 159363 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100691 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13300 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144844 members 
Mstep: Class 22 contains 705 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234744.000000 Penalty: 16169.891602
Iteration 203Q: 28 clusters Score -2.323474e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22113 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 159333 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100702 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13344 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144885 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234782.000000 Penalty: 16169.891602
Iteration 204Q: 28 clusters Score -2.323478e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22116 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2133 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 159313 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100714 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13381 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144925 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234746.000000 Penalty: 16169.891602
Iteration 205Q: 28 clusters Score -2.323475e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 9724 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 159267 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100718 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 144988 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234780.000000 Penalty: 16169.891602
Iteration 206Q: 28 clusters Score -2.323478e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22099 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 159228 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100723 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145057 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234752.000000 Penalty: 16169.891602
Iteration 207Q: 28 clusters Score -2.323475e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22083 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 159197 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100726 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145121 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234704.000000 Penalty: 16169.891602
Iteration 208Q: 28 clusters Score -2.32347e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22085 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 394 members 
Mstep: Class 12 contains 1843 members 
Mstep: Class 13 contains 159150 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100735 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13513 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145173 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234704.000000 Penalty: 16169.891602
Iteration 209Q: 28 clusters Score -2.32347e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22090 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 159096 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100744 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13548 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145216 members 
Mstep: Class 22 contains 700 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234718.000000 Penalty: 16169.891602
Iteration 210Q: 28 clusters Score -2.323472e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22097 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 159050 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100754 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13588 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145247 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234736.000000 Penalty: 16169.891602
Iteration 211Q: 28 clusters Score -2.323474e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22101 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1837 members 
Mstep: Class 13 contains 159030 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100762 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13626 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145262 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234750.000000 Penalty: 16169.891602
Iteration 212Q: 28 clusters Score -2.323475e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22107 members 
Mstep: Class 6 contains 9419 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 159021 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100769 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13655 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145283 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3059 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234746.000000 Penalty: 16169.891602
Iteration 213Q: 28 clusters Score -2.323475e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22110 members 
Mstep: Class 6 contains 9381 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 159020 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100779 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13681 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145293 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234698.000000 Penalty: 16169.891602
Iteration 214Q: 28 clusters Score -2.32347e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22108 members 
Mstep: Class 6 contains 9357 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2110 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 158996 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100787 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13714 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145307 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3059 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234704.000000 Penalty: 16169.891602
Iteration 215Q: 28 clusters Score -2.32347e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 9333 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2108 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 158967 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5844 members 
Mstep: Class 17 contains 100786 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13755 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145316 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234652.000000 Penalty: 16169.891602
Iteration 216Q: 28 clusters Score -2.323465e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22116 members 
Mstep: Class 6 contains 9309 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 158933 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 100791 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13800 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145328 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234676.000000 Penalty: 16169.891602
Iteration 217Q: 28 clusters Score -2.323468e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22121 members 
Mstep: Class 6 contains 9279 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 158882 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 100795 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13842 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145355 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234744.000000 Penalty: 16169.891602
Iteration 218Q: 28 clusters Score -2.323474e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22130 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 158838 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100802 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13888 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145376 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234724.000000 Penalty: 16169.891602
Iteration 219Q: 28 clusters Score -2.323472e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22139 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 158797 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100805 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13938 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145392 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234758.000000 Penalty: 16169.891602
Iteration 220F: 28 clusters Score -2.323476e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22146 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 158774 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100809 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 13979 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145406 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234760.000000 Penalty: 16169.891602
Iteration 221Q: 28 clusters Score -2.323476e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22148 members 
Mstep: Class 6 contains 9113 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 849 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 158771 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100816 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14019 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145408 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234752.000000 Penalty: 16169.891602
Iteration 222Q: 28 clusters Score -2.323475e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22134 members 
Mstep: Class 6 contains 9065 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 158799 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100817 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14056 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145414 members 
Mstep: Class 22 contains 696 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234784.000000 Penalty: 16169.891602
Iteration 223Q: 28 clusters Score -2.323478e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1008 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4444 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 158792 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100822 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14098 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145425 members 
Mstep: Class 22 contains 694 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234798.000000 Penalty: 16169.891602
Iteration 224Q: 28 clusters Score -2.32348e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22118 members 
Mstep: Class 6 contains 8954 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 158801 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100830 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14140 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145436 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234786.000000 Penalty: 16169.891602
Iteration 225Q: 28 clusters Score -2.323479e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22099 members 
Mstep: Class 6 contains 8902 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2112 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 158787 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100834 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14172 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145460 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234750.000000 Penalty: 16169.891602
Iteration 226Q: 28 clusters Score -2.323475e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22081 members 
Mstep: Class 6 contains 8850 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 847 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 158787 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 100832 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14206 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145494 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234806.000000 Penalty: 16169.891602
Iteration 227Q: 28 clusters Score -2.323481e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 846 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 158779 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 100831 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14240 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145545 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234796.000000 Penalty: 16169.891602
Iteration 228Q: 28 clusters Score -2.32348e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22042 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 158768 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 100835 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145574 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234904.000000 Penalty: 16169.891602
Iteration 229Q: 28 clusters Score -2.32349e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22037 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2116 members 
Mstep: Class 9 contains 844 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 158769 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 5842 members 
Mstep: Class 17 contains 100841 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14346 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145576 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234888.000000 Penalty: 16169.891602
Iteration 230Q: 28 clusters Score -2.323489e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22033 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 158760 members 
Mstep: Class 14 contains 2342 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100843 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145590 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234818.000000 Penalty: 16169.891602
Iteration 231Q: 28 clusters Score -2.323482e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22035 members 
Mstep: Class 6 contains 8558 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2119 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 158742 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100842 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14449 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145605 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3070 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234852.000000 Penalty: 16169.891602
Iteration 232Q: 28 clusters Score -2.323485e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22047 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2121 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 158703 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100851 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145637 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3070 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234806.000000 Penalty: 16169.891602
Iteration 233Q: 28 clusters Score -2.323481e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22058 members 
Mstep: Class 6 contains 8419 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 158662 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100852 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14535 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145704 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234852.000000 Penalty: 16169.891602
Iteration 234Q: 28 clusters Score -2.323485e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22063 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2128 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 158629 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100858 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145761 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234910.000000 Penalty: 16169.891602
Iteration 235Q: 28 clusters Score -2.323491e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22069 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 158622 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100856 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14629 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145811 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3065 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234944.000000 Penalty: 16169.891602
Iteration 236Q: 28 clusters Score -2.323494e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22064 members 
Mstep: Class 6 contains 8161 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 158635 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100860 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145860 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234930.000000 Penalty: 16169.891602
Iteration 237Q: 28 clusters Score -2.323493e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22069 members 
Mstep: Class 6 contains 8083 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 158607 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100865 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14734 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145906 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234984.000000 Penalty: 16169.891602
Iteration 238Q: 28 clusters Score -2.323498e+07 nChanged 477
Entering ConstructFrom: 
Score: -23234984.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (39009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Entering Unmasked Estep 
Score: -1719440.250000 Penalty: 481.005402
	Iteration 0F: 2 clusters Score -1719440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1693423.000000 Penalty: 962.010803
	Iteration 0F: 3 clusters Score -1693423 nChanged 18778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1704519.125000 Penalty: 962.010803
	Iteration 1F: 3 clusters Score -1704519 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1705222.125000 Penalty: 962.010803
	Iteration 2Q: 3 clusters Score -1705222 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1706343.750000 Penalty: 962.010803
	Iteration 3F: 3 clusters Score -1706344 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1708077.625000 Penalty: 962.010803
	Iteration 4F: 3 clusters Score -1708078 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1710558.750000 Penalty: 962.010803
	Iteration 5F: 3 clusters Score -1710559 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1713681.500000 Penalty: 962.010803
	Iteration 6F: 3 clusters Score -1713682 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1716584.750000 Penalty: 962.010803
	Iteration 7F: 3 clusters Score -1716585 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1718308.625000 Penalty: 962.010803
	Iteration 8Q: 3 clusters Score -1718309 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1718863.625000 Penalty: 962.010803
	Iteration 9Q: 3 clusters Score -1718864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1719016.125000 Penalty: 962.010803
	Iteration 10Q: 3 clusters Score -1719016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1719063.875000 Penalty: 962.010803
	Iteration 11Q: 3 clusters Score -1719064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1719080.250000 Penalty: 962.010803
	Iteration 12Q: 3 clusters Score -1719080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1719086.875000 Penalty: 962.010803
	Iteration 13Q: 3 clusters Score -1719087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1719092.125000 Penalty: 962.010803
	Iteration 14Q: 3 clusters Score -1719092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1719098.250000 Penalty: 962.010803
	Iteration 15Q: 3 clusters Score -1719098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1719101.375000 Penalty: 962.010803
	Iteration 16Q: 3 clusters Score -1719101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1719100.625000 Penalty: 962.010803
	Iteration 17Q: 3 clusters Score -1719101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1719100.625000 Penalty: 962.010803
	Iteration 18F: 3 clusters Score -1719101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -75620.140625 Penalty: 335.431366
	Iteration 0F: 2 clusters Score -75620.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74424.312500 Penalty: 670.862732
	Iteration 0F: 3 clusters Score -74424.31 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74781.867188 Penalty: 670.862732
	Iteration 1F: 3 clusters Score -74781.87 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -74844.273438 Penalty: 670.862732
	Iteration 2F: 3 clusters Score -74844.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -74878.117188 Penalty: 670.862732
	Iteration 3Q: 3 clusters Score -74878.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -74906.320312 Penalty: 670.862732
	Iteration 4Q: 3 clusters Score -74906.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -74927.554688 Penalty: 670.862732
	Iteration 5Q: 3 clusters Score -74927.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -74958.437500 Penalty: 670.862732
	Iteration 6Q: 3 clusters Score -74958.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -74989.515625 Penalty: 670.862732
	Iteration 7Q: 3 clusters Score -74989.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -75014.976562 Penalty: 670.862732
	Iteration 8Q: 3 clusters Score -75014.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -75038.882812 Penalty: 670.862732
	Iteration 9Q: 3 clusters Score -75038.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -75068.367188 Penalty: 670.862732
	Iteration 10Q: 3 clusters Score -75068.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -75095.742188 Penalty: 670.862732
	Iteration 11Q: 3 clusters Score -75095.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -75125.679688 Penalty: 670.862732
	Iteration 12Q: 3 clusters Score -75125.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -75149.531250 Penalty: 670.862732
	Iteration 13Q: 3 clusters Score -75149.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -75178.132812 Penalty: 670.862732
	Iteration 14Q: 3 clusters Score -75178.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -75200.335938 Penalty: 670.862732
	Iteration 15Q: 3 clusters Score -75200.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -75220.937500 Penalty: 670.862732
	Iteration 16Q: 3 clusters Score -75220.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -75244.562500 Penalty: 670.862732
	Iteration 17Q: 3 clusters Score -75244.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -75255.265625 Penalty: 670.862732
	Iteration 18Q: 3 clusters Score -75255.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -75259.671875 Penalty: 670.862732
	Iteration 19Q: 3 clusters Score -75259.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -75262.226562 Penalty: 670.862732
	Iteration 20F: 3 clusters Score -75262.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -75265.171875 Penalty: 670.862732
	Iteration 21Q: 3 clusters Score -75265.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -75265.734375 Penalty: 670.862732
	Iteration 22Q: 3 clusters Score -75265.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -75266.875000 Penalty: 670.862732
	Iteration 23Q: 3 clusters Score -75266.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75267.375000 Penalty: 670.862732
	Iteration 24Q: 3 clusters Score -75267.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75267.375000 Penalty: 670.862732
	Iteration 25F: 3 clusters Score -75267.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -19240.869141 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -19240.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18786.802734 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -18786.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18872.728516 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18872.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18910.763672 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18910.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18934.994141 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18934.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18960.230469 Penalty: 552.856506
	Iteration 4F: 3 clusters Score -18960.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18991.490234 Penalty: 552.856506
	Iteration 5F: 3 clusters Score -18991.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19005.693359 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -19005.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19017.011719 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -19017.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19032.005859 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -19032.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19051.685547 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -19051.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19070.679688 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -19070.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19085.738281 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -19085.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19096.462891 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -19096.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19111.291016 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -19111.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19117.023438 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -19117.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19118.388672 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -19118.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19119.095703 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -19119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19120.597656 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -19120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19121.031250 Penalty: 552.856506
	Iteration 18Q: 3 clusters Score -19121.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19121.031250 Penalty: 552.856506
	Iteration 19F: 3 clusters Score -19121.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9380.331055 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9380.331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9442.750977 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9442.751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9460.656250 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9460.656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9471.299805 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9476.366211 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9476.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9480.223633 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9480.224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9484.503906 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9484.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9485.796875 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9485.797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9489.057617 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9489.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9490.544922 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9490.545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9491.664062 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -9491.664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9492.851562 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -9492.852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9494.047852 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -9494.048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9495.241211 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -9495.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9496.040039 Penalty: 497.593475
	Iteration 14Q: 3 clusters Score -9496.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9496.682617 Penalty: 497.593475
	Iteration 15Q: 3 clusters Score -9496.683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9496.682617 Penalty: 497.593475
	Iteration 16F: 3 clusters Score -9496.683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Entering Unmasked Estep 
Score: -1061303.875000 Penalty: 455.096039
	Iteration 0F: 2 clusters Score -1061304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1046738.125000 Penalty: 910.192078
	Iteration 0F: 3 clusters Score -1046738 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1052710.250000 Penalty: 910.192078
	Iteration 1F: 3 clusters Score -1052710 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1053340.875000 Penalty: 910.192078
	Iteration 2Q: 3 clusters Score -1053341 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1054237.500000 Penalty: 910.192078
	Iteration 3F: 3 clusters Score -1054238 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1055384.500000 Penalty: 910.192078
	Iteration 4F: 3 clusters Score -1055384 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1056649.750000 Penalty: 910.192078
	Iteration 5F: 3 clusters Score -1056650 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1057742.875000 Penalty: 910.192078
	Iteration 6F: 3 clusters Score -1057743 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1058471.375000 Penalty: 910.192078
	Iteration 7F: 3 clusters Score -1058471 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1058799.125000 Penalty: 910.192078
	Iteration 8Q: 3 clusters Score -1058799 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1058952.000000 Penalty: 910.192078
	Iteration 9Q: 3 clusters Score -1058952 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1059053.125000 Penalty: 910.192078
	Iteration 10Q: 3 clusters Score -1059053 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1059119.250000 Penalty: 910.192078
	Iteration 11Q: 3 clusters Score -1059119 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1059159.625000 Penalty: 910.192078
	Iteration 12Q: 3 clusters Score -1059160 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1059189.000000 Penalty: 910.192078
	Iteration 13Q: 3 clusters Score -1059189 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1059218.500000 Penalty: 910.192078
	Iteration 14Q: 3 clusters Score -1059218 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1059242.750000 Penalty: 910.192078
	Iteration 15Q: 3 clusters Score -1059243 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1059265.875000 Penalty: 910.192078
	Iteration 16Q: 3 clusters Score -1059266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1059279.875000 Penalty: 910.192078
	Iteration 17Q: 3 clusters Score -1059280 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1059296.375000 Penalty: 910.192078
	Iteration 18Q: 3 clusters Score -1059296 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1059303.125000 Penalty: 910.192078
	Iteration 19Q: 3 clusters Score -1059303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1059314.000000 Penalty: 910.192078
	Iteration 20F: 3 clusters Score -1059314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1059315.125000 Penalty: 910.192078
	Iteration 21Q: 3 clusters Score -1059315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1059315.875000 Penalty: 910.192078
	Iteration 22Q: 3 clusters Score -1059316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1059322.875000 Penalty: 910.192078
	Iteration 23Q: 3 clusters Score -1059323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1059323.125000 Penalty: 910.192078
	Iteration 24Q: 3 clusters Score -1059323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1059328.625000 Penalty: 910.192078
	Iteration 25Q: 3 clusters Score -1059329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1059328.750000 Penalty: 910.192078
	Iteration 26Q: 3 clusters Score -1059329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1059328.625000 Penalty: 910.192078
	Iteration 27Q: 3 clusters Score -1059329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1059329.750000 Penalty: 910.192078
	Iteration 28Q: 3 clusters Score -1059330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1059333.375000 Penalty: 910.192078
	Iteration 29Q: 3 clusters Score -1059333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1059333.750000 Penalty: 910.192078
	Iteration 30Q: 3 clusters Score -1059334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1059335.250000 Penalty: 910.192078
	Iteration 31Q: 3 clusters Score -1059335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1059336.000000 Penalty: 910.192078
	Iteration 32Q: 3 clusters Score -1059336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1059335.250000 Penalty: 910.192078
	Iteration 33Q: 3 clusters Score -1059335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1059335.500000 Penalty: 910.192078
	Iteration 34Q: 3 clusters Score -1059336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1059334.750000 Penalty: 910.192078
	Iteration 35Q: 3 clusters Score -1059335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1059335.000000 Penalty: 910.192078
	Iteration 36Q: 3 clusters Score -1059335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1059337.000000 Penalty: 910.192078
	Iteration 37Q: 3 clusters Score -1059337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1059336.875000 Penalty: 910.192078
	Iteration 38Q: 3 clusters Score -1059337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1059339.375000 Penalty: 910.192078
	Iteration 39Q: 3 clusters Score -1059339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1059339.375000 Penalty: 910.192078
	Iteration 40F: 3 clusters Score -1059339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1059341.500000 Penalty: 910.192078
	Iteration 41Q: 3 clusters Score -1059342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1059343.500000 Penalty: 910.192078
	Iteration 42Q: 3 clusters Score -1059344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1059340.875000 Penalty: 910.192078
	Iteration 43Q: 3 clusters Score -1059341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1059340.750000 Penalty: 910.192078
	Iteration 44Q: 3 clusters Score -1059341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1059343.250000 Penalty: 910.192078
	Iteration 45Q: 3 clusters Score -1059343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1059339.250000 Penalty: 910.192078
	Iteration 46Q: 3 clusters Score -1059339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1059342.375000 Penalty: 910.192078
	Iteration 47Q: 3 clusters Score -1059342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1059342.375000 Penalty: 910.192078
	Iteration 48Q: 3 clusters Score -1059342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1059344.250000 Penalty: 910.192078
	Iteration 49Q: 3 clusters Score -1059344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1059344.250000 Penalty: 910.192078
	Iteration 50Q: 3 clusters Score -1059344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1059344.125000 Penalty: 910.192078
	Iteration 51Q: 3 clusters Score -1059344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1059346.500000 Penalty: 910.192078
	Iteration 52Q: 3 clusters Score -1059346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1059350.125000 Penalty: 910.192078
	Iteration 53Q: 3 clusters Score -1059350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1059349.500000 Penalty: 910.192078
	Iteration 54Q: 3 clusters Score -1059350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1059349.750000 Penalty: 910.192078
	Iteration 55Q: 3 clusters Score -1059350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1059352.625000 Penalty: 910.192078
	Iteration 56Q: 3 clusters Score -1059353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1059350.125000 Penalty: 910.192078
	Iteration 57Q: 3 clusters Score -1059350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1059352.000000 Penalty: 910.192078
	Iteration 58Q: 3 clusters Score -1059352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1059354.250000 Penalty: 910.192078
	Iteration 59Q: 3 clusters Score -1059354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1059360.125000 Penalty: 910.192078
	Iteration 60F: 3 clusters Score -1059360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1059354.625000 Penalty: 910.192078
	Iteration 61Q: 3 clusters Score -1059355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1059358.875000 Penalty: 910.192078
	Iteration 62Q: 3 clusters Score -1059359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1059362.375000 Penalty: 910.192078
	Iteration 63Q: 3 clusters Score -1059362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1059362.375000 Penalty: 910.192078
	Iteration 64Q: 3 clusters Score -1059362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1059367.500000 Penalty: 910.192078
	Iteration 65Q: 3 clusters Score -1059368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1059372.125000 Penalty: 910.192078
	Iteration 66Q: 3 clusters Score -1059372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1059369.750000 Penalty: 910.192078
	Iteration 67Q: 3 clusters Score -1059370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1059374.625000 Penalty: 910.192078
	Iteration 68Q: 3 clusters Score -1059375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1059376.625000 Penalty: 910.192078
	Iteration 69Q: 3 clusters Score -1059377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1059377.125000 Penalty: 910.192078
	Iteration 70Q: 3 clusters Score -1059377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1059377.875000 Penalty: 910.192078
	Iteration 71Q: 3 clusters Score -1059378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1059381.875000 Penalty: 910.192078
	Iteration 72Q: 3 clusters Score -1059382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1059382.500000 Penalty: 910.192078
	Iteration 73Q: 3 clusters Score -1059382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1059383.125000 Penalty: 910.192078
	Iteration 74Q: 3 clusters Score -1059383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1059386.875000 Penalty: 910.192078
	Iteration 75Q: 3 clusters Score -1059387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1059391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1059390 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1059390 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1059400 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1059397 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1059400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1059406 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1059411 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1059417 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1059420 nChanged 62
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Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1059425 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1059432 nChanged 89
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Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1059440 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1059454 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1059466 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1059483 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1059499 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1059511 nChanged 105
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1059523 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1059533 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1059549 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1059569 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1059588 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1059611 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1059633 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1059664 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1059691 nChanged 155
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Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1059710 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1059728 nChanged 151
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Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1059754 nChanged 149
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Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1059774 nChanged 145
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Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1059795 nChanged 132
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Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1059809 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1059833 nChanged 169
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1059865 nChanged 178
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Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1059898 nChanged 161
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Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1059926 nChanged 147
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Mstep: Class 1 contains 4512 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1059954 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1059984 nChanged 176
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1060025 nChanged 181
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Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1060064 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1060102 nChanged 184
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Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1060152 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1060189 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1060229 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1060272 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1060309 nChanged 163
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1060350 nChanged 129
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1060378 nChanged 125
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Mstep: Class 1 contains 2565 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1060403 nChanged 130
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Mstep: Class 1 contains 2435 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1060432 nChanged 120
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Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1060453 nChanged 106
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Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 19864 members 
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	Iteration 128Q: 3 clusters Score -1060476 nChanged 104
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Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19968 members 
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	Iteration 129Q: 3 clusters Score -1060505 nChanged 106
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Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20074 members 
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	Iteration 130Q: 3 clusters Score -1060530 nChanged 104
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Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1060561 nChanged 103
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Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1060584 nChanged 79
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Mstep: Class 1 contains 1715 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1060600 nChanged 69
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Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1060615 nChanged 79
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Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1060636 nChanged 75
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1060652 nChanged 73
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1060667 nChanged 61
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Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1060681 nChanged 52
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Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1060690 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1060703.000000 Penalty: 910.192078
	Iteration 140F: 3 clusters Score -1060703 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1060713 nChanged 49
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1060720 nChanged 49
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1060728 nChanged 52
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Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1060738 nChanged 46
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Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1060749 nChanged 42
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Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1060764 nChanged 45
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1060774 nChanged 47
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Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1060790 nChanged 56
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Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1060807 nChanged 52
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Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1060824 nChanged 47
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Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1060840 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1060851 nChanged 45
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Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1060863 nChanged 37
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Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21456 members 
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	Iteration 154Q: 3 clusters Score -1060875 nChanged 32
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Mstep: Class 1 contains 589 members 
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	Iteration 155Q: 3 clusters Score -1060886 nChanged 29
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Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21513 members 
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	Iteration 156Q: 3 clusters Score -1060894 nChanged 22
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Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1060898 nChanged 19
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Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1060904 nChanged 16
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Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1060907 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -1060908.625000 Penalty: 910.192078
	Iteration 160F: 3 clusters Score -1060909 nChanged 10
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Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1060912 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1060914 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1060916 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -1060921.000000 Penalty: 910.192078
	Iteration 164Q: 3 clusters Score -1060921 nChanged 8
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Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1060921 nChanged 4
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Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1060921 nChanged 2
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Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1060921 nChanged 6
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Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1060923.125000 Penalty: 910.192078
	Iteration 168Q: 3 clusters Score -1060923 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -1060926.000000 Penalty: 910.192078
	Iteration 169Q: 3 clusters Score -1060926 nChanged 5
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Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1060926.750000 Penalty: 910.192078
	Iteration 170Q: 3 clusters Score -1060927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -1060926.750000 Penalty: 910.192078
	Iteration 171Q: 3 clusters Score -1060927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1060928.000000 Penalty: 910.192078
	Iteration 172Q: 3 clusters Score -1060928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -1060930.375000 Penalty: 910.192078
	Iteration 173Q: 3 clusters Score -1060930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1060932.000000 Penalty: 910.192078
	Iteration 174Q: 3 clusters Score -1060932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1060933.250000 Penalty: 910.192078
	Iteration 175Q: 3 clusters Score -1060933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1060933.125000 Penalty: 910.192078
	Iteration 176Q: 3 clusters Score -1060933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1060934.875000 Penalty: 910.192078
	Iteration 177Q: 3 clusters Score -1060935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -1060935.625000 Penalty: 910.192078
	Iteration 178Q: 3 clusters Score -1060936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1060935.375000 Penalty: 910.192078
	Iteration 179Q: 3 clusters Score -1060935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1060935.250000 Penalty: 910.192078
	Iteration 180F: 3 clusters Score -1060935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1060935.500000 Penalty: 910.192078
	Iteration 181Q: 3 clusters Score -1060936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1060935.500000 Penalty: 910.192078
	Iteration 182F: 3 clusters Score -1060936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Entering Unmasked Estep 
Score: -394636.781250 Penalty: 408.917450
	Iteration 0F: 2 clusters Score -394636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -389246.062500 Penalty: 817.834900
	Iteration 0F: 3 clusters Score -389246.1 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -391332.968750 Penalty: 817.834900
	Iteration 1F: 3 clusters Score -391333 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -391520.312500 Penalty: 817.834900
	Iteration 2F: 3 clusters Score -391520.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -391733.500000 Penalty: 817.834900
	Iteration 3F: 3 clusters Score -391733.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -391975.562500 Penalty: 817.834900
	Iteration 4F: 3 clusters Score -391975.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -392306.937500 Penalty: 817.834900
	Iteration 5F: 3 clusters Score -392306.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -392718.281250 Penalty: 817.834900
	Iteration 6F: 3 clusters Score -392718.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -393156.843750 Penalty: 817.834900
	Iteration 7F: 3 clusters Score -393156.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -393444.281250 Penalty: 817.834900
	Iteration 8Q: 3 clusters Score -393444.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -393623.906250 Penalty: 817.834900
	Iteration 9Q: 3 clusters Score -393623.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -393777.156250 Penalty: 817.834900
	Iteration 10Q: 3 clusters Score -393777.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -393885.187500 Penalty: 817.834900
	Iteration 11Q: 3 clusters Score -393885.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -393966.781250 Penalty: 817.834900
	Iteration 12Q: 3 clusters Score -393966.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -394060.218750 Penalty: 817.834900
	Iteration 13Q: 3 clusters Score -394060.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -394147.375000 Penalty: 817.834900
	Iteration 14Q: 3 clusters Score -394147.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -394192.906250 Penalty: 817.834900
	Iteration 15Q: 3 clusters Score -394192.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -394219.531250 Penalty: 817.834900
	Iteration 16Q: 3 clusters Score -394219.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -394237.218750 Penalty: 817.834900
	Iteration 17Q: 3 clusters Score -394237.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -394255.218750 Penalty: 817.834900
	Iteration 18Q: 3 clusters Score -394255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -394266.062500 Penalty: 817.834900
	Iteration 19Q: 3 clusters Score -394266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -394273.156250 Penalty: 817.834900
	Iteration 20F: 3 clusters Score -394273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -394278.906250 Penalty: 817.834900
	Iteration 21Q: 3 clusters Score -394278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -394280.531250 Penalty: 817.834900
	Iteration 22Q: 3 clusters Score -394280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -394281.593750 Penalty: 817.834900
	Iteration 23Q: 3 clusters Score -394281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -394282.500000 Penalty: 817.834900
	Iteration 24Q: 3 clusters Score -394282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -394282.500000 Penalty: 817.834900
	Iteration 25F: 3 clusters Score -394282.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -108255.734375 Penalty: 351.782898
	Iteration 0F: 2 clusters Score -108255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -106627.289062 Penalty: 703.565796
	Iteration 0F: 3 clusters Score -106627.3 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -107146.851562 Penalty: 703.565796
	Iteration 1F: 3 clusters Score -107146.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -107220.945312 Penalty: 703.565796
	Iteration 2F: 3 clusters Score -107220.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107282.312500 Penalty: 703.565796
	Iteration 3F: 3 clusters Score -107282.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -107334.906250 Penalty: 703.565796
	Iteration 4Q: 3 clusters Score -107334.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -107379.492188 Penalty: 703.565796
	Iteration 5Q: 3 clusters Score -107379.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -107437.007812 Penalty: 703.565796
	Iteration 6Q: 3 clusters Score -107437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -107488.179688 Penalty: 703.565796
	Iteration 7Q: 3 clusters Score -107488.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -107524.773438 Penalty: 703.565796
	Iteration 8Q: 3 clusters Score -107524.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107552.507812 Penalty: 703.565796
	Iteration 9Q: 3 clusters Score -107552.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -107572.273438 Penalty: 703.565796
	Iteration 10Q: 3 clusters Score -107572.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -107586.796875 Penalty: 703.565796
	Iteration 11Q: 3 clusters Score -107586.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -107595.750000 Penalty: 703.565796
	Iteration 12Q: 3 clusters Score -107595.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -107606.960938 Penalty: 703.565796
	Iteration 13Q: 3 clusters Score -107607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107627.460938 Penalty: 703.565796
	Iteration 14Q: 3 clusters Score -107627.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107646.140625 Penalty: 703.565796
	Iteration 15Q: 3 clusters Score -107646.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -107661.640625 Penalty: 703.565796
	Iteration 16Q: 3 clusters Score -107661.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107674.242188 Penalty: 703.565796
	Iteration 17Q: 3 clusters Score -107674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107688.664062 Penalty: 703.565796
	Iteration 18Q: 3 clusters Score -107688.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -107701.390625 Penalty: 703.565796
	Iteration 19Q: 3 clusters Score -107701.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -107720.023438 Penalty: 703.565796
	Iteration 20F: 3 clusters Score -107720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107738.015625 Penalty: 703.565796
	Iteration 21Q: 3 clusters Score -107738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107759.781250 Penalty: 703.565796
	Iteration 22Q: 3 clusters Score -107759.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107784.625000 Penalty: 703.565796
	Iteration 23Q: 3 clusters Score -107784.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107802.601562 Penalty: 703.565796
	Iteration 24Q: 3 clusters Score -107802.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107817.937500 Penalty: 703.565796
	Iteration 25Q: 3 clusters Score -107817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107831.101562 Penalty: 703.565796
	Iteration 26Q: 3 clusters Score -107831.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107846.617188 Penalty: 703.565796
	Iteration 27Q: 3 clusters Score -107846.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107862.757812 Penalty: 703.565796
	Iteration 28Q: 3 clusters Score -107862.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107876.132812 Penalty: 703.565796
	Iteration 29Q: 3 clusters Score -107876.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107886.343750 Penalty: 703.565796
	Iteration 30Q: 3 clusters Score -107886.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107896.007812 Penalty: 703.565796
	Iteration 31Q: 3 clusters Score -107896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107902.750000 Penalty: 703.565796
	Iteration 32Q: 3 clusters Score -107902.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -107910.320312 Penalty: 703.565796
	Iteration 33Q: 3 clusters Score -107910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -107913.976562 Penalty: 703.565796
	Iteration 34Q: 3 clusters Score -107914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -107918.429688 Penalty: 703.565796
	Iteration 35Q: 3 clusters Score -107918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -107922.039062 Penalty: 703.565796
	Iteration 36Q: 3 clusters Score -107922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -107923.937500 Penalty: 703.565796
	Iteration 37Q: 3 clusters Score -107923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -107926.289062 Penalty: 703.565796
	Iteration 38Q: 3 clusters Score -107926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107927.171875 Penalty: 703.565796
	Iteration 39Q: 3 clusters Score -107927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -107931.234375 Penalty: 703.565796
	Iteration 40F: 3 clusters Score -107931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -107935.742188 Penalty: 703.565796
	Iteration 41Q: 3 clusters Score -107935.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -107942.250000 Penalty: 703.565796
	Iteration 42Q: 3 clusters Score -107942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -107945.289062 Penalty: 703.565796
	Iteration 43Q: 3 clusters Score -107945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107948.375000 Penalty: 703.565796
	Iteration 44Q: 3 clusters Score -107948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -107952.750000 Penalty: 703.565796
	Iteration 45Q: 3 clusters Score -107952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -107956.234375 Penalty: 703.565796
	Iteration 46Q: 3 clusters Score -107956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -107959.734375 Penalty: 703.565796
	Iteration 47Q: 3 clusters Score -107959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -107961.328125 Penalty: 703.565796
	Iteration 48Q: 3 clusters Score -107961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107961.539062 Penalty: 703.565796
	Iteration 49Q: 3 clusters Score -107961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107963.398438 Penalty: 703.565796
	Iteration 50Q: 3 clusters Score -107963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -107964.437500 Penalty: 703.565796
	Iteration 51Q: 3 clusters Score -107964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -107964.437500 Penalty: 703.565796
	Iteration 52F: 3 clusters Score -107964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -106729.804688 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -106729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -105185.671875 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -105185.7 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -105710.242188 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -105710.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105792.742188 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -105792.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105871.804688 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -105871.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105972.906250 Penalty: 697.455566
	Iteration 4F: 3 clusters Score -105972.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106075.617188 Penalty: 697.455566
	Iteration 5F: 3 clusters Score -106075.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106182.015625 Penalty: 697.455566
	Iteration 6F: 3 clusters Score -106182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -106263.531250 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -106263.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -106319.359375 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -106319.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -106354.468750 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -106354.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -106383.859375 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -106383.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -106401.390625 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -106401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -106405.570312 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -106405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -106407.648438 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -106407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -106408.835938 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -106408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -106411.546875 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -106411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -106416.226562 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -106416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -106419.687500 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -106419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -106425.960938 Penalty: 697.455566
	Iteration 18Q: 3 clusters Score -106426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -106426.765625 Penalty: 697.455566
	Iteration 19Q: 3 clusters Score -106426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -106426.765625 Penalty: 697.455566
	Iteration 20F: 3 clusters Score -106426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -44260.074219 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -44260.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43548.695312 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -43548.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43712.582031 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -43712.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43750.167969 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -43750.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -43789.406250 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -43789.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -43827.253906 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -43827.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43845.035156 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -43845.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43854.503906 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -43854.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -43865.875000 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -43865.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43875.531250 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -43875.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43884.089844 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -43884.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43892.847656 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -43892.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43899.906250 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -43899.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43903.738281 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -43903.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -43907.710938 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -43907.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -43916.003906 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -43916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43922.007812 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -43922.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43927.523438 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -43927.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43931.128906 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -43931.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43931.445312 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -43931.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43931.445312 Penalty: 612.739563
	Iteration 19F: 3 clusters Score -43931.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -190992.484375 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -190992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -188032.875000 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -188032.9 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -189143.453125 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -189143.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -189355.140625 Penalty: 764.132263
	Iteration 2F: 3 clusters Score -189355.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -189583.625000 Penalty: 764.132263
	Iteration 3F: 3 clusters Score -189583.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -189772.953125 Penalty: 764.132263
	Iteration 4F: 3 clusters Score -189773 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -189909.671875 Penalty: 764.132263
	Iteration 5Q: 3 clusters Score -189909.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -190015.250000 Penalty: 764.132263
	Iteration 6Q: 3 clusters Score -190015.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -190076.609375 Penalty: 764.132263
	Iteration 7Q: 3 clusters Score -190076.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -190120.593750 Penalty: 764.132263
	Iteration 8Q: 3 clusters Score -190120.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -190156.375000 Penalty: 764.132263
	Iteration 9Q: 3 clusters Score -190156.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -190186.468750 Penalty: 764.132263
	Iteration 10Q: 3 clusters Score -190186.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -190212.000000 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -190212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -190240.296875 Penalty: 764.132263
	Iteration 12Q: 3 clusters Score -190240.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -190265.015625 Penalty: 764.132263
	Iteration 13Q: 3 clusters Score -190265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -190281.875000 Penalty: 764.132263
	Iteration 14Q: 3 clusters Score -190281.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -190291.015625 Penalty: 764.132263
	Iteration 15Q: 3 clusters Score -190291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -190300.125000 Penalty: 764.132263
	Iteration 16Q: 3 clusters Score -190300.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -190311.562500 Penalty: 764.132263
	Iteration 17Q: 3 clusters Score -190311.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -190324.656250 Penalty: 764.132263
	Iteration 18Q: 3 clusters Score -190324.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -190340.656250 Penalty: 764.132263
	Iteration 19Q: 3 clusters Score -190340.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -190355.531250 Penalty: 764.132263
	Iteration 20F: 3 clusters Score -190355.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -190369.468750 Penalty: 764.132263
	Iteration 21Q: 3 clusters Score -190369.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -190381.093750 Penalty: 764.132263
	Iteration 22Q: 3 clusters Score -190381.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -190398.578125 Penalty: 764.132263
	Iteration 23Q: 3 clusters Score -190398.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -190414.046875 Penalty: 764.132263
	Iteration 24Q: 3 clusters Score -190414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -190431.312500 Penalty: 764.132263
	Iteration 25Q: 3 clusters Score -190431.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -190447.109375 Penalty: 764.132263
	Iteration 26Q: 3 clusters Score -190447.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -190463.203125 Penalty: 764.132263
	Iteration 27Q: 3 clusters Score -190463.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -190475.203125 Penalty: 764.132263
	Iteration 28Q: 3 clusters Score -190475.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -190483.453125 Penalty: 764.132263
	Iteration 29Q: 3 clusters Score -190483.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -190494.046875 Penalty: 764.132263
	Iteration 30Q: 3 clusters Score -190494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -190505.265625 Penalty: 764.132263
	Iteration 31Q: 3 clusters Score -190505.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -190517.718750 Penalty: 764.132263
	Iteration 32Q: 3 clusters Score -190517.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -190529.640625 Penalty: 764.132263
	Iteration 33Q: 3 clusters Score -190529.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -190538.515625 Penalty: 764.132263
	Iteration 34Q: 3 clusters Score -190538.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -190547.203125 Penalty: 764.132263
	Iteration 35Q: 3 clusters Score -190547.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -190557.578125 Penalty: 764.132263
	Iteration 36Q: 3 clusters Score -190557.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -190567.281250 Penalty: 764.132263
	Iteration 37Q: 3 clusters Score -190567.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -190573.765625 Penalty: 764.132263
	Iteration 38Q: 3 clusters Score -190573.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -190579.031250 Penalty: 764.132263
	Iteration 39Q: 3 clusters Score -190579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -190585.843750 Penalty: 764.132263
	Iteration 40F: 3 clusters Score -190585.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -190590.484375 Penalty: 764.132263
	Iteration 41Q: 3 clusters Score -190590.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -190593.187500 Penalty: 764.132263
	Iteration 42Q: 3 clusters Score -190593.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -190596.921875 Penalty: 764.132263
	Iteration 43Q: 3 clusters Score -190596.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -190600.093750 Penalty: 764.132263
	Iteration 44Q: 3 clusters Score -190600.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -190602.421875 Penalty: 764.132263
	Iteration 45Q: 3 clusters Score -190602.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -190606.031250 Penalty: 764.132263
	Iteration 46Q: 3 clusters Score -190606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -190611.000000 Penalty: 764.132263
	Iteration 47Q: 3 clusters Score -190611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -190617.031250 Penalty: 764.132263
	Iteration 48Q: 3 clusters Score -190617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -190620.843750 Penalty: 764.132263
	Iteration 49Q: 3 clusters Score -190620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -190623.625000 Penalty: 764.132263
	Iteration 50Q: 3 clusters Score -190623.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -190625.140625 Penalty: 764.132263
	Iteration 51Q: 3 clusters Score -190625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -190625.562500 Penalty: 764.132263
	Iteration 52Q: 3 clusters Score -190625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -190625.671875 Penalty: 764.132263
	Iteration 53Q: 3 clusters Score -190625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -190625.750000 Penalty: 764.132263
	Iteration 54Q: 3 clusters Score -190625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -190626.781250 Penalty: 764.132263
	Iteration 55Q: 3 clusters Score -190626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -190627.484375 Penalty: 764.132263
	Iteration 56Q: 3 clusters Score -190627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -190627.640625 Penalty: 764.132263
	Iteration 57Q: 3 clusters Score -190627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -190628.250000 Penalty: 764.132263
	Iteration 58Q: 3 clusters Score -190628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -190628.500000 Penalty: 764.132263
	Iteration 59Q: 3 clusters Score -190628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -190628.687500 Penalty: 764.132263
	Iteration 60F: 3 clusters Score -190628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -190629.703125 Penalty: 764.132263
	Iteration 61Q: 3 clusters Score -190629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -190630.734375 Penalty: 764.132263
	Iteration 62Q: 3 clusters Score -190630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -190631.234375 Penalty: 764.132263
	Iteration 63Q: 3 clusters Score -190631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -190631.609375 Penalty: 764.132263
	Iteration 64Q: 3 clusters Score -190631.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -190632.328125 Penalty: 764.132263
	Iteration 65Q: 3 clusters Score -190632.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -190633.218750 Penalty: 764.132263
	Iteration 66Q: 3 clusters Score -190633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -190633.828125 Penalty: 764.132263
	Iteration 67Q: 3 clusters Score -190633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -190634.156250 Penalty: 764.132263
	Iteration 68Q: 3 clusters Score -190634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -190634.515625 Penalty: 764.132263
	Iteration 69Q: 3 clusters Score -190634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -190635.515625 Penalty: 764.132263
	Iteration 70Q: 3 clusters Score -190635.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -190636.000000 Penalty: 764.132263
	Iteration 71Q: 3 clusters Score -190636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -190636.781250 Penalty: 764.132263
	Iteration 72Q: 3 clusters Score -190636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -190638.734375 Penalty: 764.132263
	Iteration 73Q: 3 clusters Score -190638.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -190643.250000 Penalty: 764.132263
	Iteration 74Q: 3 clusters Score -190643.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -190646.531250 Penalty: 764.132263
	Iteration 75Q: 3 clusters Score -190646.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -190650.875000 Penalty: 764.132263
	Iteration 76Q: 3 clusters Score -190650.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -190655.000000 Penalty: 764.132263
	Iteration 77Q: 3 clusters Score -190655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190657.203125 Penalty: 764.132263
	Iteration 78Q: 3 clusters Score -190657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190658.609375 Penalty: 764.132263
	Iteration 79Q: 3 clusters Score -190658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190660.359375 Penalty: 764.132263
	Iteration 80F: 3 clusters Score -190660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -190662.093750 Penalty: 764.132263
	Iteration 81Q: 3 clusters Score -190662.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -190662.718750 Penalty: 764.132263
	Iteration 82Q: 3 clusters Score -190662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -190663.250000 Penalty: 764.132263
	Iteration 83Q: 3 clusters Score -190663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -190663.890625 Penalty: 764.132263
	Iteration 84Q: 3 clusters Score -190663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190664.734375 Penalty: 764.132263
	Iteration 85Q: 3 clusters Score -190664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -190665.062500 Penalty: 764.132263
	Iteration 86Q: 3 clusters Score -190665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -190666.125000 Penalty: 764.132263
	Iteration 87Q: 3 clusters Score -190666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -190666.468750 Penalty: 764.132263
	Iteration 88Q: 3 clusters Score -190666.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -190667.156250 Penalty: 764.132263
	Iteration 89Q: 3 clusters Score -190667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190667.281250 Penalty: 764.132263
	Iteration 90Q: 3 clusters Score -190667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190667.156250 Penalty: 764.132263
	Iteration 91Q: 3 clusters Score -190667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190667.468750 Penalty: 764.132263
	Iteration 92Q: 3 clusters Score -190667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190668.250000 Penalty: 764.132263
	Iteration 93Q: 3 clusters Score -190668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190669.125000 Penalty: 764.132263
	Iteration 94Q: 3 clusters Score -190669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -190669.046875 Penalty: 764.132263
	Iteration 95Q: 3 clusters Score -190669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190669.734375 Penalty: 764.132263
	Iteration 96Q: 3 clusters Score -190669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -190669.921875 Penalty: 764.132263
	Iteration 97Q: 3 clusters Score -190669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -190670.156250 Penalty: 764.132263
	Iteration 98Q: 3 clusters Score -190670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190670.062500 Penalty: 764.132263
	Iteration 99Q: 3 clusters Score -190670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -190670.265625 Penalty: 764.132263
	Iteration 100F: 3 clusters Score -190670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190670.390625 Penalty: 764.132263
	Iteration 101Q: 3 clusters Score -190670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190670.031250 Penalty: 764.132263
	Iteration 102Q: 3 clusters Score -190670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190670.359375 Penalty: 764.132263
	Iteration 103Q: 3 clusters Score -190670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190670.359375 Penalty: 764.132263
	Iteration 104Q: 3 clusters Score -190670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190670.359375 Penalty: 764.132263
	Iteration 105F: 3 clusters Score -190670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -16824.289062 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -16824.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16404.675781 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -16404.68 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16489.833984 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -16489.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16505.267578 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -16505.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16514.515625 Penalty: 543.616699
	Iteration 3Q: 3 clusters Score -16514.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16526.388672 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -16526.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16534.892578 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -16534.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16552.005859 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -16552.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16556.320312 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -16556.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16558.669922 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -16558.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16560.728516 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -16560.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16562.109375 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -16562.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16567.812500 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -16567.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16570.429688 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -16570.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16571.558594 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -16571.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16571.558594 Penalty: 543.616699
	Iteration 14F: 3 clusters Score -16571.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -84663.234375 Penalty: 339.895203
	Iteration 0F: 2 clusters Score -84663.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -83354.210938 Penalty: 679.790405
	Iteration 0F: 3 clusters Score -83354.21 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -83755.281250 Penalty: 679.790405
	Iteration 1F: 3 clusters Score -83755.28 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -83824.585938 Penalty: 679.790405
	Iteration 2F: 3 clusters Score -83824.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -83891.421875 Penalty: 679.790405
	Iteration 3F: 3 clusters Score -83891.42 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -83951.718750 Penalty: 679.790405
	Iteration 4F: 3 clusters Score -83951.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -83997.953125 Penalty: 679.790405
	Iteration 5Q: 3 clusters Score -83997.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -84032.679688 Penalty: 679.790405
	Iteration 6Q: 3 clusters Score -84032.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -84072.554688 Penalty: 679.790405
	Iteration 7Q: 3 clusters Score -84072.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84115.820312 Penalty: 679.790405
	Iteration 8Q: 3 clusters Score -84115.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -84168.945312 Penalty: 679.790405
	Iteration 9Q: 3 clusters Score -84168.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -84225.289062 Penalty: 679.790405
	Iteration 10Q: 3 clusters Score -84225.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -84274.585938 Penalty: 679.790405
	Iteration 11Q: 3 clusters Score -84274.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -84303.554688 Penalty: 679.790405
	Iteration 12Q: 3 clusters Score -84303.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -84331.414062 Penalty: 679.790405
	Iteration 13Q: 3 clusters Score -84331.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -84354.640625 Penalty: 679.790405
	Iteration 14Q: 3 clusters Score -84354.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -84370.382812 Penalty: 679.790405
	Iteration 15Q: 3 clusters Score -84370.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -84384.562500 Penalty: 679.790405
	Iteration 16Q: 3 clusters Score -84384.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -84388.304688 Penalty: 679.790405
	Iteration 17Q: 3 clusters Score -84388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -84390.437500 Penalty: 679.790405
	Iteration 18Q: 3 clusters Score -84390.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -84391.343750 Penalty: 679.790405
	Iteration 19Q: 3 clusters Score -84391.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -84392.820312 Penalty: 679.790405
	Iteration 20F: 3 clusters Score -84392.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -84393.820312 Penalty: 679.790405
	Iteration 21Q: 3 clusters Score -84393.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -84394.054688 Penalty: 679.790405
	Iteration 22Q: 3 clusters Score -84394.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -84395.070312 Penalty: 679.790405
	Iteration 23Q: 3 clusters Score -84395.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -84396.453125 Penalty: 679.790405
	Iteration 24Q: 3 clusters Score -84396.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -84400.382812 Penalty: 679.790405
	Iteration 25Q: 3 clusters Score -84400.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -84404.476562 Penalty: 679.790405
	Iteration 26Q: 3 clusters Score -84404.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -84405.664062 Penalty: 679.790405
	Iteration 27Q: 3 clusters Score -84405.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -84406.429688 Penalty: 679.790405
	Iteration 28Q: 3 clusters Score -84406.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -84407.195312 Penalty: 679.790405
	Iteration 29Q: 3 clusters Score -84407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -84407.195312 Penalty: 679.790405
	Iteration 30F: 3 clusters Score -84407.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158566 members 
Entering Unmasked Estep 
Score: -7331937.500000 Penalty: 544.813660
	Iteration 0F: 2 clusters Score -7331938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -7226473.500000 Penalty: 1089.627319
	Iteration 0F: 3 clusters Score -7226474 nChanged 78052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -7276330.500000 Penalty: 1089.627319
	Iteration 1F: 3 clusters Score -7276330 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -7281201.000000 Penalty: 1089.627319
	Iteration 2F: 3 clusters Score -7281201 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
Score: -7289707.500000 Penalty: 1089.627319
	Iteration 3F: 3 clusters Score -7289708 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -7302569.500000 Penalty: 1089.627319
	Iteration 4F: 3 clusters Score -7302570 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 140626 members 
Entering Unmasked Estep 
Score: -7316811.500000 Penalty: 1089.627319
	Iteration 5F: 3 clusters Score -7316812 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 150581 members 
Entering Unmasked Estep 
Score: -7326129.500000 Penalty: 1089.627319
	Iteration 6F: 3 clusters Score -7326130 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 155227 members 
Entering Unmasked Estep 
Score: -7329723.000000 Penalty: 1089.627319
	Iteration 7Q: 3 clusters Score -7329723 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -7330971.500000 Penalty: 1089.627319
	Iteration 8Q: 3 clusters Score -7330972 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 157584 members 
Entering Unmasked Estep 
Score: -7331349.500000 Penalty: 1089.627319
	Iteration 9Q: 3 clusters Score -7331350 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -7331429.500000 Penalty: 1089.627319
	Iteration 10Q: 3 clusters Score -7331430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -7331492.000000 Penalty: 1089.627319
	Iteration 11Q: 3 clusters Score -7331492 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -7331525.500000 Penalty: 1089.627319
	Iteration 12Q: 3 clusters Score -7331526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 158154 members 
Entering Unmasked Estep 
Score: -7331557.000000 Penalty: 1089.627319
	Iteration 13Q: 3 clusters Score -7331557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -7331560.500000 Penalty: 1089.627319
	Iteration 14Q: 3 clusters Score -7331560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -7331582.000000 Penalty: 1089.627319
	Iteration 15Q: 3 clusters Score -7331582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -7331603.000000 Penalty: 1089.627319
	Iteration 16Q: 3 clusters Score -7331603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -7331612.500000 Penalty: 1089.627319
	Iteration 17Q: 3 clusters Score -7331612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -7331607.000000 Penalty: 1089.627319
	Iteration 18Q: 3 clusters Score -7331607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -7331613.000000 Penalty: 1089.627319
	Iteration 19Q: 3 clusters Score -7331613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -7331616.500000 Penalty: 1089.627319
	Iteration 20F: 3 clusters Score -7331616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -7331615.500000 Penalty: 1089.627319
	Iteration 21Q: 3 clusters Score -7331616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -7331618.000000 Penalty: 1089.627319
	Iteration 22Q: 3 clusters Score -7331618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -7331619.000000 Penalty: 1089.627319
	Iteration 23Q: 3 clusters Score -7331619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -7331616.000000 Penalty: 1089.627319
	Iteration 24Q: 3 clusters Score -7331616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158279 members 
Entering Unmasked Estep 
Score: -7331615.000000 Penalty: 1089.627319
	Iteration 25Q: 3 clusters Score -7331615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -7331620.500000 Penalty: 1089.627319
	Iteration 26Q: 3 clusters Score -7331620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -7331615.500000 Penalty: 1089.627319
	Iteration 27Q: 3 clusters Score -7331616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 158281 members 
Entering Unmasked Estep 
Score: -7331615.500000 Penalty: 1089.627319
	Iteration 28F: 3 clusters Score -7331616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -100515.179688 Penalty: 353.081848
	Iteration 0F: 2 clusters Score -100515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -98862.132812 Penalty: 706.163696
	Iteration 0F: 3 clusters Score -98862.13 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -99500.117188 Penalty: 706.163696
	Iteration 1F: 3 clusters Score -99500.12 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -99591.265625 Penalty: 706.163696
	Iteration 2F: 3 clusters Score -99591.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -99665.281250 Penalty: 706.163696
	Iteration 3F: 3 clusters Score -99665.28 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -99751.578125 Penalty: 706.163696
	Iteration 4F: 3 clusters Score -99751.58 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -99805.929688 Penalty: 706.163696
	Iteration 5F: 3 clusters Score -99805.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -99842.054688 Penalty: 706.163696
	Iteration 6Q: 3 clusters Score -99842.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -99860.898438 Penalty: 706.163696
	Iteration 7Q: 3 clusters Score -99860.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -99880.632812 Penalty: 706.163696
	Iteration 8Q: 3 clusters Score -99880.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -99896.632812 Penalty: 706.163696
	Iteration 9Q: 3 clusters Score -99896.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -99914.484375 Penalty: 706.163696
	Iteration 10Q: 3 clusters Score -99914.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -99936.742188 Penalty: 706.163696
	Iteration 11Q: 3 clusters Score -99936.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -99956.070312 Penalty: 706.163696
	Iteration 12Q: 3 clusters Score -99956.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -99967.828125 Penalty: 706.163696
	Iteration 13Q: 3 clusters Score -99967.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -99975.406250 Penalty: 706.163696
	Iteration 14Q: 3 clusters Score -99975.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -99980.523438 Penalty: 706.163696
	Iteration 15Q: 3 clusters Score -99980.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -99984.984375 Penalty: 706.163696
	Iteration 16Q: 3 clusters Score -99984.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -99988.843750 Penalty: 706.163696
	Iteration 17Q: 3 clusters Score -99988.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -99993.679688 Penalty: 706.163696
	Iteration 18Q: 3 clusters Score -99993.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -99996.929688 Penalty: 706.163696
	Iteration 19Q: 3 clusters Score -99996.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -100000.968750 Penalty: 706.163696
	Iteration 20F: 3 clusters Score -100001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -100004.515625 Penalty: 706.163696
	Iteration 21Q: 3 clusters Score -100004.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -100009.429688 Penalty: 706.163696
	Iteration 22Q: 3 clusters Score -100009.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -100013.015625 Penalty: 706.163696
	Iteration 23Q: 3 clusters Score -100013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -100018.164062 Penalty: 706.163696
	Iteration 24Q: 3 clusters Score -100018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -100024.437500 Penalty: 706.163696
	Iteration 25Q: 3 clusters Score -100024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -100031.695312 Penalty: 706.163696
	Iteration 26Q: 3 clusters Score -100031.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -100038.382812 Penalty: 706.163696
	Iteration 27Q: 3 clusters Score -100038.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -100042.453125 Penalty: 706.163696
	Iteration 28Q: 3 clusters Score -100042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -100046.968750 Penalty: 706.163696
	Iteration 29Q: 3 clusters Score -100047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -100050.234375 Penalty: 706.163696
	Iteration 30Q: 3 clusters Score -100050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -100054.539062 Penalty: 706.163696
	Iteration 31Q: 3 clusters Score -100054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -100059.773438 Penalty: 706.163696
	Iteration 32Q: 3 clusters Score -100059.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -100065.179688 Penalty: 706.163696
	Iteration 33Q: 3 clusters Score -100065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -100073.210938 Penalty: 706.163696
	Iteration 34Q: 3 clusters Score -100073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -100089.578125 Penalty: 706.163696
	Iteration 35Q: 3 clusters Score -100089.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -100120.453125 Penalty: 706.163696
	Iteration 36Q: 3 clusters Score -100120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -100140.492188 Penalty: 706.163696
	Iteration 37Q: 3 clusters Score -100140.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -100153.375000 Penalty: 706.163696
	Iteration 38Q: 3 clusters Score -100153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -100169.625000 Penalty: 706.163696
	Iteration 39Q: 3 clusters Score -100169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -100184.281250 Penalty: 706.163696
	Iteration 40F: 3 clusters Score -100184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -100189.882812 Penalty: 706.163696
	Iteration 41Q: 3 clusters Score -100189.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -100193.843750 Penalty: 706.163696
	Iteration 42Q: 3 clusters Score -100193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -100196.601562 Penalty: 706.163696
	Iteration 43Q: 3 clusters Score -100196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -100199.585938 Penalty: 706.163696
	Iteration 44Q: 3 clusters Score -100199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -100201.445312 Penalty: 706.163696
	Iteration 45Q: 3 clusters Score -100201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -100201.781250 Penalty: 706.163696
	Iteration 46Q: 3 clusters Score -100201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -100202.601562 Penalty: 706.163696
	Iteration 47Q: 3 clusters Score -100202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -100203.125000 Penalty: 706.163696
	Iteration 48Q: 3 clusters Score -100203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -100203.742188 Penalty: 706.163696
	Iteration 49Q: 3 clusters Score -100203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -100204.570312 Penalty: 706.163696
	Iteration 50Q: 3 clusters Score -100204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -100205.382812 Penalty: 706.163696
	Iteration 51Q: 3 clusters Score -100205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -100205.609375 Penalty: 706.163696
	Iteration 52Q: 3 clusters Score -100205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -100205.890625 Penalty: 706.163696
	Iteration 53Q: 3 clusters Score -100205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -100206.257812 Penalty: 706.163696
	Iteration 54Q: 3 clusters Score -100206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -100206.593750 Penalty: 706.163696
	Iteration 55Q: 3 clusters Score -100206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -100207.445312 Penalty: 706.163696
	Iteration 56Q: 3 clusters Score -100207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -100207.867188 Penalty: 706.163696
	Iteration 57Q: 3 clusters Score -100207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -100208.007812 Penalty: 706.163696
	Iteration 58Q: 3 clusters Score -100208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -100208.007812 Penalty: 706.163696
	Iteration 59F: 3 clusters Score -100208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -11039.422852 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -11039.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10705.608398 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -10705.61 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10823.306641 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -10823.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10878.070312 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -10878.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10912.980469 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -10912.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10923.493164 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -10923.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10941.931641 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -10941.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10950.836914 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -10950.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10967.833008 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -10967.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10976.833008 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -10976.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10984.269531 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -10984.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10987.958008 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -10987.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10989.956055 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -10989.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10990.694336 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -10990.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10990.694336 Penalty: 519.949707
	Iteration 13F: 3 clusters Score -10990.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -261537.093750 Penalty: 394.605896
	Iteration 0F: 2 clusters Score -261537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -257607.281250 Penalty: 789.211792
	Iteration 0F: 3 clusters Score -257607.3 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -259059.906250 Penalty: 789.211792
	Iteration 1F: 3 clusters Score -259059.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -259227.609375 Penalty: 789.211792
	Iteration 2F: 3 clusters Score -259227.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -259465.468750 Penalty: 789.211792
	Iteration 3F: 3 clusters Score -259465.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -259798.515625 Penalty: 789.211792
	Iteration 4F: 3 clusters Score -259798.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260149.734375 Penalty: 789.211792
	Iteration 5F: 3 clusters Score -260149.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -260466.171875 Penalty: 789.211792
	Iteration 6F: 3 clusters Score -260466.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -260715.671875 Penalty: 789.211792
	Iteration 7Q: 3 clusters Score -260715.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -260915.171875 Penalty: 789.211792
	Iteration 8Q: 3 clusters Score -260915.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -261073.343750 Penalty: 789.211792
	Iteration 9Q: 3 clusters Score -261073.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -261196.265625 Penalty: 789.211792
	Iteration 10Q: 3 clusters Score -261196.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -261268.296875 Penalty: 789.211792
	Iteration 11Q: 3 clusters Score -261268.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -261306.093750 Penalty: 789.211792
	Iteration 12Q: 3 clusters Score -261306.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -261326.875000 Penalty: 789.211792
	Iteration 13Q: 3 clusters Score -261326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -261335.062500 Penalty: 789.211792
	Iteration 14Q: 3 clusters Score -261335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -261341.406250 Penalty: 789.211792
	Iteration 15Q: 3 clusters Score -261341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -261346.468750 Penalty: 789.211792
	Iteration 16Q: 3 clusters Score -261346.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -261348.453125 Penalty: 789.211792
	Iteration 17Q: 3 clusters Score -261348.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -261350.718750 Penalty: 789.211792
	Iteration 18Q: 3 clusters Score -261350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -261351.578125 Penalty: 789.211792
	Iteration 19Q: 3 clusters Score -261351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -261352.734375 Penalty: 789.211792
	Iteration 20F: 3 clusters Score -261352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -261354.484375 Penalty: 789.211792
	Iteration 21Q: 3 clusters Score -261354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -261355.296875 Penalty: 789.211792
	Iteration 22Q: 3 clusters Score -261355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -261355.859375 Penalty: 789.211792
	Iteration 23Q: 3 clusters Score -261355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -261355.859375 Penalty: 789.211792
	Iteration 24F: 3 clusters Score -261355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Entering Unmasked Estep 
Score: -4733670.000000 Penalty: 524.234070
	Iteration 0F: 2 clusters Score -4733670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -4666014.500000 Penalty: 1048.468140
	Iteration 0F: 3 clusters Score -4666014 nChanged 49306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -4696460.500000 Penalty: 1048.468140
	Iteration 1F: 3 clusters Score -4696460 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -4697869.000000 Penalty: 1048.468140
	Iteration 2Q: 3 clusters Score -4697869 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -4699944.000000 Penalty: 1048.468140
	Iteration 3F: 3 clusters Score -4699944 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4703194.500000 Penalty: 1048.468140
	Iteration 4F: 3 clusters Score -4703194 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4708287.000000 Penalty: 1048.468140
	Iteration 5F: 3 clusters Score -4708287 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4715623.000000 Penalty: 1048.468140
	Iteration 6F: 3 clusters Score -4715623 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4723635.000000 Penalty: 1048.468140
	Iteration 7F: 3 clusters Score -4723635 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4729363.000000 Penalty: 1048.468140
	Iteration 8F: 3 clusters Score -4729363 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4731941.000000 Penalty: 1048.468140
	Iteration 9Q: 3 clusters Score -4731941 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4732859.000000 Penalty: 1048.468140
	Iteration 10Q: 3 clusters Score -4732859 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4733082.500000 Penalty: 1048.468140
	Iteration 11Q: 3 clusters Score -4733082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4733126.000000 Penalty: 1048.468140
	Iteration 12Q: 3 clusters Score -4733126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4733161.000000 Penalty: 1048.468140
	Iteration 13Q: 3 clusters Score -4733161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4733175.500000 Penalty: 1048.468140
	Iteration 14Q: 3 clusters Score -4733176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4733178.000000 Penalty: 1048.468140
	Iteration 15Q: 3 clusters Score -4733178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4733183.000000 Penalty: 1048.468140
	Iteration 16Q: 3 clusters Score -4733183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4733186.000000 Penalty: 1048.468140
	Iteration 17Q: 3 clusters Score -4733186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4733188.000000 Penalty: 1048.468140
	Iteration 18Q: 3 clusters Score -4733188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4733193.500000 Penalty: 1048.468140
	Iteration 19Q: 3 clusters Score -4733194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4733203.500000 Penalty: 1048.468140
	Iteration 20F: 3 clusters Score -4733204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4733203.000000 Penalty: 1048.468140
	Iteration 21Q: 3 clusters Score -4733203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4733203.000000 Penalty: 1048.468140
	Iteration 22Q: 3 clusters Score -4733203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4733203.000000 Penalty: 1048.468140
	Iteration 23F: 3 clusters Score -4733203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5352.988770 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5352.989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5389.749512 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5389.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5395.881836 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5395.882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5400.121582 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5400.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5400.121582 Penalty: 448.380096
	Iteration 4F: 3 clusters Score -5400.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Entering Unmasked Estep 
Score: -737605.000000 Penalty: 436.886902
	Iteration 0F: 2 clusters Score -737605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -727751.937500 Penalty: 873.773804
	Iteration 0F: 3 clusters Score -727751.9 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -731786.500000 Penalty: 873.773804
	Iteration 1F: 3 clusters Score -731786.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -732188.375000 Penalty: 873.773804
	Iteration 2F: 3 clusters Score -732188.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -732779.625000 Penalty: 873.773804
	Iteration 3F: 3 clusters Score -732779.6 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -733651.062500 Penalty: 873.773804
	Iteration 4F: 3 clusters Score -733651.1 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -734920.625000 Penalty: 873.773804
	Iteration 5F: 3 clusters Score -734920.6 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -736066.625000 Penalty: 873.773804
	Iteration 6F: 3 clusters Score -736066.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -736637.000000 Penalty: 873.773804
	Iteration 7F: 3 clusters Score -736637 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -736849.187500 Penalty: 873.773804
	Iteration 8Q: 3 clusters Score -736849.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -736950.625000 Penalty: 873.773804
	Iteration 9Q: 3 clusters Score -736950.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -737008.125000 Penalty: 873.773804
	Iteration 10Q: 3 clusters Score -737008.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -737048.187500 Penalty: 873.773804
	Iteration 11Q: 3 clusters Score -737048.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -737084.000000 Penalty: 873.773804
	Iteration 12Q: 3 clusters Score -737084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -737117.687500 Penalty: 873.773804
	Iteration 13Q: 3 clusters Score -737117.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -737153.062500 Penalty: 873.773804
	Iteration 14Q: 3 clusters Score -737153.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -737186.250000 Penalty: 873.773804
	Iteration 15Q: 3 clusters Score -737186.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -737216.562500 Penalty: 873.773804
	Iteration 16Q: 3 clusters Score -737216.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -737236.687500 Penalty: 873.773804
	Iteration 17Q: 3 clusters Score -737236.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -737255.500000 Penalty: 873.773804
	Iteration 18Q: 3 clusters Score -737255.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -737267.250000 Penalty: 873.773804
	Iteration 19Q: 3 clusters Score -737267.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -737278.437500 Penalty: 873.773804
	Iteration 20F: 3 clusters Score -737278.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -737285.375000 Penalty: 873.773804
	Iteration 21Q: 3 clusters Score -737285.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -737291.187500 Penalty: 873.773804
	Iteration 22Q: 3 clusters Score -737291.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -737297.687500 Penalty: 873.773804
	Iteration 23Q: 3 clusters Score -737297.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -737302.812500 Penalty: 873.773804
	Iteration 24Q: 3 clusters Score -737302.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -737304.000000 Penalty: 873.773804
	Iteration 25Q: 3 clusters Score -737304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -737306.750000 Penalty: 873.773804
	Iteration 26Q: 3 clusters Score -737306.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -737309.625000 Penalty: 873.773804
	Iteration 27Q: 3 clusters Score -737309.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -737313.687500 Penalty: 873.773804
	Iteration 28Q: 3 clusters Score -737313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -737312.750000 Penalty: 873.773804
	Iteration 29Q: 3 clusters Score -737312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -737314.125000 Penalty: 873.773804
	Iteration 30Q: 3 clusters Score -737314.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -737315.062500 Penalty: 873.773804
	Iteration 31Q: 3 clusters Score -737315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -737316.312500 Penalty: 873.773804
	Iteration 32Q: 3 clusters Score -737316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -737319.250000 Penalty: 873.773804
	Iteration 33Q: 3 clusters Score -737319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -737321.312500 Penalty: 873.773804
	Iteration 34Q: 3 clusters Score -737321.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -737323.062500 Penalty: 873.773804
	Iteration 35Q: 3 clusters Score -737323.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -737323.750000 Penalty: 873.773804
	Iteration 36Q: 3 clusters Score -737323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -737322.750000 Penalty: 873.773804
	Iteration 37Q: 3 clusters Score -737322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -737322.875000 Penalty: 873.773804
	Iteration 38Q: 3 clusters Score -737322.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -737323.937500 Penalty: 873.773804
	Iteration 39Q: 3 clusters Score -737323.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -737326.250000 Penalty: 873.773804
	Iteration 40F: 3 clusters Score -737326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -737327.937500 Penalty: 873.773804
	Iteration 41Q: 3 clusters Score -737327.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -737330.187500 Penalty: 873.773804
	Iteration 42Q: 3 clusters Score -737330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -737331.000000 Penalty: 873.773804
	Iteration 43Q: 3 clusters Score -737331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -737330.500000 Penalty: 873.773804
	Iteration 44Q: 3 clusters Score -737330.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -737331.000000 Penalty: 873.773804
	Iteration 45Q: 3 clusters Score -737331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -737331.000000 Penalty: 873.773804
	Iteration 46F: 3 clusters Score -737331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33184.324219 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33184.32 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -33378.027344 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33378.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -33434.160156 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33434.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -33481.250000 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33481.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -33524.984375 Penalty: 612.414001
	Iteration 4F: 3 clusters Score -33524.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -33556.316406 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33556.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -33574.515625 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33574.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -33590.378906 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33590.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33603.902344 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33603.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -33620.929688 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33620.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -33628.699219 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33635.171875 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33635.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -33640.750000 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33640.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -33648.042969 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33648.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -33651.609375 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33651.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -33654.023438 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -33654.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -33654.753906 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -33654.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -33655.570312 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -33655.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33657.195312 Penalty: 612.414001
	Iteration 18Q: 3 clusters Score -33657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -33657.796875 Penalty: 612.414001
	Iteration 19Q: 3 clusters Score -33657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33657.957031 Penalty: 612.414001
	Iteration 20F: 3 clusters Score -33657.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145962 members 
Entering Unmasked Estep 
Score: -6815257.000000 Penalty: 541.045105
	Iteration 0F: 2 clusters Score -6815257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -6716944.500000 Penalty: 1082.090210
	Iteration 0F: 3 clusters Score -6716944 nChanged 71762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -6764124.500000 Penalty: 1082.090210
	Iteration 1F: 3 clusters Score -6764124 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -6770601.500000 Penalty: 1082.090210
	Iteration 2F: 3 clusters Score -6770602 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -6779977.000000 Penalty: 1082.090210
	Iteration 3F: 3 clusters Score -6779977 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -6789170.000000 Penalty: 1082.090210
	Iteration 4F: 3 clusters Score -6789170 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -6795407.500000 Penalty: 1082.090210
	Iteration 5F: 3 clusters Score -6795408 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -6798889.000000 Penalty: 1082.090210
	Iteration 6Q: 3 clusters Score -6798889 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 123561 members 
Entering Unmasked Estep 
Score: -6801070.000000 Penalty: 1082.090210
	Iteration 7Q: 3 clusters Score -6801070 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -6802645.500000 Penalty: 1082.090210
	Iteration 8Q: 3 clusters Score -6802646 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -6804178.000000 Penalty: 1082.090210
	Iteration 9Q: 3 clusters Score -6804178 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -6805678.500000 Penalty: 1082.090210
	Iteration 10Q: 3 clusters Score -6805678 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -6807445.000000 Penalty: 1082.090210
	Iteration 11Q: 3 clusters Score -6807445 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 137266 members 
Entering Unmasked Estep 
Score: -6809239.500000 Penalty: 1082.090210
	Iteration 12Q: 3 clusters Score -6809240 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -6810731.500000 Penalty: 1082.090210
	Iteration 13Q: 3 clusters Score -6810732 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -6812002.500000 Penalty: 1082.090210
	Iteration 14Q: 3 clusters Score -6812002 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -6813062.500000 Penalty: 1082.090210
	Iteration 15Q: 3 clusters Score -6813062 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -6813738.500000 Penalty: 1082.090210
	Iteration 16Q: 3 clusters Score -6813738 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 144701 members 
Entering Unmasked Estep 
Score: -6814161.500000 Penalty: 1082.090210
	Iteration 17Q: 3 clusters Score -6814162 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 145148 members 
Entering Unmasked Estep 
Score: -6814426.500000 Penalty: 1082.090210
	Iteration 18Q: 3 clusters Score -6814426 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -6814552.500000 Penalty: 1082.090210
	Iteration 19Q: 3 clusters Score -6814552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -6814642.500000 Penalty: 1082.090210
	Iteration 20F: 3 clusters Score -6814642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -6814699.500000 Penalty: 1082.090210
	Iteration 21Q: 3 clusters Score -6814700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 145731 members 
Entering Unmasked Estep 
Score: -6814724.500000 Penalty: 1082.090210
	Iteration 22Q: 3 clusters Score -6814724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -6814746.500000 Penalty: 1082.090210
	Iteration 23Q: 3 clusters Score -6814746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -6814766.000000 Penalty: 1082.090210
	Iteration 24Q: 3 clusters Score -6814766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -6814779.500000 Penalty: 1082.090210
	Iteration 25Q: 3 clusters Score -6814780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -6814792.500000 Penalty: 1082.090210
	Iteration 26Q: 3 clusters Score -6814792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -6814803.500000 Penalty: 1082.090210
	Iteration 27Q: 3 clusters Score -6814804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145818 members 
Entering Unmasked Estep 
Score: -6814805.000000 Penalty: 1082.090210
	Iteration 28Q: 3 clusters Score -6814805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -6814810.000000 Penalty: 1082.090210
	Iteration 29Q: 3 clusters Score -6814810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -6814813.000000 Penalty: 1082.090210
	Iteration 30Q: 3 clusters Score -6814813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -6814812.500000 Penalty: 1082.090210
	Iteration 31Q: 3 clusters Score -6814812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -6814813.000000 Penalty: 1082.090210
	Iteration 32Q: 3 clusters Score -6814813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -6814818.000000 Penalty: 1082.090210
	Iteration 33Q: 3 clusters Score -6814818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145821 members 
Entering Unmasked Estep 
Score: -6814815.500000 Penalty: 1082.090210
	Iteration 34Q: 3 clusters Score -6814816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -6814818.000000 Penalty: 1082.090210
	Iteration 35Q: 3 clusters Score -6814818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -6814821.000000 Penalty: 1082.090210
	Iteration 36Q: 3 clusters Score -6814821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814819.500000 Penalty: 1082.090210
	Iteration 37Q: 3 clusters Score -6814820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145816 members 
Entering Unmasked Estep 
Score: -6814830.000000 Penalty: 1082.090210
	Iteration 38Q: 3 clusters Score -6814830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145818 members 
Entering Unmasked Estep 
Score: -6814826.500000 Penalty: 1082.090210
	Iteration 39Q: 3 clusters Score -6814826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814827.500000 Penalty: 1082.090210
	Iteration 40F: 3 clusters Score -6814828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814836.000000 Penalty: 1082.090210
	Iteration 41Q: 3 clusters Score -6814836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814833.500000 Penalty: 1082.090210
	Iteration 42Q: 3 clusters Score -6814834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -6814840.000000 Penalty: 1082.090210
	Iteration 43Q: 3 clusters Score -6814840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814838.500000 Penalty: 1082.090210
	Iteration 44Q: 3 clusters Score -6814838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -6814838.500000 Penalty: 1082.090210
	Iteration 45F: 3 clusters Score -6814838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -28611.746094 Penalty: 297.551178
	Iteration 0F: 2 clusters Score -28611.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28019.447266 Penalty: 595.102356
	Iteration 0F: 3 clusters Score -28019.45 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28239.632812 Penalty: 595.102356
	Iteration 1F: 3 clusters Score -28239.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28317.669922 Penalty: 595.102356
	Iteration 2F: 3 clusters Score -28317.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28381.656250 Penalty: 595.102356
	Iteration 3F: 3 clusters Score -28381.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28431.115234 Penalty: 595.102356
	Iteration 4F: 3 clusters Score -28431.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28458.417969 Penalty: 595.102356
	Iteration 5F: 3 clusters Score -28458.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28465.050781 Penalty: 595.102356
	Iteration 6Q: 3 clusters Score -28465.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28469.726562 Penalty: 595.102356
	Iteration 7Q: 3 clusters Score -28469.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28473.947266 Penalty: 595.102356
	Iteration 8Q: 3 clusters Score -28473.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28478.947266 Penalty: 595.102356
	Iteration 9Q: 3 clusters Score -28478.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28486.345703 Penalty: 595.102356
	Iteration 10Q: 3 clusters Score -28486.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28488.349609 Penalty: 595.102356
	Iteration 11Q: 3 clusters Score -28488.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28488.603516 Penalty: 595.102356
	Iteration 12Q: 3 clusters Score -28488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28489.265625 Penalty: 595.102356
	Iteration 13Q: 3 clusters Score -28489.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28489.923828 Penalty: 595.102356
	Iteration 14Q: 3 clusters Score -28489.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28489.923828 Penalty: 595.102356
	Iteration 15F: 3 clusters Score -28489.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32042.566406 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -32042.57 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -32327.107422 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32327.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -32385.304688 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32385.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32446.603516 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32446.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32485.046875 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -32485.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32532.371094 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -32532.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32571.021484 Penalty: 608.640259
	Iteration 6F: 3 clusters Score -32571.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32607.423828 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32607.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32681.496094 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32681.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32747.740234 Penalty: 608.640259
	Iteration 9F: 3 clusters Score -32747.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -32797.445312 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32797.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -32829.164062 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -32829.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -32850.460938 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -32850.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -32858.406250 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -32858.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -32862.273438 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -32862.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -32863.585938 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -32863.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -32863.585938 Penalty: 608.640259
	Iteration 16F: 3 clusters Score -32863.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22073 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 158566 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100874 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14793 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145962 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 750 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Mstep: Class 28 contains 53 members 
Entering Unmasked Estep 
Score: -23234928.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23234984.000000 to -23234928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1568.955078 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1568.955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1573.979980 Penalty: 359.563171
	Iteration 1Q: 3 clusters Score -1573.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1573.979980 Penalty: 359.563171
	Iteration 2F: 3 clusters Score -1573.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -136863.734375 Penalty: 365.205597
	Iteration 0F: 2 clusters Score -136863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -134768.218750 Penalty: 730.411194
	Iteration 0F: 3 clusters Score -134768.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -135498.750000 Penalty: 730.411194
	Iteration 1F: 3 clusters Score -135498.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -135589.828125 Penalty: 730.411194
	Iteration 2F: 3 clusters Score -135589.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135657.718750 Penalty: 730.411194
	Iteration 3F: 3 clusters Score -135657.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -135726.734375 Penalty: 730.411194
	Iteration 4Q: 3 clusters Score -135726.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135791.203125 Penalty: 730.411194
	Iteration 5Q: 3 clusters Score -135791.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135840.875000 Penalty: 730.411194
	Iteration 6Q: 3 clusters Score -135840.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -135891.906250 Penalty: 730.411194
	Iteration 7Q: 3 clusters Score -135891.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -135945.890625 Penalty: 730.411194
	Iteration 8Q: 3 clusters Score -135945.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -136001.781250 Penalty: 730.411194
	Iteration 9Q: 3 clusters Score -136001.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -136052.484375 Penalty: 730.411194
	Iteration 10Q: 3 clusters Score -136052.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -136102.562500 Penalty: 730.411194
	Iteration 11Q: 3 clusters Score -136102.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -136139.390625 Penalty: 730.411194
	Iteration 12Q: 3 clusters Score -136139.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -136171.000000 Penalty: 730.411194
	Iteration 13Q: 3 clusters Score -136171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -136192.046875 Penalty: 730.411194
	Iteration 14Q: 3 clusters Score -136192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -136203.578125 Penalty: 730.411194
	Iteration 15Q: 3 clusters Score -136203.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -136217.781250 Penalty: 730.411194
	Iteration 16Q: 3 clusters Score -136217.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -136229.671875 Penalty: 730.411194
	Iteration 17Q: 3 clusters Score -136229.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136239.843750 Penalty: 730.411194
	Iteration 18Q: 3 clusters Score -136239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -136248.859375 Penalty: 730.411194
	Iteration 19Q: 3 clusters Score -136248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136259.015625 Penalty: 730.411194
	Iteration 20F: 3 clusters Score -136259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136268.125000 Penalty: 730.411194
	Iteration 21Q: 3 clusters Score -136268.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136277.468750 Penalty: 730.411194
	Iteration 22Q: 3 clusters Score -136277.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -136286.640625 Penalty: 730.411194
	Iteration 23Q: 3 clusters Score -136286.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -136297.250000 Penalty: 730.411194
	Iteration 24Q: 3 clusters Score -136297.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -136310.625000 Penalty: 730.411194
	Iteration 25Q: 3 clusters Score -136310.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -136322.593750 Penalty: 730.411194
	Iteration 26Q: 3 clusters Score -136322.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -136332.140625 Penalty: 730.411194
	Iteration 27Q: 3 clusters Score -136332.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -136340.968750 Penalty: 730.411194
	Iteration 28Q: 3 clusters Score -136341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136348.437500 Penalty: 730.411194
	Iteration 29Q: 3 clusters Score -136348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136357.531250 Penalty: 730.411194
	Iteration 30Q: 3 clusters Score -136357.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -136367.562500 Penalty: 730.411194
	Iteration 31Q: 3 clusters Score -136367.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136379.015625 Penalty: 730.411194
	Iteration 32Q: 3 clusters Score -136379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136394.062500 Penalty: 730.411194
	Iteration 33Q: 3 clusters Score -136394.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136405.562500 Penalty: 730.411194
	Iteration 34Q: 3 clusters Score -136405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136414.750000 Penalty: 730.411194
	Iteration 35Q: 3 clusters Score -136414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136428.218750 Penalty: 730.411194
	Iteration 36Q: 3 clusters Score -136428.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136435.265625 Penalty: 730.411194
	Iteration 37Q: 3 clusters Score -136435.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -136444.593750 Penalty: 730.411194
	Iteration 38Q: 3 clusters Score -136444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -136456.484375 Penalty: 730.411194
	Iteration 39Q: 3 clusters Score -136456.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136460.546875 Penalty: 730.411194
	Iteration 40F: 3 clusters Score -136460.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136462.812500 Penalty: 730.411194
	Iteration 41Q: 3 clusters Score -136462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136465.328125 Penalty: 730.411194
	Iteration 42Q: 3 clusters Score -136465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -136467.203125 Penalty: 730.411194
	Iteration 43Q: 3 clusters Score -136467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -136470.281250 Penalty: 730.411194
	Iteration 44Q: 3 clusters Score -136470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -136471.171875 Penalty: 730.411194
	Iteration 45Q: 3 clusters Score -136471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136471.640625 Penalty: 730.411194
	Iteration 46Q: 3 clusters Score -136471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -136472.171875 Penalty: 730.411194
	Iteration 47Q: 3 clusters Score -136472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -136472.687500 Penalty: 730.411194
	Iteration 48Q: 3 clusters Score -136472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -136474.718750 Penalty: 730.411194
	Iteration 49Q: 3 clusters Score -136474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -136475.921875 Penalty: 730.411194
	Iteration 50Q: 3 clusters Score -136475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -136476.125000 Penalty: 730.411194
	Iteration 51Q: 3 clusters Score -136476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -136476.390625 Penalty: 730.411194
	Iteration 52Q: 3 clusters Score -136476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -136476.390625 Penalty: 730.411194
	Iteration 53F: 3 clusters Score -136476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13211.961914 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13211.96 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13292.949219 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13292.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13319.667969 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13319.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13331.170898 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13331.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13338.164062 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13338.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13347.306641 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13347.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13353.935547 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13353.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13366.350586 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13366.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13376.802734 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13388.205078 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13388.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13394.001953 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13399.415039 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13399.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13405.923828 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -13405.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13411.207031 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -13411.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13414.598633 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -13414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13417.759766 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -13417.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13425.443359 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -13425.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13426.709961 Penalty: 525.201111
	Iteration 17Q: 3 clusters Score -13426.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13428.433594 Penalty: 525.201111
	Iteration 18Q: 3 clusters Score -13428.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13428.970703 Penalty: 525.201111
	Iteration 19Q: 3 clusters Score -13428.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13429.674805 Penalty: 525.201111
	Iteration 20F: 3 clusters Score -13429.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13430.250000 Penalty: 525.201111
	Iteration 21Q: 3 clusters Score -13430.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13430.250000 Penalty: 525.201111
	Iteration 22F: 3 clusters Score -13430.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -129317.078125 Penalty: 357.848572
	Iteration 0F: 2 clusters Score -129317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -127485.109375 Penalty: 715.697144
	Iteration 0F: 3 clusters Score -127485.1 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -128091.203125 Penalty: 715.697144
	Iteration 1F: 3 clusters Score -128091.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128216.421875 Penalty: 715.697144
	Iteration 2F: 3 clusters Score -128216.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128373.492188 Penalty: 715.697144
	Iteration 3F: 3 clusters Score -128373.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128591.421875 Penalty: 715.697144
	Iteration 4F: 3 clusters Score -128591.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -128771.257812 Penalty: 715.697144
	Iteration 5F: 3 clusters Score -128771.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -128886.351562 Penalty: 715.697144
	Iteration 6Q: 3 clusters Score -128886.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -128943.296875 Penalty: 715.697144
	Iteration 7Q: 3 clusters Score -128943.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -128963.843750 Penalty: 715.697144
	Iteration 8Q: 3 clusters Score -128963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -128973.718750 Penalty: 715.697144
	Iteration 9Q: 3 clusters Score -128973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -128983.085938 Penalty: 715.697144
	Iteration 10Q: 3 clusters Score -128983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -128999.039062 Penalty: 715.697144
	Iteration 11Q: 3 clusters Score -128999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -129011.296875 Penalty: 715.697144
	Iteration 12Q: 3 clusters Score -129011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -129011.906250 Penalty: 715.697144
	Iteration 13Q: 3 clusters Score -129011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -129011.906250 Penalty: 715.697144
	Iteration 14F: 3 clusters Score -129011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22073 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 158566 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100874 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14793 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145962 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235036.000000 Penalty: 16169.891602
Iteration 239Q: 28 clusters Score -2.323504e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22091 members 
Mstep: Class 6 contains 7917 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4433 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 158521 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100874 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14847 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146028 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235096.000000 Penalty: 16169.891602
Iteration 240F: 28 clusters Score -2.32351e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22104 members 
Mstep: Class 6 contains 7849 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 158470 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100881 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146077 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3057 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235068.000000 Penalty: 16169.891602
Iteration 241Q: 28 clusters Score -2.323507e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22120 members 
Mstep: Class 6 contains 7798 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 158394 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100890 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146098 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3058 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235148.000000 Penalty: 16169.891602
Iteration 242Q: 28 clusters Score -2.323515e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22131 members 
Mstep: Class 6 contains 7748 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 158340 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100893 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146127 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235184.000000 Penalty: 16169.891602
Iteration 243Q: 28 clusters Score -2.323518e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22148 members 
Mstep: Class 6 contains 7694 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 158287 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100891 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15048 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146142 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235218.000000 Penalty: 16169.891602
Iteration 244Q: 28 clusters Score -2.323522e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22161 members 
Mstep: Class 6 contains 7650 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4452 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 158228 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 100896 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15087 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146145 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235248.000000 Penalty: 16169.891602
Iteration 245Q: 28 clusters Score -2.323525e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22175 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 158180 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 100901 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15117 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146161 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3043 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235262.000000 Penalty: 16169.891602
Iteration 246Q: 28 clusters Score -2.323526e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22195 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 158154 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100905 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15144 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146175 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235278.000000 Penalty: 16169.891602
Iteration 247Q: 28 clusters Score -2.323528e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22211 members 
Mstep: Class 6 contains 7532 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 158128 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100911 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15184 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146154 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235270.000000 Penalty: 16169.891602
Iteration 248Q: 28 clusters Score -2.323527e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 2426 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22229 members 
Mstep: Class 6 contains 7489 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 158101 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 100917 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146131 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235332.000000 Penalty: 16169.891602
Iteration 249Q: 28 clusters Score -2.323533e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22246 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 158081 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 100921 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15268 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146101 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3041 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235380.000000 Penalty: 16169.891602
Iteration 250Q: 28 clusters Score -2.323538e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4465 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 158055 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100931 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15308 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146077 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235398.000000 Penalty: 16169.891602
Iteration 251Q: 28 clusters Score -2.32354e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22276 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 158045 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100943 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15349 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146045 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235430.000000 Penalty: 16169.891602
Iteration 252Q: 28 clusters Score -2.323543e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22302 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4460 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 158012 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100953 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146006 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235508.000000 Penalty: 16169.891602
Iteration 253Q: 28 clusters Score -2.323551e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22331 members 
Mstep: Class 6 contains 7306 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4453 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 158008 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100962 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15418 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145965 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235520.000000 Penalty: 16169.891602
Iteration 254Q: 28 clusters Score -2.323552e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 7268 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 157999 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100966 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15444 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145938 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235546.000000 Penalty: 16169.891602
Iteration 255Q: 28 clusters Score -2.323555e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22403 members 
Mstep: Class 6 contains 7224 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 158003 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100971 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15472 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145911 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235490.000000 Penalty: 16169.891602
Iteration 256Q: 28 clusters Score -2.323549e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22428 members 
Mstep: Class 6 contains 7184 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 158005 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 100971 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15496 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145884 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235500.000000 Penalty: 16169.891602
Iteration 257Q: 28 clusters Score -2.32355e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 158007 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15518 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145849 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235518.000000 Penalty: 16169.891602
Iteration 258Q: 28 clusters Score -2.323552e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22488 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 157980 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15541 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145846 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235528.000000 Penalty: 16169.891602
Iteration 259Q: 28 clusters Score -2.323553e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22503 members 
Mstep: Class 6 contains 7063 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 157960 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15564 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145838 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235534.000000 Penalty: 16169.891602
Iteration 260F: 28 clusters Score -2.323553e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22519 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1713 members 
Mstep: Class 13 contains 157937 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100978 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15585 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145824 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235554.000000 Penalty: 16169.891602
Iteration 261Q: 28 clusters Score -2.323555e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22524 members 
Mstep: Class 6 contains 6997 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 157938 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100975 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145820 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235556.000000 Penalty: 16169.891602
Iteration 262Q: 28 clusters Score -2.323556e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 157969 members 
Mstep: Class 14 contains 2353 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100975 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145817 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235598.000000 Penalty: 16169.891602
Iteration 263Q: 28 clusters Score -2.32356e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 6911 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 157983 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15623 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145833 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235638.000000 Penalty: 16169.891602
Iteration 264Q: 28 clusters Score -2.323564e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 6854 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 157991 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145853 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235648.000000 Penalty: 16169.891602
Iteration 265Q: 28 clusters Score -2.323565e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 158001 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145871 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235676.000000 Penalty: 16169.891602
Iteration 266Q: 28 clusters Score -2.323568e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 158003 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15634 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145893 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235626.000000 Penalty: 16169.891602
Iteration 267Q: 28 clusters Score -2.323563e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 157986 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15641 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145912 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235604.000000 Penalty: 16169.891602
Iteration 268Q: 28 clusters Score -2.32356e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 3268 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22649 members 
Mstep: Class 6 contains 6670 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 157944 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 100982 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145952 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235568.000000 Penalty: 16169.891602
Iteration 269Q: 28 clusters Score -2.323557e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 3287 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 157903 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 100983 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15662 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145992 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235484.000000 Penalty: 16169.891602
Iteration 270Q: 28 clusters Score -2.323548e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22699 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 157859 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 100983 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15675 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146019 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235452.000000 Penalty: 16169.891602
Iteration 271Q: 28 clusters Score -2.323545e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 3331 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 157789 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 303 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100989 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15696 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146052 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235468.000000 Penalty: 16169.891602
Iteration 272Q: 28 clusters Score -2.323547e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 3360 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22734 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 157731 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 100990 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15718 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146075 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3037 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235502.000000 Penalty: 16169.891602
Iteration 273Q: 28 clusters Score -2.32355e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22749 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4404 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 157671 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 5829 members 
Mstep: Class 17 contains 100986 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15739 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146099 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235542.000000 Penalty: 16169.891602
Iteration 274Q: 28 clusters Score -2.323554e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22764 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4403 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 157629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 100985 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15757 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146113 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3039 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235598.000000 Penalty: 16169.891602
Iteration 275Q: 28 clusters Score -2.32356e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 6506 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 157629 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 5827 members 
Mstep: Class 17 contains 100985 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146105 members 
Mstep: Class 22 contains 687 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235608.000000 Penalty: 16169.891602
Iteration 276Q: 28 clusters Score -2.323561e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22778 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 157626 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 100985 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15774 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146103 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235656.000000 Penalty: 16169.891602
Iteration 277Q: 28 clusters Score -2.323566e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 3522 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22776 members 
Mstep: Class 6 contains 6434 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2162 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 13 contains 157631 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100986 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146123 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235626.000000 Penalty: 16169.891602
Iteration 278Q: 28 clusters Score -2.323563e+07 nChanged 168
Entering ConstructFrom: 
Score: -23235626.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (37778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Entering Unmasked Estep 
Score: -1664848.250000 Penalty: 479.546448
	Iteration 0F: 2 clusters Score -1664848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1639530.625000 Penalty: 959.092896
	Iteration 0F: 3 clusters Score -1639531 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1650501.000000 Penalty: 959.092896
	Iteration 1F: 3 clusters Score -1650501 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1651220.500000 Penalty: 959.092896
	Iteration 2Q: 3 clusters Score -1651220 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1652060.875000 Penalty: 959.092896
	Iteration 3F: 3 clusters Score -1652061 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1652973.250000 Penalty: 959.092896
	Iteration 4F: 3 clusters Score -1652973 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1653907.625000 Penalty: 959.092896
	Iteration 5F: 3 clusters Score -1653908 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1654829.125000 Penalty: 959.092896
	Iteration 6F: 3 clusters Score -1654829 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1655644.250000 Penalty: 959.092896
	Iteration 7Q: 3 clusters Score -1655644 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1656334.500000 Penalty: 959.092896
	Iteration 8Q: 3 clusters Score -1656334 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1656794.500000 Penalty: 959.092896
	Iteration 9Q: 3 clusters Score -1656794 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1657093.625000 Penalty: 959.092896
	Iteration 10Q: 3 clusters Score -1657094 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1657269.000000 Penalty: 959.092896
	Iteration 11Q: 3 clusters Score -1657269 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1657374.875000 Penalty: 959.092896
	Iteration 12Q: 3 clusters Score -1657375 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1657464.125000 Penalty: 959.092896
	Iteration 13Q: 3 clusters Score -1657464 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1657536.750000 Penalty: 959.092896
	Iteration 14Q: 3 clusters Score -1657537 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1657606.000000 Penalty: 959.092896
	Iteration 15Q: 3 clusters Score -1657606 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1657660.375000 Penalty: 959.092896
	Iteration 16Q: 3 clusters Score -1657660 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1657701.500000 Penalty: 959.092896
	Iteration 17Q: 3 clusters Score -1657702 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1657763.625000 Penalty: 959.092896
	Iteration 18Q: 3 clusters Score -1657764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1657834.375000 Penalty: 959.092896
	Iteration 19Q: 3 clusters Score -1657834 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1657900.625000 Penalty: 959.092896
	Iteration 20F: 3 clusters Score -1657901 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1657991.000000 Penalty: 959.092896
	Iteration 21Q: 3 clusters Score -1657991 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1658107.000000 Penalty: 959.092896
	Iteration 22Q: 3 clusters Score -1658107 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1658263.000000 Penalty: 959.092896
	Iteration 23Q: 3 clusters Score -1658263 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1658457.500000 Penalty: 959.092896
	Iteration 24Q: 3 clusters Score -1658458 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1658786.250000 Penalty: 959.092896
	Iteration 25Q: 3 clusters Score -1658786 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1659303.250000 Penalty: 959.092896
	Iteration 26Q: 3 clusters Score -1659303 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1660154.250000 Penalty: 959.092896
	Iteration 27Q: 3 clusters Score -1660154 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1661199.125000 Penalty: 959.092896
	Iteration 28Q: 3 clusters Score -1661199 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1662029.000000 Penalty: 959.092896
	Iteration 29Q: 3 clusters Score -1662029 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1662539.250000 Penalty: 959.092896
	Iteration 30Q: 3 clusters Score -1662539 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1662859.875000 Penalty: 959.092896
	Iteration 31Q: 3 clusters Score -1662860 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1663106.875000 Penalty: 959.092896
	Iteration 32Q: 3 clusters Score -1663107 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1663287.000000 Penalty: 959.092896
	Iteration 33Q: 3 clusters Score -1663287 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1663415.375000 Penalty: 959.092896
	Iteration 34Q: 3 clusters Score -1663415 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1663505.625000 Penalty: 959.092896
	Iteration 35Q: 3 clusters Score -1663506 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1663581.375000 Penalty: 959.092896
	Iteration 36Q: 3 clusters Score -1663581 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1663648.250000 Penalty: 959.092896
	Iteration 37Q: 3 clusters Score -1663648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1663716.000000 Penalty: 959.092896
	Iteration 38Q: 3 clusters Score -1663716 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1663781.125000 Penalty: 959.092896
	Iteration 39Q: 3 clusters Score -1663781 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1663832.625000 Penalty: 959.092896
	Iteration 40F: 3 clusters Score -1663833 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1663858.375000 Penalty: 959.092896
	Iteration 41Q: 3 clusters Score -1663858 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1663894.000000 Penalty: 959.092896
	Iteration 42Q: 3 clusters Score -1663894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1663927.625000 Penalty: 959.092896
	Iteration 43Q: 3 clusters Score -1663928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1663957 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1663990 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1664012.375000 Penalty: 959.092896
	Iteration 46Q: 3 clusters Score -1664012 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1664035.000000 Penalty: 959.092896
	Iteration 47Q: 3 clusters Score -1664035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1664046.500000 Penalty: 959.092896
	Iteration 48Q: 3 clusters Score -1664046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1664056.375000 Penalty: 959.092896
	Iteration 49Q: 3 clusters Score -1664056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1664069.875000 Penalty: 959.092896
	Iteration 50Q: 3 clusters Score -1664070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1664079.625000 Penalty: 959.092896
	Iteration 51Q: 3 clusters Score -1664080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1664084.125000 Penalty: 959.092896
	Iteration 52Q: 3 clusters Score -1664084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1664097.875000 Penalty: 959.092896
	Iteration 53Q: 3 clusters Score -1664098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1664105.750000 Penalty: 959.092896
	Iteration 54Q: 3 clusters Score -1664106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1664107.875000 Penalty: 959.092896
	Iteration 55Q: 3 clusters Score -1664108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1664116.000000 Penalty: 959.092896
	Iteration 56Q: 3 clusters Score -1664116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1664115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1664113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1664120.125000 Penalty: 959.092896
	Iteration 59Q: 3 clusters Score -1664120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1664124.000000 Penalty: 959.092896
	Iteration 60F: 3 clusters Score -1664124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1664124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1664132.000000 Penalty: 959.092896
	Iteration 62Q: 3 clusters Score -1664132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1664129.875000 Penalty: 959.092896
	Iteration 63Q: 3 clusters Score -1664130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1664132.750000 Penalty: 959.092896
	Iteration 64Q: 3 clusters Score -1664133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1664134.625000 Penalty: 959.092896
	Iteration 65Q: 3 clusters Score -1664135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1664137.250000 Penalty: 959.092896
	Iteration 66Q: 3 clusters Score -1664137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1664136.125000 Penalty: 959.092896
	Iteration 67Q: 3 clusters Score -1664136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1664138.750000 Penalty: 959.092896
	Iteration 68Q: 3 clusters Score -1664139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1664138.875000 Penalty: 959.092896
	Iteration 69Q: 3 clusters Score -1664139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1664140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1664137 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1664134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1664133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1664134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1664135.625000 Penalty: 959.092896
	Iteration 75Q: 3 clusters Score -1664136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1664135.875000 Penalty: 959.092896
	Iteration 76Q: 3 clusters Score -1664136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1664139.125000 Penalty: 959.092896
	Iteration 77Q: 3 clusters Score -1664139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1664137.500000 Penalty: 959.092896
	Iteration 78Q: 3 clusters Score -1664138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1664137.125000 Penalty: 959.092896
	Iteration 79Q: 3 clusters Score -1664137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1664137.625000 Penalty: 959.092896
	Iteration 80F: 3 clusters Score -1664138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1664135.250000 Penalty: 959.092896
	Iteration 81Q: 3 clusters Score -1664135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1664137.750000 Penalty: 959.092896
	Iteration 82Q: 3 clusters Score -1664138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1664140.500000 Penalty: 959.092896
	Iteration 83Q: 3 clusters Score -1664140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1664144.625000 Penalty: 959.092896
	Iteration 84Q: 3 clusters Score -1664145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1664146.750000 Penalty: 959.092896
	Iteration 85Q: 3 clusters Score -1664147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1664150.250000 Penalty: 959.092896
	Iteration 86Q: 3 clusters Score -1664150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1664158.750000 Penalty: 959.092896
	Iteration 87Q: 3 clusters Score -1664159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1664156.250000 Penalty: 959.092896
	Iteration 88Q: 3 clusters Score -1664156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1664158.375000 Penalty: 959.092896
	Iteration 89Q: 3 clusters Score -1664158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1664157.625000 Penalty: 959.092896
	Iteration 90Q: 3 clusters Score -1664158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1664158.625000 Penalty: 959.092896
	Iteration 91Q: 3 clusters Score -1664159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1664161.750000 Penalty: 959.092896
	Iteration 92Q: 3 clusters Score -1664162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1664160.500000 Penalty: 959.092896
	Iteration 93Q: 3 clusters Score -1664160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1664162.000000 Penalty: 959.092896
	Iteration 94Q: 3 clusters Score -1664162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1664154.750000 Penalty: 959.092896
	Iteration 95Q: 3 clusters Score -1664155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1664158.750000 Penalty: 959.092896
	Iteration 96Q: 3 clusters Score -1664159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1664161.250000 Penalty: 959.092896
	Iteration 97Q: 3 clusters Score -1664161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1664161.750000 Penalty: 959.092896
	Iteration 98Q: 3 clusters Score -1664162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1664165.875000 Penalty: 959.092896
	Iteration 99Q: 3 clusters Score -1664166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1664163.750000 Penalty: 959.092896
	Iteration 100F: 3 clusters Score -1664164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1664165.875000 Penalty: 959.092896
	Iteration 101Q: 3 clusters Score -1664166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1664165.125000 Penalty: 959.092896
	Iteration 102Q: 3 clusters Score -1664165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1664160.250000 Penalty: 959.092896
	Iteration 103Q: 3 clusters Score -1664160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1664162.250000 Penalty: 959.092896
	Iteration 104Q: 3 clusters Score -1664162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1664163.375000 Penalty: 959.092896
	Iteration 105Q: 3 clusters Score -1664163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1664162.875000 Penalty: 959.092896
	Iteration 106Q: 3 clusters Score -1664163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1664162.250000 Penalty: 959.092896
	Iteration 107Q: 3 clusters Score -1664162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1664163.625000 Penalty: 959.092896
	Iteration 108Q: 3 clusters Score -1664164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1664167.125000 Penalty: 959.092896
	Iteration 109Q: 3 clusters Score -1664167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1664169.750000 Penalty: 959.092896
	Iteration 110Q: 3 clusters Score -1664170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1664166.625000 Penalty: 959.092896
	Iteration 111Q: 3 clusters Score -1664167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1664169.375000 Penalty: 959.092896
	Iteration 112Q: 3 clusters Score -1664169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1664168.250000 Penalty: 959.092896
	Iteration 113Q: 3 clusters Score -1664168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1664167.125000 Penalty: 959.092896
	Iteration 114Q: 3 clusters Score -1664167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1664168.250000 Penalty: 959.092896
	Iteration 115Q: 3 clusters Score -1664168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1664168.125000 Penalty: 959.092896
	Iteration 116Q: 3 clusters Score -1664168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1664165.875000 Penalty: 959.092896
	Iteration 117Q: 3 clusters Score -1664166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1664168.125000 Penalty: 959.092896
	Iteration 118Q: 3 clusters Score -1664168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1664167.250000 Penalty: 959.092896
	Iteration 119Q: 3 clusters Score -1664167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1664171.000000 Penalty: 959.092896
	Iteration 120F: 3 clusters Score -1664171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1664168.750000 Penalty: 959.092896
	Iteration 121Q: 3 clusters Score -1664169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1664172.875000 Penalty: 959.092896
	Iteration 122Q: 3 clusters Score -1664173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1664172.250000 Penalty: 959.092896
	Iteration 123Q: 3 clusters Score -1664172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1664174.750000 Penalty: 959.092896
	Iteration 124Q: 3 clusters Score -1664175 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1664174.750000 Penalty: 959.092896
	Iteration 125F: 3 clusters Score -1664175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -166906.296875 Penalty: 371.897675
	Iteration 0F: 2 clusters Score -166906.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -164478.937500 Penalty: 743.795349
	Iteration 0F: 3 clusters Score -164478.9 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -165413.453125 Penalty: 743.795349
	Iteration 1F: 3 clusters Score -165413.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -165548.250000 Penalty: 743.795349
	Iteration 2F: 3 clusters Score -165548.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -165664.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -165765.171875 Penalty: 743.795349
	Iteration 4F: 3 clusters Score -165765.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -165892.609375 Penalty: 743.795349
	Iteration 5F: 3 clusters Score -165892.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -166052.406250 Penalty: 743.795349
	Iteration 6F: 3 clusters Score -166052.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -166197.937500 Penalty: 743.795349
	Iteration 7F: 3 clusters Score -166197.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -166286.265625 Penalty: 743.795349
	Iteration 8Q: 3 clusters Score -166286.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166330.281250 Penalty: 743.795349
	Iteration 9Q: 3 clusters Score -166330.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166349.468750 Penalty: 743.795349
	Iteration 10Q: 3 clusters Score -166349.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166360.312500 Penalty: 743.795349
	Iteration 11Q: 3 clusters Score -166360.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -166375.093750 Penalty: 743.795349
	Iteration 12Q: 3 clusters Score -166375.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166392.875000 Penalty: 743.795349
	Iteration 13Q: 3 clusters Score -166392.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -166413.718750 Penalty: 743.795349
	Iteration 14Q: 3 clusters Score -166413.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166442.750000 Penalty: 743.795349
	Iteration 15Q: 3 clusters Score -166442.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -166465.515625 Penalty: 743.795349
	Iteration 16Q: 3 clusters Score -166465.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166483.031250 Penalty: 743.795349
	Iteration 17Q: 3 clusters Score -166483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166496.500000 Penalty: 743.795349
	Iteration 18Q: 3 clusters Score -166496.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166517.359375 Penalty: 743.795349
	Iteration 19Q: 3 clusters Score -166517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166534.703125 Penalty: 743.795349
	Iteration 20F: 3 clusters Score -166534.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -166545.984375 Penalty: 743.795349
	Iteration 21Q: 3 clusters Score -166546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -166554.437500 Penalty: 743.795349
	Iteration 22Q: 3 clusters Score -166554.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -166562.984375 Penalty: 743.795349
	Iteration 23Q: 3 clusters Score -166563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -166571.625000 Penalty: 743.795349
	Iteration 24Q: 3 clusters Score -166571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -166578.328125 Penalty: 743.795349
	Iteration 25Q: 3 clusters Score -166578.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -166583.687500 Penalty: 743.795349
	Iteration 26Q: 3 clusters Score -166583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -166588.046875 Penalty: 743.795349
	Iteration 27Q: 3 clusters Score -166588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -166591.875000 Penalty: 743.795349
	Iteration 28Q: 3 clusters Score -166591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -166594.000000 Penalty: 743.795349
	Iteration 29Q: 3 clusters Score -166594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -166594.921875 Penalty: 743.795349
	Iteration 30Q: 3 clusters Score -166594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -166595.500000 Penalty: 743.795349
	Iteration 31Q: 3 clusters Score -166595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -166596.390625 Penalty: 743.795349
	Iteration 32Q: 3 clusters Score -166596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -166597.546875 Penalty: 743.795349
	Iteration 33Q: 3 clusters Score -166597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -166599.218750 Penalty: 743.795349
	Iteration 34Q: 3 clusters Score -166599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -166600.375000 Penalty: 743.795349
	Iteration 35Q: 3 clusters Score -166600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -166601.921875 Penalty: 743.795349
	Iteration 36Q: 3 clusters Score -166601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -166602.359375 Penalty: 743.795349
	Iteration 37Q: 3 clusters Score -166602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -166603.218750 Penalty: 743.795349
	Iteration 38Q: 3 clusters Score -166603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -166605.078125 Penalty: 743.795349
	Iteration 39Q: 3 clusters Score -166605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -166605.562500 Penalty: 743.795349
	Iteration 40F: 3 clusters Score -166605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -166606.218750 Penalty: 743.795349
	Iteration 41Q: 3 clusters Score -166606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -166606.375000 Penalty: 743.795349
	Iteration 42Q: 3 clusters Score -166606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -166606.375000 Penalty: 743.795349
	Iteration 43F: 3 clusters Score -166606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -19284.365234 Penalty: 276.532745
	Iteration 0F: 2 clusters Score -19284.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18822.736328 Penalty: 553.065491
	Iteration 0F: 3 clusters Score -18822.74 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18919.125000 Penalty: 553.065491
	Iteration 1F: 3 clusters Score -18919.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18952.142578 Penalty: 553.065491
	Iteration 2F: 3 clusters Score -18952.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18978.062500 Penalty: 553.065491
	Iteration 3F: 3 clusters Score -18978.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18993.255859 Penalty: 553.065491
	Iteration 4Q: 3 clusters Score -18993.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19022.820312 Penalty: 553.065491
	Iteration 5F: 3 clusters Score -19022.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -19050.828125 Penalty: 553.065491
	Iteration 6F: 3 clusters Score -19050.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19071.175781 Penalty: 553.065491
	Iteration 7F: 3 clusters Score -19071.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19085.552734 Penalty: 553.065491
	Iteration 8Q: 3 clusters Score -19085.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19108.125000 Penalty: 553.065491
	Iteration 9Q: 3 clusters Score -19108.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19117.515625 Penalty: 553.065491
	Iteration 10Q: 3 clusters Score -19117.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19131.289062 Penalty: 553.065491
	Iteration 11Q: 3 clusters Score -19131.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19144.058594 Penalty: 553.065491
	Iteration 12Q: 3 clusters Score -19144.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19149.564453 Penalty: 553.065491
	Iteration 13Q: 3 clusters Score -19149.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19157.814453 Penalty: 553.065491
	Iteration 14Q: 3 clusters Score -19157.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19160.894531 Penalty: 553.065491
	Iteration 15Q: 3 clusters Score -19160.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19161.371094 Penalty: 553.065491
	Iteration 16Q: 3 clusters Score -19161.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19161.722656 Penalty: 553.065491
	Iteration 17Q: 3 clusters Score -19161.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19161.722656 Penalty: 553.065491
	Iteration 18F: 3 clusters Score -19161.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9390.103516 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9390.104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9462.423828 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9462.424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9483.759766 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9483.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9493.804688 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9493.805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9501.296875 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9501.297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9506.204102 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9506.204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9522.825195 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9522.825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9525.216797 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9525.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9525.771484 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9525.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9525.771484 Penalty: 497.593475
	Iteration 9F: 3 clusters Score -9525.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Entering Unmasked Estep 
Score: -1094459.750000 Penalty: 456.532532
	Iteration 0F: 2 clusters Score -1094460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1079327.875000 Penalty: 913.065063
	Iteration 0F: 3 clusters Score -1079328 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1086098.125000 Penalty: 913.065063
	Iteration 1F: 3 clusters Score -1086098 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1086926.125000 Penalty: 913.065063
	Iteration 2F: 3 clusters Score -1086926 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1088033.250000 Penalty: 913.065063
	Iteration 3F: 3 clusters Score -1088033 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1089376.250000 Penalty: 913.065063
	Iteration 4F: 3 clusters Score -1089376 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1090686.750000 Penalty: 913.065063
	Iteration 5F: 3 clusters Score -1090687 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1091735.125000 Penalty: 913.065063
	Iteration 6F: 3 clusters Score -1091735 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1092482.250000 Penalty: 913.065063
	Iteration 7Q: 3 clusters Score -1092482 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1092959.250000 Penalty: 913.065063
	Iteration 8Q: 3 clusters Score -1092959 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1093257.250000 Penalty: 913.065063
	Iteration 9Q: 3 clusters Score -1093257 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1093453.875000 Penalty: 913.065063
	Iteration 10Q: 3 clusters Score -1093454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1093616.375000 Penalty: 913.065063
	Iteration 11Q: 3 clusters Score -1093616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1093769.500000 Penalty: 913.065063
	Iteration 12Q: 3 clusters Score -1093770 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1093876.500000 Penalty: 913.065063
	Iteration 13Q: 3 clusters Score -1093876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1093956.125000 Penalty: 913.065063
	Iteration 14Q: 3 clusters Score -1093956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1094003.875000 Penalty: 913.065063
	Iteration 15Q: 3 clusters Score -1094004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1094035.125000 Penalty: 913.065063
	Iteration 16Q: 3 clusters Score -1094035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1094058.375000 Penalty: 913.065063
	Iteration 17Q: 3 clusters Score -1094058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1094067.250000 Penalty: 913.065063
	Iteration 18Q: 3 clusters Score -1094067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1094078.375000 Penalty: 913.065063
	Iteration 19Q: 3 clusters Score -1094078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1094089.500000 Penalty: 913.065063
	Iteration 20F: 3 clusters Score -1094090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1094103.375000 Penalty: 913.065063
	Iteration 21Q: 3 clusters Score -1094103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1094109.000000 Penalty: 913.065063
	Iteration 22Q: 3 clusters Score -1094109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1094116.000000 Penalty: 913.065063
	Iteration 23Q: 3 clusters Score -1094116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1094127.500000 Penalty: 913.065063
	Iteration 24Q: 3 clusters Score -1094128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1094135.125000 Penalty: 913.065063
	Iteration 25Q: 3 clusters Score -1094135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1094140.875000 Penalty: 913.065063
	Iteration 26Q: 3 clusters Score -1094141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1094143.000000 Penalty: 913.065063
	Iteration 27Q: 3 clusters Score -1094143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1094147.500000 Penalty: 913.065063
	Iteration 28Q: 3 clusters Score -1094148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1094151.375000 Penalty: 913.065063
	Iteration 29Q: 3 clusters Score -1094151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1094155.250000 Penalty: 913.065063
	Iteration 30Q: 3 clusters Score -1094155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1094161.625000 Penalty: 913.065063
	Iteration 31Q: 3 clusters Score -1094162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1094166.375000 Penalty: 913.065063
	Iteration 32Q: 3 clusters Score -1094166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1094167.000000 Penalty: 913.065063
	Iteration 33Q: 3 clusters Score -1094167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1094167.250000 Penalty: 913.065063
	Iteration 34Q: 3 clusters Score -1094167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1094167.750000 Penalty: 913.065063
	Iteration 35Q: 3 clusters Score -1094168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1094169.500000 Penalty: 913.065063
	Iteration 36Q: 3 clusters Score -1094170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1094170.125000 Penalty: 913.065063
	Iteration 37Q: 3 clusters Score -1094170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1094171.625000 Penalty: 913.065063
	Iteration 38Q: 3 clusters Score -1094172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1094171.750000 Penalty: 913.065063
	Iteration 39Q: 3 clusters Score -1094172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1094174.125000 Penalty: 913.065063
	Iteration 40F: 3 clusters Score -1094174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -316623.218750 Penalty: 398.757324
	Iteration 0F: 2 clusters Score -316623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -312342.250000 Penalty: 797.514648
	Iteration 0F: 3 clusters Score -312342.2 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -313995.093750 Penalty: 797.514648
	Iteration 1F: 3 clusters Score -313995.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -314122.531250 Penalty: 797.514648
	Iteration 2F: 3 clusters Score -314122.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -314268.781250 Penalty: 797.514648
	Iteration 3Q: 3 clusters Score -314268.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -314440.500000 Penalty: 797.514648
	Iteration 4Q: 3 clusters Score -314440.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -314654.343750 Penalty: 797.514648
	Iteration 5F: 3 clusters Score -314654.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -314877.781250 Penalty: 797.514648
	Iteration 6F: 3 clusters Score -314877.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -315134.062500 Penalty: 797.514648
	Iteration 7F: 3 clusters Score -315134.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -315348.718750 Penalty: 797.514648
	Iteration 8F: 3 clusters Score -315348.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -315483.812500 Penalty: 797.514648
	Iteration 9Q: 3 clusters Score -315483.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -315551.437500 Penalty: 797.514648
	Iteration 10Q: 3 clusters Score -315551.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -315583.531250 Penalty: 797.514648
	Iteration 11Q: 3 clusters Score -315583.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -315601.875000 Penalty: 797.514648
	Iteration 12Q: 3 clusters Score -315601.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -315618.875000 Penalty: 797.514648
	Iteration 13Q: 3 clusters Score -315618.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -315637.062500 Penalty: 797.514648
	Iteration 14Q: 3 clusters Score -315637.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -315651.593750 Penalty: 797.514648
	Iteration 15Q: 3 clusters Score -315651.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -315668.843750 Penalty: 797.514648
	Iteration 16Q: 3 clusters Score -315668.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -315686.750000 Penalty: 797.514648
	Iteration 17Q: 3 clusters Score -315686.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -315704.250000 Penalty: 797.514648
	Iteration 18Q: 3 clusters Score -315704.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -315724.125000 Penalty: 797.514648
	Iteration 19Q: 3 clusters Score -315724.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -315738.468750 Penalty: 797.514648
	Iteration 20F: 3 clusters Score -315738.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -315748.906250 Penalty: 797.514648
	Iteration 21Q: 3 clusters Score -315748.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -315760.031250 Penalty: 797.514648
	Iteration 22Q: 3 clusters Score -315760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -315771.500000 Penalty: 797.514648
	Iteration 23Q: 3 clusters Score -315771.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -315783.375000 Penalty: 797.514648
	Iteration 24Q: 3 clusters Score -315783.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -315793.468750 Penalty: 797.514648
	Iteration 25Q: 3 clusters Score -315793.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -315800.875000 Penalty: 797.514648
	Iteration 26Q: 3 clusters Score -315800.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -315807.968750 Penalty: 797.514648
	Iteration 27Q: 3 clusters Score -315808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -315816.812500 Penalty: 797.514648
	Iteration 28Q: 3 clusters Score -315816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -315826.718750 Penalty: 797.514648
	Iteration 29Q: 3 clusters Score -315826.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -315842.812500 Penalty: 797.514648
	Iteration 30Q: 3 clusters Score -315842.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -315861.500000 Penalty: 797.514648
	Iteration 31Q: 3 clusters Score -315861.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -315886.375000 Penalty: 797.514648
	Iteration 32Q: 3 clusters Score -315886.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -315905.406250 Penalty: 797.514648
	Iteration 33Q: 3 clusters Score -315905.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -315924.562500 Penalty: 797.514648
	Iteration 34Q: 3 clusters Score -315924.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -315938.593750 Penalty: 797.514648
	Iteration 35Q: 3 clusters Score -315938.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -315952.875000 Penalty: 797.514648
	Iteration 36Q: 3 clusters Score -315952.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -315973.906250 Penalty: 797.514648
	Iteration 37Q: 3 clusters Score -315973.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -315992.718750 Penalty: 797.514648
	Iteration 38Q: 3 clusters Score -315992.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -316003.718750 Penalty: 797.514648
	Iteration 39Q: 3 clusters Score -316003.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -316010.437500 Penalty: 797.514648
	Iteration 40F: 3 clusters Score -316010.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -316018.531250 Penalty: 797.514648
	Iteration 41Q: 3 clusters Score -316018.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -316026.968750 Penalty: 797.514648
	Iteration 42Q: 3 clusters Score -316027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -316034.625000 Penalty: 797.514648
	Iteration 43Q: 3 clusters Score -316034.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -316039.625000 Penalty: 797.514648
	Iteration 44Q: 3 clusters Score -316039.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -316043.906250 Penalty: 797.514648
	Iteration 45Q: 3 clusters Score -316043.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -316051.656250 Penalty: 797.514648
	Iteration 46Q: 3 clusters Score -316051.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -316057.968750 Penalty: 797.514648
	Iteration 47Q: 3 clusters Score -316058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -316067.312500 Penalty: 797.514648
	Iteration 48Q: 3 clusters Score -316067.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -316071.625000 Penalty: 797.514648
	Iteration 49Q: 3 clusters Score -316071.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -316073.687500 Penalty: 797.514648
	Iteration 50Q: 3 clusters Score -316073.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -316075.812500 Penalty: 797.514648
	Iteration 51Q: 3 clusters Score -316075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -316077.187500 Penalty: 797.514648
	Iteration 52Q: 3 clusters Score -316077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -316078.250000 Penalty: 797.514648
	Iteration 53Q: 3 clusters Score -316078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -316078.656250 Penalty: 797.514648
	Iteration 54Q: 3 clusters Score -316078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -316079.593750 Penalty: 797.514648
	Iteration 55Q: 3 clusters Score -316079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -316080.593750 Penalty: 797.514648
	Iteration 56Q: 3 clusters Score -316080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -316081.468750 Penalty: 797.514648
	Iteration 57Q: 3 clusters Score -316081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -316082.687500 Penalty: 797.514648
	Iteration 58Q: 3 clusters Score -316082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -316084.281250 Penalty: 797.514648
	Iteration 59Q: 3 clusters Score -316084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -316086.968750 Penalty: 797.514648
	Iteration 60F: 3 clusters Score -316087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -316087.968750 Penalty: 797.514648
	Iteration 61Q: 3 clusters Score -316088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -316090.843750 Penalty: 797.514648
	Iteration 62Q: 3 clusters Score -316090.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -316093.750000 Penalty: 797.514648
	Iteration 63Q: 3 clusters Score -316093.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -316095.843750 Penalty: 797.514648
	Iteration 64Q: 3 clusters Score -316095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -316097.531250 Penalty: 797.514648
	Iteration 65Q: 3 clusters Score -316097.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -316098.718750 Penalty: 797.514648
	Iteration 66Q: 3 clusters Score -316098.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -316102.250000 Penalty: 797.514648
	Iteration 67Q: 3 clusters Score -316102.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -316105.937500 Penalty: 797.514648
	Iteration 68Q: 3 clusters Score -316105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -316111.062500 Penalty: 797.514648
	Iteration 69Q: 3 clusters Score -316111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -316120.125000 Penalty: 797.514648
	Iteration 70Q: 3 clusters Score -316120.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -316132.906250 Penalty: 797.514648
	Iteration 71Q: 3 clusters Score -316132.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -316147.500000 Penalty: 797.514648
	Iteration 72Q: 3 clusters Score -316147.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -316158.625000 Penalty: 797.514648
	Iteration 73Q: 3 clusters Score -316158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -316164.812500 Penalty: 797.514648
	Iteration 74Q: 3 clusters Score -316164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -316168.187500 Penalty: 797.514648
	Iteration 75Q: 3 clusters Score -316168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -316171.062500 Penalty: 797.514648
	Iteration 76Q: 3 clusters Score -316171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -316173.781250 Penalty: 797.514648
	Iteration 77Q: 3 clusters Score -316173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -316175.687500 Penalty: 797.514648
	Iteration 78Q: 3 clusters Score -316175.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -316177.625000 Penalty: 797.514648
	Iteration 79Q: 3 clusters Score -316177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -316181.562500 Penalty: 797.514648
	Iteration 80F: 3 clusters Score -316181.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -316187.875000 Penalty: 797.514648
	Iteration 81Q: 3 clusters Score -316187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -316194.156250 Penalty: 797.514648
	Iteration 82Q: 3 clusters Score -316194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -316199.187500 Penalty: 797.514648
	Iteration 83Q: 3 clusters Score -316199.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -316202.562500 Penalty: 797.514648
	Iteration 84Q: 3 clusters Score -316202.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -316206.000000 Penalty: 797.514648
	Iteration 85Q: 3 clusters Score -316206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -316209.250000 Penalty: 797.514648
	Iteration 86Q: 3 clusters Score -316209.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -316211.187500 Penalty: 797.514648
	Iteration 87Q: 3 clusters Score -316211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -316213.906250 Penalty: 797.514648
	Iteration 88Q: 3 clusters Score -316213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -316216.093750 Penalty: 797.514648
	Iteration 89Q: 3 clusters Score -316216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -316218.062500 Penalty: 797.514648
	Iteration 90Q: 3 clusters Score -316218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -316219.781250 Penalty: 797.514648
	Iteration 91Q: 3 clusters Score -316219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -316221.343750 Penalty: 797.514648
	Iteration 92Q: 3 clusters Score -316221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -316223.031250 Penalty: 797.514648
	Iteration 93Q: 3 clusters Score -316223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -316225.375000 Penalty: 797.514648
	Iteration 94Q: 3 clusters Score -316225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -316226.625000 Penalty: 797.514648
	Iteration 95Q: 3 clusters Score -316226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -316227.437500 Penalty: 797.514648
	Iteration 96Q: 3 clusters Score -316227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -316229.406250 Penalty: 797.514648
	Iteration 97Q: 3 clusters Score -316229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -316230.718750 Penalty: 797.514648
	Iteration 98Q: 3 clusters Score -316230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -316231.875000 Penalty: 797.514648
	Iteration 99Q: 3 clusters Score -316231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -316233.125000 Penalty: 797.514648
	Iteration 100F: 3 clusters Score -316233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -316234.812500 Penalty: 797.514648
	Iteration 101Q: 3 clusters Score -316234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -316235.093750 Penalty: 797.514648
	Iteration 102Q: 3 clusters Score -316235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -316234.843750 Penalty: 797.514648
	Iteration 103Q: 3 clusters Score -316234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -316237.281250 Penalty: 797.514648
	Iteration 104Q: 3 clusters Score -316237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -316239.187500 Penalty: 797.514648
	Iteration 105Q: 3 clusters Score -316239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -316243.375000 Penalty: 797.514648
	Iteration 106Q: 3 clusters Score -316243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -316245.281250 Penalty: 797.514648
	Iteration 107Q: 3 clusters Score -316245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -316245.187500 Penalty: 797.514648
	Iteration 108Q: 3 clusters Score -316245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -316245.500000 Penalty: 797.514648
	Iteration 109Q: 3 clusters Score -316245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -316245.937500 Penalty: 797.514648
	Iteration 110Q: 3 clusters Score -316245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -316245.843750 Penalty: 797.514648
	Iteration 111Q: 3 clusters Score -316245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -316246.406250 Penalty: 797.514648
	Iteration 112Q: 3 clusters Score -316246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -316245.968750 Penalty: 797.514648
	Iteration 113Q: 3 clusters Score -316246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -316246.781250 Penalty: 797.514648
	Iteration 114Q: 3 clusters Score -316246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -316246.781250 Penalty: 797.514648
	Iteration 115F: 3 clusters Score -316246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -108059.156250 Penalty: 351.702972
	Iteration 0F: 2 clusters Score -108059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -106452.679688 Penalty: 703.405945
	Iteration 0F: 3 clusters Score -106452.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -106988.507812 Penalty: 703.405945
	Iteration 1F: 3 clusters Score -106988.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -107075.875000 Penalty: 703.405945
	Iteration 2F: 3 clusters Score -107075.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -107149.937500 Penalty: 703.405945
	Iteration 3F: 3 clusters Score -107149.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -107219.320312 Penalty: 703.405945
	Iteration 4F: 3 clusters Score -107219.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107294.882812 Penalty: 703.405945
	Iteration 5Q: 3 clusters Score -107294.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -107386.312500 Penalty: 703.405945
	Iteration 6Q: 3 clusters Score -107386.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -107469.140625 Penalty: 703.405945
	Iteration 7Q: 3 clusters Score -107469.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -107540.820312 Penalty: 703.405945
	Iteration 8Q: 3 clusters Score -107540.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107586.445312 Penalty: 703.405945
	Iteration 9Q: 3 clusters Score -107586.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107614.960938 Penalty: 703.405945
	Iteration 10Q: 3 clusters Score -107615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107640.421875 Penalty: 703.405945
	Iteration 11Q: 3 clusters Score -107640.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107664.421875 Penalty: 703.405945
	Iteration 12Q: 3 clusters Score -107664.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107679.796875 Penalty: 703.405945
	Iteration 13Q: 3 clusters Score -107679.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -107690.109375 Penalty: 703.405945
	Iteration 14Q: 3 clusters Score -107690.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -107701.382812 Penalty: 703.405945
	Iteration 15Q: 3 clusters Score -107701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -107708.000000 Penalty: 703.405945
	Iteration 16Q: 3 clusters Score -107708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -107724.742188 Penalty: 703.405945
	Iteration 17Q: 3 clusters Score -107724.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -107739.289062 Penalty: 703.405945
	Iteration 18Q: 3 clusters Score -107739.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -107751.937500 Penalty: 703.405945
	Iteration 19Q: 3 clusters Score -107751.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -107762.585938 Penalty: 703.405945
	Iteration 20F: 3 clusters Score -107762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -107768.453125 Penalty: 703.405945
	Iteration 21Q: 3 clusters Score -107768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107775.898438 Penalty: 703.405945
	Iteration 22Q: 3 clusters Score -107775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -107779.609375 Penalty: 703.405945
	Iteration 23Q: 3 clusters Score -107779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -107784.937500 Penalty: 703.405945
	Iteration 24Q: 3 clusters Score -107784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -107788.546875 Penalty: 703.405945
	Iteration 25Q: 3 clusters Score -107788.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -107790.062500 Penalty: 703.405945
	Iteration 26Q: 3 clusters Score -107790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -107790.914062 Penalty: 703.405945
	Iteration 27Q: 3 clusters Score -107790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -107792.984375 Penalty: 703.405945
	Iteration 28Q: 3 clusters Score -107793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -107794.242188 Penalty: 703.405945
	Iteration 29Q: 3 clusters Score -107794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -107796.406250 Penalty: 703.405945
	Iteration 30Q: 3 clusters Score -107796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -107796.820312 Penalty: 703.405945
	Iteration 31Q: 3 clusters Score -107796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -107797.265625 Penalty: 703.405945
	Iteration 32Q: 3 clusters Score -107797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -107798.968750 Penalty: 703.405945
	Iteration 33Q: 3 clusters Score -107799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -107800.906250 Penalty: 703.405945
	Iteration 34Q: 3 clusters Score -107800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -107801.757812 Penalty: 703.405945
	Iteration 35Q: 3 clusters Score -107801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -107801.757812 Penalty: 703.405945
	Iteration 36F: 3 clusters Score -107801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -108427.507812 Penalty: 349.405914
	Iteration 0F: 2 clusters Score -108427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -106877.593750 Penalty: 698.811829
	Iteration 0F: 3 clusters Score -106877.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -107368.898438 Penalty: 698.811829
	Iteration 1F: 3 clusters Score -107368.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -107451.406250 Penalty: 698.811829
	Iteration 2F: 3 clusters Score -107451.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107536.640625 Penalty: 698.811829
	Iteration 3F: 3 clusters Score -107536.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107656.679688 Penalty: 698.811829
	Iteration 4F: 3 clusters Score -107656.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107782.875000 Penalty: 698.811829
	Iteration 5F: 3 clusters Score -107782.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107884.773438 Penalty: 698.811829
	Iteration 6F: 3 clusters Score -107884.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107983.445312 Penalty: 698.811829
	Iteration 7Q: 3 clusters Score -107983.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108053.046875 Penalty: 698.811829
	Iteration 8Q: 3 clusters Score -108053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -108090.023438 Penalty: 698.811829
	Iteration 9Q: 3 clusters Score -108090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108106.562500 Penalty: 698.811829
	Iteration 10Q: 3 clusters Score -108106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -108110.968750 Penalty: 698.811829
	Iteration 11Q: 3 clusters Score -108111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -108112.531250 Penalty: 698.811829
	Iteration 12Q: 3 clusters Score -108112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -108115.179688 Penalty: 698.811829
	Iteration 13Q: 3 clusters Score -108115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -108116.218750 Penalty: 698.811829
	Iteration 14Q: 3 clusters Score -108116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -108117.171875 Penalty: 698.811829
	Iteration 15Q: 3 clusters Score -108117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -108118.570312 Penalty: 698.811829
	Iteration 16Q: 3 clusters Score -108118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -108120.234375 Penalty: 698.811829
	Iteration 17Q: 3 clusters Score -108120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -108122.859375 Penalty: 698.811829
	Iteration 18Q: 3 clusters Score -108122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -108124.843750 Penalty: 698.811829
	Iteration 19Q: 3 clusters Score -108124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -108127.742188 Penalty: 698.811829
	Iteration 20F: 3 clusters Score -108127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -108129.992188 Penalty: 698.811829
	Iteration 21Q: 3 clusters Score -108130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -108132.210938 Penalty: 698.811829
	Iteration 22Q: 3 clusters Score -108132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -108134.570312 Penalty: 698.811829
	Iteration 23Q: 3 clusters Score -108134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -108135.953125 Penalty: 698.811829
	Iteration 24Q: 3 clusters Score -108136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -108137.390625 Penalty: 698.811829
	Iteration 25Q: 3 clusters Score -108137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -108139.101562 Penalty: 698.811829
	Iteration 26Q: 3 clusters Score -108139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -108139.101562 Penalty: 698.811829
	Iteration 27F: 3 clusters Score -108139.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -43967.539062 Penalty: 306.043610
	Iteration 0F: 2 clusters Score -43967.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43257.085938 Penalty: 612.087219
	Iteration 0F: 3 clusters Score -43257.09 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43455.101562 Penalty: 612.087219
	Iteration 1F: 3 clusters Score -43455.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43521.906250 Penalty: 612.087219
	Iteration 2F: 3 clusters Score -43521.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43552.566406 Penalty: 612.087219
	Iteration 3F: 3 clusters Score -43552.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -43573.593750 Penalty: 612.087219
	Iteration 4Q: 3 clusters Score -43573.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43595.535156 Penalty: 612.087219
	Iteration 5Q: 3 clusters Score -43595.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43611.562500 Penalty: 612.087219
	Iteration 6Q: 3 clusters Score -43611.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -43621.757812 Penalty: 612.087219
	Iteration 7Q: 3 clusters Score -43621.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -43630.367188 Penalty: 612.087219
	Iteration 8Q: 3 clusters Score -43630.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -43635.273438 Penalty: 612.087219
	Iteration 9Q: 3 clusters Score -43635.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -43638.078125 Penalty: 612.087219
	Iteration 10Q: 3 clusters Score -43638.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -43641.226562 Penalty: 612.087219
	Iteration 11Q: 3 clusters Score -43641.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -43646.261719 Penalty: 612.087219
	Iteration 12Q: 3 clusters Score -43646.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -43652.355469 Penalty: 612.087219
	Iteration 13Q: 3 clusters Score -43652.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -43655.550781 Penalty: 612.087219
	Iteration 14Q: 3 clusters Score -43655.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -43660.421875 Penalty: 612.087219
	Iteration 15Q: 3 clusters Score -43660.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -43663.398438 Penalty: 612.087219
	Iteration 16Q: 3 clusters Score -43663.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -43665.183594 Penalty: 612.087219
	Iteration 17Q: 3 clusters Score -43665.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -43668.132812 Penalty: 612.087219
	Iteration 18Q: 3 clusters Score -43668.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -43672.488281 Penalty: 612.087219
	Iteration 19Q: 3 clusters Score -43672.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -43675.753906 Penalty: 612.087219
	Iteration 20F: 3 clusters Score -43675.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43677.062500 Penalty: 612.087219
	Iteration 21Q: 3 clusters Score -43677.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -43679.238281 Penalty: 612.087219
	Iteration 22Q: 3 clusters Score -43679.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -43679.531250 Penalty: 612.087219
	Iteration 23Q: 3 clusters Score -43679.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -43679.531250 Penalty: 612.087219
	Iteration 24F: 3 clusters Score -43679.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -189775.453125 Penalty: 381.777863
	Iteration 0F: 2 clusters Score -189775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -186766.453125 Penalty: 763.555725
	Iteration 0F: 3 clusters Score -186766.5 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -187892.437500 Penalty: 763.555725
	Iteration 1F: 3 clusters Score -187892.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -188097.250000 Penalty: 763.555725
	Iteration 2F: 3 clusters Score -188097.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -188326.937500 Penalty: 763.555725
	Iteration 3F: 3 clusters Score -188326.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -188550.609375 Penalty: 763.555725
	Iteration 4F: 3 clusters Score -188550.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -188777.218750 Penalty: 763.555725
	Iteration 5F: 3 clusters Score -188777.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -188982.546875 Penalty: 763.555725
	Iteration 6F: 3 clusters Score -188982.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -189140.953125 Penalty: 763.555725
	Iteration 7Q: 3 clusters Score -189141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -189267.062500 Penalty: 763.555725
	Iteration 8Q: 3 clusters Score -189267.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -189344.750000 Penalty: 763.555725
	Iteration 9Q: 3 clusters Score -189344.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -189399.718750 Penalty: 763.555725
	Iteration 10Q: 3 clusters Score -189399.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -189427.015625 Penalty: 763.555725
	Iteration 11Q: 3 clusters Score -189427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -189441.953125 Penalty: 763.555725
	Iteration 12Q: 3 clusters Score -189442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -189449.921875 Penalty: 763.555725
	Iteration 13Q: 3 clusters Score -189449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -189454.218750 Penalty: 763.555725
	Iteration 14Q: 3 clusters Score -189454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -189457.312500 Penalty: 763.555725
	Iteration 15Q: 3 clusters Score -189457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -189457.546875 Penalty: 763.555725
	Iteration 16Q: 3 clusters Score -189457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -189459.640625 Penalty: 763.555725
	Iteration 17Q: 3 clusters Score -189459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -189460.437500 Penalty: 763.555725
	Iteration 18Q: 3 clusters Score -189460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -189460.484375 Penalty: 763.555725
	Iteration 19Q: 3 clusters Score -189460.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -189460.484375 Penalty: 763.555725
	Iteration 20F: 3 clusters Score -189460.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -16824.289062 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -16824.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16415.869141 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -16415.87 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16526.173828 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -16526.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16546.748047 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -16546.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16557.423828 Penalty: 543.616699
	Iteration 3Q: 3 clusters Score -16557.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16564.242188 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -16564.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16567.646484 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -16567.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16569.148438 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -16569.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16569.876953 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -16569.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16570.468750 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -16570.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16573.687500 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -16573.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16576.863281 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -16576.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16577.781250 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -16577.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16580.337891 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -16580.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16582.361328 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -16582.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16584.095703 Penalty: 543.616699
	Iteration 14Q: 3 clusters Score -16584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16585.019531 Penalty: 543.616699
	Iteration 15Q: 3 clusters Score -16585.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16585.888672 Penalty: 543.616699
	Iteration 16Q: 3 clusters Score -16585.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16585.888672 Penalty: 543.616699
	Iteration 17F: 3 clusters Score -16585.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -77714.796875 Penalty: 335.886658
	Iteration 0F: 2 clusters Score -77714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -76510.671875 Penalty: 671.773315
	Iteration 0F: 3 clusters Score -76510.67 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76910.820312 Penalty: 671.773315
	Iteration 1F: 3 clusters Score -76910.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -76967.507812 Penalty: 671.773315
	Iteration 2F: 3 clusters Score -76967.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -77005.234375 Penalty: 671.773315
	Iteration 3Q: 3 clusters Score -77005.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77041.492188 Penalty: 671.773315
	Iteration 4Q: 3 clusters Score -77041.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77081.101562 Penalty: 671.773315
	Iteration 5Q: 3 clusters Score -77081.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -77129.218750 Penalty: 671.773315
	Iteration 6Q: 3 clusters Score -77129.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77181.335938 Penalty: 671.773315
	Iteration 7Q: 3 clusters Score -77181.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77247.023438 Penalty: 671.773315
	Iteration 8Q: 3 clusters Score -77247.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77304.343750 Penalty: 671.773315
	Iteration 9Q: 3 clusters Score -77304.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77350.023438 Penalty: 671.773315
	Iteration 10Q: 3 clusters Score -77350.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77372.554688 Penalty: 671.773315
	Iteration 11Q: 3 clusters Score -77372.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77386.140625 Penalty: 671.773315
	Iteration 12Q: 3 clusters Score -77386.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77400.367188 Penalty: 671.773315
	Iteration 13Q: 3 clusters Score -77400.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77406.445312 Penalty: 671.773315
	Iteration 14Q: 3 clusters Score -77406.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77410.710938 Penalty: 671.773315
	Iteration 15Q: 3 clusters Score -77410.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77415.523438 Penalty: 671.773315
	Iteration 16Q: 3 clusters Score -77415.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77417.687500 Penalty: 671.773315
	Iteration 17Q: 3 clusters Score -77417.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77421.890625 Penalty: 671.773315
	Iteration 18Q: 3 clusters Score -77421.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77424.601562 Penalty: 671.773315
	Iteration 19Q: 3 clusters Score -77424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -77429.406250 Penalty: 671.773315
	Iteration 20F: 3 clusters Score -77429.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77431.820312 Penalty: 671.773315
	Iteration 21Q: 3 clusters Score -77431.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77432.546875 Penalty: 671.773315
	Iteration 22Q: 3 clusters Score -77432.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -77433.796875 Penalty: 671.773315
	Iteration 23Q: 3 clusters Score -77433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77435.507812 Penalty: 671.773315
	Iteration 24Q: 3 clusters Score -77435.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77436.531250 Penalty: 671.773315
	Iteration 25Q: 3 clusters Score -77436.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77437.382812 Penalty: 671.773315
	Iteration 26Q: 3 clusters Score -77437.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77439.031250 Penalty: 671.773315
	Iteration 27Q: 3 clusters Score -77439.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -77440.101562 Penalty: 671.773315
	Iteration 28Q: 3 clusters Score -77440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77440.476562 Penalty: 671.773315
	Iteration 29Q: 3 clusters Score -77440.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77441.625000 Penalty: 671.773315
	Iteration 30Q: 3 clusters Score -77441.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77443.000000 Penalty: 671.773315
	Iteration 31Q: 3 clusters Score -77443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77444.445312 Penalty: 671.773315
	Iteration 32Q: 3 clusters Score -77444.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77444.875000 Penalty: 671.773315
	Iteration 33Q: 3 clusters Score -77444.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77444.875000 Penalty: 671.773315
	Iteration 34F: 3 clusters Score -77444.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Entering Unmasked Estep 
Score: -7292585.500000 Penalty: 544.543945
	Iteration 0F: 2 clusters Score -7292586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -7187996.500000 Penalty: 1089.087891
	Iteration 0F: 3 clusters Score -7187996 nChanged 77664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -7238777.500000 Penalty: 1089.087891
	Iteration 1F: 3 clusters Score -7238778 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -7244744.000000 Penalty: 1089.087891
	Iteration 2F: 3 clusters Score -7244744 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -7254417.000000 Penalty: 1089.087891
	Iteration 3F: 3 clusters Score -7254417 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -7264971.000000 Penalty: 1089.087891
	Iteration 4F: 3 clusters Score -7264971 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -7270281.000000 Penalty: 1089.087891
	Iteration 5F: 3 clusters Score -7270281 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -7271849.500000 Penalty: 1089.087891
	Iteration 6Q: 3 clusters Score -7271850 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -7272411.500000 Penalty: 1089.087891
	Iteration 7Q: 3 clusters Score -7272412 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -7272846.500000 Penalty: 1089.087891
	Iteration 8Q: 3 clusters Score -7272846 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -7273375.000000 Penalty: 1089.087891
	Iteration 9Q: 3 clusters Score -7273375 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -7273699.000000 Penalty: 1089.087891
	Iteration 10Q: 3 clusters Score -7273699 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -7274120.500000 Penalty: 1089.087891
	Iteration 11Q: 3 clusters Score -7274120 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -7274445.500000 Penalty: 1089.087891
	Iteration 12Q: 3 clusters Score -7274446 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -7274764.500000 Penalty: 1089.087891
	Iteration 13Q: 3 clusters Score -7274764 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -7275149.000000 Penalty: 1089.087891
	Iteration 14Q: 3 clusters Score -7275149 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -7275483.000000 Penalty: 1089.087891
	Iteration 15Q: 3 clusters Score -7275483 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -7275790.000000 Penalty: 1089.087891
	Iteration 16Q: 3 clusters Score -7275790 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -7276116.500000 Penalty: 1089.087891
	Iteration 17Q: 3 clusters Score -7276116 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -7276448.000000 Penalty: 1089.087891
	Iteration 18Q: 3 clusters Score -7276448 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -7276784.000000 Penalty: 1089.087891
	Iteration 19Q: 3 clusters Score -7276784 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -7277177.500000 Penalty: 1089.087891
	Iteration 20F: 3 clusters Score -7277178 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 111509 members 
Entering Unmasked Estep 
Score: -7277620.500000 Penalty: 1089.087891
	Iteration 21Q: 3 clusters Score -7277620 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -7278065.500000 Penalty: 1089.087891
	Iteration 22Q: 3 clusters Score -7278066 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -7278555.000000 Penalty: 1089.087891
	Iteration 23Q: 3 clusters Score -7278555 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
Score: -7279051.500000 Penalty: 1089.087891
	Iteration 24Q: 3 clusters Score -7279052 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -7279606.000000 Penalty: 1089.087891
	Iteration 25Q: 3 clusters Score -7279606 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 121870 members 
Entering Unmasked Estep 
Score: -7280072.500000 Penalty: 1089.087891
	Iteration 26Q: 3 clusters Score -7280072 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -7280686.500000 Penalty: 1089.087891
	Iteration 27Q: 3 clusters Score -7280686 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -7281482.000000 Penalty: 1089.087891
	Iteration 28Q: 3 clusters Score -7281482 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 128922 members 
Entering Unmasked Estep 
Score: -7282317.000000 Penalty: 1089.087891
	Iteration 29Q: 3 clusters Score -7282317 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -7283187.000000 Penalty: 1089.087891
	Iteration 30Q: 3 clusters Score -7283187 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 133767 members 
Entering Unmasked Estep 
Score: -7284073.500000 Penalty: 1089.087891
	Iteration 31Q: 3 clusters Score -7284074 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 136200 members 
Entering Unmasked Estep 
Score: -7285002.500000 Penalty: 1089.087891
	Iteration 32Q: 3 clusters Score -7285002 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -7285932.500000 Penalty: 1089.087891
	Iteration 33Q: 3 clusters Score -7285932 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -7286878.500000 Penalty: 1089.087891
	Iteration 34Q: 3 clusters Score -7286878 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -7287890.000000 Penalty: 1089.087891
	Iteration 35Q: 3 clusters Score -7287890 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 145292 members 
Entering Unmasked Estep 
Score: -7288742.500000 Penalty: 1089.087891
	Iteration 36Q: 3 clusters Score -7288742 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 147048 members 
Entering Unmasked Estep 
Score: -7289481.500000 Penalty: 1089.087891
	Iteration 37Q: 3 clusters Score -7289482 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -7290052.500000 Penalty: 1089.087891
	Iteration 38Q: 3 clusters Score -7290052 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -7290521.500000 Penalty: 1089.087891
	Iteration 39Q: 3 clusters Score -7290522 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -7290954.000000 Penalty: 1089.087891
	Iteration 40F: 3 clusters Score -7290954 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 152073 members 
Entering Unmasked Estep 
Score: -7291331.000000 Penalty: 1089.087891
	Iteration 41Q: 3 clusters Score -7291331 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -7291611.000000 Penalty: 1089.087891
	Iteration 42Q: 3 clusters Score -7291611 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -7291774.500000 Penalty: 1089.087891
	Iteration 43Q: 3 clusters Score -7291774 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -7291954.000000 Penalty: 1089.087891
	Iteration 44Q: 3 clusters Score -7291954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 154623 members 
Entering Unmasked Estep 
Score: -7292072.000000 Penalty: 1089.087891
	Iteration 45Q: 3 clusters Score -7292072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -7292159.000000 Penalty: 1089.087891
	Iteration 46Q: 3 clusters Score -7292159 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -7292203.500000 Penalty: 1089.087891
	Iteration 47Q: 3 clusters Score -7292204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -7292240.500000 Penalty: 1089.087891
	Iteration 48Q: 3 clusters Score -7292240 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -7292268.000000 Penalty: 1089.087891
	Iteration 49Q: 3 clusters Score -7292268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -7292292.500000 Penalty: 1089.087891
	Iteration 50Q: 3 clusters Score -7292292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -7292288.000000 Penalty: 1089.087891
	Iteration 51Q: 3 clusters Score -7292288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 156020 members 
Entering Unmasked Estep 
Score: -7292303.000000 Penalty: 1089.087891
	Iteration 52Q: 3 clusters Score -7292303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 156107 members 
Entering Unmasked Estep 
Score: -7292313.500000 Penalty: 1089.087891
	Iteration 53Q: 3 clusters Score -7292314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -7292311.500000 Penalty: 1089.087891
	Iteration 54Q: 3 clusters Score -7292312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -7292296.500000 Penalty: 1089.087891
	Iteration 55Q: 3 clusters Score -7292296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 156313 members 
Entering Unmasked Estep 
Score: -7292301.500000 Penalty: 1089.087891
	Iteration 56Q: 3 clusters Score -7292302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -7292305.500000 Penalty: 1089.087891
	Iteration 57Q: 3 clusters Score -7292306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -7292313.500000 Penalty: 1089.087891
	Iteration 58Q: 3 clusters Score -7292314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 156428 members 
Entering Unmasked Estep 
Score: -7292324.500000 Penalty: 1089.087891
	Iteration 59Q: 3 clusters Score -7292324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -7292322.000000 Penalty: 1089.087891
	Iteration 60F: 3 clusters Score -7292322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -7292319.000000 Penalty: 1089.087891
	Iteration 61Q: 3 clusters Score -7292319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -7292322.000000 Penalty: 1089.087891
	Iteration 62Q: 3 clusters Score -7292322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 156526 members 
Entering Unmasked Estep 
Score: -7292323.500000 Penalty: 1089.087891
	Iteration 63Q: 3 clusters Score -7292324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -7292330.000000 Penalty: 1089.087891
	Iteration 64Q: 3 clusters Score -7292330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -7292335.500000 Penalty: 1089.087891
	Iteration 65Q: 3 clusters Score -7292336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -7292341.500000 Penalty: 1089.087891
	Iteration 66Q: 3 clusters Score -7292342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -7292348.500000 Penalty: 1089.087891
	Iteration 67Q: 3 clusters Score -7292348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -7292360.000000 Penalty: 1089.087891
	Iteration 68Q: 3 clusters Score -7292360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -7292353.500000 Penalty: 1089.087891
	Iteration 69Q: 3 clusters Score -7292354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -7292363.000000 Penalty: 1089.087891
	Iteration 70Q: 3 clusters Score -7292363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -7292363.000000 Penalty: 1089.087891
	Iteration 71Q: 3 clusters Score -7292363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -7292365.500000 Penalty: 1089.087891
	Iteration 72Q: 3 clusters Score -7292366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 156690 members 
Entering Unmasked Estep 
Score: -7292368.000000 Penalty: 1089.087891
	Iteration 73Q: 3 clusters Score -7292368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 156699 members 
Entering Unmasked Estep 
Score: -7292361.000000 Penalty: 1089.087891
	Iteration 74Q: 3 clusters Score -7292361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -7292360.500000 Penalty: 1089.087891
	Iteration 75Q: 3 clusters Score -7292360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 156713 members 
Entering Unmasked Estep 
Score: -7292362.000000 Penalty: 1089.087891
	Iteration 76Q: 3 clusters Score -7292362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 156721 members 
Entering Unmasked Estep 
Score: -7292365.000000 Penalty: 1089.087891
	Iteration 77Q: 3 clusters Score -7292365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 156725 members 
Entering Unmasked Estep 
Score: -7292368.500000 Penalty: 1089.087891
	Iteration 78Q: 3 clusters Score -7292368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -7292370.000000 Penalty: 1089.087891
	Iteration 79Q: 3 clusters Score -7292370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 156732 members 
Entering Unmasked Estep 
Score: -7292370.500000 Penalty: 1089.087891
	Iteration 80F: 3 clusters Score -7292370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -7292370.000000 Penalty: 1089.087891
	Iteration 81Q: 3 clusters Score -7292370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -7292372.500000 Penalty: 1089.087891
	Iteration 82Q: 3 clusters Score -7292372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -7292372.000000 Penalty: 1089.087891
	Iteration 83Q: 3 clusters Score -7292372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -7292372.500000 Penalty: 1089.087891
	Iteration 84Q: 3 clusters Score -7292372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -7292369.000000 Penalty: 1089.087891
	Iteration 85Q: 3 clusters Score -7292369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -7292377.000000 Penalty: 1089.087891
	Iteration 86Q: 3 clusters Score -7292377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 156754 members 
Entering Unmasked Estep 
Score: -7292377.500000 Penalty: 1089.087891
	Iteration 87Q: 3 clusters Score -7292378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 156755 members 
Entering Unmasked Estep 
Score: -7292376.000000 Penalty: 1089.087891
	Iteration 88Q: 3 clusters Score -7292376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -7292371.500000 Penalty: 1089.087891
	Iteration 89Q: 3 clusters Score -7292372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -7292375.500000 Penalty: 1089.087891
	Iteration 90Q: 3 clusters Score -7292376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -7292372.000000 Penalty: 1089.087891
	Iteration 91Q: 3 clusters Score -7292372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -7292371.500000 Penalty: 1089.087891
	Iteration 92Q: 3 clusters Score -7292372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 156760 members 
Entering Unmasked Estep 
Score: -7292371.500000 Penalty: 1089.087891
	Iteration 93F: 3 clusters Score -7292372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -101218.070312 Penalty: 353.371979
	Iteration 0F: 2 clusters Score -101218.1 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 1207 members 
Entering Unmasked Estep 
Score: -99552.054688 Penalty: 706.743958
	Iteration 0F: 3 clusters Score -99552.05 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -100143.265625 Penalty: 706.743958
	Iteration 1F: 3 clusters Score -100143.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -100301.710938 Penalty: 706.743958
	Iteration 2F: 3 clusters Score -100301.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -100475.523438 Penalty: 706.743958
	Iteration 3F: 3 clusters Score -100475.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -100631.789062 Penalty: 706.743958
	Iteration 4F: 3 clusters Score -100631.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -100756.976562 Penalty: 706.743958
	Iteration 5F: 3 clusters Score -100757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -100839.437500 Penalty: 706.743958
	Iteration 6Q: 3 clusters Score -100839.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -100896.828125 Penalty: 706.743958
	Iteration 7Q: 3 clusters Score -100896.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -100948.773438 Penalty: 706.743958
	Iteration 8Q: 3 clusters Score -100948.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -100975.875000 Penalty: 706.743958
	Iteration 9Q: 3 clusters Score -100975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -100988.320312 Penalty: 706.743958
	Iteration 10Q: 3 clusters Score -100988.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -100998.710938 Penalty: 706.743958
	Iteration 11Q: 3 clusters Score -100998.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -101005.828125 Penalty: 706.743958
	Iteration 12Q: 3 clusters Score -101005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -101010.437500 Penalty: 706.743958
	Iteration 13Q: 3 clusters Score -101010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -101012.968750 Penalty: 706.743958
	Iteration 14Q: 3 clusters Score -101013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -101014.203125 Penalty: 706.743958
	Iteration 15Q: 3 clusters Score -101014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -101015.484375 Penalty: 706.743958
	Iteration 16Q: 3 clusters Score -101015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -101016.773438 Penalty: 706.743958
	Iteration 17F: 3 clusters Score -101016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -101018.898438 Penalty: 706.743958
	Iteration 18Q: 3 clusters Score -101018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -101019.070312 Penalty: 706.743958
	Iteration 19Q: 3 clusters Score -101019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -101020.203125 Penalty: 706.743958
	Iteration 20F: 3 clusters Score -101020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -101022.984375 Penalty: 706.743958
	Iteration 21Q: 3 clusters Score -101023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -101024.281250 Penalty: 706.743958
	Iteration 22Q: 3 clusters Score -101024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -101024.281250 Penalty: 706.743958
	Iteration 23F: 3 clusters Score -101024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -11113.708008 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -11113.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10758.220703 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -10758.22 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10878.052734 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -10878.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10919.961914 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -10919.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10958.386719 Penalty: 520.548340
	Iteration 3Q: 3 clusters Score -10958.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10997.436523 Penalty: 520.548340
	Iteration 4F: 3 clusters Score -10997.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11011.347656 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -11011.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11017.481445 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -11017.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11020.295898 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -11020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11020.646484 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -11020.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11021.515625 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -11021.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11021.515625 Penalty: 520.548340
	Iteration 10F: 3 clusters Score -11021.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -260773.468750 Penalty: 394.465485
	Iteration 0F: 2 clusters Score -260773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -256843.734375 Penalty: 788.930969
	Iteration 0F: 3 clusters Score -256843.7 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -258309.406250 Penalty: 788.930969
	Iteration 1F: 3 clusters Score -258309.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -258463.031250 Penalty: 788.930969
	Iteration 2F: 3 clusters Score -258463 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -258657.640625 Penalty: 788.930969
	Iteration 3F: 3 clusters Score -258657.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -258911.421875 Penalty: 788.930969
	Iteration 4F: 3 clusters Score -258911.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -259206.031250 Penalty: 788.930969
	Iteration 5F: 3 clusters Score -259206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -259512.140625 Penalty: 788.930969
	Iteration 6F: 3 clusters Score -259512.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -259764.562500 Penalty: 788.930969
	Iteration 7F: 3 clusters Score -259764.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -259970.500000 Penalty: 788.930969
	Iteration 8F: 3 clusters Score -259970.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -260147.015625 Penalty: 788.930969
	Iteration 9Q: 3 clusters Score -260147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -260309.984375 Penalty: 788.930969
	Iteration 10Q: 3 clusters Score -260310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -260428.562500 Penalty: 788.930969
	Iteration 11Q: 3 clusters Score -260428.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -260519.593750 Penalty: 788.930969
	Iteration 12Q: 3 clusters Score -260519.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -260588.421875 Penalty: 788.930969
	Iteration 13Q: 3 clusters Score -260588.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -260642.500000 Penalty: 788.930969
	Iteration 14Q: 3 clusters Score -260642.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -260686.781250 Penalty: 788.930969
	Iteration 15Q: 3 clusters Score -260686.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -260715.796875 Penalty: 788.930969
	Iteration 16Q: 3 clusters Score -260715.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -260734.406250 Penalty: 788.930969
	Iteration 17Q: 3 clusters Score -260734.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -260750.046875 Penalty: 788.930969
	Iteration 18Q: 3 clusters Score -260750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -260763.328125 Penalty: 788.930969
	Iteration 19Q: 3 clusters Score -260763.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -260773.171875 Penalty: 788.930969
	Iteration 20F: 3 clusters Score -260773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -260782.953125 Penalty: 788.930969
	Iteration 21Q: 3 clusters Score -260783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -260790.828125 Penalty: 788.930969
	Iteration 22Q: 3 clusters Score -260790.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -260794.531250 Penalty: 788.930969
	Iteration 23Q: 3 clusters Score -260794.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -260795.718750 Penalty: 788.930969
	Iteration 24Q: 3 clusters Score -260795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -260798.218750 Penalty: 788.930969
	Iteration 25Q: 3 clusters Score -260798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -260800.156250 Penalty: 788.930969
	Iteration 26Q: 3 clusters Score -260800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -260800.171875 Penalty: 788.930969
	Iteration 27Q: 3 clusters Score -260800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -260800.187500 Penalty: 788.930969
	Iteration 28Q: 3 clusters Score -260800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -260800.562500 Penalty: 788.930969
	Iteration 29Q: 3 clusters Score -260800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -260801.203125 Penalty: 788.930969
	Iteration 30Q: 3 clusters Score -260801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -260801.171875 Penalty: 788.930969
	Iteration 31Q: 3 clusters Score -260801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -260801.546875 Penalty: 788.930969
	Iteration 32Q: 3 clusters Score -260801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260801.750000 Penalty: 788.930969
	Iteration 33Q: 3 clusters Score -260801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -260802.062500 Penalty: 788.930969
	Iteration 34Q: 3 clusters Score -260802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -260801.546875 Penalty: 788.930969
	Iteration 35Q: 3 clusters Score -260801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260802.218750 Penalty: 788.930969
	Iteration 36Q: 3 clusters Score -260802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260802.843750 Penalty: 788.930969
	Iteration 37Q: 3 clusters Score -260802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -260802.734375 Penalty: 788.930969
	Iteration 38Q: 3 clusters Score -260802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -260802.734375 Penalty: 788.930969
	Iteration 39F: 3 clusters Score -260802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 157629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 4568 members 
Mstep: Class 17 contains 100984 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15792 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146133 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 1255 members 
Entering Unmasked Estep 
Score: -23235444.000000 Penalty: 16768.777344
Splitting cluster 16 changes total score from -23235626.000000 to -23235444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (100984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Entering Unmasked Estep 
Score: -4738620.500000 Penalty: 524.283630
	Iteration 0F: 2 clusters Score -4738620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -4670979.500000 Penalty: 1048.567261
	Iteration 0F: 3 clusters Score -4670980 nChanged 49236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -4700709.000000 Penalty: 1048.567261
	Iteration 1F: 3 clusters Score -4700709 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -4701586.000000 Penalty: 1048.567261
	Iteration 2Q: 3 clusters Score -4701586 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -4702835.000000 Penalty: 1048.567261
	Iteration 3Q: 3 clusters Score -4702835 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -4704551.000000 Penalty: 1048.567261
	Iteration 4Q: 3 clusters Score -4704551 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -4706660.000000 Penalty: 1048.567261
	Iteration 5F: 3 clusters Score -4706660 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -4709038.500000 Penalty: 1048.567261
	Iteration 6F: 3 clusters Score -4709038 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4711650.500000 Penalty: 1048.567261
	Iteration 7F: 3 clusters Score -4711650 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4714721.000000 Penalty: 1048.567261
	Iteration 8F: 3 clusters Score -4714721 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -4718092.000000 Penalty: 1048.567261
	Iteration 9F: 3 clusters Score -4718092 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4721835.000000 Penalty: 1048.567261
	Iteration 10F: 3 clusters Score -4721835 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4725876.500000 Penalty: 1048.567261
	Iteration 11F: 3 clusters Score -4725876 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4729614.500000 Penalty: 1048.567261
	Iteration 12Q: 3 clusters Score -4729614 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4732907.000000 Penalty: 1048.567261
	Iteration 13Q: 3 clusters Score -4732907 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4735774.500000 Penalty: 1048.567261
	Iteration 14Q: 3 clusters Score -4735774 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4737526.000000 Penalty: 1048.567261
	Iteration 15Q: 3 clusters Score -4737526 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4737979.500000 Penalty: 1048.567261
	Iteration 16Q: 3 clusters Score -4737980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4738089.000000 Penalty: 1048.567261
	Iteration 17Q: 3 clusters Score -4738089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4738120.000000 Penalty: 1048.567261
	Iteration 18Q: 3 clusters Score -4738120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4738129.500000 Penalty: 1048.567261
	Iteration 19Q: 3 clusters Score -4738130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4738140.500000 Penalty: 1048.567261
	Iteration 20F: 3 clusters Score -4738140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4738142.000000 Penalty: 1048.567261
	Iteration 21Q: 3 clusters Score -4738142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4738142.500000 Penalty: 1048.567261
	Iteration 22Q: 3 clusters Score -4738142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4738142.500000 Penalty: 1048.567261
	Iteration 23F: 3 clusters Score -4738142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5369.192871 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5369.193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5399.817871 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5399.818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5409.462891 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -5409.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5415.226562 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5415.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5418.149414 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5418.149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5419.880859 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5419.881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5421.826660 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -5421.827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5422.848633 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -5422.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5422.848633 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -5422.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Entering Unmasked Estep 
Score: -785989.875000 Penalty: 439.860291
	Iteration 0F: 2 clusters Score -785989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -775528.000000 Penalty: 879.720581
	Iteration 0F: 3 clusters Score -775528 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -780113.875000 Penalty: 879.720581
	Iteration 1F: 3 clusters Score -780113.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -780683.187500 Penalty: 879.720581
	Iteration 2F: 3 clusters Score -780683.2 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -781563.687500 Penalty: 879.720581
	Iteration 3F: 3 clusters Score -781563.7 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -782839.437500 Penalty: 879.720581
	Iteration 4F: 3 clusters Score -782839.4 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -784189.937500 Penalty: 879.720581
	Iteration 5F: 3 clusters Score -784189.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -785034.750000 Penalty: 879.720581
	Iteration 6F: 3 clusters Score -785034.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -785300.187500 Penalty: 879.720581
	Iteration 7Q: 3 clusters Score -785300.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -785385.812500 Penalty: 879.720581
	Iteration 8Q: 3 clusters Score -785385.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -785437.062500 Penalty: 879.720581
	Iteration 9Q: 3 clusters Score -785437.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -785476.625000 Penalty: 879.720581
	Iteration 10Q: 3 clusters Score -785476.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -785501.937500 Penalty: 879.720581
	Iteration 11Q: 3 clusters Score -785501.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -785531.187500 Penalty: 879.720581
	Iteration 12Q: 3 clusters Score -785531.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -785568.062500 Penalty: 879.720581
	Iteration 13Q: 3 clusters Score -785568.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -785603.750000 Penalty: 879.720581
	Iteration 14Q: 3 clusters Score -785603.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -785639.250000 Penalty: 879.720581
	Iteration 15Q: 3 clusters Score -785639.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -785666.187500 Penalty: 879.720581
	Iteration 16Q: 3 clusters Score -785666.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -785677.937500 Penalty: 879.720581
	Iteration 17Q: 3 clusters Score -785677.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -785687.000000 Penalty: 879.720581
	Iteration 18Q: 3 clusters Score -785687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -785696.687500 Penalty: 879.720581
	Iteration 19Q: 3 clusters Score -785696.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -785703.375000 Penalty: 879.720581
	Iteration 20F: 3 clusters Score -785703.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -785715.437500 Penalty: 879.720581
	Iteration 21Q: 3 clusters Score -785715.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -785723.062500 Penalty: 879.720581
	Iteration 22Q: 3 clusters Score -785723.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -785724.000000 Penalty: 879.720581
	Iteration 23Q: 3 clusters Score -785724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -785727.250000 Penalty: 879.720581
	Iteration 24Q: 3 clusters Score -785727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -785730.000000 Penalty: 879.720581
	Iteration 25Q: 3 clusters Score -785730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -785732.500000 Penalty: 879.720581
	Iteration 26Q: 3 clusters Score -785732.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -785735.000000 Penalty: 879.720581
	Iteration 27Q: 3 clusters Score -785735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -785735.437500 Penalty: 879.720581
	Iteration 28Q: 3 clusters Score -785735.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -785738.000000 Penalty: 879.720581
	Iteration 29Q: 3 clusters Score -785738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -785742.000000 Penalty: 879.720581
	Iteration 30Q: 3 clusters Score -785742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -785744.812500 Penalty: 879.720581
	Iteration 31Q: 3 clusters Score -785744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -785747.250000 Penalty: 879.720581
	Iteration 32Q: 3 clusters Score -785747.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -785755.000000 Penalty: 879.720581
	Iteration 33Q: 3 clusters Score -785755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -785753.375000 Penalty: 879.720581
	Iteration 34Q: 3 clusters Score -785753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -785754.125000 Penalty: 879.720581
	Iteration 35Q: 3 clusters Score -785754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -785754.562500 Penalty: 879.720581
	Iteration 36Q: 3 clusters Score -785754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -785756.000000 Penalty: 879.720581
	Iteration 37Q: 3 clusters Score -785756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -785757.437500 Penalty: 879.720581
	Iteration 38Q: 3 clusters Score -785757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -785759.937500 Penalty: 879.720581
	Iteration 39Q: 3 clusters Score -785759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -785760.562500 Penalty: 879.720581
	Iteration 40F: 3 clusters Score -785760.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -785762.312500 Penalty: 879.720581
	Iteration 41Q: 3 clusters Score -785762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -785762.312500 Penalty: 879.720581
	Iteration 42Q: 3 clusters Score -785762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -785763.812500 Penalty: 879.720581
	Iteration 43Q: 3 clusters Score -785763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -785762.625000 Penalty: 879.720581
	Iteration 44Q: 3 clusters Score -785762.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -785765.812500 Penalty: 879.720581
	Iteration 45Q: 3 clusters Score -785765.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -785767.687500 Penalty: 879.720581
	Iteration 46Q: 3 clusters Score -785767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -785768.250000 Penalty: 879.720581
	Iteration 47Q: 3 clusters Score -785768.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -785769.312500 Penalty: 879.720581
	Iteration 48Q: 3 clusters Score -785769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -785772.687500 Penalty: 879.720581
	Iteration 49Q: 3 clusters Score -785772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -785773.937500 Penalty: 879.720581
	Iteration 50Q: 3 clusters Score -785773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -785775.625000 Penalty: 879.720581
	Iteration 51Q: 3 clusters Score -785775.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -785775.250000 Penalty: 879.720581
	Iteration 52Q: 3 clusters Score -785775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -785777.750000 Penalty: 879.720581
	Iteration 53Q: 3 clusters Score -785777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -785780.000000 Penalty: 879.720581
	Iteration 54Q: 3 clusters Score -785780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -785780.500000 Penalty: 879.720581
	Iteration 55Q: 3 clusters Score -785780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -785783.187500 Penalty: 879.720581
	Iteration 56Q: 3 clusters Score -785783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -785783.687500 Penalty: 879.720581
	Iteration 57Q: 3 clusters Score -785783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -785783.500000 Penalty: 879.720581
	Iteration 58Q: 3 clusters Score -785783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -785783.000000 Penalty: 879.720581
	Iteration 59Q: 3 clusters Score -785783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -785784.250000 Penalty: 879.720581
	Iteration 60F: 3 clusters Score -785784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -785784.562500 Penalty: 879.720581
	Iteration 61Q: 3 clusters Score -785784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -785784.500000 Penalty: 879.720581
	Iteration 62Q: 3 clusters Score -785784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -785785.875000 Penalty: 879.720581
	Iteration 63Q: 3 clusters Score -785785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -785785.375000 Penalty: 879.720581
	Iteration 64Q: 3 clusters Score -785785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -785784.875000 Penalty: 879.720581
	Iteration 65Q: 3 clusters Score -785784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -785784.812500 Penalty: 879.720581
	Iteration 66Q: 3 clusters Score -785784.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -785784.812500 Penalty: 879.720581
	Iteration 67Q: 3 clusters Score -785784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -785787.312500 Penalty: 879.720581
	Iteration 68Q: 3 clusters Score -785787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -785788.875000 Penalty: 879.720581
	Iteration 69Q: 3 clusters Score -785788.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -785790.437500 Penalty: 879.720581
	Iteration 70Q: 3 clusters Score -785790.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -785795.125000 Penalty: 879.720581
	Iteration 71Q: 3 clusters Score -785795.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -785803.625000 Penalty: 879.720581
	Iteration 72Q: 3 clusters Score -785803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -785809.812500 Penalty: 879.720581
	Iteration 73Q: 3 clusters Score -785809.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -785812.500000 Penalty: 879.720581
	Iteration 74Q: 3 clusters Score -785812.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -785814.437500 Penalty: 879.720581
	Iteration 75Q: 3 clusters Score -785814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -785817.437500 Penalty: 879.720581
	Iteration 76Q: 3 clusters Score -785817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -785818.687500 Penalty: 879.720581
	Iteration 77Q: 3 clusters Score -785818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -785818.375000 Penalty: 879.720581
	Iteration 78Q: 3 clusters Score -785818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -785819.812500 Penalty: 879.720581
	Iteration 79Q: 3 clusters Score -785819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -785822.937500 Penalty: 879.720581
	Iteration 80F: 3 clusters Score -785822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -785822.875000 Penalty: 879.720581
	Iteration 81Q: 3 clusters Score -785822.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -785824.125000 Penalty: 879.720581
	Iteration 82Q: 3 clusters Score -785824.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -785825.812500 Penalty: 879.720581
	Iteration 83Q: 3 clusters Score -785825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -785828.437500 Penalty: 879.720581
	Iteration 84Q: 3 clusters Score -785828.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -785829.875000 Penalty: 879.720581
	Iteration 85Q: 3 clusters Score -785829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -785830.937500 Penalty: 879.720581
	Iteration 86Q: 3 clusters Score -785830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -785831.375000 Penalty: 879.720581
	Iteration 87Q: 3 clusters Score -785831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -785832.812500 Penalty: 879.720581
	Iteration 88Q: 3 clusters Score -785832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -785833.000000 Penalty: 879.720581
	Iteration 89Q: 3 clusters Score -785833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -785833.000000 Penalty: 879.720581
	Iteration 90Q: 3 clusters Score -785833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -785833.750000 Penalty: 879.720581
	Iteration 91Q: 3 clusters Score -785833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -785834.437500 Penalty: 879.720581
	Iteration 92Q: 3 clusters Score -785834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -785834.125000 Penalty: 879.720581
	Iteration 93Q: 3 clusters Score -785834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -785834.125000 Penalty: 879.720581
	Iteration 94F: 3 clusters Score -785834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -33181.648438 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33181.65 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33405.453125 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33405.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33480.414062 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33480.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33530.390625 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33530.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33562.753906 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33562.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33578.105469 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33578.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33592.394531 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33592.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33604.757812 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33604.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33613.246094 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33613.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33620.152344 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33620.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33627.625000 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33627.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33632.015625 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33632.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33634.875000 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33634.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33637.851562 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33637.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33643.593750 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33643.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33653.027344 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -33653.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33666.167969 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -33666.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33678.511719 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -33678.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33688.324219 Penalty: 612.414001
	Iteration 18Q: 3 clusters Score -33688.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33697.375000 Penalty: 612.414001
	Iteration 19Q: 3 clusters Score -33697.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -33706.089844 Penalty: 612.414001
	Iteration 20F: 3 clusters Score -33706.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33707.515625 Penalty: 612.414001
	Iteration 21Q: 3 clusters Score -33707.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33708.433594 Penalty: 612.414001
	Iteration 22Q: 3 clusters Score -33708.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33709.125000 Penalty: 612.414001
	Iteration 23Q: 3 clusters Score -33709.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33709.484375 Penalty: 612.414001
	Iteration 24Q: 3 clusters Score -33709.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33709.484375 Penalty: 612.414001
	Iteration 25F: 3 clusters Score -33709.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Entering Unmasked Estep 
Score: -6822137.000000 Penalty: 541.098389
	Iteration 0F: 2 clusters Score -6822137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -6723622.000000 Penalty: 1082.196777
	Iteration 0F: 3 clusters Score -6723622 nChanged 71768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -6767140.500000 Penalty: 1082.196777
	Iteration 1F: 3 clusters Score -6767140 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -6768713.000000 Penalty: 1082.196777
	Iteration 2Q: 3 clusters Score -6768713 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -6770819.000000 Penalty: 1082.196777
	Iteration 3Q: 3 clusters Score -6770819 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -6773977.500000 Penalty: 1082.196777
	Iteration 4Q: 3 clusters Score -6773978 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 72940 members 
Entering Unmasked Estep 
Score: -6778814.500000 Penalty: 1082.196777
	Iteration 5F: 3 clusters Score -6778814 nChanged 9240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6786325 nChanged 10158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6795188 nChanged 9050
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6801330 nChanged 5983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6803907 nChanged 3585
Entering Unmasked Mstep 
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Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6805359 nChanged 3040
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6806586 nChanged 2896
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6807852 nChanged 2886
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6809142 nChanged 2843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6810495 nChanged 2684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6811566 nChanged 2372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6812394 nChanged 1992
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6812966 nChanged 1577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6813300 nChanged 1208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6813538 nChanged 985
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Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6813706 nChanged 777
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6813732 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6813807 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6813934 nChanged 505
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Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6814010 nChanged 437
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Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6814008 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6814030 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6814025 nChanged 292
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Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6814034 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6814047 nChanged 310
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Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6814072 nChanged 307
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Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6814057 nChanged 278
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Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6814066 nChanged 271
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Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6814086 nChanged 302
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Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6814072 nChanged 312
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Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6814077 nChanged 313
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Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6814104 nChanged 292
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Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6814149 nChanged 321
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Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6814168 nChanged 333
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Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6814189 nChanged 331
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Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6814176 nChanged 336
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6814192 nChanged 347
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Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6814172 nChanged 355
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Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6814220 nChanged 379
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Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6814242 nChanged 367
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Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6814266 nChanged 355
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Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6814266 nChanged 348
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Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6814278 nChanged 303
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Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6814298 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6814324 nChanged 324
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Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6814341 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6814330 nChanged 331
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Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 80333 members 
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	Iteration 52Q: 3 clusters Score -6814341 nChanged 364
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Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6814353 nChanged 354
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Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6814396 nChanged 352
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Mstep: Class 1 contains 64730 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6814420 nChanged 329
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Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6814435 nChanged 343
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Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6814464 nChanged 351
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Mstep: Class 1 contains 63707 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6814480 nChanged 345
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Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6814494 nChanged 383
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Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6814489 nChanged 389
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Mstep: Class 1 contains 62590 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6814504 nChanged 438
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Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6814518 nChanged 404
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Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6814494 nChanged 454
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Mstep: Class 1 contains 61294 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6814520 nChanged 433
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Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6814536 nChanged 428
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Mstep: Class 1 contains 60433 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6814588 nChanged 443
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Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6814616 nChanged 420
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Mstep: Class 1 contains 59570 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6814642 nChanged 423
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Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6814664 nChanged 429
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Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6814657 nChanged 407
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Mstep: Class 1 contains 58311 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6814710 nChanged 415
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Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6814713 nChanged 420
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Mstep: Class 1 contains 57476 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6814714 nChanged 418
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Mstep: Class 1 contains 57058 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6814744 nChanged 413
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6814773 nChanged 401
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6814798 nChanged 401
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Mstep: Class 2 contains 90290 members 
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	Iteration 77Q: 3 clusters Score -6814811 nChanged 448
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Mstep: Class 1 contains 55395 members 
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	Iteration 78Q: 3 clusters Score -6814834 nChanged 409
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Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 91147 members 
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	Iteration 79Q: 3 clusters Score -6814854 nChanged 389
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Mstep: Class 1 contains 54597 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6814874 nChanged 367
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Mstep: Class 1 contains 54230 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6814876 nChanged 364
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Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 92267 members 
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	Iteration 82Q: 3 clusters Score -6814893 nChanged 368
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Mstep: Class 1 contains 53498 members 
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	Iteration 83Q: 3 clusters Score -6814907 nChanged 359
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Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6814919 nChanged 322
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Mstep: Class 1 contains 52817 members 
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	Iteration 85Q: 3 clusters Score -6814932 nChanged 340
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Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 93656 members 
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	Iteration 86Q: 3 clusters Score -6814932 nChanged 317
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Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6814933 nChanged 353
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Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6814964 nChanged 356
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Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 94682 members 
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	Iteration 89Q: 3 clusters Score -6814986 nChanged 344
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Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6815004 nChanged 383
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Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 95409 members 
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	Iteration 91Q: 3 clusters Score -6814996 nChanged 339
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Mstep: Class 1 contains 50385 members 
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	Iteration 92Q: 3 clusters Score -6815010 nChanged 327
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Mstep: Class 1 contains 50058 members 
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	Iteration 93Q: 3 clusters Score -6815026 nChanged 339
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Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6815024 nChanged 342
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6815030 nChanged 335
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	Iteration 96Q: 3 clusters Score -6815052 nChanged 292
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Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6815070 nChanged 277
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Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 97660 members 
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	Iteration 98Q: 3 clusters Score -6815110 nChanged 261
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Mstep: Class 2 contains 97921 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6815234 nChanged 300
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Entering Unmasked Estep 
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Mstep: Class 2 contains 100222 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6815272 nChanged 407
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Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6815307 nChanged 423
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Entering Unmasked Estep 
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Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6815352 nChanged 336
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Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6815342 nChanged 331
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Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6815360 nChanged 334
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Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6815392 nChanged 330
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Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6815418 nChanged 313
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Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6815403 nChanged 328
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Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6815418 nChanged 311
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Mstep: Class 1 contains 41690 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6815436 nChanged 312
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Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6815440 nChanged 290
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Entering Unmasked Estep 
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Mstep: Class 2 contains 105317 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6815472 nChanged 303
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Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6815502 nChanged 286
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6815522 nChanged 285
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6815538 nChanged 315
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6815540 nChanged 328
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6815562 nChanged 313
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6815583 nChanged 312
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6815600 nChanged 275
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6815629 nChanged 325
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6815623 nChanged 301
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6815608 nChanged 306
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6815632 nChanged 365
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Mstep: Class 1 contains 34720 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6815688 nChanged 381
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Mstep: Class 1 contains 33970 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6815700 nChanged 417
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6815760 nChanged 391
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6815794 nChanged 430
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6815812 nChanged 416
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6815844 nChanged 438
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	Iteration 152Q: 3 clusters Score -6815947 nChanged 481
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	Iteration 154Q: 3 clusters Score -6816056 nChanged 489
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6816141 nChanged 510
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	Iteration 158Q: 3 clusters Score -6816201 nChanged 508
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	Iteration 159Q: 3 clusters Score -6816196 nChanged 490
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6816241 nChanged 522
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6816288 nChanged 533
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Mstep: Class 1 contains 25568 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6816334 nChanged 551
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6816373 nChanged 590
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6816418 nChanged 576
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6816487 nChanged 549
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6816571 nChanged 567
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6816618 nChanged 605
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	Iteration 168Q: 3 clusters Score -6816680 nChanged 618
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	Iteration 170Q: 3 clusters Score -6816880 nChanged 683
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6816938 nChanged 710
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	Iteration 172Q: 3 clusters Score -6817084 nChanged 729
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Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6817193 nChanged 742
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	Iteration 174Q: 3 clusters Score -6817322 nChanged 709
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6817437 nChanged 721
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6817574 nChanged 701
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Mstep: Class 2 contains 130875 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6817900 nChanged 675
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	Iteration 180F: 3 clusters Score -6817988 nChanged 686
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6818118 nChanged 677
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	Iteration 182Q: 3 clusters Score -6818258 nChanged 702
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	Iteration 183Q: 3 clusters Score -6818436 nChanged 780
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	Iteration 184Q: 3 clusters Score -6818596 nChanged 734
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6818777 nChanged 767
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	Iteration 186Q: 3 clusters Score -6818967 nChanged 817
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6819139 nChanged 806
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6819352 nChanged 757
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Mstep: Class 1 contains 7184 members 
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	Iteration 189Q: 3 clusters Score -6819560 nChanged 757
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Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6819760 nChanged 727
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	Iteration 191Q: 3 clusters Score -6819966 nChanged 699
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	Iteration 192Q: 3 clusters Score -6820147 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 141764 members 
Entering Unmasked Estep 
Score: -6820361.500000 Penalty: 1082.196777
	Iteration 193Q: 3 clusters Score -6820362 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -6820475.500000 Penalty: 1082.196777
	Iteration 194Q: 3 clusters Score -6820476 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 142897 members 
Entering Unmasked Estep 
Score: -6820614.000000 Penalty: 1082.196777
	Iteration 195Q: 3 clusters Score -6820614 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 143407 members 
Entering Unmasked Estep 
Score: -6820769.500000 Penalty: 1082.196777
	Iteration 196Q: 3 clusters Score -6820770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 143900 members 
Entering Unmasked Estep 
Score: -6820935.000000 Penalty: 1082.196777
	Iteration 197Q: 3 clusters Score -6820935 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -6821100.500000 Penalty: 1082.196777
	Iteration 198Q: 3 clusters Score -6821100 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 144736 members 
Entering Unmasked Estep 
Score: -6821235.500000 Penalty: 1082.196777
	Iteration 199Q: 3 clusters Score -6821236 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -6821355.000000 Penalty: 1082.196777
	Iteration 200F: 3 clusters Score -6821355 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -6821446.000000 Penalty: 1082.196777
	Iteration 201Q: 3 clusters Score -6821446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -6821477.500000 Penalty: 1082.196777
	Iteration 202Q: 3 clusters Score -6821478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -6821519.000000 Penalty: 1082.196777
	Iteration 203Q: 3 clusters Score -6821519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -6821542.000000 Penalty: 1082.196777
	Iteration 204Q: 3 clusters Score -6821542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -6821567.500000 Penalty: 1082.196777
	Iteration 205Q: 3 clusters Score -6821568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -6821580.500000 Penalty: 1082.196777
	Iteration 206Q: 3 clusters Score -6821580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -6821594.000000 Penalty: 1082.196777
	Iteration 207Q: 3 clusters Score -6821594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 145815 members 
Entering Unmasked Estep 
Score: -6821599.000000 Penalty: 1082.196777
	Iteration 208Q: 3 clusters Score -6821599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -6821612.000000 Penalty: 1082.196777
	Iteration 209Q: 3 clusters Score -6821612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145853 members 
Entering Unmasked Estep 
Score: -6821623.500000 Penalty: 1082.196777
	Iteration 210Q: 3 clusters Score -6821624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -6821633.500000 Penalty: 1082.196777
	Iteration 211Q: 3 clusters Score -6821634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -6821636.500000 Penalty: 1082.196777
	Iteration 212Q: 3 clusters Score -6821636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -6821639.500000 Penalty: 1082.196777
	Iteration 213Q: 3 clusters Score -6821640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -6821651.500000 Penalty: 1082.196777
	Iteration 214Q: 3 clusters Score -6821652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 145916 members 
Entering Unmasked Estep 
Score: -6821657.500000 Penalty: 1082.196777
	Iteration 215Q: 3 clusters Score -6821658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145926 members 
Entering Unmasked Estep 
Score: -6821660.000000 Penalty: 1082.196777
	Iteration 216Q: 3 clusters Score -6821660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 145927 members 
Entering Unmasked Estep 
Score: -6821664.000000 Penalty: 1082.196777
	Iteration 217Q: 3 clusters Score -6821664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -6821669.000000 Penalty: 1082.196777
	Iteration 218Q: 3 clusters Score -6821669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -6821672.000000 Penalty: 1082.196777
	Iteration 219Q: 3 clusters Score -6821672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 145937 members 
Entering Unmasked Estep 
Score: -6821671.500000 Penalty: 1082.196777
	Iteration 220F: 3 clusters Score -6821672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 145941 members 
Entering Unmasked Estep 
Score: -6821674.500000 Penalty: 1082.196777
	Iteration 221Q: 3 clusters Score -6821674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 145943 members 
Entering Unmasked Estep 
Score: -6821674.500000 Penalty: 1082.196777
	Iteration 222Q: 3 clusters Score -6821674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -6821676.000000 Penalty: 1082.196777
	Iteration 223Q: 3 clusters Score -6821676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 145946 members 
Entering Unmasked Estep 
Score: -6821678.000000 Penalty: 1082.196777
	Iteration 224Q: 3 clusters Score -6821678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -6821676.000000 Penalty: 1082.196777
	Iteration 225Q: 3 clusters Score -6821676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -6821676.000000 Penalty: 1082.196777
	Iteration 226F: 3 clusters Score -6821676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -28310.191406 Penalty: 297.088562
	Iteration 0F: 2 clusters Score -28310.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27709.023438 Penalty: 594.177124
	Iteration 0F: 3 clusters Score -27709.02 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27888.482422 Penalty: 594.177124
	Iteration 1F: 3 clusters Score -27888.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27956.871094 Penalty: 594.177124
	Iteration 2F: 3 clusters Score -27956.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28028.201172 Penalty: 594.177124
	Iteration 3F: 3 clusters Score -28028.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28091.199219 Penalty: 594.177124
	Iteration 4F: 3 clusters Score -28091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28127.857422 Penalty: 594.177124
	Iteration 5Q: 3 clusters Score -28127.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28152.761719 Penalty: 594.177124
	Iteration 6Q: 3 clusters Score -28152.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28167.435547 Penalty: 594.177124
	Iteration 7Q: 3 clusters Score -28167.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28173.974609 Penalty: 594.177124
	Iteration 8Q: 3 clusters Score -28173.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28174.658203 Penalty: 594.177124
	Iteration 9Q: 3 clusters Score -28174.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28177.341797 Penalty: 594.177124
	Iteration 10Q: 3 clusters Score -28177.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28177.341797 Penalty: 594.177124
	Iteration 11F: 3 clusters Score -28177.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31989.052734 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -31989.05 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -32297.214844 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32297.21 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32487.466797 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32487.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32667.589844 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32667.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32747.173828 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -32747.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32805.136719 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -32805.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32843.421875 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32843.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32856.480469 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32856.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -32865.062500 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32865.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -32870.925781 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32870.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -32872.582031 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32872.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -32873.046875 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -32873.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -32873.046875 Penalty: 608.640259
	Iteration 12F: 3 clusters Score -32873.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 157629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100984 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15792 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146133 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 725 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Mstep: Class 28 contains 78 members 
Entering Unmasked Estep 
Score: -23235528.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23235626.000000 to -23235528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1558.010254 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1558.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1583.147827 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -1583.148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1585.158325 Penalty: 359.563171
	Iteration 2Q: 3 clusters Score -1585.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1585.158325 Penalty: 359.563171
	Iteration 3F: 3 clusters Score -1585.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -136169.500000 Penalty: 364.997009
	Iteration 0F: 2 clusters Score -136169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -134050.937500 Penalty: 729.994019
	Iteration 0F: 3 clusters Score -134050.9 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -134850.234375 Penalty: 729.994019
	Iteration 1F: 3 clusters Score -134850.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -134961.859375 Penalty: 729.994019
	Iteration 2F: 3 clusters Score -134961.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -135044.156250 Penalty: 729.994019
	Iteration 3F: 3 clusters Score -135044.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -135127.406250 Penalty: 729.994019
	Iteration 4Q: 3 clusters Score -135127.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135225.843750 Penalty: 729.994019
	Iteration 5F: 3 clusters Score -135225.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -135328.312500 Penalty: 729.994019
	Iteration 6Q: 3 clusters Score -135328.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135432.593750 Penalty: 729.994019
	Iteration 7Q: 3 clusters Score -135432.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135531.046875 Penalty: 729.994019
	Iteration 8Q: 3 clusters Score -135531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135600.578125 Penalty: 729.994019
	Iteration 9Q: 3 clusters Score -135600.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135656.609375 Penalty: 729.994019
	Iteration 10Q: 3 clusters Score -135656.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135695.156250 Penalty: 729.994019
	Iteration 11Q: 3 clusters Score -135695.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -135724.734375 Penalty: 729.994019
	Iteration 12Q: 3 clusters Score -135724.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135755.328125 Penalty: 729.994019
	Iteration 13Q: 3 clusters Score -135755.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135775.609375 Penalty: 729.994019
	Iteration 14Q: 3 clusters Score -135775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -135803.468750 Penalty: 729.994019
	Iteration 15Q: 3 clusters Score -135803.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135822.625000 Penalty: 729.994019
	Iteration 16Q: 3 clusters Score -135822.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -135836.546875 Penalty: 729.994019
	Iteration 17Q: 3 clusters Score -135836.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135844.671875 Penalty: 729.994019
	Iteration 18Q: 3 clusters Score -135844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -135853.406250 Penalty: 729.994019
	Iteration 19Q: 3 clusters Score -135853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -135861.953125 Penalty: 729.994019
	Iteration 20F: 3 clusters Score -135862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -135870.343750 Penalty: 729.994019
	Iteration 21Q: 3 clusters Score -135870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -135872.828125 Penalty: 729.994019
	Iteration 22Q: 3 clusters Score -135872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -135876.812500 Penalty: 729.994019
	Iteration 23Q: 3 clusters Score -135876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135879.046875 Penalty: 729.994019
	Iteration 24Q: 3 clusters Score -135879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -135879.406250 Penalty: 729.994019
	Iteration 25Q: 3 clusters Score -135879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135879.750000 Penalty: 729.994019
	Iteration 26Q: 3 clusters Score -135879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135879.750000 Penalty: 729.994019
	Iteration 27F: 3 clusters Score -135879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13209.016602 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13209.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13307.067383 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13307.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13332.092773 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13332.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13342.367188 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13342.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13352.521484 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13352.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13362.272461 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13362.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13369.016602 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13369.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13373.448242 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13373.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13377.921875 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13377.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13382.891602 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -13382.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13387.597656 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -13387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13388.975586 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -13388.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13389.647461 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -13389.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13390.730469 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -13390.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13392.182617 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -13392.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13393.216797 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -13393.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13393.216797 Penalty: 525.201111
	Iteration 16F: 3 clusters Score -13393.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -129340.906250 Penalty: 357.866058
	Iteration 0F: 2 clusters Score -129340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -127504.109375 Penalty: 715.732117
	Iteration 0F: 3 clusters Score -127504.1 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -128108.789062 Penalty: 715.732117
	Iteration 1F: 3 clusters Score -128108.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -128178.554688 Penalty: 715.732117
	Iteration 2F: 3 clusters Score -128178.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -128236.695312 Penalty: 715.732117
	Iteration 3F: 3 clusters Score -128236.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -128293.585938 Penalty: 715.732117
	Iteration 4Q: 3 clusters Score -128293.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -128353.406250 Penalty: 715.732117
	Iteration 5Q: 3 clusters Score -128353.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -128423.187500 Penalty: 715.732117
	Iteration 6Q: 3 clusters Score -128423.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -128515.179688 Penalty: 715.732117
	Iteration 7Q: 3 clusters Score -128515.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128640.976562 Penalty: 715.732117
	Iteration 8F: 3 clusters Score -128641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -128749.500000 Penalty: 715.732117
	Iteration 9F: 3 clusters Score -128749.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -128837.976562 Penalty: 715.732117
	Iteration 10Q: 3 clusters Score -128838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -128898.664062 Penalty: 715.732117
	Iteration 11Q: 3 clusters Score -128898.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -128935.335938 Penalty: 715.732117
	Iteration 12Q: 3 clusters Score -128935.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -128951.921875 Penalty: 715.732117
	Iteration 13Q: 3 clusters Score -128951.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -128959.906250 Penalty: 715.732117
	Iteration 14Q: 3 clusters Score -128959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -128964.171875 Penalty: 715.732117
	Iteration 15Q: 3 clusters Score -128964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -128967.867188 Penalty: 715.732117
	Iteration 16Q: 3 clusters Score -128967.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -128969.492188 Penalty: 715.732117
	Iteration 17Q: 3 clusters Score -128969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -128970.210938 Penalty: 715.732117
	Iteration 18Q: 3 clusters Score -128970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -128971.218750 Penalty: 715.732117
	Iteration 19Q: 3 clusters Score -128971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -128971.804688 Penalty: 715.732117
	Iteration 20F: 3 clusters Score -128971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -128973.062500 Penalty: 715.732117
	Iteration 21Q: 3 clusters Score -128973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -128975.062500 Penalty: 715.732117
	Iteration 22Q: 3 clusters Score -128975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -128979.304688 Penalty: 715.732117
	Iteration 23Q: 3 clusters Score -128979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -128983.453125 Penalty: 715.732117
	Iteration 24Q: 3 clusters Score -128983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -128986.578125 Penalty: 715.732117
	Iteration 25Q: 3 clusters Score -128986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -128989.859375 Penalty: 715.732117
	Iteration 26Q: 3 clusters Score -128989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -128993.171875 Penalty: 715.732117
	Iteration 27Q: 3 clusters Score -128993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -128994.554688 Penalty: 715.732117
	Iteration 28Q: 3 clusters Score -128994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -128995.195312 Penalty: 715.732117
	Iteration 29Q: 3 clusters Score -128995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -128995.914062 Penalty: 715.732117
	Iteration 30Q: 3 clusters Score -128995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -128996.945312 Penalty: 715.732117
	Iteration 31Q: 3 clusters Score -128996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -128998.046875 Penalty: 715.732117
	Iteration 32Q: 3 clusters Score -128998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -128999.429688 Penalty: 715.732117
	Iteration 33Q: 3 clusters Score -128999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -128999.960938 Penalty: 715.732117
	Iteration 34Q: 3 clusters Score -129000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -129001.406250 Penalty: 715.732117
	Iteration 35Q: 3 clusters Score -129001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -129001.976562 Penalty: 715.732117
	Iteration 36Q: 3 clusters Score -129002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -129002.335938 Penalty: 715.732117
	Iteration 37Q: 3 clusters Score -129002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -129002.515625 Penalty: 715.732117
	Iteration 38Q: 3 clusters Score -129002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -129002.664062 Penalty: 715.732117
	Iteration 39Q: 3 clusters Score -129002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -129002.867188 Penalty: 715.732117
	Iteration 40F: 3 clusters Score -129002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -129003.109375 Penalty: 715.732117
	Iteration 41Q: 3 clusters Score -129003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -129003.109375 Penalty: 715.732117
	Iteration 42F: 3 clusters Score -129003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22781 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 157629 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100984 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15792 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146133 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235620.000000 Penalty: 16169.891602
Iteration 279Q: 28 clusters Score -2.323562e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 157613 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100985 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15803 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146150 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235630.000000 Penalty: 16169.891602
Iteration 280F: 28 clusters Score -2.323563e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22794 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 157605 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100987 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15817 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146164 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235676.000000 Penalty: 16169.891602
Iteration 281Q: 28 clusters Score -2.323568e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 3613 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22804 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 157592 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100984 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15822 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146193 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235678.000000 Penalty: 16169.891602
Iteration 282Q: 28 clusters Score -2.323568e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22810 members 
Mstep: Class 6 contains 6264 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 157575 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100979 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146230 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235666.000000 Penalty: 16169.891602
Iteration 283Q: 28 clusters Score -2.323567e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22819 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 157570 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100978 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146249 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235674.000000 Penalty: 16169.891602
Iteration 284Q: 28 clusters Score -2.323567e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22834 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1580 members 
Mstep: Class 13 contains 157546 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 100986 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15840 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146272 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235632.000000 Penalty: 16169.891602
Iteration 285Q: 28 clusters Score -2.323563e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 3647 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22855 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4412 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 157507 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 100993 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15844 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146314 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235642.000000 Penalty: 16169.891602
Iteration 286Q: 28 clusters Score -2.323564e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22869 members 
Mstep: Class 6 contains 6125 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4413 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 157467 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 100996 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15848 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146362 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235636.000000 Penalty: 16169.891602
Iteration 287Q: 28 clusters Score -2.323564e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22871 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 157445 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101006 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15850 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146394 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235656.000000 Penalty: 16169.891602
Iteration 288Q: 28 clusters Score -2.323566e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22875 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 157422 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101010 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15854 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146418 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235638.000000 Penalty: 16169.891602
Iteration 289Q: 28 clusters Score -2.323564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22884 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 157399 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101011 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15861 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146441 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235610.000000 Penalty: 16169.891602
Iteration 290Q: 28 clusters Score -2.323561e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22897 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 157361 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101014 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15867 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146475 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235652.000000 Penalty: 16169.891602
Iteration 291Q: 28 clusters Score -2.323565e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 3667 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22906 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 835 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 157340 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 101020 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15875 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146485 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235672.000000 Penalty: 16169.891602
Iteration 292Q: 28 clusters Score -2.323567e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3668 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22916 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 157323 members 
Mstep: Class 14 contains 2368 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101029 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15879 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146493 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 293Q: 28 clusters Score -2.323574e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 5962 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 840 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1559 members 
Mstep: Class 13 contains 157332 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101037 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15884 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146494 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3044 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235716.000000 Penalty: 16169.891602
Iteration 294Q: 28 clusters Score -2.323572e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22924 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4415 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 157328 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101044 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146502 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235678.000000 Penalty: 16169.891602
Iteration 295Q: 28 clusters Score -2.323568e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22923 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 157325 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101053 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146509 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 296Q: 28 clusters Score -2.323569e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 3685 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22929 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 4417 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 157326 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101057 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146515 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235720.000000 Penalty: 16169.891602
Iteration 297Q: 28 clusters Score -2.323572e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22938 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 157318 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101062 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15886 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146520 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235738.000000 Penalty: 16169.891602
Iteration 298Q: 28 clusters Score -2.323574e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 6 contains 5836 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 157325 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 101065 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146522 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235728.000000 Penalty: 16169.891602
Iteration 299Q: 28 clusters Score -2.323573e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22957 members 
Mstep: Class 6 contains 5808 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 4427 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 157333 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101068 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146519 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235720.000000 Penalty: 16169.891602
Iteration 300F: 28 clusters Score -2.323572e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 3716 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 157328 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101070 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146508 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235692.000000 Penalty: 16169.891602
Iteration 301Q: 28 clusters Score -2.323569e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 22990 members 
Mstep: Class 6 contains 5776 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 157335 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101069 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15888 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146495 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3045 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 302Q: 28 clusters Score -2.32357e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 3725 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23000 members 
Mstep: Class 6 contains 5761 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 157346 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101073 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15890 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146480 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235692.000000 Penalty: 16169.891602
Iteration 303Q: 28 clusters Score -2.323569e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 3729 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23011 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 157358 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101076 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15894 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146464 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235694.000000 Penalty: 16169.891602
Iteration 304Q: 28 clusters Score -2.323569e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 3732 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 157362 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101078 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15900 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146453 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235682.000000 Penalty: 16169.891602
Iteration 305Q: 28 clusters Score -2.323568e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3734 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23030 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 157374 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101081 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15907 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146437 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235662.000000 Penalty: 16169.891602
Iteration 306Q: 28 clusters Score -2.323566e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23037 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 157384 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101084 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15911 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146427 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 307Q: 28 clusters Score -2.323569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23043 members 
Mstep: Class 6 contains 5693 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 157400 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101087 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15911 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146408 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235672.000000 Penalty: 16169.891602
Iteration 308Q: 28 clusters Score -2.323567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23050 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 13 contains 157414 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101088 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15911 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146390 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235664.000000 Penalty: 16169.891602
Iteration 309Q: 28 clusters Score -2.323566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23058 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 157424 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101089 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15913 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146375 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235660.000000 Penalty: 16169.891602
Iteration 310Q: 28 clusters Score -2.323566e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23066 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 393 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 157425 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101092 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146370 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235646.000000 Penalty: 16169.891602
Iteration 311Q: 28 clusters Score -2.323565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23074 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 157440 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 101096 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146355 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235672.000000 Penalty: 16169.891602
Iteration 312Q: 28 clusters Score -2.323567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23075 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 13 contains 157458 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 101103 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146342 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235680.000000 Penalty: 16169.891602
Iteration 313Q: 28 clusters Score -2.323568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23080 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 157463 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146336 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 314Q: 28 clusters Score -2.323569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23084 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 157472 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101114 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15914 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146333 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235702.000000 Penalty: 16169.891602
Iteration 315Q: 28 clusters Score -2.32357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23087 members 
Mstep: Class 6 contains 5633 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 157486 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101116 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15915 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146322 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235714.000000 Penalty: 16169.891602
Iteration 316Q: 28 clusters Score -2.323571e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23091 members 
Mstep: Class 6 contains 5631 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 157505 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101117 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146303 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235714.000000 Penalty: 16169.891602
Iteration 317Q: 28 clusters Score -2.323571e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 157517 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101120 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146291 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235734.000000 Penalty: 16169.891602
Iteration 318Q: 28 clusters Score -2.323573e+07 nChanged 32
Entering ConstructFrom: 
Score: -23235734.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (37800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Entering Unmasked Estep 
Score: -1665970.000000 Penalty: 479.572937
	Iteration 0F: 2 clusters Score -1665970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1640479.000000 Penalty: 959.145874
	Iteration 0F: 3 clusters Score -1640479 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1651294.750000 Penalty: 959.145874
	Iteration 1F: 3 clusters Score -1651295 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1651723.625000 Penalty: 959.145874
	Iteration 2Q: 3 clusters Score -1651724 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1652277.875000 Penalty: 959.145874
	Iteration 3Q: 3 clusters Score -1652278 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1653015.500000 Penalty: 959.145874
	Iteration 4Q: 3 clusters Score -1653016 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1653993.625000 Penalty: 959.145874
	Iteration 5Q: 3 clusters Score -1653994 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1655316.625000 Penalty: 959.145874
	Iteration 6F: 3 clusters Score -1655317 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1656916.250000 Penalty: 959.145874
	Iteration 7F: 3 clusters Score -1656916 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -1658047.250000 Penalty: 959.145874
	Iteration 8F: 3 clusters Score -1658047 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1658502.000000 Penalty: 959.145874
	Iteration 9Q: 3 clusters Score -1658502 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -1658652.375000 Penalty: 959.145874
	Iteration 10Q: 3 clusters Score -1658652 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1658716.000000 Penalty: 959.145874
	Iteration 11Q: 3 clusters Score -1658716 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1658755.000000 Penalty: 959.145874
	Iteration 12Q: 3 clusters Score -1658755 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1658787.875000 Penalty: 959.145874
	Iteration 13Q: 3 clusters Score -1658788 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -1658828.750000 Penalty: 959.145874
	Iteration 14Q: 3 clusters Score -1658829 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1658871.125000 Penalty: 959.145874
	Iteration 15Q: 3 clusters Score -1658871 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1658893.625000 Penalty: 959.145874
	Iteration 16Q: 3 clusters Score -1658894 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -1658925.500000 Penalty: 959.145874
	Iteration 17Q: 3 clusters Score -1658926 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1658958.625000 Penalty: 959.145874
	Iteration 18Q: 3 clusters Score -1658959 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -1659002.750000 Penalty: 959.145874
	Iteration 19Q: 3 clusters Score -1659003 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1659076.000000 Penalty: 959.145874
	Iteration 20F: 3 clusters Score -1659076 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1659138.750000 Penalty: 959.145874
	Iteration 21Q: 3 clusters Score -1659139 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -1659223.750000 Penalty: 959.145874
	Iteration 22Q: 3 clusters Score -1659224 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -1659315.875000 Penalty: 959.145874
	Iteration 23Q: 3 clusters Score -1659316 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -1659415.875000 Penalty: 959.145874
	Iteration 24Q: 3 clusters Score -1659416 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -1659528.875000 Penalty: 959.145874
	Iteration 25Q: 3 clusters Score -1659529 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1659645.000000 Penalty: 959.145874
	Iteration 26Q: 3 clusters Score -1659645 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -1659788.625000 Penalty: 959.145874
	Iteration 27Q: 3 clusters Score -1659789 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -1659963.000000 Penalty: 959.145874
	Iteration 28Q: 3 clusters Score -1659963 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -1660143.625000 Penalty: 959.145874
	Iteration 29Q: 3 clusters Score -1660144 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -1660376.750000 Penalty: 959.145874
	Iteration 30Q: 3 clusters Score -1660377 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -1660651.000000 Penalty: 959.145874
	Iteration 31Q: 3 clusters Score -1660651 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -1660957.250000 Penalty: 959.145874
	Iteration 32Q: 3 clusters Score -1660957 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -1661328.625000 Penalty: 959.145874
	Iteration 33Q: 3 clusters Score -1661329 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -1661731.250000 Penalty: 959.145874
	Iteration 34Q: 3 clusters Score -1661731 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -1662218.250000 Penalty: 959.145874
	Iteration 35Q: 3 clusters Score -1662218 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -1662703.000000 Penalty: 959.145874
	Iteration 36Q: 3 clusters Score -1662703 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -1663210.875000 Penalty: 959.145874
	Iteration 37Q: 3 clusters Score -1663211 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -1663686.875000 Penalty: 959.145874
	Iteration 38Q: 3 clusters Score -1663687 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -1664138.250000 Penalty: 959.145874
	Iteration 39Q: 3 clusters Score -1664138 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -1664583.625000 Penalty: 959.145874
	Iteration 40F: 3 clusters Score -1664584 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -1664908.375000 Penalty: 959.145874
	Iteration 41Q: 3 clusters Score -1664908 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -1665146.625000 Penalty: 959.145874
	Iteration 42Q: 3 clusters Score -1665147 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -1665332.125000 Penalty: 959.145874
	Iteration 43Q: 3 clusters Score -1665332 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -1665443.500000 Penalty: 959.145874
	Iteration 44Q: 3 clusters Score -1665444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -1665535.125000 Penalty: 959.145874
	Iteration 45Q: 3 clusters Score -1665535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -1665586.750000 Penalty: 959.145874
	Iteration 46Q: 3 clusters Score -1665587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -1665622.125000 Penalty: 959.145874
	Iteration 47Q: 3 clusters Score -1665622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -1665650.375000 Penalty: 959.145874
	Iteration 48Q: 3 clusters Score -1665650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -1665662.375000 Penalty: 959.145874
	Iteration 49Q: 3 clusters Score -1665662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -1665671.500000 Penalty: 959.145874
	Iteration 50Q: 3 clusters Score -1665672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -1665677.250000 Penalty: 959.145874
	Iteration 51Q: 3 clusters Score -1665677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -1665681.875000 Penalty: 959.145874
	Iteration 52Q: 3 clusters Score -1665682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -1665689.750000 Penalty: 959.145874
	Iteration 53Q: 3 clusters Score -1665690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -1665696.750000 Penalty: 959.145874
	Iteration 54Q: 3 clusters Score -1665697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -1665699.875000 Penalty: 959.145874
	Iteration 55Q: 3 clusters Score -1665700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -1665700.125000 Penalty: 959.145874
	Iteration 56Q: 3 clusters Score -1665700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -1665700.000000 Penalty: 959.145874
	Iteration 57Q: 3 clusters Score -1665700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -1665700.000000 Penalty: 959.145874
	Iteration 58F: 3 clusters Score -1665700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -176063.328125 Penalty: 374.345551
	Iteration 0F: 2 clusters Score -176063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -173527.359375 Penalty: 748.691101
	Iteration 0F: 3 clusters Score -173527.4 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -174414.640625 Penalty: 748.691101
	Iteration 1F: 3 clusters Score -174414.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -174514.312500 Penalty: 748.691101
	Iteration 2F: 3 clusters Score -174514.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -174617.140625 Penalty: 748.691101
	Iteration 3F: 3 clusters Score -174617.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -174690.187500 Penalty: 748.691101
	Iteration 4Q: 3 clusters Score -174690.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -174757.875000 Penalty: 748.691101
	Iteration 5Q: 3 clusters Score -174757.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -174842.281250 Penalty: 748.691101
	Iteration 6Q: 3 clusters Score -174842.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -174953.250000 Penalty: 748.691101
	Iteration 7Q: 3 clusters Score -174953.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -175077.875000 Penalty: 748.691101
	Iteration 8Q: 3 clusters Score -175077.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -175196.640625 Penalty: 748.691101
	Iteration 9Q: 3 clusters Score -175196.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -175290.437500 Penalty: 748.691101
	Iteration 10Q: 3 clusters Score -175290.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175352.968750 Penalty: 748.691101
	Iteration 11Q: 3 clusters Score -175353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175402.921875 Penalty: 748.691101
	Iteration 12Q: 3 clusters Score -175402.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -175468.359375 Penalty: 748.691101
	Iteration 13Q: 3 clusters Score -175468.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175528.453125 Penalty: 748.691101
	Iteration 14Q: 3 clusters Score -175528.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175577.359375 Penalty: 748.691101
	Iteration 15Q: 3 clusters Score -175577.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175611.906250 Penalty: 748.691101
	Iteration 16Q: 3 clusters Score -175611.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175650.031250 Penalty: 748.691101
	Iteration 17Q: 3 clusters Score -175650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175685.312500 Penalty: 748.691101
	Iteration 18Q: 3 clusters Score -175685.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175703.421875 Penalty: 748.691101
	Iteration 19Q: 3 clusters Score -175703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -175716.671875 Penalty: 748.691101
	Iteration 20F: 3 clusters Score -175716.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175725.312500 Penalty: 748.691101
	Iteration 21Q: 3 clusters Score -175725.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -175733.906250 Penalty: 748.691101
	Iteration 22Q: 3 clusters Score -175733.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175741.390625 Penalty: 748.691101
	Iteration 23Q: 3 clusters Score -175741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -175745.046875 Penalty: 748.691101
	Iteration 24Q: 3 clusters Score -175745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175749.671875 Penalty: 748.691101
	Iteration 25Q: 3 clusters Score -175749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -175752.312500 Penalty: 748.691101
	Iteration 26Q: 3 clusters Score -175752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175753.765625 Penalty: 748.691101
	Iteration 27Q: 3 clusters Score -175753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -175755.437500 Penalty: 748.691101
	Iteration 28Q: 3 clusters Score -175755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -175756.093750 Penalty: 748.691101
	Iteration 29Q: 3 clusters Score -175756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -175757.578125 Penalty: 748.691101
	Iteration 30Q: 3 clusters Score -175757.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -175758.265625 Penalty: 748.691101
	Iteration 31Q: 3 clusters Score -175758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175758.296875 Penalty: 748.691101
	Iteration 32Q: 3 clusters Score -175758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -175758.296875 Penalty: 748.691101
	Iteration 33F: 3 clusters Score -175758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19190.873047 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19190.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18738.419922 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18738.42 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18848.144531 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18848.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18880.240234 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18880.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18892.914062 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -18892.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18900.832031 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18900.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18906.486328 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18906.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18910.748047 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18910.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18917.560547 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18917.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18929.970703 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -18929.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18936.843750 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -18936.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18941.445312 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -18941.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18945.455078 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -18945.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18946.951172 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -18946.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18949.095703 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -18949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18954.861328 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -18954.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18958.744141 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -18958.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18965.189453 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -18965.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -18969.880859 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -18969.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -18976.332031 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -18976.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18979.861328 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -18979.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18987.791016 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -18987.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -18994.777344 Penalty: 552.647095
	Iteration 21Q: 3 clusters Score -18994.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18998.613281 Penalty: 552.647095
	Iteration 22Q: 3 clusters Score -18998.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19003.353516 Penalty: 552.647095
	Iteration 23Q: 3 clusters Score -19003.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19006.896484 Penalty: 552.647095
	Iteration 24Q: 3 clusters Score -19006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19009.251953 Penalty: 552.647095
	Iteration 25Q: 3 clusters Score -19009.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19009.718750 Penalty: 552.647095
	Iteration 26Q: 3 clusters Score -19009.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19009.718750 Penalty: 552.647095
	Iteration 27F: 3 clusters Score -19009.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9368.194336 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9368.194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9437.944336 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9437.944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9460.922852 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9460.923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9468.227539 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9468.228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9474.248047 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9474.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9475.577148 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9475.577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9476.957031 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9476.957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9476.957031 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -9476.957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Entering Unmasked Estep 
Score: -1109041.125000 Penalty: 457.153412
	Iteration 0F: 2 clusters Score -1109041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1093458.125000 Penalty: 914.306824
	Iteration 0F: 3 clusters Score -1093458 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1100243.250000 Penalty: 914.306824
	Iteration 1F: 3 clusters Score -1100243 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1100843.375000 Penalty: 914.306824
	Iteration 2F: 3 clusters Score -1100843 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1101708.500000 Penalty: 914.306824
	Iteration 3F: 3 clusters Score -1101708 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1102934.500000 Penalty: 914.306824
	Iteration 4F: 3 clusters Score -1102934 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1104403.875000 Penalty: 914.306824
	Iteration 5F: 3 clusters Score -1104404 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1105864.125000 Penalty: 914.306824
	Iteration 6F: 3 clusters Score -1105864 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1107034.625000 Penalty: 914.306824
	Iteration 7F: 3 clusters Score -1107035 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1107758.625000 Penalty: 914.306824
	Iteration 8Q: 3 clusters Score -1107759 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1108168.250000 Penalty: 914.306824
	Iteration 9Q: 3 clusters Score -1108168 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -1108389.125000 Penalty: 914.306824
	Iteration 10Q: 3 clusters Score -1108389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1108508.250000 Penalty: 914.306824
	Iteration 11Q: 3 clusters Score -1108508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1108583.875000 Penalty: 914.306824
	Iteration 12Q: 3 clusters Score -1108584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -1108622.250000 Penalty: 914.306824
	Iteration 13Q: 3 clusters Score -1108622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1108642.250000 Penalty: 914.306824
	Iteration 14Q: 3 clusters Score -1108642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1108649.125000 Penalty: 914.306824
	Iteration 15Q: 3 clusters Score -1108649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1108652.875000 Penalty: 914.306824
	Iteration 16Q: 3 clusters Score -1108653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1108653.000000 Penalty: 914.306824
	Iteration 17Q: 3 clusters Score -1108653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1108653.500000 Penalty: 914.306824
	Iteration 18Q: 3 clusters Score -1108654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1108653.500000 Penalty: 914.306824
	Iteration 19F: 3 clusters Score -1108654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -279192.406250 Penalty: 392.915680
	Iteration 0F: 2 clusters Score -279192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -275469.843750 Penalty: 785.831360
	Iteration 0F: 3 clusters Score -275469.8 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -276996.531250 Penalty: 785.831360
	Iteration 1F: 3 clusters Score -276996.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -277259.593750 Penalty: 785.831360
	Iteration 2F: 3 clusters Score -277259.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -277550.875000 Penalty: 785.831360
	Iteration 3F: 3 clusters Score -277550.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -277843.875000 Penalty: 785.831360
	Iteration 4F: 3 clusters Score -277843.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -278146.218750 Penalty: 785.831360
	Iteration 5F: 3 clusters Score -278146.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -278340.843750 Penalty: 785.831360
	Iteration 6Q: 3 clusters Score -278340.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -278421.343750 Penalty: 785.831360
	Iteration 7Q: 3 clusters Score -278421.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -278454.468750 Penalty: 785.831360
	Iteration 8Q: 3 clusters Score -278454.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -278481.343750 Penalty: 785.831360
	Iteration 9Q: 3 clusters Score -278481.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -278503.875000 Penalty: 785.831360
	Iteration 10Q: 3 clusters Score -278503.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -278522.250000 Penalty: 785.831360
	Iteration 11Q: 3 clusters Score -278522.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -278538.812500 Penalty: 785.831360
	Iteration 12Q: 3 clusters Score -278538.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -278549.343750 Penalty: 785.831360
	Iteration 13Q: 3 clusters Score -278549.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -278556.843750 Penalty: 785.831360
	Iteration 14Q: 3 clusters Score -278556.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -278562.656250 Penalty: 785.831360
	Iteration 15Q: 3 clusters Score -278562.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -278569.750000 Penalty: 785.831360
	Iteration 16Q: 3 clusters Score -278569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -278575.968750 Penalty: 785.831360
	Iteration 17Q: 3 clusters Score -278576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -278583.156250 Penalty: 785.831360
	Iteration 18Q: 3 clusters Score -278583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -278589.593750 Penalty: 785.831360
	Iteration 19Q: 3 clusters Score -278589.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -278596.062500 Penalty: 785.831360
	Iteration 20F: 3 clusters Score -278596.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -278600.906250 Penalty: 785.831360
	Iteration 21Q: 3 clusters Score -278600.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -278605.093750 Penalty: 785.831360
	Iteration 22Q: 3 clusters Score -278605.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -278607.406250 Penalty: 785.831360
	Iteration 23Q: 3 clusters Score -278607.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -278609.906250 Penalty: 785.831360
	Iteration 24Q: 3 clusters Score -278609.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -278613.031250 Penalty: 785.831360
	Iteration 25Q: 3 clusters Score -278613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -278618.125000 Penalty: 785.831360
	Iteration 26Q: 3 clusters Score -278618.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -278623.625000 Penalty: 785.831360
	Iteration 27Q: 3 clusters Score -278623.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -278627.656250 Penalty: 785.831360
	Iteration 28Q: 3 clusters Score -278627.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -278631.687500 Penalty: 785.831360
	Iteration 29Q: 3 clusters Score -278631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -278633.250000 Penalty: 785.831360
	Iteration 30Q: 3 clusters Score -278633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -278635.906250 Penalty: 785.831360
	Iteration 31Q: 3 clusters Score -278635.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -278637.562500 Penalty: 785.831360
	Iteration 32Q: 3 clusters Score -278637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -278638.750000 Penalty: 785.831360
	Iteration 33Q: 3 clusters Score -278638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -278639.593750 Penalty: 785.831360
	Iteration 34Q: 3 clusters Score -278639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -278640.093750 Penalty: 785.831360
	Iteration 35Q: 3 clusters Score -278640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -278640.156250 Penalty: 785.831360
	Iteration 36Q: 3 clusters Score -278640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -278640.812500 Penalty: 785.831360
	Iteration 37Q: 3 clusters Score -278640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -278640.937500 Penalty: 785.831360
	Iteration 38Q: 3 clusters Score -278640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -278641.125000 Penalty: 785.831360
	Iteration 39Q: 3 clusters Score -278641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -278641.125000 Penalty: 785.831360
	Iteration 40F: 3 clusters Score -278641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -108151.164062 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -108151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -106536.562500 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -106536.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -107013.507812 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -107013.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -107066.320312 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -107066.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107111.929688 Penalty: 703.485901
	Iteration 3Q: 3 clusters Score -107111.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -107154.609375 Penalty: 703.485901
	Iteration 4Q: 3 clusters Score -107154.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107209.070312 Penalty: 703.485901
	Iteration 5Q: 3 clusters Score -107209.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -107284.242188 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -107284.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -107353.265625 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -107353.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107417.648438 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -107417.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107493.023438 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -107493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107568.710938 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -107568.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -107630.218750 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -107630.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107658.578125 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -107658.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107670.812500 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -107670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107683.453125 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -107683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107698.562500 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -107698.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107716.593750 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -107716.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -107726.531250 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -107726.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107734.867188 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -107734.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -107743.906250 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -107743.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -107754.851562 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -107754.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -107763.328125 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -107763.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -107770.609375 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -107770.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -107777.179688 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -107777.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -107784.523438 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -107784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107793.492188 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -107793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -107802.304688 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -107802.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107809.765625 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -107809.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -107819.398438 Penalty: 703.485901
	Iteration 28Q: 3 clusters Score -107819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -107827.539062 Penalty: 703.485901
	Iteration 29Q: 3 clusters Score -107827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -107831.781250 Penalty: 703.485901
	Iteration 30Q: 3 clusters Score -107831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -107836.375000 Penalty: 703.485901
	Iteration 31Q: 3 clusters Score -107836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -107839.000000 Penalty: 703.485901
	Iteration 32Q: 3 clusters Score -107839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -107839.726562 Penalty: 703.485901
	Iteration 33Q: 3 clusters Score -107839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -107839.726562 Penalty: 703.485901
	Iteration 34F: 3 clusters Score -107839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -109248.195312 Penalty: 349.741272
	Iteration 0F: 2 clusters Score -109248.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -107686.093750 Penalty: 699.482544
	Iteration 0F: 3 clusters Score -107686.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -108204.882812 Penalty: 699.482544
	Iteration 1F: 3 clusters Score -108204.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108351.289062 Penalty: 699.482544
	Iteration 2F: 3 clusters Score -108351.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -108529.906250 Penalty: 699.482544
	Iteration 3F: 3 clusters Score -108529.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108694.132812 Penalty: 699.482544
	Iteration 4F: 3 clusters Score -108694.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108816.625000 Penalty: 699.482544
	Iteration 5F: 3 clusters Score -108816.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -108879.054688 Penalty: 699.482544
	Iteration 6Q: 3 clusters Score -108879.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -108910.414062 Penalty: 699.482544
	Iteration 7Q: 3 clusters Score -108910.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -108923.007812 Penalty: 699.482544
	Iteration 8Q: 3 clusters Score -108923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -108930.046875 Penalty: 699.482544
	Iteration 9Q: 3 clusters Score -108930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -108933.718750 Penalty: 699.482544
	Iteration 10Q: 3 clusters Score -108933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108937.023438 Penalty: 699.482544
	Iteration 11Q: 3 clusters Score -108937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -108941.679688 Penalty: 699.482544
	Iteration 12Q: 3 clusters Score -108941.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -108946.468750 Penalty: 699.482544
	Iteration 13Q: 3 clusters Score -108946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -108952.468750 Penalty: 699.482544
	Iteration 14Q: 3 clusters Score -108952.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108962.046875 Penalty: 699.482544
	Iteration 15Q: 3 clusters Score -108962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -108968.289062 Penalty: 699.482544
	Iteration 16Q: 3 clusters Score -108968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -108970.328125 Penalty: 699.482544
	Iteration 17Q: 3 clusters Score -108970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -108972.812500 Penalty: 699.482544
	Iteration 18Q: 3 clusters Score -108972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -108977.085938 Penalty: 699.482544
	Iteration 19Q: 3 clusters Score -108977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -108978.070312 Penalty: 699.482544
	Iteration 20F: 3 clusters Score -108978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -43735.210938 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -43735.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43019.523438 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -43019.52 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43205.191406 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -43205.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43240.484375 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -43240.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43263.257812 Penalty: 611.540039
	Iteration 3Q: 3 clusters Score -43263.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43290.957031 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -43290.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -43319.960938 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -43319.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -43344.585938 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -43344.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -43371.699219 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -43371.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -43405.531250 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -43405.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43430.707031 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -43430.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -43438.445312 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -43438.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -43446.234375 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -43446.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -43454.210938 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -43454.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -43456.792969 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -43456.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -43458.347656 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -43458.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -43459.539062 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -43459.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -43460.535156 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -43460.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -43461.746094 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -43461.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -43464.246094 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -43464.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -43465.687500 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -43465.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -43466.156250 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -43466.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -190945.421875 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -190945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -187944.000000 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -187944 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -189028.500000 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -189028.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -189110.765625 Penalty: 764.132263
	Iteration 2F: 3 clusters Score -189110.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -189184.562500 Penalty: 764.132263
	Iteration 3Q: 3 clusters Score -189184.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -189252.953125 Penalty: 764.132263
	Iteration 4Q: 3 clusters Score -189253 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -189324.875000 Penalty: 764.132263
	Iteration 5Q: 3 clusters Score -189324.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -189404.140625 Penalty: 764.132263
	Iteration 6Q: 3 clusters Score -189404.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -189510.984375 Penalty: 764.132263
	Iteration 7Q: 3 clusters Score -189511 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -189653.375000 Penalty: 764.132263
	Iteration 8Q: 3 clusters Score -189653.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -189830.812500 Penalty: 764.132263
	Iteration 9F: 3 clusters Score -189830.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -189995.328125 Penalty: 764.132263
	Iteration 10F: 3 clusters Score -189995.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -190148.109375 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -190148.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -190251.796875 Penalty: 764.132263
	Iteration 12Q: 3 clusters Score -190251.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -190349.328125 Penalty: 764.132263
	Iteration 13Q: 3 clusters Score -190349.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -190439.437500 Penalty: 764.132263
	Iteration 14Q: 3 clusters Score -190439.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -190501.937500 Penalty: 764.132263
	Iteration 15Q: 3 clusters Score -190501.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -190546.984375 Penalty: 764.132263
	Iteration 16Q: 3 clusters Score -190547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -190578.937500 Penalty: 764.132263
	Iteration 17Q: 3 clusters Score -190578.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -190599.312500 Penalty: 764.132263
	Iteration 18Q: 3 clusters Score -190599.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -190610.468750 Penalty: 764.132263
	Iteration 19Q: 3 clusters Score -190610.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -190618.421875 Penalty: 764.132263
	Iteration 20F: 3 clusters Score -190618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190622.906250 Penalty: 764.132263
	Iteration 21Q: 3 clusters Score -190622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190626.250000 Penalty: 764.132263
	Iteration 22Q: 3 clusters Score -190626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -190628.421875 Penalty: 764.132263
	Iteration 23Q: 3 clusters Score -190628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190630.656250 Penalty: 764.132263
	Iteration 24Q: 3 clusters Score -190630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -190633.015625 Penalty: 764.132263
	Iteration 25Q: 3 clusters Score -190633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -190635.250000 Penalty: 764.132263
	Iteration 26Q: 3 clusters Score -190635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190636.468750 Penalty: 764.132263
	Iteration 27Q: 3 clusters Score -190636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190638.515625 Penalty: 764.132263
	Iteration 28Q: 3 clusters Score -190638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -190640.593750 Penalty: 764.132263
	Iteration 29Q: 3 clusters Score -190640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -190642.359375 Penalty: 764.132263
	Iteration 30Q: 3 clusters Score -190642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190643.515625 Penalty: 764.132263
	Iteration 31Q: 3 clusters Score -190643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -190644.000000 Penalty: 764.132263
	Iteration 32Q: 3 clusters Score -190644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -190644.031250 Penalty: 764.132263
	Iteration 33Q: 3 clusters Score -190644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190644.421875 Penalty: 764.132263
	Iteration 34Q: 3 clusters Score -190644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -190644.296875 Penalty: 764.132263
	Iteration 35Q: 3 clusters Score -190644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -190644.812500 Penalty: 764.132263
	Iteration 36Q: 3 clusters Score -190644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -190644.718750 Penalty: 764.132263
	Iteration 37Q: 3 clusters Score -190644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190645.531250 Penalty: 764.132263
	Iteration 38Q: 3 clusters Score -190645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -190645.546875 Penalty: 764.132263
	Iteration 39Q: 3 clusters Score -190645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -190645.437500 Penalty: 764.132263
	Iteration 40F: 3 clusters Score -190645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -16782.169922 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -16782.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16362.332031 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -16362.33 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16465.908203 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -16465.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16491.480469 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -16491.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16515.457031 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -16515.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16523.791016 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -16523.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -16525.902344 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -16525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16528.363281 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -16528.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16532.060547 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -16532.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16532.744141 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -16532.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -16532.744141 Penalty: 543.384827
	Iteration 9F: 3 clusters Score -16532.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -72387.585938 Penalty: 332.630035
	Iteration 0F: 2 clusters Score -72387.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -71247.664062 Penalty: 665.260071
	Iteration 0F: 3 clusters Score -71247.66 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71627.921875 Penalty: 665.260071
	Iteration 1F: 3 clusters Score -71627.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71727.578125 Penalty: 665.260071
	Iteration 2F: 3 clusters Score -71727.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71775.132812 Penalty: 665.260071
	Iteration 3F: 3 clusters Score -71775.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71804.507812 Penalty: 665.260071
	Iteration 4Q: 3 clusters Score -71804.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71820.445312 Penalty: 665.260071
	Iteration 5Q: 3 clusters Score -71820.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71835.640625 Penalty: 665.260071
	Iteration 6Q: 3 clusters Score -71835.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71850.601562 Penalty: 665.260071
	Iteration 7Q: 3 clusters Score -71850.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71860.835938 Penalty: 665.260071
	Iteration 8Q: 3 clusters Score -71860.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71867.078125 Penalty: 665.260071
	Iteration 9Q: 3 clusters Score -71867.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71874.773438 Penalty: 665.260071
	Iteration 10Q: 3 clusters Score -71874.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71881.765625 Penalty: 665.260071
	Iteration 11Q: 3 clusters Score -71881.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -71889.593750 Penalty: 665.260071
	Iteration 12Q: 3 clusters Score -71889.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71895.765625 Penalty: 665.260071
	Iteration 13Q: 3 clusters Score -71895.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71899.117188 Penalty: 665.260071
	Iteration 14Q: 3 clusters Score -71899.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71906.500000 Penalty: 665.260071
	Iteration 15Q: 3 clusters Score -71906.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71913.054688 Penalty: 665.260071
	Iteration 16Q: 3 clusters Score -71913.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71920.632812 Penalty: 665.260071
	Iteration 17Q: 3 clusters Score -71920.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71928.390625 Penalty: 665.260071
	Iteration 18Q: 3 clusters Score -71928.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71931.882812 Penalty: 665.260071
	Iteration 19Q: 3 clusters Score -71931.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -71933.781250 Penalty: 665.260071
	Iteration 20F: 3 clusters Score -71933.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71935.546875 Penalty: 665.260071
	Iteration 21Q: 3 clusters Score -71935.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71937.367188 Penalty: 665.260071
	Iteration 22Q: 3 clusters Score -71937.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71942.609375 Penalty: 665.260071
	Iteration 23Q: 3 clusters Score -71942.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -71945.976562 Penalty: 665.260071
	Iteration 24Q: 3 clusters Score -71945.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -71950.273438 Penalty: 665.260071
	Iteration 25Q: 3 clusters Score -71950.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71955.218750 Penalty: 665.260071
	Iteration 26Q: 3 clusters Score -71955.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71957.039062 Penalty: 665.260071
	Iteration 27Q: 3 clusters Score -71957.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71960.046875 Penalty: 665.260071
	Iteration 28Q: 3 clusters Score -71960.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -71963.015625 Penalty: 665.260071
	Iteration 29Q: 3 clusters Score -71963.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -71964.335938 Penalty: 665.260071
	Iteration 30Q: 3 clusters Score -71964.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -71965.281250 Penalty: 665.260071
	Iteration 31Q: 3 clusters Score -71965.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71966.125000 Penalty: 665.260071
	Iteration 32Q: 3 clusters Score -71966.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71966.335938 Penalty: 665.260071
	Iteration 33Q: 3 clusters Score -71966.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -71966.484375 Penalty: 665.260071
	Iteration 34Q: 3 clusters Score -71966.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71966.679688 Penalty: 665.260071
	Iteration 35Q: 3 clusters Score -71966.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71967.242188 Penalty: 665.260071
	Iteration 36Q: 3 clusters Score -71967.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71968.562500 Penalty: 665.260071
	Iteration 37Q: 3 clusters Score -71968.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -71970.812500 Penalty: 665.260071
	Iteration 38Q: 3 clusters Score -71970.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -71972.273438 Penalty: 665.260071
	Iteration 39Q: 3 clusters Score -71972.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -71973.625000 Penalty: 665.260071
	Iteration 40F: 3 clusters Score -71973.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71974.312500 Penalty: 665.260071
	Iteration 41Q: 3 clusters Score -71974.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -71976.250000 Penalty: 665.260071
	Iteration 42Q: 3 clusters Score -71976.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -71977.625000 Penalty: 665.260071
	Iteration 43Q: 3 clusters Score -71977.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -71978.851562 Penalty: 665.260071
	Iteration 44Q: 3 clusters Score -71978.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -71980.484375 Penalty: 665.260071
	Iteration 45Q: 3 clusters Score -71980.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -71981.359375 Penalty: 665.260071
	Iteration 46Q: 3 clusters Score -71981.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -71982.203125 Penalty: 665.260071
	Iteration 47Q: 3 clusters Score -71982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -71982.304688 Penalty: 665.260071
	Iteration 48Q: 3 clusters Score -71982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -71982.617188 Penalty: 665.260071
	Iteration 49Q: 3 clusters Score -71982.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -71983.250000 Penalty: 665.260071
	Iteration 50Q: 3 clusters Score -71983.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -71985.398438 Penalty: 665.260071
	Iteration 51Q: 3 clusters Score -71985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -71987.796875 Penalty: 665.260071
	Iteration 52Q: 3 clusters Score -71987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -71988.929688 Penalty: 665.260071
	Iteration 53Q: 3 clusters Score -71988.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -71989.734375 Penalty: 665.260071
	Iteration 54Q: 3 clusters Score -71989.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71989.890625 Penalty: 665.260071
	Iteration 55Q: 3 clusters Score -71989.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71989.890625 Penalty: 665.260071
	Iteration 56F: 3 clusters Score -71989.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Entering Unmasked Estep 
Score: -7289196.000000 Penalty: 544.515686
	Iteration 0F: 2 clusters Score -7289196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -7184435.500000 Penalty: 1089.031372
	Iteration 0F: 3 clusters Score -7184436 nChanged 77564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -7233253.000000 Penalty: 1089.031372
	Iteration 1F: 3 clusters Score -7233253 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -7236628.500000 Penalty: 1089.031372
	Iteration 2F: 3 clusters Score -7236628 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -7241869.500000 Penalty: 1089.031372
	Iteration 3F: 3 clusters Score -7241870 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -7249729.000000 Penalty: 1089.031372
	Iteration 4F: 3 clusters Score -7249729 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 118274 members 
Entering Unmasked Estep 
Score: -7259256.000000 Penalty: 1089.031372
	Iteration 5F: 3 clusters Score -7259256 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 125770 members 
Entering Unmasked Estep 
Score: -7268465.000000 Penalty: 1089.031372
	Iteration 6F: 3 clusters Score -7268465 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -7274428.000000 Penalty: 1089.031372
	Iteration 7Q: 3 clusters Score -7274428 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 134814 members 
Entering Unmasked Estep 
Score: -7277716.500000 Penalty: 1089.031372
	Iteration 8Q: 3 clusters Score -7277716 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 137974 members 
Entering Unmasked Estep 
Score: -7279767.500000 Penalty: 1089.031372
	Iteration 9Q: 3 clusters Score -7279768 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 141037 members 
Entering Unmasked Estep 
Score: -7281534.500000 Penalty: 1089.031372
	Iteration 10Q: 3 clusters Score -7281534 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 143936 members 
Entering Unmasked Estep 
Score: -7283177.000000 Penalty: 1089.031372
	Iteration 11Q: 3 clusters Score -7283177 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -7284488.000000 Penalty: 1089.031372
	Iteration 12Q: 3 clusters Score -7284488 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 148788 members 
Entering Unmasked Estep 
Score: -7285646.000000 Penalty: 1089.031372
	Iteration 13Q: 3 clusters Score -7285646 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -7286573.000000 Penalty: 1089.031372
	Iteration 14Q: 3 clusters Score -7286573 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 152366 members 
Entering Unmasked Estep 
Score: -7287265.000000 Penalty: 1089.031372
	Iteration 15Q: 3 clusters Score -7287265 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -7287695.000000 Penalty: 1089.031372
	Iteration 16Q: 3 clusters Score -7287695 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -7287982.000000 Penalty: 1089.031372
	Iteration 17Q: 3 clusters Score -7287982 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -7288214.500000 Penalty: 1089.031372
	Iteration 18Q: 3 clusters Score -7288214 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -7288361.500000 Penalty: 1089.031372
	Iteration 19Q: 3 clusters Score -7288362 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 156169 members 
Entering Unmasked Estep 
Score: -7288448.000000 Penalty: 1089.031372
	Iteration 20F: 3 clusters Score -7288448 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -7288529.000000 Penalty: 1089.031372
	Iteration 21Q: 3 clusters Score -7288529 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 156663 members 
Entering Unmasked Estep 
Score: -7288616.500000 Penalty: 1089.031372
	Iteration 22Q: 3 clusters Score -7288616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 156811 members 
Entering Unmasked Estep 
Score: -7288664.500000 Penalty: 1089.031372
	Iteration 23Q: 3 clusters Score -7288664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -7288702.500000 Penalty: 1089.031372
	Iteration 24Q: 3 clusters Score -7288702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -7288727.500000 Penalty: 1089.031372
	Iteration 25Q: 3 clusters Score -7288728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -7288746.500000 Penalty: 1089.031372
	Iteration 26Q: 3 clusters Score -7288746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 157094 members 
Entering Unmasked Estep 
Score: -7288756.500000 Penalty: 1089.031372
	Iteration 27Q: 3 clusters Score -7288756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -7288765.000000 Penalty: 1089.031372
	Iteration 28Q: 3 clusters Score -7288765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -7288764.000000 Penalty: 1089.031372
	Iteration 29Q: 3 clusters Score -7288764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -7288755.500000 Penalty: 1089.031372
	Iteration 30Q: 3 clusters Score -7288756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -7288758.000000 Penalty: 1089.031372
	Iteration 31Q: 3 clusters Score -7288758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -7288763.500000 Penalty: 1089.031372
	Iteration 32Q: 3 clusters Score -7288764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -7288769.000000 Penalty: 1089.031372
	Iteration 33Q: 3 clusters Score -7288769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -7288775.500000 Penalty: 1089.031372
	Iteration 34Q: 3 clusters Score -7288776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -7288782.500000 Penalty: 1089.031372
	Iteration 35Q: 3 clusters Score -7288782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -7288790.000000 Penalty: 1089.031372
	Iteration 36Q: 3 clusters Score -7288790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 157221 members 
Entering Unmasked Estep 
Score: -7288794.500000 Penalty: 1089.031372
	Iteration 37Q: 3 clusters Score -7288794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -7288797.500000 Penalty: 1089.031372
	Iteration 38Q: 3 clusters Score -7288798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -7288797.500000 Penalty: 1089.031372
	Iteration 39Q: 3 clusters Score -7288798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -7288799.500000 Penalty: 1089.031372
	Iteration 40F: 3 clusters Score -7288800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 157252 members 
Entering Unmasked Estep 
Score: -7288803.500000 Penalty: 1089.031372
	Iteration 41Q: 3 clusters Score -7288804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 157256 members 
Entering Unmasked Estep 
Score: -7288805.000000 Penalty: 1089.031372
	Iteration 42Q: 3 clusters Score -7288805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -7288801.500000 Penalty: 1089.031372
	Iteration 43Q: 3 clusters Score -7288802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157268 members 
Entering Unmasked Estep 
Score: -7288806.500000 Penalty: 1089.031372
	Iteration 44Q: 3 clusters Score -7288806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -7288808.500000 Penalty: 1089.031372
	Iteration 45Q: 3 clusters Score -7288808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157276 members 
Entering Unmasked Estep 
Score: -7288800.500000 Penalty: 1089.031372
	Iteration 46Q: 3 clusters Score -7288800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 157278 members 
Entering Unmasked Estep 
Score: -7288802.000000 Penalty: 1089.031372
	Iteration 47Q: 3 clusters Score -7288802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -7288799.000000 Penalty: 1089.031372
	Iteration 48Q: 3 clusters Score -7288799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -7288802.500000 Penalty: 1089.031372
	Iteration 49Q: 3 clusters Score -7288802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -7288801.000000 Penalty: 1089.031372
	Iteration 50Q: 3 clusters Score -7288801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -7288801.000000 Penalty: 1089.031372
	Iteration 51F: 3 clusters Score -7288801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -101497.156250 Penalty: 353.487518
	Iteration 0F: 2 clusters Score -101497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -99843.789062 Penalty: 706.975037
	Iteration 0F: 3 clusters Score -99843.79 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -100456.382812 Penalty: 706.975037
	Iteration 1F: 3 clusters Score -100456.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -100584.421875 Penalty: 706.975037
	Iteration 2F: 3 clusters Score -100584.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -100696.164062 Penalty: 706.975037
	Iteration 3F: 3 clusters Score -100696.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -100764.601562 Penalty: 706.975037
	Iteration 4Q: 3 clusters Score -100764.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -100837.820312 Penalty: 706.975037
	Iteration 5Q: 3 clusters Score -100837.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -100890.843750 Penalty: 706.975037
	Iteration 6Q: 3 clusters Score -100890.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -100929.164062 Penalty: 706.975037
	Iteration 7Q: 3 clusters Score -100929.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -100959.804688 Penalty: 706.975037
	Iteration 8Q: 3 clusters Score -100959.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -100977.335938 Penalty: 706.975037
	Iteration 9Q: 3 clusters Score -100977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -100987.671875 Penalty: 706.975037
	Iteration 10Q: 3 clusters Score -100987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100995.507812 Penalty: 706.975037
	Iteration 11Q: 3 clusters Score -100995.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101002.875000 Penalty: 706.975037
	Iteration 12Q: 3 clusters Score -101002.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -101015.429688 Penalty: 706.975037
	Iteration 13Q: 3 clusters Score -101015.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -101031.906250 Penalty: 706.975037
	Iteration 14Q: 3 clusters Score -101031.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -101050.398438 Penalty: 706.975037
	Iteration 15Q: 3 clusters Score -101050.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -101068.046875 Penalty: 706.975037
	Iteration 16Q: 3 clusters Score -101068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -101078.851562 Penalty: 706.975037
	Iteration 17Q: 3 clusters Score -101078.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -101089.265625 Penalty: 706.975037
	Iteration 18Q: 3 clusters Score -101089.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -101104.773438 Penalty: 706.975037
	Iteration 19Q: 3 clusters Score -101104.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -101118.960938 Penalty: 706.975037
	Iteration 20F: 3 clusters Score -101119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -101128.140625 Penalty: 706.975037
	Iteration 21Q: 3 clusters Score -101128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -101134.453125 Penalty: 706.975037
	Iteration 22Q: 3 clusters Score -101134.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -101140.820312 Penalty: 706.975037
	Iteration 23Q: 3 clusters Score -101140.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -101146.382812 Penalty: 706.975037
	Iteration 24Q: 3 clusters Score -101146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -101152.804688 Penalty: 706.975037
	Iteration 25Q: 3 clusters Score -101152.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101158.187500 Penalty: 706.975037
	Iteration 26Q: 3 clusters Score -101158.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -101167.890625 Penalty: 706.975037
	Iteration 27Q: 3 clusters Score -101167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101173.375000 Penalty: 706.975037
	Iteration 28Q: 3 clusters Score -101173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101179.656250 Penalty: 706.975037
	Iteration 29Q: 3 clusters Score -101179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101184.703125 Penalty: 706.975037
	Iteration 30Q: 3 clusters Score -101184.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101189.906250 Penalty: 706.975037
	Iteration 31Q: 3 clusters Score -101189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -101195.085938 Penalty: 706.975037
	Iteration 32Q: 3 clusters Score -101195.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101202.710938 Penalty: 706.975037
	Iteration 33Q: 3 clusters Score -101202.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -101206.210938 Penalty: 706.975037
	Iteration 34Q: 3 clusters Score -101206.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101210.773438 Penalty: 706.975037
	Iteration 35Q: 3 clusters Score -101210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -101218.351562 Penalty: 706.975037
	Iteration 36Q: 3 clusters Score -101218.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -101224.070312 Penalty: 706.975037
	Iteration 37Q: 3 clusters Score -101224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101227.601562 Penalty: 706.975037
	Iteration 38Q: 3 clusters Score -101227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101232.781250 Penalty: 706.975037
	Iteration 39Q: 3 clusters Score -101232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -101238.453125 Penalty: 706.975037
	Iteration 40F: 3 clusters Score -101238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -101243.859375 Penalty: 706.975037
	Iteration 41Q: 3 clusters Score -101243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -101246.062500 Penalty: 706.975037
	Iteration 42Q: 3 clusters Score -101246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -101248.148438 Penalty: 706.975037
	Iteration 43Q: 3 clusters Score -101248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -101249.296875 Penalty: 706.975037
	Iteration 44Q: 3 clusters Score -101249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101252.671875 Penalty: 706.975037
	Iteration 45Q: 3 clusters Score -101252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101255.921875 Penalty: 706.975037
	Iteration 46Q: 3 clusters Score -101255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101257.234375 Penalty: 706.975037
	Iteration 47Q: 3 clusters Score -101257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101258.359375 Penalty: 706.975037
	Iteration 48Q: 3 clusters Score -101258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -101259.554688 Penalty: 706.975037
	Iteration 49Q: 3 clusters Score -101259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101260.632812 Penalty: 706.975037
	Iteration 50Q: 3 clusters Score -101260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101261.085938 Penalty: 706.975037
	Iteration 51Q: 3 clusters Score -101261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101261.085938 Penalty: 706.975037
	Iteration 52F: 3 clusters Score -101261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -11266.798828 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -11266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10939.527344 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -10939.53 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11086.770508 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -11086.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11131.278320 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -11131.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11148.371094 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -11148.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11158.471680 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -11158.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11171.100586 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -11171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11175.483398 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -11175.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11176.254883 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -11176.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11176.254883 Penalty: 521.734070
	Iteration 8F: 3 clusters Score -11176.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -260630.000000 Penalty: 394.434204
	Iteration 0F: 2 clusters Score -260630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -256773.781250 Penalty: 788.868408
	Iteration 0F: 3 clusters Score -256773.8 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -258252.921875 Penalty: 788.868408
	Iteration 1F: 3 clusters Score -258252.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -258483.140625 Penalty: 788.868408
	Iteration 2F: 3 clusters Score -258483.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -258781.625000 Penalty: 788.868408
	Iteration 3F: 3 clusters Score -258781.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -259116.500000 Penalty: 788.868408
	Iteration 4F: 3 clusters Score -259116.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -259417.312500 Penalty: 788.868408
	Iteration 5F: 3 clusters Score -259417.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -259682.046875 Penalty: 788.868408
	Iteration 6F: 3 clusters Score -259682 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259877.968750 Penalty: 788.868408
	Iteration 7Q: 3 clusters Score -259878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -260012.125000 Penalty: 788.868408
	Iteration 8Q: 3 clusters Score -260012.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -260065.671875 Penalty: 788.868408
	Iteration 9Q: 3 clusters Score -260065.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -260100.781250 Penalty: 788.868408
	Iteration 10Q: 3 clusters Score -260100.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -260135.093750 Penalty: 788.868408
	Iteration 11Q: 3 clusters Score -260135.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -260156.812500 Penalty: 788.868408
	Iteration 12Q: 3 clusters Score -260156.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -260171.468750 Penalty: 788.868408
	Iteration 13Q: 3 clusters Score -260171.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -260184.609375 Penalty: 788.868408
	Iteration 14Q: 3 clusters Score -260184.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -260194.062500 Penalty: 788.868408
	Iteration 15Q: 3 clusters Score -260194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -260199.203125 Penalty: 788.868408
	Iteration 16Q: 3 clusters Score -260199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -260205.000000 Penalty: 788.868408
	Iteration 17Q: 3 clusters Score -260205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -260213.796875 Penalty: 788.868408
	Iteration 18Q: 3 clusters Score -260213.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -260224.218750 Penalty: 788.868408
	Iteration 19Q: 3 clusters Score -260224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -260230.625000 Penalty: 788.868408
	Iteration 20F: 3 clusters Score -260230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -260236.687500 Penalty: 788.868408
	Iteration 21Q: 3 clusters Score -260236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -260239.281250 Penalty: 788.868408
	Iteration 22Q: 3 clusters Score -260239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -260244.531250 Penalty: 788.868408
	Iteration 23Q: 3 clusters Score -260244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -260247.562500 Penalty: 788.868408
	Iteration 24Q: 3 clusters Score -260247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -260250.921875 Penalty: 788.868408
	Iteration 25Q: 3 clusters Score -260250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -260253.000000 Penalty: 788.868408
	Iteration 26Q: 3 clusters Score -260253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -260254.015625 Penalty: 788.868408
	Iteration 27Q: 3 clusters Score -260254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -260255.625000 Penalty: 788.868408
	Iteration 28Q: 3 clusters Score -260255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -260257.734375 Penalty: 788.868408
	Iteration 29Q: 3 clusters Score -260257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -260258.265625 Penalty: 788.868408
	Iteration 30Q: 3 clusters Score -260258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -260260.015625 Penalty: 788.868408
	Iteration 31Q: 3 clusters Score -260260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -260260.171875 Penalty: 788.868408
	Iteration 32Q: 3 clusters Score -260260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -260261.390625 Penalty: 788.868408
	Iteration 33Q: 3 clusters Score -260261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -260264.171875 Penalty: 788.868408
	Iteration 34Q: 3 clusters Score -260264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -260267.687500 Penalty: 788.868408
	Iteration 35Q: 3 clusters Score -260267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -260278.250000 Penalty: 788.868408
	Iteration 36Q: 3 clusters Score -260278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -260324.765625 Penalty: 788.868408
	Iteration 37Q: 3 clusters Score -260324.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -260450.781250 Penalty: 788.868408
	Iteration 38Q: 3 clusters Score -260450.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -260458.921875 Penalty: 788.868408
	Iteration 39Q: 3 clusters Score -260458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -260462.156250 Penalty: 788.868408
	Iteration 40F: 3 clusters Score -260462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -260463.171875 Penalty: 788.868408
	Iteration 41Q: 3 clusters Score -260463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -260463.171875 Penalty: 788.868408
	Iteration 42F: 3 clusters Score -260463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Entering Unmasked Estep 
Score: -4744718.500000 Penalty: 524.345276
	Iteration 0F: 2 clusters Score -4744718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -4677223.500000 Penalty: 1048.690552
	Iteration 0F: 3 clusters Score -4677224 nChanged 49329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -4708332.000000 Penalty: 1048.690552
	Iteration 1F: 3 clusters Score -4708332 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -4710005.000000 Penalty: 1048.690552
	Iteration 2Q: 3 clusters Score -4710005 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -4711716.000000 Penalty: 1048.690552
	Iteration 3Q: 3 clusters Score -4711716 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -4713472.500000 Penalty: 1048.690552
	Iteration 4Q: 3 clusters Score -4713472 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -4715446.000000 Penalty: 1048.690552
	Iteration 5Q: 3 clusters Score -4715446 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -4717859.500000 Penalty: 1048.690552
	Iteration 6Q: 3 clusters Score -4717860 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -4721120.000000 Penalty: 1048.690552
	Iteration 7F: 3 clusters Score -4721120 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -4725424.500000 Penalty: 1048.690552
	Iteration 8F: 3 clusters Score -4725424 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -4730545.000000 Penalty: 1048.690552
	Iteration 9F: 3 clusters Score -4730545 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -4735628.000000 Penalty: 1048.690552
	Iteration 10F: 3 clusters Score -4735628 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -4739492.500000 Penalty: 1048.690552
	Iteration 11F: 3 clusters Score -4739492 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -4742022.500000 Penalty: 1048.690552
	Iteration 12Q: 3 clusters Score -4742022 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -4743243.000000 Penalty: 1048.690552
	Iteration 13Q: 3 clusters Score -4743243 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -4743807.000000 Penalty: 1048.690552
	Iteration 14Q: 3 clusters Score -4743807 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 100722 members 
Entering Unmasked Estep 
Score: -4744024.000000 Penalty: 1048.690552
	Iteration 15Q: 3 clusters Score -4744024 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -4744122.000000 Penalty: 1048.690552
	Iteration 16Q: 3 clusters Score -4744122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -4744185.000000 Penalty: 1048.690552
	Iteration 17Q: 3 clusters Score -4744185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -4744211.500000 Penalty: 1048.690552
	Iteration 18Q: 3 clusters Score -4744212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101004 members 
Entering Unmasked Estep 
Score: -4744237.500000 Penalty: 1048.690552
	Iteration 19Q: 3 clusters Score -4744238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -4744243.000000 Penalty: 1048.690552
	Iteration 20F: 3 clusters Score -4744243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -4744255.500000 Penalty: 1048.690552
	Iteration 21Q: 3 clusters Score -4744256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -4744255.500000 Penalty: 1048.690552
	Iteration 22Q: 3 clusters Score -4744256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -4744257.500000 Penalty: 1048.690552
	Iteration 23Q: 3 clusters Score -4744258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -4744257.000000 Penalty: 1048.690552
	Iteration 24Q: 3 clusters Score -4744257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -4744257.000000 Penalty: 1048.690552
	Iteration 25F: 3 clusters Score -4744257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5324.343262 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5324.343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5373.931641 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5373.932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5385.135254 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5385.135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5392.185059 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5392.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5394.341309 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5394.341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5400.524414 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -5400.524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5402.597656 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -5402.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5403.760742 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -5403.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5403.760742 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -5403.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Entering Unmasked Estep 
Score: -792063.062500 Penalty: 440.219025
	Iteration 0F: 2 clusters Score -792063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -781350.187500 Penalty: 880.438049
	Iteration 0F: 3 clusters Score -781350.2 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -785775.562500 Penalty: 880.438049
	Iteration 1F: 3 clusters Score -785775.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -786044.500000 Penalty: 880.438049
	Iteration 2Q: 3 clusters Score -786044.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -786384.437500 Penalty: 880.438049
	Iteration 3Q: 3 clusters Score -786384.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -786841.687500 Penalty: 880.438049
	Iteration 4F: 3 clusters Score -786841.7 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -787537.125000 Penalty: 880.438049
	Iteration 5F: 3 clusters Score -787537.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -788309.375000 Penalty: 880.438049
	Iteration 6F: 3 clusters Score -788309.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -788879.875000 Penalty: 880.438049
	Iteration 7F: 3 clusters Score -788879.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -789120.437500 Penalty: 880.438049
	Iteration 8Q: 3 clusters Score -789120.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -789237.312500 Penalty: 880.438049
	Iteration 9Q: 3 clusters Score -789237.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -789332.625000 Penalty: 880.438049
	Iteration 10Q: 3 clusters Score -789332.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -789415.812500 Penalty: 880.438049
	Iteration 11Q: 3 clusters Score -789415.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -789488.875000 Penalty: 880.438049
	Iteration 12Q: 3 clusters Score -789488.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -789555.375000 Penalty: 880.438049
	Iteration 13Q: 3 clusters Score -789555.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -789614.250000 Penalty: 880.438049
	Iteration 14Q: 3 clusters Score -789614.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -789685.875000 Penalty: 880.438049
	Iteration 15Q: 3 clusters Score -789685.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -789747.312500 Penalty: 880.438049
	Iteration 16Q: 3 clusters Score -789747.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -789805.062500 Penalty: 880.438049
	Iteration 17Q: 3 clusters Score -789805.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -789863.812500 Penalty: 880.438049
	Iteration 18Q: 3 clusters Score -789863.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -789923.812500 Penalty: 880.438049
	Iteration 19Q: 3 clusters Score -789923.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -789990.312500 Penalty: 880.438049
	Iteration 20F: 3 clusters Score -789990.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -790055.750000 Penalty: 880.438049
	Iteration 21Q: 3 clusters Score -790055.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -790124.500000 Penalty: 880.438049
	Iteration 22Q: 3 clusters Score -790124.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -790204.375000 Penalty: 880.438049
	Iteration 23Q: 3 clusters Score -790204.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -790278.500000 Penalty: 880.438049
	Iteration 24Q: 3 clusters Score -790278.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -790352.500000 Penalty: 880.438049
	Iteration 25Q: 3 clusters Score -790352.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -790419.437500 Penalty: 880.438049
	Iteration 26Q: 3 clusters Score -790419.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -790492.312500 Penalty: 880.438049
	Iteration 27Q: 3 clusters Score -790492.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -790564.625000 Penalty: 880.438049
	Iteration 28Q: 3 clusters Score -790564.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -790633.312500 Penalty: 880.438049
	Iteration 29Q: 3 clusters Score -790633.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -790708.875000 Penalty: 880.438049
	Iteration 30Q: 3 clusters Score -790708.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -790770.500000 Penalty: 880.438049
	Iteration 31Q: 3 clusters Score -790770.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -790817.625000 Penalty: 880.438049
	Iteration 32Q: 3 clusters Score -790817.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -790848.000000 Penalty: 880.438049
	Iteration 33Q: 3 clusters Score -790848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -790867.437500 Penalty: 880.438049
	Iteration 34Q: 3 clusters Score -790867.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -790880.250000 Penalty: 880.438049
	Iteration 35Q: 3 clusters Score -790880.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -790901.750000 Penalty: 880.438049
	Iteration 36Q: 3 clusters Score -790901.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -790909.250000 Penalty: 880.438049
	Iteration 37Q: 3 clusters Score -790909.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -790919.250000 Penalty: 880.438049
	Iteration 38Q: 3 clusters Score -790919.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -790928.250000 Penalty: 880.438049
	Iteration 39Q: 3 clusters Score -790928.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -790943.375000 Penalty: 880.438049
	Iteration 40F: 3 clusters Score -790943.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -790953.937500 Penalty: 880.438049
	Iteration 41Q: 3 clusters Score -790953.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -790960.875000 Penalty: 880.438049
	Iteration 42Q: 3 clusters Score -790960.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -790967.875000 Penalty: 880.438049
	Iteration 43Q: 3 clusters Score -790967.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -790966.562500 Penalty: 880.438049
	Iteration 44Q: 3 clusters Score -790966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -790970.625000 Penalty: 880.438049
	Iteration 45Q: 3 clusters Score -790970.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -790970.250000 Penalty: 880.438049
	Iteration 46Q: 3 clusters Score -790970.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -790974.687500 Penalty: 880.438049
	Iteration 47Q: 3 clusters Score -790974.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -790977.187500 Penalty: 880.438049
	Iteration 48Q: 3 clusters Score -790977.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -790982.937500 Penalty: 880.438049
	Iteration 49Q: 3 clusters Score -790982.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -790988.125000 Penalty: 880.438049
	Iteration 50Q: 3 clusters Score -790988.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -790990.937500 Penalty: 880.438049
	Iteration 51Q: 3 clusters Score -790990.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -790994.312500 Penalty: 880.438049
	Iteration 52Q: 3 clusters Score -790994.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -790995.500000 Penalty: 880.438049
	Iteration 53Q: 3 clusters Score -790995.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -790997.000000 Penalty: 880.438049
	Iteration 54Q: 3 clusters Score -790997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -790996.937500 Penalty: 880.438049
	Iteration 55Q: 3 clusters Score -790996.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -790998.187500 Penalty: 880.438049
	Iteration 56Q: 3 clusters Score -790998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -790999.000000 Penalty: 880.438049
	Iteration 57Q: 3 clusters Score -790999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -791002.000000 Penalty: 880.438049
	Iteration 58Q: 3 clusters Score -791002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -791006.125000 Penalty: 880.438049
	Iteration 59Q: 3 clusters Score -791006.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -791009.125000 Penalty: 880.438049
	Iteration 60F: 3 clusters Score -791009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -791008.687500 Penalty: 880.438049
	Iteration 61Q: 3 clusters Score -791008.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -791009.562500 Penalty: 880.438049
	Iteration 62Q: 3 clusters Score -791009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -791009.687500 Penalty: 880.438049
	Iteration 63Q: 3 clusters Score -791009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -791010.125000 Penalty: 880.438049
	Iteration 64Q: 3 clusters Score -791010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -791010.750000 Penalty: 880.438049
	Iteration 65Q: 3 clusters Score -791010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -791010.687500 Penalty: 880.438049
	Iteration 66Q: 3 clusters Score -791010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -791010.562500 Penalty: 880.438049
	Iteration 67Q: 3 clusters Score -791010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -791007.687500 Penalty: 880.438049
	Iteration 68Q: 3 clusters Score -791007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -791009.625000 Penalty: 880.438049
	Iteration 69Q: 3 clusters Score -791009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -791011.250000 Penalty: 880.438049
	Iteration 70Q: 3 clusters Score -791011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -791012.750000 Penalty: 880.438049
	Iteration 71Q: 3 clusters Score -791012.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -791014.937500 Penalty: 880.438049
	Iteration 72Q: 3 clusters Score -791014.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -791014.375000 Penalty: 880.438049
	Iteration 73Q: 3 clusters Score -791014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -791014.875000 Penalty: 880.438049
	Iteration 74Q: 3 clusters Score -791014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -791015.812500 Penalty: 880.438049
	Iteration 75Q: 3 clusters Score -791015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -791017.500000 Penalty: 880.438049
	Iteration 76Q: 3 clusters Score -791017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -791017.375000 Penalty: 880.438049
	Iteration 77Q: 3 clusters Score -791017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -791017.375000 Penalty: 880.438049
	Iteration 78Q: 3 clusters Score -791017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -791017.562500 Penalty: 880.438049
	Iteration 79Q: 3 clusters Score -791017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -791017.812500 Penalty: 880.438049
	Iteration 80F: 3 clusters Score -791017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -791016.562500 Penalty: 880.438049
	Iteration 81Q: 3 clusters Score -791016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -791017.437500 Penalty: 880.438049
	Iteration 82Q: 3 clusters Score -791017.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -791019.875000 Penalty: 880.438049
	Iteration 83Q: 3 clusters Score -791019.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -791017.062500 Penalty: 880.438049
	Iteration 84Q: 3 clusters Score -791017.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -791019.500000 Penalty: 880.438049
	Iteration 85Q: 3 clusters Score -791019.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -791022.625000 Penalty: 880.438049
	Iteration 86Q: 3 clusters Score -791022.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -791023.250000 Penalty: 880.438049
	Iteration 87Q: 3 clusters Score -791023.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -791024.437500 Penalty: 880.438049
	Iteration 88Q: 3 clusters Score -791024.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -791024.562500 Penalty: 880.438049
	Iteration 89Q: 3 clusters Score -791024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -791022.187500 Penalty: 880.438049
	Iteration 90Q: 3 clusters Score -791022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -791024.250000 Penalty: 880.438049
	Iteration 91Q: 3 clusters Score -791024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -791024.812500 Penalty: 880.438049
	Iteration 92Q: 3 clusters Score -791024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -791025.562500 Penalty: 880.438049
	Iteration 93Q: 3 clusters Score -791025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -791028.625000 Penalty: 880.438049
	Iteration 94Q: 3 clusters Score -791028.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -791028.187500 Penalty: 880.438049
	Iteration 95Q: 3 clusters Score -791028.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -791028.812500 Penalty: 880.438049
	Iteration 96Q: 3 clusters Score -791028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -791029.937500 Penalty: 880.438049
	Iteration 97Q: 3 clusters Score -791029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -791030.187500 Penalty: 880.438049
	Iteration 98Q: 3 clusters Score -791030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -791029.250000 Penalty: 880.438049
	Iteration 99Q: 3 clusters Score -791029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -791028.812500 Penalty: 880.438049
	Iteration 100F: 3 clusters Score -791028.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -791030.312500 Penalty: 880.438049
	Iteration 101Q: 3 clusters Score -791030.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -791032.375000 Penalty: 880.438049
	Iteration 102Q: 3 clusters Score -791032.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -791033.625000 Penalty: 880.438049
	Iteration 103Q: 3 clusters Score -791033.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -791036.937500 Penalty: 880.438049
	Iteration 104Q: 3 clusters Score -791036.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -791038.375000 Penalty: 880.438049
	Iteration 105Q: 3 clusters Score -791038.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -791039.437500 Penalty: 880.438049
	Iteration 106Q: 3 clusters Score -791039.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -791043.437500 Penalty: 880.438049
	Iteration 107Q: 3 clusters Score -791043.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -791045.937500 Penalty: 880.438049
	Iteration 108Q: 3 clusters Score -791045.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -791051.125000 Penalty: 880.438049
	Iteration 109Q: 3 clusters Score -791051.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -791054.000000 Penalty: 880.438049
	Iteration 110Q: 3 clusters Score -791054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -791053.312500 Penalty: 880.438049
	Iteration 111Q: 3 clusters Score -791053.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -791060.062500 Penalty: 880.438049
	Iteration 112Q: 3 clusters Score -791060.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -791063.312500 Penalty: 880.438049
	Iteration 113Q: 3 clusters Score -791063.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -791067.875000 Penalty: 880.438049
	Iteration 114Q: 3 clusters Score -791067.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -791074.812500 Penalty: 880.438049
	Iteration 115Q: 3 clusters Score -791074.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -791080.500000 Penalty: 880.438049
	Iteration 116Q: 3 clusters Score -791080.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -791087.937500 Penalty: 880.438049
	Iteration 117Q: 3 clusters Score -791087.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -791094.625000 Penalty: 880.438049
	Iteration 118Q: 3 clusters Score -791094.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -791108.437500 Penalty: 880.438049
	Iteration 119Q: 3 clusters Score -791108.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -791115.125000 Penalty: 880.438049
	Iteration 120F: 3 clusters Score -791115.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -791121.250000 Penalty: 880.438049
	Iteration 121Q: 3 clusters Score -791121.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -791135.250000 Penalty: 880.438049
	Iteration 122Q: 3 clusters Score -791135.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -791150.000000 Penalty: 880.438049
	Iteration 123Q: 3 clusters Score -791150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -791159.812500 Penalty: 880.438049
	Iteration 124Q: 3 clusters Score -791159.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -791171.062500 Penalty: 880.438049
	Iteration 125Q: 3 clusters Score -791171.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -791181.687500 Penalty: 880.438049
	Iteration 126Q: 3 clusters Score -791181.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -791187.375000 Penalty: 880.438049
	Iteration 127Q: 3 clusters Score -791187.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -791195.125000 Penalty: 880.438049
	Iteration 128Q: 3 clusters Score -791195.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -791207.875000 Penalty: 880.438049
	Iteration 129Q: 3 clusters Score -791207.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -791214.812500 Penalty: 880.438049
	Iteration 130Q: 3 clusters Score -791214.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -791225.625000 Penalty: 880.438049
	Iteration 131Q: 3 clusters Score -791225.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -791235.562500 Penalty: 880.438049
	Iteration 132Q: 3 clusters Score -791235.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -791243.375000 Penalty: 880.438049
	Iteration 133Q: 3 clusters Score -791243.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -791250.875000 Penalty: 880.438049
	Iteration 134Q: 3 clusters Score -791250.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -791255.062500 Penalty: 880.438049
	Iteration 135Q: 3 clusters Score -791255.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -791269.000000 Penalty: 880.438049
	Iteration 136Q: 3 clusters Score -791269 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -791282.750000 Penalty: 880.438049
	Iteration 137Q: 3 clusters Score -791282.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -791294.750000 Penalty: 880.438049
	Iteration 138Q: 3 clusters Score -791294.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -791305.000000 Penalty: 880.438049
	Iteration 139Q: 3 clusters Score -791305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -791313.937500 Penalty: 880.438049
	Iteration 140F: 3 clusters Score -791313.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -791321.312500 Penalty: 880.438049
	Iteration 141Q: 3 clusters Score -791321.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -791330.937500 Penalty: 880.438049
	Iteration 142Q: 3 clusters Score -791330.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -791335.937500 Penalty: 880.438049
	Iteration 143Q: 3 clusters Score -791335.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -791343.187500 Penalty: 880.438049
	Iteration 144Q: 3 clusters Score -791343.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -791351.437500 Penalty: 880.438049
	Iteration 145Q: 3 clusters Score -791351.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -791363.625000 Penalty: 880.438049
	Iteration 146Q: 3 clusters Score -791363.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -791379.187500 Penalty: 880.438049
	Iteration 147Q: 3 clusters Score -791379.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -791395.437500 Penalty: 880.438049
	Iteration 148Q: 3 clusters Score -791395.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -791408.125000 Penalty: 880.438049
	Iteration 149Q: 3 clusters Score -791408.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -791423.187500 Penalty: 880.438049
	Iteration 150Q: 3 clusters Score -791423.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -791446.500000 Penalty: 880.438049
	Iteration 151Q: 3 clusters Score -791446.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -791466.875000 Penalty: 880.438049
	Iteration 152Q: 3 clusters Score -791466.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -791493.125000 Penalty: 880.438049
	Iteration 153Q: 3 clusters Score -791493.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -791526.312500 Penalty: 880.438049
	Iteration 154Q: 3 clusters Score -791526.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -791559.312500 Penalty: 880.438049
	Iteration 155Q: 3 clusters Score -791559.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -791596.062500 Penalty: 880.438049
	Iteration 156Q: 3 clusters Score -791596.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -791631.437500 Penalty: 880.438049
	Iteration 157Q: 3 clusters Score -791631.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -791666.187500 Penalty: 880.438049
	Iteration 158Q: 3 clusters Score -791666.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -791697.375000 Penalty: 880.438049
	Iteration 159Q: 3 clusters Score -791697.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -791727.062500 Penalty: 880.438049
	Iteration 160F: 3 clusters Score -791727.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -791743.750000 Penalty: 880.438049
	Iteration 161Q: 3 clusters Score -791743.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -791757.375000 Penalty: 880.438049
	Iteration 162Q: 3 clusters Score -791757.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -791764.125000 Penalty: 880.438049
	Iteration 163Q: 3 clusters Score -791764.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -791775.500000 Penalty: 880.438049
	Iteration 164Q: 3 clusters Score -791775.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -791785.437500 Penalty: 880.438049
	Iteration 165Q: 3 clusters Score -791785.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -791789.562500 Penalty: 880.438049
	Iteration 166Q: 3 clusters Score -791789.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -791793.625000 Penalty: 880.438049
	Iteration 167Q: 3 clusters Score -791793.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -791796.312500 Penalty: 880.438049
	Iteration 168Q: 3 clusters Score -791796.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -791801.875000 Penalty: 880.438049
	Iteration 169Q: 3 clusters Score -791801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -791802.687500 Penalty: 880.438049
	Iteration 170Q: 3 clusters Score -791802.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -791807.812500 Penalty: 880.438049
	Iteration 171Q: 3 clusters Score -791807.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -791813.875000 Penalty: 880.438049
	Iteration 172Q: 3 clusters Score -791813.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -791815.500000 Penalty: 880.438049
	Iteration 173Q: 3 clusters Score -791815.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -791820.500000 Penalty: 880.438049
	Iteration 174Q: 3 clusters Score -791820.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -791820.250000 Penalty: 880.438049
	Iteration 175Q: 3 clusters Score -791820.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -791821.125000 Penalty: 880.438049
	Iteration 176Q: 3 clusters Score -791821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -791823.875000 Penalty: 880.438049
	Iteration 177Q: 3 clusters Score -791823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -791825.750000 Penalty: 880.438049
	Iteration 178Q: 3 clusters Score -791825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -791826.625000 Penalty: 880.438049
	Iteration 179Q: 3 clusters Score -791826.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -791827.687500 Penalty: 880.438049
	Iteration 180F: 3 clusters Score -791827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -791828.000000 Penalty: 880.438049
	Iteration 181Q: 3 clusters Score -791828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -791828.125000 Penalty: 880.438049
	Iteration 182Q: 3 clusters Score -791828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -791830.625000 Penalty: 880.438049
	Iteration 183Q: 3 clusters Score -791830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -791830.937500 Penalty: 880.438049
	Iteration 184Q: 3 clusters Score -791830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -791831.750000 Penalty: 880.438049
	Iteration 185Q: 3 clusters Score -791831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -791832.500000 Penalty: 880.438049
	Iteration 186Q: 3 clusters Score -791832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -791835.562500 Penalty: 880.438049
	Iteration 187Q: 3 clusters Score -791835.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -791836.375000 Penalty: 880.438049
	Iteration 188Q: 3 clusters Score -791836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -791838.687500 Penalty: 880.438049
	Iteration 189Q: 3 clusters Score -791838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -791839.750000 Penalty: 880.438049
	Iteration 190Q: 3 clusters Score -791839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -791842.250000 Penalty: 880.438049
	Iteration 191Q: 3 clusters Score -791842.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -791845.437500 Penalty: 880.438049
	Iteration 192Q: 3 clusters Score -791845.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -791844.312500 Penalty: 880.438049
	Iteration 193Q: 3 clusters Score -791844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -791842.687500 Penalty: 880.438049
	Iteration 194Q: 3 clusters Score -791842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -791844.250000 Penalty: 880.438049
	Iteration 195Q: 3 clusters Score -791844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -791844.750000 Penalty: 880.438049
	Iteration 196Q: 3 clusters Score -791844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -791846.125000 Penalty: 880.438049
	Iteration 197Q: 3 clusters Score -791846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -791848.437500 Penalty: 880.438049
	Iteration 198Q: 3 clusters Score -791848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -791849.375000 Penalty: 880.438049
	Iteration 199Q: 3 clusters Score -791849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -791849.187500 Penalty: 880.438049
	Iteration 200F: 3 clusters Score -791849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -791850.500000 Penalty: 880.438049
	Iteration 201Q: 3 clusters Score -791850.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -791849.875000 Penalty: 880.438049
	Iteration 202Q: 3 clusters Score -791849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -791849.875000 Penalty: 880.438049
	Iteration 203Q: 3 clusters Score -791849.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -791851.062500 Penalty: 880.438049
	Iteration 204Q: 3 clusters Score -791851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -791852.750000 Penalty: 880.438049
	Iteration 205Q: 3 clusters Score -791852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -791852.250000 Penalty: 880.438049
	Iteration 206Q: 3 clusters Score -791852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -791852.000000 Penalty: 880.438049
	Iteration 207Q: 3 clusters Score -791852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -791851.062500 Penalty: 880.438049
	Iteration 208Q: 3 clusters Score -791851.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -791852.375000 Penalty: 880.438049
	Iteration 209Q: 3 clusters Score -791852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -791852.625000 Penalty: 880.438049
	Iteration 210Q: 3 clusters Score -791852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -791852.625000 Penalty: 880.438049
	Iteration 211F: 3 clusters Score -791852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -33208.179688 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33208.18 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33485.773438 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33485.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33546.046875 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33546.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33578.156250 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33578.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33589.339844 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33589.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33594.015625 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33594.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33596.753906 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33596.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33597.660156 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33597.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33598.773438 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33598.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33599.085938 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33599.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33599.085938 Penalty: 612.414001
	Iteration 10F: 3 clusters Score -33599.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (146282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Entering Unmasked Estep 
Score: -6828575.500000 Penalty: 541.144775
	Iteration 0F: 2 clusters Score -6828576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -6730217.000000 Penalty: 1082.289551
	Iteration 0F: 3 clusters Score -6730217 nChanged 71803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -6774273.500000 Penalty: 1082.289551
	Iteration 1F: 3 clusters Score -6774274 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -6776175.500000 Penalty: 1082.289551
	Iteration 2Q: 3 clusters Score -6776176 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84753 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -6779160.000000 Penalty: 1082.289551
	Iteration 3Q: 3 clusters Score -6779160 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -6783915.500000 Penalty: 1082.289551
	Iteration 4F: 3 clusters Score -6783916 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -6791103.000000 Penalty: 1082.289551
	Iteration 5F: 3 clusters Score -6791103 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -6800221.500000 Penalty: 1082.289551
	Iteration 6F: 3 clusters Score -6800222 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -6807812.000000 Penalty: 1082.289551
	Iteration 7F: 3 clusters Score -6807812 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6811747.000000 Penalty: 1082.289551
	Iteration 8Q: 3 clusters Score -6811747 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6813831.000000 Penalty: 1082.289551
	Iteration 9Q: 3 clusters Score -6813831 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116964 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6815473.000000 Penalty: 1082.289551
	Iteration 10Q: 3 clusters Score -6815473 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -6816985.500000 Penalty: 1082.289551
	Iteration 11Q: 3 clusters Score -6816986 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122041 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -6818279.000000 Penalty: 1082.289551
	Iteration 12Q: 3 clusters Score -6818279 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -6819415.500000 Penalty: 1082.289551
	Iteration 13Q: 3 clusters Score -6819416 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -6820469.500000 Penalty: 1082.289551
	Iteration 14Q: 3 clusters Score -6820470 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -6821397.000000 Penalty: 1082.289551
	Iteration 15Q: 3 clusters Score -6821397 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130231 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6822325.500000 Penalty: 1082.289551
	Iteration 16Q: 3 clusters Score -6822326 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131924 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -6823087.500000 Penalty: 1082.289551
	Iteration 17Q: 3 clusters Score -6823088 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6823795.000000 Penalty: 1082.289551
	Iteration 18Q: 3 clusters Score -6823795 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134934 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -6824366.000000 Penalty: 1082.289551
	Iteration 19Q: 3 clusters Score -6824366 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -6824893.500000 Penalty: 1082.289551
	Iteration 20F: 3 clusters Score -6824894 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137617 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -6825365.500000 Penalty: 1082.289551
	Iteration 21Q: 3 clusters Score -6825366 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138799 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -6825817.500000 Penalty: 1082.289551
	Iteration 22Q: 3 clusters Score -6825818 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139850 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -6826139.500000 Penalty: 1082.289551
	Iteration 23Q: 3 clusters Score -6826140 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140830 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6826550.000000 Penalty: 1082.289551
	Iteration 24Q: 3 clusters Score -6826550 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6826927.000000 Penalty: 1082.289551
	Iteration 25Q: 3 clusters Score -6826927 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142499 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6827179.000000 Penalty: 1082.289551
	Iteration 26Q: 3 clusters Score -6827179 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143178 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6827397.000000 Penalty: 1082.289551
	Iteration 27Q: 3 clusters Score -6827397 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6827534.500000 Penalty: 1082.289551
	Iteration 28Q: 3 clusters Score -6827534 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6827659.500000 Penalty: 1082.289551
	Iteration 29Q: 3 clusters Score -6827660 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6827763.500000 Penalty: 1082.289551
	Iteration 30Q: 3 clusters Score -6827764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6827857.500000 Penalty: 1082.289551
	Iteration 31Q: 3 clusters Score -6827858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6827933.500000 Penalty: 1082.289551
	Iteration 32Q: 3 clusters Score -6827934 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145316 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6827982.000000 Penalty: 1082.289551
	Iteration 33Q: 3 clusters Score -6827982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6828017.000000 Penalty: 1082.289551
	Iteration 34Q: 3 clusters Score -6828017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6828047.000000 Penalty: 1082.289551
	Iteration 35Q: 3 clusters Score -6828047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6828081.500000 Penalty: 1082.289551
	Iteration 36Q: 3 clusters Score -6828082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6828104.000000 Penalty: 1082.289551
	Iteration 37Q: 3 clusters Score -6828104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6828104.000000 Penalty: 1082.289551
	Iteration 38Q: 3 clusters Score -6828104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6828112.000000 Penalty: 1082.289551
	Iteration 39Q: 3 clusters Score -6828112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6828108.500000 Penalty: 1082.289551
	Iteration 40F: 3 clusters Score -6828108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145810 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6828117.500000 Penalty: 1082.289551
	Iteration 41Q: 3 clusters Score -6828118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145825 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6828128.000000 Penalty: 1082.289551
	Iteration 42Q: 3 clusters Score -6828128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6828125.000000 Penalty: 1082.289551
	Iteration 43Q: 3 clusters Score -6828125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6828128.000000 Penalty: 1082.289551
	Iteration 44Q: 3 clusters Score -6828128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6828129.500000 Penalty: 1082.289551
	Iteration 45Q: 3 clusters Score -6828130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6828123.500000 Penalty: 1082.289551
	Iteration 46Q: 3 clusters Score -6828124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6828125.500000 Penalty: 1082.289551
	Iteration 47Q: 3 clusters Score -6828126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145878 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6828129.500000 Penalty: 1082.289551
	Iteration 48Q: 3 clusters Score -6828130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6828127.500000 Penalty: 1082.289551
	Iteration 49Q: 3 clusters Score -6828128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6828127.500000 Penalty: 1082.289551
	Iteration 50Q: 3 clusters Score -6828128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6828127.000000 Penalty: 1082.289551
	Iteration 51Q: 3 clusters Score -6828127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6828127.500000 Penalty: 1082.289551
	Iteration 52Q: 3 clusters Score -6828128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145909 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6828131.000000 Penalty: 1082.289551
	Iteration 53Q: 3 clusters Score -6828131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145916 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6828128.500000 Penalty: 1082.289551
	Iteration 54Q: 3 clusters Score -6828128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6828135.000000 Penalty: 1082.289551
	Iteration 55Q: 3 clusters Score -6828135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145925 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6828135.500000 Penalty: 1082.289551
	Iteration 56Q: 3 clusters Score -6828136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145928 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6828133.000000 Penalty: 1082.289551
	Iteration 57Q: 3 clusters Score -6828133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145932 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6828135.000000 Penalty: 1082.289551
	Iteration 58Q: 3 clusters Score -6828135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6828135.500000 Penalty: 1082.289551
	Iteration 59Q: 3 clusters Score -6828136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6828135.500000 Penalty: 1082.289551
	Iteration 60F: 3 clusters Score -6828136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -28266.097656 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -28266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27669.103516 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -27669.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27807.714844 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -27807.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27844.189453 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -27844.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27876.150391 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -27876.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27903.421875 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -27903.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27949.667969 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -27949.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27982.027344 Penalty: 594.044189
	Iteration 6F: 3 clusters Score -27982.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28005.464844 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -28005.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28029.167969 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -28029.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28054.228516 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -28054.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28074.312500 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -28074.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28083.957031 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -28083.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28091.724609 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -28091.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28098.576172 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -28098.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28104.076172 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -28104.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28106.113281 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -28106.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28107.980469 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -28107.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28108.464844 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -28108.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28108.464844 Penalty: 594.044189
	Iteration 18F: 3 clusters Score -28108.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32007.597656 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -32007.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32353.486328 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32353.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -32423.107422 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32423.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32482.861328 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32482.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32507.642578 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -32507.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32523.927734 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -32523.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32539.458984 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32539.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -32556.732422 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32556.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -32579.285156 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32579.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32588.423828 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32588.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -32595.238281 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32595.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -32609.750000 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -32609.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -32633.892578 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -32633.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -32647.880859 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -32647.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -32650.439453 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -32650.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -32653.603516 Penalty: 608.640259
	Iteration 15Q: 3 clusters Score -32653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32657.179688 Penalty: 608.640259
	Iteration 16Q: 3 clusters Score -32657.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -32659.029297 Penalty: 608.640259
	Iteration 17Q: 3 clusters Score -32659.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -32659.833984 Penalty: 608.640259
	Iteration 18Q: 3 clusters Score -32659.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -32659.833984 Penalty: 608.640259
	Iteration 19F: 3 clusters Score -32659.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1558.103760 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1558.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1575.823608 Penalty: 359.563171
	Iteration 1Q: 3 clusters Score -1575.824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1584.678467 Penalty: 359.563171
	Iteration 2Q: 3 clusters Score -1584.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1584.678467 Penalty: 359.563171
	Iteration 3F: 3 clusters Score -1584.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -136337.781250 Penalty: 365.041809
	Iteration 0F: 2 clusters Score -136337.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -134220.015625 Penalty: 730.083618
	Iteration 0F: 3 clusters Score -134220 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -134949.531250 Penalty: 730.083618
	Iteration 1F: 3 clusters Score -134949.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -135035.890625 Penalty: 730.083618
	Iteration 2F: 3 clusters Score -135035.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -135116.328125 Penalty: 730.083618
	Iteration 3F: 3 clusters Score -135116.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -135170.968750 Penalty: 730.083618
	Iteration 4Q: 3 clusters Score -135171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -135237.265625 Penalty: 730.083618
	Iteration 5Q: 3 clusters Score -135237.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -135341.437500 Penalty: 730.083618
	Iteration 6F: 3 clusters Score -135341.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -135464.890625 Penalty: 730.083618
	Iteration 7Q: 3 clusters Score -135464.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -135590.828125 Penalty: 730.083618
	Iteration 8Q: 3 clusters Score -135590.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -135714.765625 Penalty: 730.083618
	Iteration 9Q: 3 clusters Score -135714.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -135824.906250 Penalty: 730.083618
	Iteration 10Q: 3 clusters Score -135824.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -135930.218750 Penalty: 730.083618
	Iteration 11Q: 3 clusters Score -135930.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -135976.203125 Penalty: 730.083618
	Iteration 12Q: 3 clusters Score -135976.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -135996.468750 Penalty: 730.083618
	Iteration 13Q: 3 clusters Score -135996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -136007.937500 Penalty: 730.083618
	Iteration 14Q: 3 clusters Score -136007.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -136017.796875 Penalty: 730.083618
	Iteration 15Q: 3 clusters Score -136017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -136025.265625 Penalty: 730.083618
	Iteration 16Q: 3 clusters Score -136025.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -136028.765625 Penalty: 730.083618
	Iteration 17Q: 3 clusters Score -136028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -136030.312500 Penalty: 730.083618
	Iteration 18Q: 3 clusters Score -136030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -136032.296875 Penalty: 730.083618
	Iteration 19Q: 3 clusters Score -136032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -136036.703125 Penalty: 730.083618
	Iteration 20F: 3 clusters Score -136036.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -136042.578125 Penalty: 730.083618
	Iteration 21Q: 3 clusters Score -136042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -136049.406250 Penalty: 730.083618
	Iteration 22Q: 3 clusters Score -136049.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -136054.812500 Penalty: 730.083618
	Iteration 23Q: 3 clusters Score -136054.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -136057.562500 Penalty: 730.083618
	Iteration 24Q: 3 clusters Score -136057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -136057.796875 Penalty: 730.083618
	Iteration 25Q: 3 clusters Score -136057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -136058.328125 Penalty: 730.083618
	Iteration 26Q: 3 clusters Score -136058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -136059.015625 Penalty: 730.083618
	Iteration 27Q: 3 clusters Score -136059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -136059.437500 Penalty: 730.083618
	Iteration 28Q: 3 clusters Score -136059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -136059.546875 Penalty: 730.083618
	Iteration 29Q: 3 clusters Score -136059.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -136059.546875 Penalty: 730.083618
	Iteration 30F: 3 clusters Score -136059.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13227.870117 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13227.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13295.307617 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13295.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13318.375977 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13318.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13329.056641 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13329.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13333.172852 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13333.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13337.833008 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13337.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13339.968750 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13339.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13340.897461 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13341.190430 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -13341.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13341.190430 Penalty: 525.201111
	Iteration 9F: 3 clusters Score -13341.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -128923.984375 Penalty: 357.726105
	Iteration 0F: 2 clusters Score -128924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -127110.359375 Penalty: 715.452209
	Iteration 0F: 3 clusters Score -127110.4 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -127681.867188 Penalty: 715.452209
	Iteration 1F: 3 clusters Score -127681.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -127732.867188 Penalty: 715.452209
	Iteration 2F: 3 clusters Score -127732.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -127771.937500 Penalty: 715.452209
	Iteration 3Q: 3 clusters Score -127771.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -127796.367188 Penalty: 715.452209
	Iteration 4Q: 3 clusters Score -127796.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -127813.695312 Penalty: 715.452209
	Iteration 5Q: 3 clusters Score -127813.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -127824.937500 Penalty: 715.452209
	Iteration 6Q: 3 clusters Score -127824.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -127833.765625 Penalty: 715.452209
	Iteration 7Q: 3 clusters Score -127833.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -127840.164062 Penalty: 715.452209
	Iteration 8Q: 3 clusters Score -127840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -127843.921875 Penalty: 715.452209
	Iteration 9Q: 3 clusters Score -127843.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -127846.585938 Penalty: 715.452209
	Iteration 10Q: 3 clusters Score -127846.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -127850.031250 Penalty: 715.452209
	Iteration 11Q: 3 clusters Score -127850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -127855.796875 Penalty: 715.452209
	Iteration 12Q: 3 clusters Score -127855.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -127862.195312 Penalty: 715.452209
	Iteration 13Q: 3 clusters Score -127862.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -127868.375000 Penalty: 715.452209
	Iteration 14Q: 3 clusters Score -127868.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -127874.187500 Penalty: 715.452209
	Iteration 15Q: 3 clusters Score -127874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -127879.835938 Penalty: 715.452209
	Iteration 16Q: 3 clusters Score -127879.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -127886.367188 Penalty: 715.452209
	Iteration 17Q: 3 clusters Score -127886.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -127893.679688 Penalty: 715.452209
	Iteration 18Q: 3 clusters Score -127893.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -127904.492188 Penalty: 715.452209
	Iteration 19Q: 3 clusters Score -127904.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -127915.015625 Penalty: 715.452209
	Iteration 20F: 3 clusters Score -127915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -127920.945312 Penalty: 715.452209
	Iteration 21Q: 3 clusters Score -127920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -127924.859375 Penalty: 715.452209
	Iteration 22Q: 3 clusters Score -127924.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -127931.109375 Penalty: 715.452209
	Iteration 23Q: 3 clusters Score -127931.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -127935.984375 Penalty: 715.452209
	Iteration 24Q: 3 clusters Score -127936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -127944.976562 Penalty: 715.452209
	Iteration 25Q: 3 clusters Score -127945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -127958.179688 Penalty: 715.452209
	Iteration 26Q: 3 clusters Score -127958.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -127982.367188 Penalty: 715.452209
	Iteration 27Q: 3 clusters Score -127982.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -128024.906250 Penalty: 715.452209
	Iteration 28Q: 3 clusters Score -128024.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -128081.281250 Penalty: 715.452209
	Iteration 29Q: 3 clusters Score -128081.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -128149.882812 Penalty: 715.452209
	Iteration 30Q: 3 clusters Score -128149.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -128227.273438 Penalty: 715.452209
	Iteration 31Q: 3 clusters Score -128227.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -128289.554688 Penalty: 715.452209
	Iteration 32Q: 3 clusters Score -128289.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -128345.445312 Penalty: 715.452209
	Iteration 33Q: 3 clusters Score -128345.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -128399.539062 Penalty: 715.452209
	Iteration 34Q: 3 clusters Score -128399.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -128441.109375 Penalty: 715.452209
	Iteration 35Q: 3 clusters Score -128441.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -128472.609375 Penalty: 715.452209
	Iteration 36Q: 3 clusters Score -128472.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -128501.171875 Penalty: 715.452209
	Iteration 37Q: 3 clusters Score -128501.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -128526.007812 Penalty: 715.452209
	Iteration 38Q: 3 clusters Score -128526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -128543.406250 Penalty: 715.452209
	Iteration 39Q: 3 clusters Score -128543.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -128559.937500 Penalty: 715.452209
	Iteration 40F: 3 clusters Score -128559.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -128569.843750 Penalty: 715.452209
	Iteration 41Q: 3 clusters Score -128569.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -128581.664062 Penalty: 715.452209
	Iteration 42Q: 3 clusters Score -128581.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -128594.789062 Penalty: 715.452209
	Iteration 43Q: 3 clusters Score -128594.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -128608.695312 Penalty: 715.452209
	Iteration 44Q: 3 clusters Score -128608.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -128616.062500 Penalty: 715.452209
	Iteration 45Q: 3 clusters Score -128616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -128623.289062 Penalty: 715.452209
	Iteration 46Q: 3 clusters Score -128623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -128630.984375 Penalty: 715.452209
	Iteration 47Q: 3 clusters Score -128631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -128638.062500 Penalty: 715.452209
	Iteration 48Q: 3 clusters Score -128638.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -128643.171875 Penalty: 715.452209
	Iteration 49Q: 3 clusters Score -128643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -128647.929688 Penalty: 715.452209
	Iteration 50Q: 3 clusters Score -128647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -128650.640625 Penalty: 715.452209
	Iteration 51Q: 3 clusters Score -128650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -128652.578125 Penalty: 715.452209
	Iteration 52Q: 3 clusters Score -128652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -128653.460938 Penalty: 715.452209
	Iteration 53Q: 3 clusters Score -128653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -128653.960938 Penalty: 715.452209
	Iteration 54Q: 3 clusters Score -128654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -128654.671875 Penalty: 715.452209
	Iteration 55Q: 3 clusters Score -128654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -128656.125000 Penalty: 715.452209
	Iteration 56Q: 3 clusters Score -128656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -128656.609375 Penalty: 715.452209
	Iteration 57Q: 3 clusters Score -128656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -128656.609375 Penalty: 715.452209
	Iteration 58F: 3 clusters Score -128656.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 157531 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101121 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146282 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235738.000000 Penalty: 16169.891602
Iteration 319Q: 28 clusters Score -2.323574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 157546 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101121 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15916 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146271 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235740.000000 Penalty: 16169.891602
Iteration 320F: 28 clusters Score -2.323574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23097 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1491 members 
Mstep: Class 13 contains 157566 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101119 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146252 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235690.000000 Penalty: 16169.891602
Iteration 321Q: 28 clusters Score -2.323569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 157586 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 101121 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146227 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235710.000000 Penalty: 16169.891602
Iteration 322Q: 28 clusters Score -2.323571e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23103 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 157614 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 101123 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15917 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146201 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235730.000000 Penalty: 16169.891602
Iteration 323Q: 28 clusters Score -2.323573e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23105 members 
Mstep: Class 6 contains 5615 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 157638 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101123 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15919 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146180 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235722.000000 Penalty: 16169.891602
Iteration 324Q: 28 clusters Score -2.323572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 157661 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101122 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15923 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146158 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235754.000000 Penalty: 16169.891602
Iteration 325Q: 28 clusters Score -2.323575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23109 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 157687 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101119 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15926 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146135 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235760.000000 Penalty: 16169.891602
Iteration 326Q: 28 clusters Score -2.323576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 157710 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101115 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15928 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146116 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235756.000000 Penalty: 16169.891602
Iteration 327Q: 28 clusters Score -2.323576e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 157741 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101116 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146090 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235774.000000 Penalty: 16169.891602
Iteration 328Q: 28 clusters Score -2.323577e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 157779 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101116 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15931 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146057 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 16169.891602
Iteration 329Q: 28 clusters Score -2.323577e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 157818 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15933 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 146023 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235810.000000 Penalty: 16169.891602
Iteration 330Q: 28 clusters Score -2.323581e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5576 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1492 members 
Mstep: Class 13 contains 157850 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145999 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235788.000000 Penalty: 16169.891602
Iteration 331Q: 28 clusters Score -2.323579e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1493 members 
Mstep: Class 13 contains 157884 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15926 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145975 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235788.000000 Penalty: 16169.891602
Iteration 332Q: 28 clusters Score -2.323579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 157909 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101113 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145947 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235798.000000 Penalty: 16169.891602
Iteration 333Q: 28 clusters Score -2.32358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23112 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 157921 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145939 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235784.000000 Penalty: 16169.891602
Iteration 334Q: 28 clusters Score -2.323578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23113 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157934 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101108 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145931 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 16169.891602
Iteration 335Q: 28 clusters Score -2.323577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23114 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157945 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101104 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145930 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235758.000000 Penalty: 16169.891602
Iteration 336Q: 28 clusters Score -2.323576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23117 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157945 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101100 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145933 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235778.000000 Penalty: 16169.891602
Iteration 337Q: 28 clusters Score -2.323578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157945 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101100 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145934 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 16169.891602
Iteration 338Q: 28 clusters Score -2.323577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157944 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101100 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15924 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145939 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235756.000000 Penalty: 16169.891602
Iteration 339Q: 28 clusters Score -2.323576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157942 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101099 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145946 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235750.000000 Penalty: 16169.891602
Iteration 340F: 28 clusters Score -2.323575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157940 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101099 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145953 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235750.000000 Penalty: 16169.891602
Iteration 341Q: 28 clusters Score -2.323575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157933 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101099 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15925 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145965 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235760.000000 Penalty: 16169.891602
Iteration 342Q: 28 clusters Score -2.323576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 5517 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157930 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101101 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15926 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145967 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235758.000000 Penalty: 16169.891602
Iteration 343Q: 28 clusters Score -2.323576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157934 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101101 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15928 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145968 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235754.000000 Penalty: 16169.891602
Iteration 344Q: 28 clusters Score -2.323575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157940 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101101 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145967 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 345Q: 28 clusters Score -2.323574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157946 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101103 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145963 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235740.000000 Penalty: 16169.891602
Iteration 346Q: 28 clusters Score -2.323574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 13 contains 157948 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101106 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15930 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145963 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 347Q: 28 clusters Score -2.323574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5488 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157944 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101108 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15933 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145965 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235734.000000 Penalty: 16169.891602
Iteration 348Q: 28 clusters Score -2.323573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157941 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15936 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145965 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235736.000000 Penalty: 16169.891602
Iteration 349Q: 28 clusters Score -2.323574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157944 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15940 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145962 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235748.000000 Penalty: 16169.891602
Iteration 350Q: 28 clusters Score -2.323575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157948 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15944 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145962 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 351Q: 28 clusters Score -2.323574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157951 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101111 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145960 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235750.000000 Penalty: 16169.891602
Iteration 352Q: 28 clusters Score -2.323575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157955 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101111 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 353Q: 28 clusters Score -2.323574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157955 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145960 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235748.000000 Penalty: 16169.891602
Iteration 354Q: 28 clusters Score -2.323575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157960 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101112 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235756.000000 Penalty: 16169.891602
Iteration 355Q: 28 clusters Score -2.323576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23125 members 
Mstep: Class 6 contains 5462 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157964 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101111 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 16169.891602
Iteration 356Q: 28 clusters Score -2.323574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157968 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235742.000000 Penalty: 16169.891602
Iteration 357Q: 28 clusters Score -2.323574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157969 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235734.000000 Penalty: 16169.891602
Iteration 358Q: 28 clusters Score -2.323573e+07 nChanged 0
Entering ConstructFrom: 
Score: -23235734.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (37808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Entering Unmasked Estep 
Score: -1666325.375000 Penalty: 479.582550
	Iteration 0F: 2 clusters Score -1666325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1640968.125000 Penalty: 959.165100
	Iteration 0F: 3 clusters Score -1640968 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1652222.375000 Penalty: 959.165100
	Iteration 1F: 3 clusters Score -1652222 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -1652931.000000 Penalty: 959.165100
	Iteration 2F: 3 clusters Score -1652931 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -1653898.375000 Penalty: 959.165100
	Iteration 3F: 3 clusters Score -1653898 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -1655179.750000 Penalty: 959.165100
	Iteration 4F: 3 clusters Score -1655180 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1656729.250000 Penalty: 959.165100
	Iteration 5F: 3 clusters Score -1656729 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -1658718.625000 Penalty: 959.165100
	Iteration 6F: 3 clusters Score -1658719 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -1660901.750000 Penalty: 959.165100
	Iteration 7F: 3 clusters Score -1660902 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -1663108.125000 Penalty: 959.165100
	Iteration 8F: 3 clusters Score -1663108 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -1664843.000000 Penalty: 959.165100
	Iteration 9Q: 3 clusters Score -1664843 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -1665572.625000 Penalty: 959.165100
	Iteration 10Q: 3 clusters Score -1665573 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -1665810.750000 Penalty: 959.165100
	Iteration 11Q: 3 clusters Score -1665811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -1665896.375000 Penalty: 959.165100
	Iteration 12Q: 3 clusters Score -1665896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -1665946.625000 Penalty: 959.165100
	Iteration 13Q: 3 clusters Score -1665947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -1665976.875000 Penalty: 959.165100
	Iteration 14Q: 3 clusters Score -1665977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -1665998.250000 Penalty: 959.165100
	Iteration 15Q: 3 clusters Score -1665998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -1666011.000000 Penalty: 959.165100
	Iteration 16Q: 3 clusters Score -1666011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -1666016.500000 Penalty: 959.165100
	Iteration 17Q: 3 clusters Score -1666016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -1666022.375000 Penalty: 959.165100
	Iteration 18Q: 3 clusters Score -1666022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -1666024.125000 Penalty: 959.165100
	Iteration 19Q: 3 clusters Score -1666024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -1666026.750000 Penalty: 959.165100
	Iteration 20F: 3 clusters Score -1666027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -1666029.750000 Penalty: 959.165100
	Iteration 21Q: 3 clusters Score -1666030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -1666028.875000 Penalty: 959.165100
	Iteration 22Q: 3 clusters Score -1666029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -1666032.500000 Penalty: 959.165100
	Iteration 23Q: 3 clusters Score -1666032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -1666038.750000 Penalty: 959.165100
	Iteration 24Q: 3 clusters Score -1666039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -1666039.625000 Penalty: 959.165100
	Iteration 25Q: 3 clusters Score -1666040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -1666042.500000 Penalty: 959.165100
	Iteration 26Q: 3 clusters Score -1666042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -1666045.750000 Penalty: 959.165100
	Iteration 27Q: 3 clusters Score -1666046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -1666043.625000 Penalty: 959.165100
	Iteration 28Q: 3 clusters Score -1666044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -1666042.250000 Penalty: 959.165100
	Iteration 29Q: 3 clusters Score -1666042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -1666042.250000 Penalty: 959.165100
	Iteration 30F: 3 clusters Score -1666042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -176115.140625 Penalty: 374.357758
	Iteration 0F: 2 clusters Score -176115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -173518.906250 Penalty: 748.715515
	Iteration 0F: 3 clusters Score -173518.9 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -174512.984375 Penalty: 748.715515
	Iteration 1F: 3 clusters Score -174513 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -174636.640625 Penalty: 748.715515
	Iteration 2F: 3 clusters Score -174636.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -174763.046875 Penalty: 748.715515
	Iteration 3F: 3 clusters Score -174763 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -174909.812500 Penalty: 748.715515
	Iteration 4F: 3 clusters Score -174909.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -175048.640625 Penalty: 748.715515
	Iteration 5F: 3 clusters Score -175048.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -175213.359375 Penalty: 748.715515
	Iteration 6F: 3 clusters Score -175213.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -175340.750000 Penalty: 748.715515
	Iteration 7F: 3 clusters Score -175340.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -175429.437500 Penalty: 748.715515
	Iteration 8Q: 3 clusters Score -175429.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -175479.890625 Penalty: 748.715515
	Iteration 9Q: 3 clusters Score -175479.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -175507.031250 Penalty: 748.715515
	Iteration 10Q: 3 clusters Score -175507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -175529.656250 Penalty: 748.715515
	Iteration 11Q: 3 clusters Score -175529.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -175551.656250 Penalty: 748.715515
	Iteration 12Q: 3 clusters Score -175551.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -175570.921875 Penalty: 748.715515
	Iteration 13Q: 3 clusters Score -175570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -175585.812500 Penalty: 748.715515
	Iteration 14Q: 3 clusters Score -175585.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -175604.328125 Penalty: 748.715515
	Iteration 15Q: 3 clusters Score -175604.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -175624.312500 Penalty: 748.715515
	Iteration 16Q: 3 clusters Score -175624.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -175642.562500 Penalty: 748.715515
	Iteration 17Q: 3 clusters Score -175642.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -175653.203125 Penalty: 748.715515
	Iteration 18Q: 3 clusters Score -175653.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -175661.515625 Penalty: 748.715515
	Iteration 19Q: 3 clusters Score -175661.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -175668.015625 Penalty: 748.715515
	Iteration 20F: 3 clusters Score -175668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -175675.265625 Penalty: 748.715515
	Iteration 21Q: 3 clusters Score -175675.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -175682.125000 Penalty: 748.715515
	Iteration 22Q: 3 clusters Score -175682.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -175690.312500 Penalty: 748.715515
	Iteration 23Q: 3 clusters Score -175690.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -175695.328125 Penalty: 748.715515
	Iteration 24Q: 3 clusters Score -175695.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -175699.765625 Penalty: 748.715515
	Iteration 25Q: 3 clusters Score -175699.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -175706.531250 Penalty: 748.715515
	Iteration 26Q: 3 clusters Score -175706.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -175712.062500 Penalty: 748.715515
	Iteration 27Q: 3 clusters Score -175712.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -175718.062500 Penalty: 748.715515
	Iteration 28Q: 3 clusters Score -175718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -175724.281250 Penalty: 748.715515
	Iteration 29Q: 3 clusters Score -175724.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -175729.000000 Penalty: 748.715515
	Iteration 30Q: 3 clusters Score -175729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -175732.546875 Penalty: 748.715515
	Iteration 31Q: 3 clusters Score -175732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -175736.953125 Penalty: 748.715515
	Iteration 32Q: 3 clusters Score -175737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -175741.062500 Penalty: 748.715515
	Iteration 33Q: 3 clusters Score -175741.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -175746.750000 Penalty: 748.715515
	Iteration 34Q: 3 clusters Score -175746.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -175752.062500 Penalty: 748.715515
	Iteration 35Q: 3 clusters Score -175752.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -175755.046875 Penalty: 748.715515
	Iteration 36Q: 3 clusters Score -175755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -175758.515625 Penalty: 748.715515
	Iteration 37Q: 3 clusters Score -175758.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -175761.343750 Penalty: 748.715515
	Iteration 38Q: 3 clusters Score -175761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -175764.531250 Penalty: 748.715515
	Iteration 39Q: 3 clusters Score -175764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -175765.140625 Penalty: 748.715515
	Iteration 40F: 3 clusters Score -175765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -175766.312500 Penalty: 748.715515
	Iteration 41Q: 3 clusters Score -175766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -175766.484375 Penalty: 748.715515
	Iteration 42Q: 3 clusters Score -175766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -175767.515625 Penalty: 748.715515
	Iteration 43Q: 3 clusters Score -175767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -175767.421875 Penalty: 748.715515
	Iteration 44Q: 3 clusters Score -175767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -175767.421875 Penalty: 748.715515
	Iteration 45F: 3 clusters Score -175767.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19190.873047 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19190.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18751.369141 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18751.37 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18871.181641 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18871.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18916.250000 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18916.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18945.515625 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -18945.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18965.968750 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18965.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18975.828125 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18975.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18989.515625 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18989.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18996.113281 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18996.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19000.041016 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -19000.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19005.964844 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -19005.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19013.847656 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -19013.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19015.626953 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -19015.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19020.933594 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -19020.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19024.667969 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -19024.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19031.091797 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -19031.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19035.755859 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -19035.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19039.759766 Penalty: 552.647095
	Iteration 16Q: 3 clusters Score -19039.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19044.376953 Penalty: 552.647095
	Iteration 17Q: 3 clusters Score -19044.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19049.234375 Penalty: 552.647095
	Iteration 18Q: 3 clusters Score -19049.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19058.488281 Penalty: 552.647095
	Iteration 19Q: 3 clusters Score -19058.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19066.275391 Penalty: 552.647095
	Iteration 20F: 3 clusters Score -19066.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19075.191406 Penalty: 552.647095
	Iteration 21Q: 3 clusters Score -19075.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19079.974609 Penalty: 552.647095
	Iteration 22Q: 3 clusters Score -19079.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19082.900391 Penalty: 552.647095
	Iteration 23Q: 3 clusters Score -19082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19082.900391 Penalty: 552.647095
	Iteration 24F: 3 clusters Score -19082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9367.208008 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9367.208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9423.016602 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9423.017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9439.111328 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9439.111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9444.766602 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9444.767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9454.721680 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9454.722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9460.222656 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9460.223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9460.222656 Penalty: 497.593475
	Iteration 6F: 3 clusters Score -9460.223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -1110469.750000 Penalty: 457.212494
	Iteration 0F: 2 clusters Score -1110470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1095064.375000 Penalty: 914.424988
	Iteration 0F: 3 clusters Score -1095064 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1101598.750000 Penalty: 914.424988
	Iteration 1F: 3 clusters Score -1101599 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1102045.125000 Penalty: 914.424988
	Iteration 2Q: 3 clusters Score -1102045 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1102628.250000 Penalty: 914.424988
	Iteration 3Q: 3 clusters Score -1102628 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1103364.375000 Penalty: 914.424988
	Iteration 4F: 3 clusters Score -1103364 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1104250.500000 Penalty: 914.424988
	Iteration 5F: 3 clusters Score -1104250 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1105215.875000 Penalty: 914.424988
	Iteration 6F: 3 clusters Score -1105216 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1106089.125000 Penalty: 914.424988
	Iteration 7F: 3 clusters Score -1106089 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1106785.000000 Penalty: 914.424988
	Iteration 8Q: 3 clusters Score -1106785 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1107289.250000 Penalty: 914.424988
	Iteration 9Q: 3 clusters Score -1107289 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1107659.875000 Penalty: 914.424988
	Iteration 10Q: 3 clusters Score -1107660 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1107920.125000 Penalty: 914.424988
	Iteration 11Q: 3 clusters Score -1107920 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1108136.875000 Penalty: 914.424988
	Iteration 12Q: 3 clusters Score -1108137 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1108320.500000 Penalty: 914.424988
	Iteration 13Q: 3 clusters Score -1108320 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1108499.625000 Penalty: 914.424988
	Iteration 14Q: 3 clusters Score -1108500 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -1108679.250000 Penalty: 914.424988
	Iteration 15Q: 3 clusters Score -1108679 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1108865.250000 Penalty: 914.424988
	Iteration 16Q: 3 clusters Score -1108865 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -1109038.875000 Penalty: 914.424988
	Iteration 17Q: 3 clusters Score -1109039 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1109209.125000 Penalty: 914.424988
	Iteration 18Q: 3 clusters Score -1109209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1109355.875000 Penalty: 914.424988
	Iteration 19Q: 3 clusters Score -1109356 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1109461.625000 Penalty: 914.424988
	Iteration 20F: 3 clusters Score -1109462 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1109570.500000 Penalty: 914.424988
	Iteration 21Q: 3 clusters Score -1109570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1109675.625000 Penalty: 914.424988
	Iteration 22Q: 3 clusters Score -1109676 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -1109763.375000 Penalty: 914.424988
	Iteration 23Q: 3 clusters Score -1109763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -1109831.375000 Penalty: 914.424988
	Iteration 24Q: 3 clusters Score -1109831 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 914.424988
	Iteration 25Q: 3 clusters Score -1109880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -1109922.250000 Penalty: 914.424988
	Iteration 26Q: 3 clusters Score -1109922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -1109958.125000 Penalty: 914.424988
	Iteration 27Q: 3 clusters Score -1109958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1109978.500000 Penalty: 914.424988
	Iteration 28Q: 3 clusters Score -1109978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1110000.250000 Penalty: 914.424988
	Iteration 29Q: 3 clusters Score -1110000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1110011.125000 Penalty: 914.424988
	Iteration 30Q: 3 clusters Score -1110011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1110019.750000 Penalty: 914.424988
	Iteration 31Q: 3 clusters Score -1110020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -1110022.375000 Penalty: 914.424988
	Iteration 32Q: 3 clusters Score -1110022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1110029.750000 Penalty: 914.424988
	Iteration 33Q: 3 clusters Score -1110030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -1110033.625000 Penalty: 914.424988
	Iteration 34Q: 3 clusters Score -1110034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1110035.250000 Penalty: 914.424988
	Iteration 35Q: 3 clusters Score -1110035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -1110038.875000 Penalty: 914.424988
	Iteration 36Q: 3 clusters Score -1110039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1110039.125000 Penalty: 914.424988
	Iteration 37Q: 3 clusters Score -1110039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -1110040.625000 Penalty: 914.424988
	Iteration 38Q: 3 clusters Score -1110041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1110042.875000 Penalty: 914.424988
	Iteration 39Q: 3 clusters Score -1110043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -1110043.500000 Penalty: 914.424988
	Iteration 40F: 3 clusters Score -1110044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1110046.250000 Penalty: 914.424988
	Iteration 41Q: 3 clusters Score -1110046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1110048.500000 Penalty: 914.424988
	Iteration 42Q: 3 clusters Score -1110048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -1110049.875000 Penalty: 914.424988
	Iteration 43Q: 3 clusters Score -1110050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1110051.125000 Penalty: 914.424988
	Iteration 44Q: 3 clusters Score -1110051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1110053.750000 Penalty: 914.424988
	Iteration 45Q: 3 clusters Score -1110054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1110054.750000 Penalty: 914.424988
	Iteration 46Q: 3 clusters Score -1110055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1110057.500000 Penalty: 914.424988
	Iteration 47Q: 3 clusters Score -1110058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1110058.375000 Penalty: 914.424988
	Iteration 48Q: 3 clusters Score -1110058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -1110058.000000 Penalty: 914.424988
	Iteration 49Q: 3 clusters Score -1110058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -1110058.625000 Penalty: 914.424988
	Iteration 50Q: 3 clusters Score -1110059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1110057.375000 Penalty: 914.424988
	Iteration 51Q: 3 clusters Score -1110057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -1110058.875000 Penalty: 914.424988
	Iteration 52Q: 3 clusters Score -1110059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -1110058.875000 Penalty: 914.424988
	Iteration 53F: 3 clusters Score -1110059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -270889.875000 Penalty: 391.528442
	Iteration 0F: 2 clusters Score -270889.9 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 2717 members 
Entering Unmasked Estep 
Score: -267238.437500 Penalty: 783.056885
	Iteration 0F: 3 clusters Score -267238.4 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -268701.656250 Penalty: 783.056885
	Iteration 1F: 3 clusters Score -268701.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -268936.187500 Penalty: 783.056885
	Iteration 2F: 3 clusters Score -268936.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -269235.156250 Penalty: 783.056885
	Iteration 3F: 3 clusters Score -269235.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -269597.437500 Penalty: 783.056885
	Iteration 4F: 3 clusters Score -269597.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -269951.937500 Penalty: 783.056885
	Iteration 5F: 3 clusters Score -269951.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -270151.406250 Penalty: 783.056885
	Iteration 6F: 3 clusters Score -270151.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -270217.031250 Penalty: 783.056885
	Iteration 7Q: 3 clusters Score -270217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -270245.906250 Penalty: 783.056885
	Iteration 8Q: 3 clusters Score -270245.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -270257.281250 Penalty: 783.056885
	Iteration 9Q: 3 clusters Score -270257.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -270265.437500 Penalty: 783.056885
	Iteration 10Q: 3 clusters Score -270265.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -270271.187500 Penalty: 783.056885
	Iteration 11Q: 3 clusters Score -270271.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -270275.875000 Penalty: 783.056885
	Iteration 12Q: 3 clusters Score -270275.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -270281.562500 Penalty: 783.056885
	Iteration 13Q: 3 clusters Score -270281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -270286.156250 Penalty: 783.056885
	Iteration 14Q: 3 clusters Score -270286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -270291.625000 Penalty: 783.056885
	Iteration 15Q: 3 clusters Score -270291.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -270295.968750 Penalty: 783.056885
	Iteration 16Q: 3 clusters Score -270296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -270301.625000 Penalty: 783.056885
	Iteration 17Q: 3 clusters Score -270301.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -270306.093750 Penalty: 783.056885
	Iteration 18Q: 3 clusters Score -270306.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -270310.906250 Penalty: 783.056885
	Iteration 19Q: 3 clusters Score -270310.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -270313.781250 Penalty: 783.056885
	Iteration 20F: 3 clusters Score -270313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -270315.875000 Penalty: 783.056885
	Iteration 21Q: 3 clusters Score -270315.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -270319.312500 Penalty: 783.056885
	Iteration 22Q: 3 clusters Score -270319.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -270321.812500 Penalty: 783.056885
	Iteration 23Q: 3 clusters Score -270321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -270323.000000 Penalty: 783.056885
	Iteration 24Q: 3 clusters Score -270323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -270325.656250 Penalty: 783.056885
	Iteration 25Q: 3 clusters Score -270325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -270327.000000 Penalty: 783.056885
	Iteration 26Q: 3 clusters Score -270327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -270328.812500 Penalty: 783.056885
	Iteration 27Q: 3 clusters Score -270328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -270329.281250 Penalty: 783.056885
	Iteration 28Q: 3 clusters Score -270329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -270331.125000 Penalty: 783.056885
	Iteration 29Q: 3 clusters Score -270331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -270331.906250 Penalty: 783.056885
	Iteration 30Q: 3 clusters Score -270331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -270332.593750 Penalty: 783.056885
	Iteration 31Q: 3 clusters Score -270332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -270332.281250 Penalty: 783.056885
	Iteration 32Q: 3 clusters Score -270332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -270332.656250 Penalty: 783.056885
	Iteration 33Q: 3 clusters Score -270332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -270333.375000 Penalty: 783.056885
	Iteration 34Q: 3 clusters Score -270333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -270334.562500 Penalty: 783.056885
	Iteration 35Q: 3 clusters Score -270334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -270334.093750 Penalty: 783.056885
	Iteration 36Q: 3 clusters Score -270334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -270334.187500 Penalty: 783.056885
	Iteration 37Q: 3 clusters Score -270334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -270334.000000 Penalty: 783.056885
	Iteration 38Q: 3 clusters Score -270334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -270334.906250 Penalty: 783.056885
	Iteration 39Q: 3 clusters Score -270334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -270334.812500 Penalty: 783.056885
	Iteration 40F: 3 clusters Score -270334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -270334.812500 Penalty: 783.056885
	Iteration 41Q: 3 clusters Score -270334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -270334.875000 Penalty: 783.056885
	Iteration 42Q: 3 clusters Score -270334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -270335.156250 Penalty: 783.056885
	Iteration 43Q: 3 clusters Score -270335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -270335.093750 Penalty: 783.056885
	Iteration 44Q: 3 clusters Score -270335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -270335.468750 Penalty: 783.056885
	Iteration 45Q: 3 clusters Score -270335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -270336.562500 Penalty: 783.056885
	Iteration 46Q: 3 clusters Score -270336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -270336.468750 Penalty: 783.056885
	Iteration 47Q: 3 clusters Score -270336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -270336.375000 Penalty: 783.056885
	Iteration 48Q: 3 clusters Score -270336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -270336.531250 Penalty: 783.056885
	Iteration 49Q: 3 clusters Score -270336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -270337.093750 Penalty: 783.056885
	Iteration 50Q: 3 clusters Score -270337.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -270336.812500 Penalty: 783.056885
	Iteration 51Q: 3 clusters Score -270336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -270337.218750 Penalty: 783.056885
	Iteration 52Q: 3 clusters Score -270337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -270337.218750 Penalty: 783.056885
	Iteration 53F: 3 clusters Score -270337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -108054.796875 Penalty: 351.702972
	Iteration 0F: 2 clusters Score -108054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -106416.664062 Penalty: 703.405945
	Iteration 0F: 3 clusters Score -106416.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -107028.492188 Penalty: 703.405945
	Iteration 1F: 3 clusters Score -107028.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -107117.546875 Penalty: 703.405945
	Iteration 2F: 3 clusters Score -107117.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -107199.960938 Penalty: 703.405945
	Iteration 3F: 3 clusters Score -107200 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -107281.664062 Penalty: 703.405945
	Iteration 4F: 3 clusters Score -107281.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -107353.164062 Penalty: 703.405945
	Iteration 5Q: 3 clusters Score -107353.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -107428.695312 Penalty: 703.405945
	Iteration 6Q: 3 clusters Score -107428.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -107495.062500 Penalty: 703.405945
	Iteration 7Q: 3 clusters Score -107495.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -107555.257812 Penalty: 703.405945
	Iteration 8Q: 3 clusters Score -107555.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -107606.687500 Penalty: 703.405945
	Iteration 9Q: 3 clusters Score -107606.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -107659.632812 Penalty: 703.405945
	Iteration 10Q: 3 clusters Score -107659.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -107704.070312 Penalty: 703.405945
	Iteration 11Q: 3 clusters Score -107704.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -107728.101562 Penalty: 703.405945
	Iteration 12Q: 3 clusters Score -107728.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -107740.828125 Penalty: 703.405945
	Iteration 13Q: 3 clusters Score -107740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -107748.773438 Penalty: 703.405945
	Iteration 14Q: 3 clusters Score -107748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -107755.703125 Penalty: 703.405945
	Iteration 15Q: 3 clusters Score -107755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -107760.812500 Penalty: 703.405945
	Iteration 16Q: 3 clusters Score -107760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -107763.484375 Penalty: 703.405945
	Iteration 17Q: 3 clusters Score -107763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -107765.273438 Penalty: 703.405945
	Iteration 18Q: 3 clusters Score -107765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -107768.046875 Penalty: 703.405945
	Iteration 19Q: 3 clusters Score -107768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -107768.390625 Penalty: 703.405945
	Iteration 20F: 3 clusters Score -107768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -109248.195312 Penalty: 349.741272
	Iteration 0F: 2 clusters Score -109248.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -107719.921875 Penalty: 699.482544
	Iteration 0F: 3 clusters Score -107719.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -108263.843750 Penalty: 699.482544
	Iteration 1F: 3 clusters Score -108263.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -108351.375000 Penalty: 699.482544
	Iteration 2F: 3 clusters Score -108351.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -108414.554688 Penalty: 699.482544
	Iteration 3F: 3 clusters Score -108414.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108472.914062 Penalty: 699.482544
	Iteration 4Q: 3 clusters Score -108472.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108536.804688 Penalty: 699.482544
	Iteration 5Q: 3 clusters Score -108536.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108610.765625 Penalty: 699.482544
	Iteration 6Q: 3 clusters Score -108610.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108677.617188 Penalty: 699.482544
	Iteration 7Q: 3 clusters Score -108677.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108744.484375 Penalty: 699.482544
	Iteration 8Q: 3 clusters Score -108744.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108801.312500 Penalty: 699.482544
	Iteration 9Q: 3 clusters Score -108801.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -108840.000000 Penalty: 699.482544
	Iteration 10Q: 3 clusters Score -108840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -108862.828125 Penalty: 699.482544
	Iteration 11Q: 3 clusters Score -108862.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -108877.984375 Penalty: 699.482544
	Iteration 12Q: 3 clusters Score -108878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -108886.476562 Penalty: 699.482544
	Iteration 13Q: 3 clusters Score -108886.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -108891.781250 Penalty: 699.482544
	Iteration 14Q: 3 clusters Score -108891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -108899.609375 Penalty: 699.482544
	Iteration 15Q: 3 clusters Score -108899.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -108904.929688 Penalty: 699.482544
	Iteration 16Q: 3 clusters Score -108904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -108910.273438 Penalty: 699.482544
	Iteration 17Q: 3 clusters Score -108910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -108916.765625 Penalty: 699.482544
	Iteration 18Q: 3 clusters Score -108916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -108919.187500 Penalty: 699.482544
	Iteration 19Q: 3 clusters Score -108919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -108922.953125 Penalty: 699.482544
	Iteration 20F: 3 clusters Score -108923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -108924.195312 Penalty: 699.482544
	Iteration 21Q: 3 clusters Score -108924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -108924.195312 Penalty: 699.482544
	Iteration 22F: 3 clusters Score -108924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -43735.210938 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -43735.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43041.144531 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -43041.14 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -43238.546875 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -43238.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43264.390625 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -43264.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43276.878906 Penalty: 611.540039
	Iteration 3Q: 3 clusters Score -43276.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -43284.578125 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -43284.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43289.378906 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -43289.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43293.617188 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -43293.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43295.683594 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -43295.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43297.265625 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -43297.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43299.414062 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -43299.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43300.437500 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -43300.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43300.562500 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -43300.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43300.914062 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -43300.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43301.347656 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -43301.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -43302.039062 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -43302.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43302.632812 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -43302.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43303.542969 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -43303.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43303.542969 Penalty: 611.540039
	Iteration 17F: 3 clusters Score -43303.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -190945.421875 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -190945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -187982.343750 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -187982.3 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -189154.500000 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -189154.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -189412.281250 Penalty: 764.132263
	Iteration 2F: 3 clusters Score -189412.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -189663.656250 Penalty: 764.132263
	Iteration 3F: 3 clusters Score -189663.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -189922.734375 Penalty: 764.132263
	Iteration 4F: 3 clusters Score -189922.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -190190.093750 Penalty: 764.132263
	Iteration 5F: 3 clusters Score -190190.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -190385.031250 Penalty: 764.132263
	Iteration 6Q: 3 clusters Score -190385 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -190508.296875 Penalty: 764.132263
	Iteration 7Q: 3 clusters Score -190508.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -190588.000000 Penalty: 764.132263
	Iteration 8Q: 3 clusters Score -190588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -190629.625000 Penalty: 764.132263
	Iteration 9Q: 3 clusters Score -190629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -190643.906250 Penalty: 764.132263
	Iteration 10Q: 3 clusters Score -190643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -190644.406250 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -190644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -190644.406250 Penalty: 764.132263
	Iteration 12F: 3 clusters Score -190644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -16782.169922 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -16782.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16391.644531 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -16391.64 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16501.699219 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -16501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16526.666016 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -16526.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16542.062500 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -16542.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16562.560547 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -16562.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16572.816406 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -16572.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16582.039062 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -16582.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16589.976562 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -16589.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16594.513672 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -16594.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16595.966797 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -16595.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16598.957031 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -16598.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16600.220703 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -16600.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16601.335938 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -16601.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16602.611328 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -16602.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16602.611328 Penalty: 543.384827
	Iteration 14F: 3 clusters Score -16602.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -72679.328125 Penalty: 332.812164
	Iteration 0F: 2 clusters Score -72679.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71546.921875 Penalty: 665.624329
	Iteration 0F: 3 clusters Score -71546.92 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -71878.882812 Penalty: 665.624329
	Iteration 1F: 3 clusters Score -71878.88 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -71942.109375 Penalty: 665.624329
	Iteration 2F: 3 clusters Score -71942.11 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71993.679688 Penalty: 665.624329
	Iteration 3F: 3 clusters Score -71993.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -72058.320312 Penalty: 665.624329
	Iteration 4F: 3 clusters Score -72058.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -72135.328125 Penalty: 665.624329
	Iteration 5F: 3 clusters Score -72135.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -72205.390625 Penalty: 665.624329
	Iteration 6Q: 3 clusters Score -72205.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -72257.437500 Penalty: 665.624329
	Iteration 7Q: 3 clusters Score -72257.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -72290.679688 Penalty: 665.624329
	Iteration 8Q: 3 clusters Score -72290.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -72310.687500 Penalty: 665.624329
	Iteration 9Q: 3 clusters Score -72310.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -72324.820312 Penalty: 665.624329
	Iteration 10Q: 3 clusters Score -72324.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -72347.671875 Penalty: 665.624329
	Iteration 11Q: 3 clusters Score -72347.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -72361.390625 Penalty: 665.624329
	Iteration 12Q: 3 clusters Score -72361.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -72371.367188 Penalty: 665.624329
	Iteration 13Q: 3 clusters Score -72371.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -72379.695312 Penalty: 665.624329
	Iteration 14Q: 3 clusters Score -72379.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -72387.820312 Penalty: 665.624329
	Iteration 15Q: 3 clusters Score -72387.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -72391.875000 Penalty: 665.624329
	Iteration 16Q: 3 clusters Score -72391.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -72393.953125 Penalty: 665.624329
	Iteration 17Q: 3 clusters Score -72393.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -72396.492188 Penalty: 665.624329
	Iteration 18Q: 3 clusters Score -72396.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -72397.117188 Penalty: 665.624329
	Iteration 19Q: 3 clusters Score -72397.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -72397.296875 Penalty: 665.624329
	Iteration 20F: 3 clusters Score -72397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -72397.539062 Penalty: 665.624329
	Iteration 21Q: 3 clusters Score -72397.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -72398.687500 Penalty: 665.624329
	Iteration 22Q: 3 clusters Score -72398.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -72399.570312 Penalty: 665.624329
	Iteration 23Q: 3 clusters Score -72399.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -72400.203125 Penalty: 665.624329
	Iteration 24Q: 3 clusters Score -72400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -72400.515625 Penalty: 665.624329
	Iteration 25Q: 3 clusters Score -72400.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -72400.796875 Penalty: 665.624329
	Iteration 26Q: 3 clusters Score -72400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72401.125000 Penalty: 665.624329
	Iteration 27Q: 3 clusters Score -72401.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -72401.335938 Penalty: 665.624329
	Iteration 28Q: 3 clusters Score -72401.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -72402.031250 Penalty: 665.624329
	Iteration 29Q: 3 clusters Score -72402.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -72402.492188 Penalty: 665.624329
	Iteration 30Q: 3 clusters Score -72402.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -72402.492188 Penalty: 665.624329
	Iteration 31F: 3 clusters Score -72402.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157969 members 
Entering Unmasked Estep 
Score: -7309153.500000 Penalty: 544.641968
	Iteration 0F: 2 clusters Score -7309154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -7204380.000000 Penalty: 1089.283936
	Iteration 0F: 3 clusters Score -7204380 nChanged 77419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -7253627.000000 Penalty: 1089.283936
	Iteration 1F: 3 clusters Score -7253627 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -7257453.000000 Penalty: 1089.283936
	Iteration 2F: 3 clusters Score -7257453 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -7264034.500000 Penalty: 1089.283936
	Iteration 3F: 3 clusters Score -7264034 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -7274083.000000 Penalty: 1089.283936
	Iteration 4F: 3 clusters Score -7274083 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -7285491.000000 Penalty: 1089.283936
	Iteration 5F: 3 clusters Score -7285491 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -7293922.500000 Penalty: 1089.283936
	Iteration 6F: 3 clusters Score -7293922 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -7298315.000000 Penalty: 1089.283936
	Iteration 7Q: 3 clusters Score -7298315 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134011 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -7300485.000000 Penalty: 1089.283936
	Iteration 8Q: 3 clusters Score -7300485 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136199 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -7302018.000000 Penalty: 1089.283936
	Iteration 9Q: 3 clusters Score -7302018 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -7303355.000000 Penalty: 1089.283936
	Iteration 10Q: 3 clusters Score -7303355 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139917 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7304505.000000 Penalty: 1089.283936
	Iteration 11Q: 3 clusters Score -7304505 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141546 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -7305448.000000 Penalty: 1089.283936
	Iteration 12Q: 3 clusters Score -7305448 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -7306202.500000 Penalty: 1089.283936
	Iteration 13Q: 3 clusters Score -7306202 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144343 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -7306789.000000 Penalty: 1089.283936
	Iteration 14Q: 3 clusters Score -7306789 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -7307171.000000 Penalty: 1089.283936
	Iteration 15Q: 3 clusters Score -7307171 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -7307519.000000 Penalty: 1089.283936
	Iteration 16Q: 3 clusters Score -7307519 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -7307763.000000 Penalty: 1089.283936
	Iteration 17Q: 3 clusters Score -7307763 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148694 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -7308019.500000 Penalty: 1089.283936
	Iteration 18Q: 3 clusters Score -7308020 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -7308211.500000 Penalty: 1089.283936
	Iteration 19Q: 3 clusters Score -7308212 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -7308410.000000 Penalty: 1089.283936
	Iteration 20F: 3 clusters Score -7308410 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7308556.000000 Penalty: 1089.283936
	Iteration 21Q: 3 clusters Score -7308556 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -7308688.500000 Penalty: 1089.283936
	Iteration 22Q: 3 clusters Score -7308688 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152963 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7308750.000000 Penalty: 1089.283936
	Iteration 23Q: 3 clusters Score -7308750 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153605 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7308856.000000 Penalty: 1089.283936
	Iteration 24Q: 3 clusters Score -7308856 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -7308927.000000 Penalty: 1089.283936
	Iteration 25Q: 3 clusters Score -7308927 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7308951.000000 Penalty: 1089.283936
	Iteration 26Q: 3 clusters Score -7308951 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7308985.500000 Penalty: 1089.283936
	Iteration 27Q: 3 clusters Score -7308986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7309020.500000 Penalty: 1089.283936
	Iteration 28Q: 3 clusters Score -7309020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155741 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7309063.500000 Penalty: 1089.283936
	Iteration 29Q: 3 clusters Score -7309064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7309058.500000 Penalty: 1089.283936
	Iteration 30Q: 3 clusters Score -7309058 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7309077.500000 Penalty: 1089.283936
	Iteration 31Q: 3 clusters Score -7309078 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7309077.000000 Penalty: 1089.283936
	Iteration 32Q: 3 clusters Score -7309077 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156554 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7309082.500000 Penalty: 1089.283936
	Iteration 33Q: 3 clusters Score -7309082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7309087.500000 Penalty: 1089.283936
	Iteration 34Q: 3 clusters Score -7309088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7309073.000000 Penalty: 1089.283936
	Iteration 35Q: 3 clusters Score -7309073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156851 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7309065.000000 Penalty: 1089.283936
	Iteration 36Q: 3 clusters Score -7309065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156914 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7309056.500000 Penalty: 1089.283936
	Iteration 37Q: 3 clusters Score -7309056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7309051.500000 Penalty: 1089.283936
	Iteration 38Q: 3 clusters Score -7309052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7309061.000000 Penalty: 1089.283936
	Iteration 39Q: 3 clusters Score -7309061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7309043.000000 Penalty: 1089.283936
	Iteration 40F: 3 clusters Score -7309043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7309030.000000 Penalty: 1089.283936
	Iteration 41Q: 3 clusters Score -7309030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7309019.000000 Penalty: 1089.283936
	Iteration 42Q: 3 clusters Score -7309019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7309004.500000 Penalty: 1089.283936
	Iteration 43Q: 3 clusters Score -7309004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7308998.000000 Penalty: 1089.283936
	Iteration 44Q: 3 clusters Score -7308998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7308993.000000 Penalty: 1089.283936
	Iteration 45Q: 3 clusters Score -7308993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7309010.500000 Penalty: 1089.283936
	Iteration 46Q: 3 clusters Score -7309010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157280 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7309002.000000 Penalty: 1089.283936
	Iteration 47Q: 3 clusters Score -7309002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7309007.000000 Penalty: 1089.283936
	Iteration 48Q: 3 clusters Score -7309007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7308996.000000 Penalty: 1089.283936
	Iteration 49Q: 3 clusters Score -7308996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7308999.000000 Penalty: 1089.283936
	Iteration 50Q: 3 clusters Score -7308999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7308993.000000 Penalty: 1089.283936
	Iteration 51Q: 3 clusters Score -7308993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7308994.500000 Penalty: 1089.283936
	Iteration 52Q: 3 clusters Score -7308994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7308991.500000 Penalty: 1089.283936
	Iteration 53Q: 3 clusters Score -7308992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7308989.500000 Penalty: 1089.283936
	Iteration 54Q: 3 clusters Score -7308990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7308985.500000 Penalty: 1089.283936
	Iteration 55Q: 3 clusters Score -7308986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7308985.000000 Penalty: 1089.283936
	Iteration 56Q: 3 clusters Score -7308985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7308992.000000 Penalty: 1089.283936
	Iteration 57Q: 3 clusters Score -7308992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7308994.000000 Penalty: 1089.283936
	Iteration 58Q: 3 clusters Score -7308994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7308986.000000 Penalty: 1089.283936
	Iteration 59Q: 3 clusters Score -7308986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7308987.500000 Penalty: 1089.283936
	Iteration 60F: 3 clusters Score -7308988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7308976.000000 Penalty: 1089.283936
	Iteration 61Q: 3 clusters Score -7308976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7308977.500000 Penalty: 1089.283936
	Iteration 62Q: 3 clusters Score -7308978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7308988.500000 Penalty: 1089.283936
	Iteration 63Q: 3 clusters Score -7308988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7308984.000000 Penalty: 1089.283936
	Iteration 64Q: 3 clusters Score -7308984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7308984.000000 Penalty: 1089.283936
	Iteration 65F: 3 clusters Score -7308984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -101497.156250 Penalty: 353.487518
	Iteration 0F: 2 clusters Score -101497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -99841.289062 Penalty: 706.975037
	Iteration 0F: 3 clusters Score -99841.29 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -100472.851562 Penalty: 706.975037
	Iteration 1F: 3 clusters Score -100472.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -100621.312500 Penalty: 706.975037
	Iteration 2F: 3 clusters Score -100621.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -100790.687500 Penalty: 706.975037
	Iteration 3F: 3 clusters Score -100790.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -100922.093750 Penalty: 706.975037
	Iteration 4F: 3 clusters Score -100922.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -101008.765625 Penalty: 706.975037
	Iteration 5F: 3 clusters Score -101008.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -101077.914062 Penalty: 706.975037
	Iteration 6Q: 3 clusters Score -101077.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -101114.531250 Penalty: 706.975037
	Iteration 7Q: 3 clusters Score -101114.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -101151.968750 Penalty: 706.975037
	Iteration 8Q: 3 clusters Score -101152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -101185.625000 Penalty: 706.975037
	Iteration 9Q: 3 clusters Score -101185.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -101216.914062 Penalty: 706.975037
	Iteration 10Q: 3 clusters Score -101216.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -101245.257812 Penalty: 706.975037
	Iteration 11Q: 3 clusters Score -101245.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -101262.562500 Penalty: 706.975037
	Iteration 12Q: 3 clusters Score -101262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -101275.648438 Penalty: 706.975037
	Iteration 13Q: 3 clusters Score -101275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -101283.773438 Penalty: 706.975037
	Iteration 14Q: 3 clusters Score -101283.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -101291.031250 Penalty: 706.975037
	Iteration 15Q: 3 clusters Score -101291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -101295.015625 Penalty: 706.975037
	Iteration 16Q: 3 clusters Score -101295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -101296.453125 Penalty: 706.975037
	Iteration 17Q: 3 clusters Score -101296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -101296.539062 Penalty: 706.975037
	Iteration 18Q: 3 clusters Score -101296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -101296.539062 Penalty: 706.975037
	Iteration 19F: 3 clusters Score -101296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -11266.798828 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -11266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10922.497070 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -10922.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11088.756836 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -11088.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11158.911133 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -11158.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11185.787109 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -11185.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11189.990234 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -11189.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11197.835938 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -11197.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11198.763672 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -11198.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11199.263672 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -11199.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11199.263672 Penalty: 521.734070
	Iteration 8F: 3 clusters Score -11199.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -260536.343750 Penalty: 394.418579
	Iteration 0F: 2 clusters Score -260536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -256555.718750 Penalty: 788.837158
	Iteration 0F: 3 clusters Score -256555.7 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -258035.890625 Penalty: 788.837158
	Iteration 1F: 3 clusters Score -258035.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -258209.546875 Penalty: 788.837158
	Iteration 2F: 3 clusters Score -258209.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -258454.593750 Penalty: 788.837158
	Iteration 3F: 3 clusters Score -258454.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -258803.437500 Penalty: 788.837158
	Iteration 4F: 3 clusters Score -258803.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -259270.187500 Penalty: 788.837158
	Iteration 5F: 3 clusters Score -259270.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -259668.046875 Penalty: 788.837158
	Iteration 6F: 3 clusters Score -259668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -259892.000000 Penalty: 788.837158
	Iteration 7Q: 3 clusters Score -259892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -259976.250000 Penalty: 788.837158
	Iteration 8Q: 3 clusters Score -259976.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -260026.343750 Penalty: 788.837158
	Iteration 9Q: 3 clusters Score -260026.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -260057.375000 Penalty: 788.837158
	Iteration 10Q: 3 clusters Score -260057.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -260077.562500 Penalty: 788.837158
	Iteration 11Q: 3 clusters Score -260077.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -260093.828125 Penalty: 788.837158
	Iteration 12Q: 3 clusters Score -260093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -260105.062500 Penalty: 788.837158
	Iteration 13Q: 3 clusters Score -260105.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -260112.609375 Penalty: 788.837158
	Iteration 14Q: 3 clusters Score -260112.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -260126.265625 Penalty: 788.837158
	Iteration 15Q: 3 clusters Score -260126.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -260138.531250 Penalty: 788.837158
	Iteration 16Q: 3 clusters Score -260138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -260150.187500 Penalty: 788.837158
	Iteration 17Q: 3 clusters Score -260150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -260154.250000 Penalty: 788.837158
	Iteration 18Q: 3 clusters Score -260154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -260156.781250 Penalty: 788.837158
	Iteration 19Q: 3 clusters Score -260156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -260158.968750 Penalty: 788.837158
	Iteration 20F: 3 clusters Score -260159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -260161.812500 Penalty: 788.837158
	Iteration 21Q: 3 clusters Score -260161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -260168.125000 Penalty: 788.837158
	Iteration 22Q: 3 clusters Score -260168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -260171.875000 Penalty: 788.837158
	Iteration 23Q: 3 clusters Score -260171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -260172.546875 Penalty: 788.837158
	Iteration 24Q: 3 clusters Score -260172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -260172.500000 Penalty: 788.837158
	Iteration 25Q: 3 clusters Score -260172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -260172.500000 Penalty: 788.837158
	Iteration 26F: 3 clusters Score -260172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Entering Unmasked Estep 
Score: -4744188.000000 Penalty: 524.340332
	Iteration 0F: 2 clusters Score -4744188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -4677050.500000 Penalty: 1048.680664
	Iteration 0F: 3 clusters Score -4677050 nChanged 49316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4709760.500000 Penalty: 1048.680664
	Iteration 1F: 3 clusters Score -4709760 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4713305.500000 Penalty: 1048.680664
	Iteration 2F: 3 clusters Score -4713306 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4717986.000000 Penalty: 1048.680664
	Iteration 3F: 3 clusters Score -4717986 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4723352.000000 Penalty: 1048.680664
	Iteration 4F: 3 clusters Score -4723352 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4728423.500000 Penalty: 1048.680664
	Iteration 5F: 3 clusters Score -4728424 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4732814.000000 Penalty: 1048.680664
	Iteration 6F: 3 clusters Score -4732814 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4736580.000000 Penalty: 1048.680664
	Iteration 7Q: 3 clusters Score -4736580 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4739853.500000 Penalty: 1048.680664
	Iteration 8Q: 3 clusters Score -4739854 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4742189.000000 Penalty: 1048.680664
	Iteration 9Q: 3 clusters Score -4742189 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4743272.000000 Penalty: 1048.680664
	Iteration 10Q: 3 clusters Score -4743272 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4743628.500000 Penalty: 1048.680664
	Iteration 11Q: 3 clusters Score -4743628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4743734.000000 Penalty: 1048.680664
	Iteration 12Q: 3 clusters Score -4743734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4743762.000000 Penalty: 1048.680664
	Iteration 13Q: 3 clusters Score -4743762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4743767.500000 Penalty: 1048.680664
	Iteration 14Q: 3 clusters Score -4743768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4743776.000000 Penalty: 1048.680664
	Iteration 15Q: 3 clusters Score -4743776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4743783.000000 Penalty: 1048.680664
	Iteration 16Q: 3 clusters Score -4743783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4743786.000000 Penalty: 1048.680664
	Iteration 17Q: 3 clusters Score -4743786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4743786.000000 Penalty: 1048.680664
	Iteration 18Q: 3 clusters Score -4743786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4743785.500000 Penalty: 1048.680664
	Iteration 19Q: 3 clusters Score -4743786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4743785.500000 Penalty: 1048.680664
	Iteration 20F: 3 clusters Score -4743786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5360.865723 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5360.866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5413.477051 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5413.477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5425.739746 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5425.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5429.629883 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -5429.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5431.143555 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -5431.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5431.143555 Penalty: 448.380096
	Iteration 5F: 3 clusters Score -5431.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -793318.000000 Penalty: 440.298981
	Iteration 0F: 2 clusters Score -793318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -782680.125000 Penalty: 880.597961
	Iteration 0F: 3 clusters Score -782680.1 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -786819.250000 Penalty: 880.597961
	Iteration 1F: 3 clusters Score -786819.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -787020.562500 Penalty: 880.597961
	Iteration 2Q: 3 clusters Score -787020.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -787314.687500 Penalty: 880.597961
	Iteration 3Q: 3 clusters Score -787314.7 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -787813.562500 Penalty: 880.597961
	Iteration 4F: 3 clusters Score -787813.6 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -788755.812500 Penalty: 880.597961
	Iteration 5F: 3 clusters Score -788755.8 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -790083.562500 Penalty: 880.597961
	Iteration 6F: 3 clusters Score -790083.6 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -791448.437500 Penalty: 880.597961
	Iteration 7F: 3 clusters Score -791448.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -792356.500000 Penalty: 880.597961
	Iteration 8F: 3 clusters Score -792356.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -792740.500000 Penalty: 880.597961
	Iteration 9Q: 3 clusters Score -792740.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -792852.187500 Penalty: 880.597961
	Iteration 10Q: 3 clusters Score -792852.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -792912.250000 Penalty: 880.597961
	Iteration 11Q: 3 clusters Score -792912.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -792960.062500 Penalty: 880.597961
	Iteration 12Q: 3 clusters Score -792960.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -792985.125000 Penalty: 880.597961
	Iteration 13Q: 3 clusters Score -792985.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -793003.062500 Penalty: 880.597961
	Iteration 14Q: 3 clusters Score -793003.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -793019.312500 Penalty: 880.597961
	Iteration 15Q: 3 clusters Score -793019.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -793032.625000 Penalty: 880.597961
	Iteration 16Q: 3 clusters Score -793032.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -793043.250000 Penalty: 880.597961
	Iteration 17Q: 3 clusters Score -793043.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -793049.875000 Penalty: 880.597961
	Iteration 18Q: 3 clusters Score -793049.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -793055.875000 Penalty: 880.597961
	Iteration 19Q: 3 clusters Score -793055.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -793060.125000 Penalty: 880.597961
	Iteration 20F: 3 clusters Score -793060.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -793063.125000 Penalty: 880.597961
	Iteration 21Q: 3 clusters Score -793063.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -793063.625000 Penalty: 880.597961
	Iteration 22Q: 3 clusters Score -793063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -793066.500000 Penalty: 880.597961
	Iteration 23Q: 3 clusters Score -793066.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -793069.625000 Penalty: 880.597961
	Iteration 24Q: 3 clusters Score -793069.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -793070.750000 Penalty: 880.597961
	Iteration 25Q: 3 clusters Score -793070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -793072.250000 Penalty: 880.597961
	Iteration 26Q: 3 clusters Score -793072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -793074.000000 Penalty: 880.597961
	Iteration 27Q: 3 clusters Score -793074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -793076.437500 Penalty: 880.597961
	Iteration 28Q: 3 clusters Score -793076.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -793077.812500 Penalty: 880.597961
	Iteration 29Q: 3 clusters Score -793077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -793079.500000 Penalty: 880.597961
	Iteration 30Q: 3 clusters Score -793079.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -793083.125000 Penalty: 880.597961
	Iteration 31Q: 3 clusters Score -793083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -793083.875000 Penalty: 880.597961
	Iteration 32Q: 3 clusters Score -793083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -793085.250000 Penalty: 880.597961
	Iteration 33Q: 3 clusters Score -793085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -793085.875000 Penalty: 880.597961
	Iteration 34Q: 3 clusters Score -793085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -793087.687500 Penalty: 880.597961
	Iteration 35Q: 3 clusters Score -793087.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -793090.312500 Penalty: 880.597961
	Iteration 36Q: 3 clusters Score -793090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -793096.375000 Penalty: 880.597961
	Iteration 37Q: 3 clusters Score -793096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -793097.000000 Penalty: 880.597961
	Iteration 38Q: 3 clusters Score -793097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -793095.625000 Penalty: 880.597961
	Iteration 39Q: 3 clusters Score -793095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -793096.187500 Penalty: 880.597961
	Iteration 40F: 3 clusters Score -793096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -793097.687500 Penalty: 880.597961
	Iteration 41Q: 3 clusters Score -793097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -793097.187500 Penalty: 880.597961
	Iteration 42Q: 3 clusters Score -793097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -793098.187500 Penalty: 880.597961
	Iteration 43Q: 3 clusters Score -793098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -793098.750000 Penalty: 880.597961
	Iteration 44Q: 3 clusters Score -793098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -793098.437500 Penalty: 880.597961
	Iteration 45Q: 3 clusters Score -793098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -793099.687500 Penalty: 880.597961
	Iteration 46Q: 3 clusters Score -793099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -793099.187500 Penalty: 880.597961
	Iteration 47Q: 3 clusters Score -793099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -793098.812500 Penalty: 880.597961
	Iteration 48Q: 3 clusters Score -793098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -793099.750000 Penalty: 880.597961
	Iteration 49Q: 3 clusters Score -793099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -793099.437500 Penalty: 880.597961
	Iteration 50Q: 3 clusters Score -793099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -793102.000000 Penalty: 880.597961
	Iteration 51Q: 3 clusters Score -793102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -793101.062500 Penalty: 880.597961
	Iteration 52Q: 3 clusters Score -793101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -793103.062500 Penalty: 880.597961
	Iteration 53Q: 3 clusters Score -793103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -793103.187500 Penalty: 880.597961
	Iteration 54Q: 3 clusters Score -793103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -793102.750000 Penalty: 880.597961
	Iteration 55Q: 3 clusters Score -793102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -793102.562500 Penalty: 880.597961
	Iteration 56Q: 3 clusters Score -793102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -793101.937500 Penalty: 880.597961
	Iteration 57Q: 3 clusters Score -793101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -793104.250000 Penalty: 880.597961
	Iteration 58Q: 3 clusters Score -793104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -793106.500000 Penalty: 880.597961
	Iteration 59Q: 3 clusters Score -793106.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -793107.187500 Penalty: 880.597961
	Iteration 60F: 3 clusters Score -793107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -793109.375000 Penalty: 880.597961
	Iteration 61Q: 3 clusters Score -793109.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -793110.750000 Penalty: 880.597961
	Iteration 62Q: 3 clusters Score -793110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -793111.062500 Penalty: 880.597961
	Iteration 63Q: 3 clusters Score -793111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -793114.562500 Penalty: 880.597961
	Iteration 64Q: 3 clusters Score -793114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -793118.500000 Penalty: 880.597961
	Iteration 65Q: 3 clusters Score -793118.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -793117.937500 Penalty: 880.597961
	Iteration 66Q: 3 clusters Score -793117.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -793121.687500 Penalty: 880.597961
	Iteration 67Q: 3 clusters Score -793121.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -793121.875000 Penalty: 880.597961
	Iteration 68Q: 3 clusters Score -793121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -793121.375000 Penalty: 880.597961
	Iteration 69Q: 3 clusters Score -793121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -793122.312500 Penalty: 880.597961
	Iteration 70Q: 3 clusters Score -793122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -793124.187500 Penalty: 880.597961
	Iteration 71Q: 3 clusters Score -793124.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -793125.500000 Penalty: 880.597961
	Iteration 72Q: 3 clusters Score -793125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -793127.625000 Penalty: 880.597961
	Iteration 73Q: 3 clusters Score -793127.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -793128.937500 Penalty: 880.597961
	Iteration 74Q: 3 clusters Score -793128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -793128.312500 Penalty: 880.597961
	Iteration 75Q: 3 clusters Score -793128.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -793130.000000 Penalty: 880.597961
	Iteration 76Q: 3 clusters Score -793130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -793132.062500 Penalty: 880.597961
	Iteration 77Q: 3 clusters Score -793132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -793132.937500 Penalty: 880.597961
	Iteration 78Q: 3 clusters Score -793132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -793132.562500 Penalty: 880.597961
	Iteration 79Q: 3 clusters Score -793132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -793131.875000 Penalty: 880.597961
	Iteration 80F: 3 clusters Score -793131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -793133.562500 Penalty: 880.597961
	Iteration 81Q: 3 clusters Score -793133.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -793134.937500 Penalty: 880.597961
	Iteration 82Q: 3 clusters Score -793134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -793136.937500 Penalty: 880.597961
	Iteration 83Q: 3 clusters Score -793136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -793138.125000 Penalty: 880.597961
	Iteration 84Q: 3 clusters Score -793138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -793139.437500 Penalty: 880.597961
	Iteration 85Q: 3 clusters Score -793139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -793138.250000 Penalty: 880.597961
	Iteration 86Q: 3 clusters Score -793138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -793141.125000 Penalty: 880.597961
	Iteration 87Q: 3 clusters Score -793141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -793146.062500 Penalty: 880.597961
	Iteration 88Q: 3 clusters Score -793146.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -793148.250000 Penalty: 880.597961
	Iteration 89Q: 3 clusters Score -793148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -793151.687500 Penalty: 880.597961
	Iteration 90Q: 3 clusters Score -793151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -793154.312500 Penalty: 880.597961
	Iteration 91Q: 3 clusters Score -793154.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -793155.312500 Penalty: 880.597961
	Iteration 92Q: 3 clusters Score -793155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -793156.812500 Penalty: 880.597961
	Iteration 93Q: 3 clusters Score -793156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -793156.375000 Penalty: 880.597961
	Iteration 94Q: 3 clusters Score -793156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -793156.125000 Penalty: 880.597961
	Iteration 95Q: 3 clusters Score -793156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -793159.437500 Penalty: 880.597961
	Iteration 96Q: 3 clusters Score -793159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -793161.937500 Penalty: 880.597961
	Iteration 97Q: 3 clusters Score -793161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -793163.187500 Penalty: 880.597961
	Iteration 98Q: 3 clusters Score -793163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -793163.375000 Penalty: 880.597961
	Iteration 99Q: 3 clusters Score -793163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -793163.562500 Penalty: 880.597961
	Iteration 100F: 3 clusters Score -793163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -793163.562500 Penalty: 880.597961
	Iteration 101Q: 3 clusters Score -793163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -793164.562500 Penalty: 880.597961
	Iteration 102Q: 3 clusters Score -793164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -793165.562500 Penalty: 880.597961
	Iteration 103Q: 3 clusters Score -793165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -793165.250000 Penalty: 880.597961
	Iteration 104Q: 3 clusters Score -793165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -793165.812500 Penalty: 880.597961
	Iteration 105Q: 3 clusters Score -793165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -793166.937500 Penalty: 880.597961
	Iteration 106Q: 3 clusters Score -793166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -793166.937500 Penalty: 880.597961
	Iteration 107Q: 3 clusters Score -793166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -793166.687500 Penalty: 880.597961
	Iteration 108Q: 3 clusters Score -793166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -793167.062500 Penalty: 880.597961
	Iteration 109Q: 3 clusters Score -793167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -793167.000000 Penalty: 880.597961
	Iteration 110Q: 3 clusters Score -793167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -793166.625000 Penalty: 880.597961
	Iteration 111Q: 3 clusters Score -793166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -793165.062500 Penalty: 880.597961
	Iteration 112Q: 3 clusters Score -793165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -793167.937500 Penalty: 880.597961
	Iteration 113Q: 3 clusters Score -793167.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -793168.000000 Penalty: 880.597961
	Iteration 114Q: 3 clusters Score -793168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -793169.750000 Penalty: 880.597961
	Iteration 115Q: 3 clusters Score -793169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -793169.312500 Penalty: 880.597961
	Iteration 116Q: 3 clusters Score -793169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -793169.312500 Penalty: 880.597961
	Iteration 117Q: 3 clusters Score -793169.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -793169.937500 Penalty: 880.597961
	Iteration 118Q: 3 clusters Score -793169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -793170.062500 Penalty: 880.597961
	Iteration 119Q: 3 clusters Score -793170.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -793171.250000 Penalty: 880.597961
	Iteration 120F: 3 clusters Score -793171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -793173.875000 Penalty: 880.597961
	Iteration 121Q: 3 clusters Score -793173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -793175.062500 Penalty: 880.597961
	Iteration 122Q: 3 clusters Score -793175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -793177.312500 Penalty: 880.597961
	Iteration 123Q: 3 clusters Score -793177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -793178.125000 Penalty: 880.597961
	Iteration 124Q: 3 clusters Score -793178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -793179.312500 Penalty: 880.597961
	Iteration 125Q: 3 clusters Score -793179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -793179.437500 Penalty: 880.597961
	Iteration 126Q: 3 clusters Score -793179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -793179.187500 Penalty: 880.597961
	Iteration 127Q: 3 clusters Score -793179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -793180.250000 Penalty: 880.597961
	Iteration 128Q: 3 clusters Score -793180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -793180.250000 Penalty: 880.597961
	Iteration 129F: 3 clusters Score -793180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33197.765625 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33197.77 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33403.195312 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33403.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33485.183594 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33485.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33545.035156 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33545.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33585.609375 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33585.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33616.531250 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33616.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33631.777344 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33631.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33639.050781 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33639.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33642.644531 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33642.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33646.179688 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33646.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33648.730469 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33648.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33650.421875 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33650.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33653.011719 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33653.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33654.906250 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33654.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33655.085938 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33655.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33655.085938 Penalty: 612.414001
	Iteration 15F: 3 clusters Score -33655.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145959 members 
Entering Unmasked Estep 
Score: -6813955.500000 Penalty: 541.044189
	Iteration 0F: 2 clusters Score -6813956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -6715629.000000 Penalty: 1082.088379
	Iteration 0F: 3 clusters Score -6715629 nChanged 71601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -6758145.500000 Penalty: 1082.088379
	Iteration 1F: 3 clusters Score -6758146 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -6759264.000000 Penalty: 1082.088379
	Iteration 2Q: 3 clusters Score -6759264 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -6760914.500000 Penalty: 1082.088379
	Iteration 3Q: 3 clusters Score -6760914 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -6763804.500000 Penalty: 1082.088379
	Iteration 4Q: 3 clusters Score -6763804 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -6768707.000000 Penalty: 1082.088379
	Iteration 5F: 3 clusters Score -6768707 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -6777024.500000 Penalty: 1082.088379
	Iteration 6F: 3 clusters Score -6777024 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -6787321.000000 Penalty: 1082.088379
	Iteration 7F: 3 clusters Score -6787321 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -6794234.000000 Penalty: 1082.088379
	Iteration 8F: 3 clusters Score -6794234 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -6796781.500000 Penalty: 1082.088379
	Iteration 9Q: 3 clusters Score -6796782 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -6798099.500000 Penalty: 1082.088379
	Iteration 10Q: 3 clusters Score -6798100 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -6799090.500000 Penalty: 1082.088379
	Iteration 11Q: 3 clusters Score -6799090 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -6799954.000000 Penalty: 1082.088379
	Iteration 12Q: 3 clusters Score -6799954 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -6800889.000000 Penalty: 1082.088379
	Iteration 13Q: 3 clusters Score -6800889 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -6801694.500000 Penalty: 1082.088379
	Iteration 14Q: 3 clusters Score -6801694 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -6802449.000000 Penalty: 1082.088379
	Iteration 15Q: 3 clusters Score -6802449 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -6803074.000000 Penalty: 1082.088379
	Iteration 16Q: 3 clusters Score -6803074 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -6803623.500000 Penalty: 1082.088379
	Iteration 17Q: 3 clusters Score -6803624 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -6804199.500000 Penalty: 1082.088379
	Iteration 18Q: 3 clusters Score -6804200 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -6804684.000000 Penalty: 1082.088379
	Iteration 19Q: 3 clusters Score -6804684 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -6805050.000000 Penalty: 1082.088379
	Iteration 20F: 3 clusters Score -6805050 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -6805374.000000 Penalty: 1082.088379
	Iteration 21Q: 3 clusters Score -6805374 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -6805528.000000 Penalty: 1082.088379
	Iteration 22Q: 3 clusters Score -6805528 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -6805608.000000 Penalty: 1082.088379
	Iteration 23Q: 3 clusters Score -6805608 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -6805709.000000 Penalty: 1082.088379
	Iteration 24Q: 3 clusters Score -6805709 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -6805759.500000 Penalty: 1082.088379
	Iteration 25Q: 3 clusters Score -6805760 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -6805799.000000 Penalty: 1082.088379
	Iteration 26Q: 3 clusters Score -6805799 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -6805850.000000 Penalty: 1082.088379
	Iteration 27Q: 3 clusters Score -6805850 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -6805871.000000 Penalty: 1082.088379
	Iteration 28Q: 3 clusters Score -6805871 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -6805900.500000 Penalty: 1082.088379
	Iteration 29Q: 3 clusters Score -6805900 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -6805916.000000 Penalty: 1082.088379
	Iteration 30Q: 3 clusters Score -6805916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -6805964.500000 Penalty: 1082.088379
	Iteration 31Q: 3 clusters Score -6805964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -6805983.500000 Penalty: 1082.088379
	Iteration 32Q: 3 clusters Score -6805984 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -6806013.500000 Penalty: 1082.088379
	Iteration 33Q: 3 clusters Score -6806014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -6806003.000000 Penalty: 1082.088379
	Iteration 34Q: 3 clusters Score -6806003 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6806027 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6806025 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6806026 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6806054 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6806060 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6806088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6806102 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6806139 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82587 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6806168 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6806201 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6806200 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6806205 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6806246 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6806261 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -6806284.500000 Penalty: 1082.088379
	Iteration 49Q: 3 clusters Score -6806284 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -6806324.000000 Penalty: 1082.088379
	Iteration 50Q: 3 clusters Score -6806324 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -6806342.500000 Penalty: 1082.088379
	Iteration 51Q: 3 clusters Score -6806342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -6806336.500000 Penalty: 1082.088379
	Iteration 52Q: 3 clusters Score -6806336 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6806330 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -6806358.000000 Penalty: 1082.088379
	Iteration 54Q: 3 clusters Score -6806358 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -6806383.000000 Penalty: 1082.088379
	Iteration 55Q: 3 clusters Score -6806383 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6806441 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6806425 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6806427 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6806470 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6806483 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6806512 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6806556 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6806580 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6806594 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6806610 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6806612 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -6806604.500000 Penalty: 1082.088379
	Iteration 67Q: 3 clusters Score -6806604 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6806586 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6806602.000000 Penalty: 1082.088379
	Iteration 69Q: 3 clusters Score -6806602 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -6806643.000000 Penalty: 1082.088379
	Iteration 70Q: 3 clusters Score -6806643 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6806650 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6806680 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6806669 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6806693.500000 Penalty: 1082.088379
	Iteration 74Q: 3 clusters Score -6806694 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -6806690.500000 Penalty: 1082.088379
	Iteration 75Q: 3 clusters Score -6806690 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -6806704.000000 Penalty: 1082.088379
	Iteration 76Q: 3 clusters Score -6806704 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -6806754.000000 Penalty: 1082.088379
	Iteration 77Q: 3 clusters Score -6806754 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -6806759.000000 Penalty: 1082.088379
	Iteration 78Q: 3 clusters Score -6806759 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6806726 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6806732.500000 Penalty: 1082.088379
	Iteration 80F: 3 clusters Score -6806732 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96912 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6806774 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6806768 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6806792 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6806786 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -6806821.000000 Penalty: 1082.088379
	Iteration 85Q: 3 clusters Score -6806821 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6806841 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6806838 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6806878 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99316 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -6806915.500000 Penalty: 1082.088379
	Iteration 89Q: 3 clusters Score -6806916 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6806929.500000 Penalty: 1082.088379
	Iteration 90Q: 3 clusters Score -6806930 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6806942 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6806917 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -6806948.500000 Penalty: 1082.088379
	Iteration 93Q: 3 clusters Score -6806948 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6807002.000000 Penalty: 1082.088379
	Iteration 94Q: 3 clusters Score -6807002 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6807045 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6807088 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -6807093.000000 Penalty: 1082.088379
	Iteration 97Q: 3 clusters Score -6807093 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6807110 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -6807150.500000 Penalty: 1082.088379
	Iteration 99Q: 3 clusters Score -6807150 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -6807166.000000 Penalty: 1082.088379
	Iteration 100F: 3 clusters Score -6807166 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -6807184.000000 Penalty: 1082.088379
	Iteration 101Q: 3 clusters Score -6807184 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104000 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -6807201.000000 Penalty: 1082.088379
	Iteration 102Q: 3 clusters Score -6807201 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -6807193.000000 Penalty: 1082.088379
	Iteration 103Q: 3 clusters Score -6807193 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6807218 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -6807244.000000 Penalty: 1082.088379
	Iteration 105Q: 3 clusters Score -6807244 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105409 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -6807257.000000 Penalty: 1082.088379
	Iteration 106Q: 3 clusters Score -6807257 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -6807273.000000 Penalty: 1082.088379
	Iteration 107Q: 3 clusters Score -6807273 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -6807286.000000 Penalty: 1082.088379
	Iteration 108Q: 3 clusters Score -6807286 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106454 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -6807313.000000 Penalty: 1082.088379
	Iteration 109Q: 3 clusters Score -6807313 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -6807324.000000 Penalty: 1082.088379
	Iteration 110Q: 3 clusters Score -6807324 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -6807350.500000 Penalty: 1082.088379
	Iteration 111Q: 3 clusters Score -6807350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6807354 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6807358 nChanged 282
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Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6807354 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -6807342.500000 Penalty: 1082.088379
	Iteration 115Q: 3 clusters Score -6807342 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108692 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6807374 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -6807351.000000 Penalty: 1082.088379
	Iteration 117Q: 3 clusters Score -6807351 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -6807347.500000 Penalty: 1082.088379
	Iteration 118Q: 3 clusters Score -6807348 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6807340.500000 Penalty: 1082.088379
	Iteration 119Q: 3 clusters Score -6807340 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -6807355.000000 Penalty: 1082.088379
	Iteration 120F: 3 clusters Score -6807355 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -6807371.000000 Penalty: 1082.088379
	Iteration 121Q: 3 clusters Score -6807371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -6807382.500000 Penalty: 1082.088379
	Iteration 122Q: 3 clusters Score -6807382 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6807372 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110871 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6807390.500000 Penalty: 1082.088379
	Iteration 124Q: 3 clusters Score -6807390 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6807404.000000 Penalty: 1082.088379
	Iteration 125Q: 3 clusters Score -6807404 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -6807432.500000 Penalty: 1082.088379
	Iteration 126Q: 3 clusters Score -6807432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111782 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6807474.500000 Penalty: 1082.088379
	Iteration 127Q: 3 clusters Score -6807474 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -6807483.500000 Penalty: 1082.088379
	Iteration 128Q: 3 clusters Score -6807484 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -6807504.500000 Penalty: 1082.088379
	Iteration 129Q: 3 clusters Score -6807504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112878 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -6807502.000000 Penalty: 1082.088379
	Iteration 130Q: 3 clusters Score -6807502 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113317 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -6807535.500000 Penalty: 1082.088379
	Iteration 131Q: 3 clusters Score -6807536 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -6807535.500000 Penalty: 1082.088379
	Iteration 132Q: 3 clusters Score -6807536 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -6807567.000000 Penalty: 1082.088379
	Iteration 133Q: 3 clusters Score -6807567 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6807612.000000 Penalty: 1082.088379
	Iteration 134Q: 3 clusters Score -6807612 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115059 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -6807658.000000 Penalty: 1082.088379
	Iteration 135Q: 3 clusters Score -6807658 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -6807695.500000 Penalty: 1082.088379
	Iteration 136Q: 3 clusters Score -6807696 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115910 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6807716.500000 Penalty: 1082.088379
	Iteration 137Q: 3 clusters Score -6807716 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -6807739.000000 Penalty: 1082.088379
	Iteration 138Q: 3 clusters Score -6807739 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6807764.000000 Penalty: 1082.088379
	Iteration 139Q: 3 clusters Score -6807764 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117219 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -6807780.500000 Penalty: 1082.088379
	Iteration 140F: 3 clusters Score -6807780 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -6807817.000000 Penalty: 1082.088379
	Iteration 141Q: 3 clusters Score -6807817 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6807889.000000 Penalty: 1082.088379
	Iteration 142Q: 3 clusters Score -6807889 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6807910.500000 Penalty: 1082.088379
	Iteration 143Q: 3 clusters Score -6807910 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6807957.500000 Penalty: 1082.088379
	Iteration 144Q: 3 clusters Score -6807958 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119671 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6808031.000000 Penalty: 1082.088379
	Iteration 145Q: 3 clusters Score -6808031 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -6808077.000000 Penalty: 1082.088379
	Iteration 146Q: 3 clusters Score -6808077 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6808109.500000 Penalty: 1082.088379
	Iteration 147Q: 3 clusters Score -6808110 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -6808170.000000 Penalty: 1082.088379
	Iteration 148Q: 3 clusters Score -6808170 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6808246.000000 Penalty: 1082.088379
	Iteration 149Q: 3 clusters Score -6808246 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -6808345.000000 Penalty: 1082.088379
	Iteration 150Q: 3 clusters Score -6808345 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -6808400.000000 Penalty: 1082.088379
	Iteration 151Q: 3 clusters Score -6808400 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6808480.000000 Penalty: 1082.088379
	Iteration 152Q: 3 clusters Score -6808480 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -6808554.000000 Penalty: 1082.088379
	Iteration 153Q: 3 clusters Score -6808554 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -6808635.000000 Penalty: 1082.088379
	Iteration 154Q: 3 clusters Score -6808635 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125419 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -6808730.500000 Penalty: 1082.088379
	Iteration 155Q: 3 clusters Score -6808730 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126106 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -6808809.000000 Penalty: 1082.088379
	Iteration 156Q: 3 clusters Score -6808809 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -6808906.000000 Penalty: 1082.088379
	Iteration 157Q: 3 clusters Score -6808906 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6809020.500000 Penalty: 1082.088379
	Iteration 158Q: 3 clusters Score -6809020 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -6809102.000000 Penalty: 1082.088379
	Iteration 159Q: 3 clusters Score -6809102 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -6809232.500000 Penalty: 1082.088379
	Iteration 160F: 3 clusters Score -6809232 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -6809334.500000 Penalty: 1082.088379
	Iteration 161Q: 3 clusters Score -6809334 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130308 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6809445.000000 Penalty: 1082.088379
	Iteration 162Q: 3 clusters Score -6809445 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -6809546.000000 Penalty: 1082.088379
	Iteration 163Q: 3 clusters Score -6809546 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131650 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -6809683.000000 Penalty: 1082.088379
	Iteration 164Q: 3 clusters Score -6809683 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -6809815.500000 Penalty: 1082.088379
	Iteration 165Q: 3 clusters Score -6809816 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -6809978.500000 Penalty: 1082.088379
	Iteration 166Q: 3 clusters Score -6809978 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -6810152.500000 Penalty: 1082.088379
	Iteration 167Q: 3 clusters Score -6810152 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -6810358.500000 Penalty: 1082.088379
	Iteration 168Q: 3 clusters Score -6810358 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6810546.000000 Penalty: 1082.088379
	Iteration 169Q: 3 clusters Score -6810546 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136184 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -6810729.500000 Penalty: 1082.088379
	Iteration 170Q: 3 clusters Score -6810730 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -6810918.500000 Penalty: 1082.088379
	Iteration 171Q: 3 clusters Score -6810918 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -6811140.500000 Penalty: 1082.088379
	Iteration 172Q: 3 clusters Score -6811140 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -6811380.500000 Penalty: 1082.088379
	Iteration 173Q: 3 clusters Score -6811380 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139279 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6811570.000000 Penalty: 1082.088379
	Iteration 174Q: 3 clusters Score -6811570 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139947 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6811745.500000 Penalty: 1082.088379
	Iteration 175Q: 3 clusters Score -6811746 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -6811932.500000 Penalty: 1082.088379
	Iteration 176Q: 3 clusters Score -6811932 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141307 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6812156.000000 Penalty: 1082.088379
	Iteration 177Q: 3 clusters Score -6812156 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141908 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6812361.500000 Penalty: 1082.088379
	Iteration 178Q: 3 clusters Score -6812362 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6812515.000000 Penalty: 1082.088379
	Iteration 179Q: 3 clusters Score -6812515 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6812683.500000 Penalty: 1082.088379
	Iteration 180F: 3 clusters Score -6812684 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6812847.500000 Penalty: 1082.088379
	Iteration 181Q: 3 clusters Score -6812848 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6812948.000000 Penalty: 1082.088379
	Iteration 182Q: 3 clusters Score -6812948 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6813028.500000 Penalty: 1082.088379
	Iteration 183Q: 3 clusters Score -6813028 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6813132.500000 Penalty: 1082.088379
	Iteration 184Q: 3 clusters Score -6813132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144797 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6813209.500000 Penalty: 1082.088379
	Iteration 185Q: 3 clusters Score -6813210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6813255.000000 Penalty: 1082.088379
	Iteration 186Q: 3 clusters Score -6813255 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6813305.000000 Penalty: 1082.088379
	Iteration 187Q: 3 clusters Score -6813305 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6813333.000000 Penalty: 1082.088379
	Iteration 188Q: 3 clusters Score -6813333 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6813374.500000 Penalty: 1082.088379
	Iteration 189Q: 3 clusters Score -6813374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6813401.000000 Penalty: 1082.088379
	Iteration 190Q: 3 clusters Score -6813401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6813431.000000 Penalty: 1082.088379
	Iteration 191Q: 3 clusters Score -6813431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6813455.000000 Penalty: 1082.088379
	Iteration 192Q: 3 clusters Score -6813455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6813479.000000 Penalty: 1082.088379
	Iteration 193Q: 3 clusters Score -6813479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6813503.000000 Penalty: 1082.088379
	Iteration 194Q: 3 clusters Score -6813503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145693 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6813511.500000 Penalty: 1082.088379
	Iteration 195Q: 3 clusters Score -6813512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6813519.000000 Penalty: 1082.088379
	Iteration 196Q: 3 clusters Score -6813519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6813520.500000 Penalty: 1082.088379
	Iteration 197Q: 3 clusters Score -6813520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6813526.000000 Penalty: 1082.088379
	Iteration 198Q: 3 clusters Score -6813526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6813522.500000 Penalty: 1082.088379
	Iteration 199Q: 3 clusters Score -6813522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6813520.000000 Penalty: 1082.088379
	Iteration 200F: 3 clusters Score -6813520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6813522.500000 Penalty: 1082.088379
	Iteration 201Q: 3 clusters Score -6813522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145750 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6813523.000000 Penalty: 1082.088379
	Iteration 202Q: 3 clusters Score -6813523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6813522.000000 Penalty: 1082.088379
	Iteration 203Q: 3 clusters Score -6813522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6813519.000000 Penalty: 1082.088379
	Iteration 204Q: 3 clusters Score -6813519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6813519.000000 Penalty: 1082.088379
	Iteration 205Q: 3 clusters Score -6813519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145759 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6813526.500000 Penalty: 1082.088379
	Iteration 206Q: 3 clusters Score -6813526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6813524.000000 Penalty: 1082.088379
	Iteration 207Q: 3 clusters Score -6813524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6813526.000000 Penalty: 1082.088379
	Iteration 208Q: 3 clusters Score -6813526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6813526.500000 Penalty: 1082.088379
	Iteration 209Q: 3 clusters Score -6813526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6813526.500000 Penalty: 1082.088379
	Iteration 210F: 3 clusters Score -6813526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -28266.097656 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -28266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27646.990234 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -27646.99 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27837.087891 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -27837.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27906.677734 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -27906.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27991.214844 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -27991.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28052.480469 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -28052.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28094.455078 Penalty: 594.044189
	Iteration 5F: 3 clusters Score -28094.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28112.005859 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -28112.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28126.115234 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -28126.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28132.597656 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -28132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28135.146484 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -28135.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28135.609375 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -28135.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28135.988281 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -28135.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28135.988281 Penalty: 594.044189
	Iteration 12F: 3 clusters Score -28135.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -31993.019531 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -31993.02 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -32320.009766 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32320.01 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -32481.568359 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32481.57 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32631.105469 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32631.11 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -32749.746094 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -32749.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -32812.937500 Penalty: 608.640259
	Iteration 5F: 3 clusters Score -32812.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -32845.613281 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32845.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -32861.019531 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32861.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -32867.570312 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32867.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -32872.417969 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32872.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -32873.027344 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -32873.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -32873.027344 Penalty: 608.640259
	Iteration 11F: 3 clusters Score -32873.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157969 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 76 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 727 members 
Entering Unmasked Estep 
Score: -23235644.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23235734.000000 to -23235644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1547.462646 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1547.463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1566.139282 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -1566.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -136268.687500 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -136268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -134158.312500 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -134158.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -134905.984375 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -134906 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -135029.046875 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -135029 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -135149.187500 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -135149.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -135253.609375 Penalty: 730.023926
	Iteration 4F: 3 clusters Score -135253.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -135336.578125 Penalty: 730.023926
	Iteration 5Q: 3 clusters Score -135336.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135411.453125 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -135411.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -135463.375000 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -135463.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -135503.796875 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -135503.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -135526.265625 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -135526.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -135543.781250 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -135543.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -135555.968750 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -135556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135563.718750 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -135563.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -135568.046875 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -135568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -135573.406250 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -135573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -135578.781250 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -135578.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -135583.531250 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -135583.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -135589.203125 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -135589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -135591.421875 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -135591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -135593.187500 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -135593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -135594.843750 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -135594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -135599.546875 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -135599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -135603.968750 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -135604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -135607.796875 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -135607.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -135612.953125 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -135613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -135619.453125 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -135619.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -135624.484375 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -135624.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -135633.265625 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -135633.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -135640.843750 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -135640.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -135649.281250 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -135649.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -135655.093750 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -135655.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -135660.859375 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -135660.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -135667.640625 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -135667.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -135679.296875 Penalty: 730.023926
	Iteration 33Q: 3 clusters Score -135679.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135690.859375 Penalty: 730.023926
	Iteration 34Q: 3 clusters Score -135690.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135704.609375 Penalty: 730.023926
	Iteration 35Q: 3 clusters Score -135704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135715.703125 Penalty: 730.023926
	Iteration 36Q: 3 clusters Score -135715.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135730.609375 Penalty: 730.023926
	Iteration 37Q: 3 clusters Score -135730.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -135747.546875 Penalty: 730.023926
	Iteration 38Q: 3 clusters Score -135747.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135778.093750 Penalty: 730.023926
	Iteration 39Q: 3 clusters Score -135778.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135818.765625 Penalty: 730.023926
	Iteration 40F: 3 clusters Score -135818.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135859.281250 Penalty: 730.023926
	Iteration 41Q: 3 clusters Score -135859.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135884.312500 Penalty: 730.023926
	Iteration 42Q: 3 clusters Score -135884.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135907.562500 Penalty: 730.023926
	Iteration 43Q: 3 clusters Score -135907.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135931.609375 Penalty: 730.023926
	Iteration 44Q: 3 clusters Score -135931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135948.515625 Penalty: 730.023926
	Iteration 45Q: 3 clusters Score -135948.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135961.656250 Penalty: 730.023926
	Iteration 46Q: 3 clusters Score -135961.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135970.625000 Penalty: 730.023926
	Iteration 47Q: 3 clusters Score -135970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135976.718750 Penalty: 730.023926
	Iteration 48Q: 3 clusters Score -135976.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135982.312500 Penalty: 730.023926
	Iteration 49Q: 3 clusters Score -135982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135988.156250 Penalty: 730.023926
	Iteration 50Q: 3 clusters Score -135988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135995.109375 Penalty: 730.023926
	Iteration 51Q: 3 clusters Score -135995.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -136004.359375 Penalty: 730.023926
	Iteration 52Q: 3 clusters Score -136004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136017.343750 Penalty: 730.023926
	Iteration 53Q: 3 clusters Score -136017.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136024.046875 Penalty: 730.023926
	Iteration 54Q: 3 clusters Score -136024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -136027.234375 Penalty: 730.023926
	Iteration 55Q: 3 clusters Score -136027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136031.125000 Penalty: 730.023926
	Iteration 56Q: 3 clusters Score -136031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136032.203125 Penalty: 730.023926
	Iteration 57Q: 3 clusters Score -136032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136033.140625 Penalty: 730.023926
	Iteration 58Q: 3 clusters Score -136033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -136034.156250 Penalty: 730.023926
	Iteration 59Q: 3 clusters Score -136034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136038.046875 Penalty: 730.023926
	Iteration 60F: 3 clusters Score -136038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -136041.375000 Penalty: 730.023926
	Iteration 61Q: 3 clusters Score -136041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -136043.265625 Penalty: 730.023926
	Iteration 62Q: 3 clusters Score -136043.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136044.796875 Penalty: 730.023926
	Iteration 63Q: 3 clusters Score -136044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136045.812500 Penalty: 730.023926
	Iteration 64Q: 3 clusters Score -136045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136046.500000 Penalty: 730.023926
	Iteration 65Q: 3 clusters Score -136046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136046.500000 Penalty: 730.023926
	Iteration 66F: 3 clusters Score -136046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13195.107422 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13195.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13287.713867 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13287.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13315.813477 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13315.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13331.891602 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -13331.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13340.380859 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13340.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13348.599609 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13352.017578 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -13352.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13353.173828 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -13353.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13353.173828 Penalty: 525.201111
	Iteration 8F: 3 clusters Score -13353.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -128831.726562 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -128831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -127002.843750 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -127002.8 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -127620.609375 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -127620.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -127731.546875 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -127731.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -127861.414062 Penalty: 715.382141
	Iteration 3F: 3 clusters Score -127861.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -128026.390625 Penalty: 715.382141
	Iteration 4F: 3 clusters Score -128026.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -128198.601562 Penalty: 715.382141
	Iteration 5F: 3 clusters Score -128198.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -128343.078125 Penalty: 715.382141
	Iteration 6F: 3 clusters Score -128343.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -128436.093750 Penalty: 715.382141
	Iteration 7Q: 3 clusters Score -128436.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -128473.867188 Penalty: 715.382141
	Iteration 8Q: 3 clusters Score -128473.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -128500.585938 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -128500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -128519.585938 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -128519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -128533.531250 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -128533.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -128541.640625 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -128541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -128549.117188 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -128549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -128549.820312 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -128549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -128549.820312 Penalty: 715.382141
	Iteration 15F: 3 clusters Score -128549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157969 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235734.000000 Penalty: 16169.891602
Iteration 359F: 28 clusters Score -2.323573e+07 nChanged 0
Entering ConstructFrom: 
Score: -23235734.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (37808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Entering Unmasked Estep 
Score: -1666325.375000 Penalty: 479.582550
	Iteration 0F: 2 clusters Score -1666325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1641025.875000 Penalty: 959.165100
	Iteration 0F: 3 clusters Score -1641026 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1651912.250000 Penalty: 959.165100
	Iteration 1F: 3 clusters Score -1651912 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1652490.250000 Penalty: 959.165100
	Iteration 2Q: 3 clusters Score -1652490 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1653403.500000 Penalty: 959.165100
	Iteration 3Q: 3 clusters Score -1653404 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1654740.000000 Penalty: 959.165100
	Iteration 4F: 3 clusters Score -1654740 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -1656524.000000 Penalty: 959.165100
	Iteration 5F: 3 clusters Score -1656524 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -1658083.875000 Penalty: 959.165100
	Iteration 6F: 3 clusters Score -1658084 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -1658993.375000 Penalty: 959.165100
	Iteration 7Q: 3 clusters Score -1658993 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -1659352.500000 Penalty: 959.165100
	Iteration 8Q: 3 clusters Score -1659352 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -1659519.625000 Penalty: 959.165100
	Iteration 9Q: 3 clusters Score -1659520 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1659658.250000 Penalty: 959.165100
	Iteration 10Q: 3 clusters Score -1659658 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -1659829.750000 Penalty: 959.165100
	Iteration 11Q: 3 clusters Score -1659830 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -1660008.625000 Penalty: 959.165100
	Iteration 12Q: 3 clusters Score -1660009 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -1660228.875000 Penalty: 959.165100
	Iteration 13Q: 3 clusters Score -1660229 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -1660472.000000 Penalty: 959.165100
	Iteration 14Q: 3 clusters Score -1660472 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -1660755.875000 Penalty: 959.165100
	Iteration 15Q: 3 clusters Score -1660756 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -1661080.375000 Penalty: 959.165100
	Iteration 16Q: 3 clusters Score -1661080 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -1661433.875000 Penalty: 959.165100
	Iteration 17Q: 3 clusters Score -1661434 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -1661816.375000 Penalty: 959.165100
	Iteration 18Q: 3 clusters Score -1661816 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -1662216.125000 Penalty: 959.165100
	Iteration 19Q: 3 clusters Score -1662216 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -1662667.875000 Penalty: 959.165100
	Iteration 20F: 3 clusters Score -1662668 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -1663099.750000 Penalty: 959.165100
	Iteration 21Q: 3 clusters Score -1663100 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -1663581.750000 Penalty: 959.165100
	Iteration 22Q: 3 clusters Score -1663582 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -1664037.000000 Penalty: 959.165100
	Iteration 23Q: 3 clusters Score -1664037 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -1664458.000000 Penalty: 959.165100
	Iteration 24Q: 3 clusters Score -1664458 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -1664882.125000 Penalty: 959.165100
	Iteration 25Q: 3 clusters Score -1664882 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -1665236.125000 Penalty: 959.165100
	Iteration 26Q: 3 clusters Score -1665236 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -1665482.250000 Penalty: 959.165100
	Iteration 27Q: 3 clusters Score -1665482 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -1665641.125000 Penalty: 959.165100
	Iteration 28Q: 3 clusters Score -1665641 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -1665733.125000 Penalty: 959.165100
	Iteration 29Q: 3 clusters Score -1665733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -1665792.875000 Penalty: 959.165100
	Iteration 30Q: 3 clusters Score -1665793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -1665832.500000 Penalty: 959.165100
	Iteration 31Q: 3 clusters Score -1665832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -1665852.750000 Penalty: 959.165100
	Iteration 32Q: 3 clusters Score -1665853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -1665869.375000 Penalty: 959.165100
	Iteration 33Q: 3 clusters Score -1665869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -1665881.875000 Penalty: 959.165100
	Iteration 34Q: 3 clusters Score -1665882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -1665896.375000 Penalty: 959.165100
	Iteration 35Q: 3 clusters Score -1665896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -1665900.750000 Penalty: 959.165100
	Iteration 36Q: 3 clusters Score -1665901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -1665902.750000 Penalty: 959.165100
	Iteration 37Q: 3 clusters Score -1665903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -1665902.000000 Penalty: 959.165100
	Iteration 38Q: 3 clusters Score -1665902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -1665902.000000 Penalty: 959.165100
	Iteration 39F: 3 clusters Score -1665902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -176115.140625 Penalty: 374.357758
	Iteration 0F: 2 clusters Score -176115.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -173560.609375 Penalty: 748.715515
	Iteration 0F: 3 clusters Score -173560.6 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -174431.203125 Penalty: 748.715515
	Iteration 1F: 3 clusters Score -174431.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -174553.265625 Penalty: 748.715515
	Iteration 2F: 3 clusters Score -174553.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -174668.093750 Penalty: 748.715515
	Iteration 3F: 3 clusters Score -174668.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -174819.031250 Penalty: 748.715515
	Iteration 4F: 3 clusters Score -174819 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175062.000000 Penalty: 748.715515
	Iteration 5F: 3 clusters Score -175062 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -175322.250000 Penalty: 748.715515
	Iteration 6F: 3 clusters Score -175322.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -175541.078125 Penalty: 748.715515
	Iteration 7F: 3 clusters Score -175541.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -175667.703125 Penalty: 748.715515
	Iteration 8Q: 3 clusters Score -175667.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -175728.671875 Penalty: 748.715515
	Iteration 9Q: 3 clusters Score -175728.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -175750.750000 Penalty: 748.715515
	Iteration 10Q: 3 clusters Score -175750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -175760.390625 Penalty: 748.715515
	Iteration 11Q: 3 clusters Score -175760.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -175767.031250 Penalty: 748.715515
	Iteration 12Q: 3 clusters Score -175767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -175773.656250 Penalty: 748.715515
	Iteration 13Q: 3 clusters Score -175773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -175776.343750 Penalty: 748.715515
	Iteration 14Q: 3 clusters Score -175776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -175779.546875 Penalty: 748.715515
	Iteration 15Q: 3 clusters Score -175779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -175779.546875 Penalty: 748.715515
	Iteration 16F: 3 clusters Score -175779.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19190.873047 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19190.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18753.531250 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18753.53 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18853.986328 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18853.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18881.791016 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18881.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18895.503906 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -18895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18905.416016 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18905.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18908.050781 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18908.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18909.390625 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18909.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18910.015625 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18910.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18912.681641 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -18912.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18914.144531 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -18914.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18915.953125 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -18915.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18915.953125 Penalty: 552.647095
	Iteration 11F: 3 clusters Score -18915.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9702.441406 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -9702.441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9373.914062 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -9373.914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9439.484375 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -9439.484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9469.689453 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -9469.689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9482.742188 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -9482.742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9496.367188 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -9496.367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9509.427734 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -9509.428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9524.639648 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -9524.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9532.670898 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -9532.671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9534.890625 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -9534.891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9536.456055 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -9536.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9536.861328 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -9536.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9538.840820 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -9538.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9541.683594 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -9541.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9542.158203 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -9542.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9542.158203 Penalty: 497.593475
	Iteration 14F: 3 clusters Score -9542.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -1110469.750000 Penalty: 457.212494
	Iteration 0F: 2 clusters Score -1110470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1094929.125000 Penalty: 914.424988
	Iteration 0F: 3 clusters Score -1094929 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1101404.250000 Penalty: 914.424988
	Iteration 1F: 3 clusters Score -1101404 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1101828.875000 Penalty: 914.424988
	Iteration 2Q: 3 clusters Score -1101829 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1102443.000000 Penalty: 914.424988
	Iteration 3F: 3 clusters Score -1102443 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1103439.625000 Penalty: 914.424988
	Iteration 4F: 3 clusters Score -1103440 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1105020.625000 Penalty: 914.424988
	Iteration 5F: 3 clusters Score -1105021 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1106963.250000 Penalty: 914.424988
	Iteration 6F: 3 clusters Score -1106963 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1108631.125000 Penalty: 914.424988
	Iteration 7F: 3 clusters Score -1108631 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -1109520.750000 Penalty: 914.424988
	Iteration 8Q: 3 clusters Score -1109521 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1109868.000000 Penalty: 914.424988
	Iteration 9Q: 3 clusters Score -1109868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -1109990.125000 Penalty: 914.424988
	Iteration 10Q: 3 clusters Score -1109990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -1110029.000000 Penalty: 914.424988
	Iteration 11Q: 3 clusters Score -1110029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1110056.250000 Penalty: 914.424988
	Iteration 12Q: 3 clusters Score -1110056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1110071.375000 Penalty: 914.424988
	Iteration 13Q: 3 clusters Score -1110071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1110072.125000 Penalty: 914.424988
	Iteration 14Q: 3 clusters Score -1110072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -1110072.125000 Penalty: 914.424988
	Iteration 15F: 3 clusters Score -1110072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -270889.875000 Penalty: 391.528442
	Iteration 0F: 2 clusters Score -270889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -267247.968750 Penalty: 783.056885
	Iteration 0F: 3 clusters Score -267248 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -268598.281250 Penalty: 783.056885
	Iteration 1F: 3 clusters Score -268598.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -268752.468750 Penalty: 783.056885
	Iteration 2F: 3 clusters Score -268752.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -268907.875000 Penalty: 783.056885
	Iteration 3F: 3 clusters Score -268907.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -269080.500000 Penalty: 783.056885
	Iteration 4F: 3 clusters Score -269080.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -269294.000000 Penalty: 783.056885
	Iteration 5F: 3 clusters Score -269294 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -269509.781250 Penalty: 783.056885
	Iteration 6F: 3 clusters Score -269509.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -269728.593750 Penalty: 783.056885
	Iteration 7F: 3 clusters Score -269728.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -269874.968750 Penalty: 783.056885
	Iteration 8Q: 3 clusters Score -269875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -269945.156250 Penalty: 783.056885
	Iteration 9Q: 3 clusters Score -269945.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -269978.812500 Penalty: 783.056885
	Iteration 10Q: 3 clusters Score -269978.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -269996.125000 Penalty: 783.056885
	Iteration 11Q: 3 clusters Score -269996.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -270011.593750 Penalty: 783.056885
	Iteration 12Q: 3 clusters Score -270011.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -270020.937500 Penalty: 783.056885
	Iteration 13Q: 3 clusters Score -270020.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -270030.781250 Penalty: 783.056885
	Iteration 14Q: 3 clusters Score -270030.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -270041.531250 Penalty: 783.056885
	Iteration 15Q: 3 clusters Score -270041.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -270048.531250 Penalty: 783.056885
	Iteration 16Q: 3 clusters Score -270048.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -270053.156250 Penalty: 783.056885
	Iteration 17Q: 3 clusters Score -270053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -270057.687500 Penalty: 783.056885
	Iteration 18Q: 3 clusters Score -270057.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -270060.468750 Penalty: 783.056885
	Iteration 19Q: 3 clusters Score -270060.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -270063.593750 Penalty: 783.056885
	Iteration 20F: 3 clusters Score -270063.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -270066.218750 Penalty: 783.056885
	Iteration 21Q: 3 clusters Score -270066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -270068.281250 Penalty: 783.056885
	Iteration 22Q: 3 clusters Score -270068.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -270073.187500 Penalty: 783.056885
	Iteration 23Q: 3 clusters Score -270073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -270075.250000 Penalty: 783.056885
	Iteration 24Q: 3 clusters Score -270075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -270078.000000 Penalty: 783.056885
	Iteration 25Q: 3 clusters Score -270078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -270080.187500 Penalty: 783.056885
	Iteration 26Q: 3 clusters Score -270080.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270084.531250 Penalty: 783.056885
	Iteration 27Q: 3 clusters Score -270084.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -270088.281250 Penalty: 783.056885
	Iteration 28Q: 3 clusters Score -270088.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -270089.531250 Penalty: 783.056885
	Iteration 29Q: 3 clusters Score -270089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -270091.343750 Penalty: 783.056885
	Iteration 30Q: 3 clusters Score -270091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -270092.968750 Penalty: 783.056885
	Iteration 31Q: 3 clusters Score -270093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -270095.343750 Penalty: 783.056885
	Iteration 32Q: 3 clusters Score -270095.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -270097.031250 Penalty: 783.056885
	Iteration 33Q: 3 clusters Score -270097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -270098.968750 Penalty: 783.056885
	Iteration 34Q: 3 clusters Score -270099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -270100.875000 Penalty: 783.056885
	Iteration 35Q: 3 clusters Score -270100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270102.437500 Penalty: 783.056885
	Iteration 36Q: 3 clusters Score -270102.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -270105.156250 Penalty: 783.056885
	Iteration 37Q: 3 clusters Score -270105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -270110.593750 Penalty: 783.056885
	Iteration 38Q: 3 clusters Score -270110.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -270116.281250 Penalty: 783.056885
	Iteration 39Q: 3 clusters Score -270116.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -270124.937500 Penalty: 783.056885
	Iteration 40F: 3 clusters Score -270124.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -270130.781250 Penalty: 783.056885
	Iteration 41Q: 3 clusters Score -270130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -270139.250000 Penalty: 783.056885
	Iteration 42Q: 3 clusters Score -270139.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -270149.656250 Penalty: 783.056885
	Iteration 43Q: 3 clusters Score -270149.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -270164.843750 Penalty: 783.056885
	Iteration 44Q: 3 clusters Score -270164.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -270180.500000 Penalty: 783.056885
	Iteration 45Q: 3 clusters Score -270180.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270193.000000 Penalty: 783.056885
	Iteration 46Q: 3 clusters Score -270193 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270208.718750 Penalty: 783.056885
	Iteration 47Q: 3 clusters Score -270208.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270222.343750 Penalty: 783.056885
	Iteration 48Q: 3 clusters Score -270222.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -270238.187500 Penalty: 783.056885
	Iteration 49Q: 3 clusters Score -270238.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270250.406250 Penalty: 783.056885
	Iteration 50Q: 3 clusters Score -270250.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -270262.593750 Penalty: 783.056885
	Iteration 51Q: 3 clusters Score -270262.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270277.781250 Penalty: 783.056885
	Iteration 52Q: 3 clusters Score -270277.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -270294.531250 Penalty: 783.056885
	Iteration 53Q: 3 clusters Score -270294.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -270313.531250 Penalty: 783.056885
	Iteration 54Q: 3 clusters Score -270313.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -270329.281250 Penalty: 783.056885
	Iteration 55Q: 3 clusters Score -270329.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -270346.937500 Penalty: 783.056885
	Iteration 56Q: 3 clusters Score -270346.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -270363.937500 Penalty: 783.056885
	Iteration 57Q: 3 clusters Score -270363.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -270378.562500 Penalty: 783.056885
	Iteration 58Q: 3 clusters Score -270378.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -270390.718750 Penalty: 783.056885
	Iteration 59Q: 3 clusters Score -270390.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -270403.000000 Penalty: 783.056885
	Iteration 60F: 3 clusters Score -270403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -270410.281250 Penalty: 783.056885
	Iteration 61Q: 3 clusters Score -270410.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -270416.968750 Penalty: 783.056885
	Iteration 62Q: 3 clusters Score -270417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -270427.843750 Penalty: 783.056885
	Iteration 63Q: 3 clusters Score -270427.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -270437.281250 Penalty: 783.056885
	Iteration 64Q: 3 clusters Score -270437.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -270449.375000 Penalty: 783.056885
	Iteration 65Q: 3 clusters Score -270449.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -270464.843750 Penalty: 783.056885
	Iteration 66Q: 3 clusters Score -270464.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -270477.281250 Penalty: 783.056885
	Iteration 67Q: 3 clusters Score -270477.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -270485.625000 Penalty: 783.056885
	Iteration 68Q: 3 clusters Score -270485.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -270491.906250 Penalty: 783.056885
	Iteration 69Q: 3 clusters Score -270491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -270497.656250 Penalty: 783.056885
	Iteration 70Q: 3 clusters Score -270497.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -270503.593750 Penalty: 783.056885
	Iteration 71Q: 3 clusters Score -270503.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -270510.781250 Penalty: 783.056885
	Iteration 72Q: 3 clusters Score -270510.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -270521.375000 Penalty: 783.056885
	Iteration 73Q: 3 clusters Score -270521.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -270530.968750 Penalty: 783.056885
	Iteration 74Q: 3 clusters Score -270531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -270539.750000 Penalty: 783.056885
	Iteration 75Q: 3 clusters Score -270539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -270544.562500 Penalty: 783.056885
	Iteration 76Q: 3 clusters Score -270544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -270548.718750 Penalty: 783.056885
	Iteration 77Q: 3 clusters Score -270548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -270552.812500 Penalty: 783.056885
	Iteration 78Q: 3 clusters Score -270552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -270559.718750 Penalty: 783.056885
	Iteration 79Q: 3 clusters Score -270559.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -270562.437500 Penalty: 783.056885
	Iteration 80F: 3 clusters Score -270562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -270564.062500 Penalty: 783.056885
	Iteration 81Q: 3 clusters Score -270564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -270566.812500 Penalty: 783.056885
	Iteration 82Q: 3 clusters Score -270566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -270571.718750 Penalty: 783.056885
	Iteration 83Q: 3 clusters Score -270571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -270573.875000 Penalty: 783.056885
	Iteration 84Q: 3 clusters Score -270573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -270575.937500 Penalty: 783.056885
	Iteration 85Q: 3 clusters Score -270575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -270578.750000 Penalty: 783.056885
	Iteration 86Q: 3 clusters Score -270578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -270580.375000 Penalty: 783.056885
	Iteration 87Q: 3 clusters Score -270580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -270581.875000 Penalty: 783.056885
	Iteration 88Q: 3 clusters Score -270581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -270586.343750 Penalty: 783.056885
	Iteration 89Q: 3 clusters Score -270586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -270587.812500 Penalty: 783.056885
	Iteration 90Q: 3 clusters Score -270587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -270587.812500 Penalty: 783.056885
	Iteration 91F: 3 clusters Score -270587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -108054.796875 Penalty: 351.702972
	Iteration 0F: 2 clusters Score -108054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -106446.140625 Penalty: 703.405945
	Iteration 0F: 3 clusters Score -106446.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -106957.664062 Penalty: 703.405945
	Iteration 1F: 3 clusters Score -106957.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -107031.187500 Penalty: 703.405945
	Iteration 2F: 3 clusters Score -107031.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -107087.312500 Penalty: 703.405945
	Iteration 3F: 3 clusters Score -107087.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -107144.531250 Penalty: 703.405945
	Iteration 4F: 3 clusters Score -107144.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -107205.875000 Penalty: 703.405945
	Iteration 5F: 3 clusters Score -107205.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -107266.109375 Penalty: 703.405945
	Iteration 6Q: 3 clusters Score -107266.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -107334.304688 Penalty: 703.405945
	Iteration 7Q: 3 clusters Score -107334.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -107398.320312 Penalty: 703.405945
	Iteration 8Q: 3 clusters Score -107398.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -107465.781250 Penalty: 703.405945
	Iteration 9Q: 3 clusters Score -107465.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -107550.968750 Penalty: 703.405945
	Iteration 10Q: 3 clusters Score -107551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -107624.351562 Penalty: 703.405945
	Iteration 11Q: 3 clusters Score -107624.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -107689.945312 Penalty: 703.405945
	Iteration 12Q: 3 clusters Score -107689.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -107733.859375 Penalty: 703.405945
	Iteration 13Q: 3 clusters Score -107733.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -107754.554688 Penalty: 703.405945
	Iteration 14Q: 3 clusters Score -107754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -107767.125000 Penalty: 703.405945
	Iteration 15Q: 3 clusters Score -107767.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -107774.953125 Penalty: 703.405945
	Iteration 16Q: 3 clusters Score -107775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -107786.695312 Penalty: 703.405945
	Iteration 17Q: 3 clusters Score -107786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -107790.773438 Penalty: 703.405945
	Iteration 18Q: 3 clusters Score -107790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -107793.750000 Penalty: 703.405945
	Iteration 19Q: 3 clusters Score -107793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -107793.750000 Penalty: 703.405945
	Iteration 20F: 3 clusters Score -107793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -109248.195312 Penalty: 349.741272
	Iteration 0F: 2 clusters Score -109248.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -107624.781250 Penalty: 699.482544
	Iteration 0F: 3 clusters Score -107624.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -108179.007812 Penalty: 699.482544
	Iteration 1F: 3 clusters Score -108179 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -108279.539062 Penalty: 699.482544
	Iteration 2F: 3 clusters Score -108279.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -108390.796875 Penalty: 699.482544
	Iteration 3F: 3 clusters Score -108390.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -108521.414062 Penalty: 699.482544
	Iteration 4F: 3 clusters Score -108521.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -108666.492188 Penalty: 699.482544
	Iteration 5F: 3 clusters Score -108666.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -108783.882812 Penalty: 699.482544
	Iteration 6Q: 3 clusters Score -108783.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -108849.437500 Penalty: 699.482544
	Iteration 7Q: 3 clusters Score -108849.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -108887.718750 Penalty: 699.482544
	Iteration 8Q: 3 clusters Score -108887.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -108913.562500 Penalty: 699.482544
	Iteration 9Q: 3 clusters Score -108913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -108926.218750 Penalty: 699.482544
	Iteration 10Q: 3 clusters Score -108926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -108933.273438 Penalty: 699.482544
	Iteration 11Q: 3 clusters Score -108933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -108937.898438 Penalty: 699.482544
	Iteration 12Q: 3 clusters Score -108937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -108940.742188 Penalty: 699.482544
	Iteration 13Q: 3 clusters Score -108940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -108944.218750 Penalty: 699.482544
	Iteration 14Q: 3 clusters Score -108944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -108946.046875 Penalty: 699.482544
	Iteration 15Q: 3 clusters Score -108946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -108946.398438 Penalty: 699.482544
	Iteration 16Q: 3 clusters Score -108946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -108946.656250 Penalty: 699.482544
	Iteration 17Q: 3 clusters Score -108946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -108946.656250 Penalty: 699.482544
	Iteration 18F: 3 clusters Score -108946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -43735.210938 Penalty: 305.770020
	Iteration 0F: 2 clusters Score -43735.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43022.089844 Penalty: 611.540039
	Iteration 0F: 3 clusters Score -43022.09 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43198.179688 Penalty: 611.540039
	Iteration 1F: 3 clusters Score -43198.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -43228.695312 Penalty: 611.540039
	Iteration 2F: 3 clusters Score -43228.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43250.523438 Penalty: 611.540039
	Iteration 3Q: 3 clusters Score -43250.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -43267.203125 Penalty: 611.540039
	Iteration 4Q: 3 clusters Score -43267.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43279.632812 Penalty: 611.540039
	Iteration 5Q: 3 clusters Score -43279.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -43287.691406 Penalty: 611.540039
	Iteration 6Q: 3 clusters Score -43287.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -43293.839844 Penalty: 611.540039
	Iteration 7Q: 3 clusters Score -43293.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43298.113281 Penalty: 611.540039
	Iteration 8Q: 3 clusters Score -43298.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -43304.175781 Penalty: 611.540039
	Iteration 9Q: 3 clusters Score -43304.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43309.621094 Penalty: 611.540039
	Iteration 10Q: 3 clusters Score -43309.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -43315.304688 Penalty: 611.540039
	Iteration 11Q: 3 clusters Score -43315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -43323.902344 Penalty: 611.540039
	Iteration 12Q: 3 clusters Score -43323.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43331.183594 Penalty: 611.540039
	Iteration 13Q: 3 clusters Score -43331.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -43344.449219 Penalty: 611.540039
	Iteration 14Q: 3 clusters Score -43344.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -43365.503906 Penalty: 611.540039
	Iteration 15Q: 3 clusters Score -43365.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -43392.324219 Penalty: 611.540039
	Iteration 16Q: 3 clusters Score -43392.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -43412.523438 Penalty: 611.540039
	Iteration 17Q: 3 clusters Score -43412.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -43425.304688 Penalty: 611.540039
	Iteration 18Q: 3 clusters Score -43425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -43431.828125 Penalty: 611.540039
	Iteration 19Q: 3 clusters Score -43431.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -43436.238281 Penalty: 611.540039
	Iteration 20F: 3 clusters Score -43436.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43441.746094 Penalty: 611.540039
	Iteration 21Q: 3 clusters Score -43441.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -43446.011719 Penalty: 611.540039
	Iteration 22Q: 3 clusters Score -43446.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -43449.296875 Penalty: 611.540039
	Iteration 23Q: 3 clusters Score -43449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -43452.757812 Penalty: 611.540039
	Iteration 24Q: 3 clusters Score -43452.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -43454.136719 Penalty: 611.540039
	Iteration 25Q: 3 clusters Score -43454.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -43455.746094 Penalty: 611.540039
	Iteration 26Q: 3 clusters Score -43455.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -43455.910156 Penalty: 611.540039
	Iteration 27Q: 3 clusters Score -43455.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -43455.910156 Penalty: 611.540039
	Iteration 28F: 3 clusters Score -43455.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -190945.421875 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -190945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -187912.890625 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -187912.9 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -189012.593750 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -189012.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -189114.703125 Penalty: 764.132263
	Iteration 2Q: 3 clusters Score -189114.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -189221.812500 Penalty: 764.132263
	Iteration 3F: 3 clusters Score -189221.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -189330.265625 Penalty: 764.132263
	Iteration 4Q: 3 clusters Score -189330.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -189451.375000 Penalty: 764.132263
	Iteration 5Q: 3 clusters Score -189451.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -189598.734375 Penalty: 764.132263
	Iteration 6Q: 3 clusters Score -189598.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -189767.828125 Penalty: 764.132263
	Iteration 7Q: 3 clusters Score -189767.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -189895.062500 Penalty: 764.132263
	Iteration 8Q: 3 clusters Score -189895.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -189990.578125 Penalty: 764.132263
	Iteration 9Q: 3 clusters Score -189990.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -190061.765625 Penalty: 764.132263
	Iteration 10Q: 3 clusters Score -190061.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -190119.984375 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -190120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -190175.312500 Penalty: 764.132263
	Iteration 12Q: 3 clusters Score -190175.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190217.750000 Penalty: 764.132263
	Iteration 13Q: 3 clusters Score -190217.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190247.343750 Penalty: 764.132263
	Iteration 14Q: 3 clusters Score -190247.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -190268.359375 Penalty: 764.132263
	Iteration 15Q: 3 clusters Score -190268.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -190288.578125 Penalty: 764.132263
	Iteration 16Q: 3 clusters Score -190288.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190299.546875 Penalty: 764.132263
	Iteration 17Q: 3 clusters Score -190299.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -190311.234375 Penalty: 764.132263
	Iteration 18Q: 3 clusters Score -190311.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190322.656250 Penalty: 764.132263
	Iteration 19Q: 3 clusters Score -190322.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190338.234375 Penalty: 764.132263
	Iteration 20F: 3 clusters Score -190338.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190356.015625 Penalty: 764.132263
	Iteration 21Q: 3 clusters Score -190356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -190371.031250 Penalty: 764.132263
	Iteration 22Q: 3 clusters Score -190371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -190389.281250 Penalty: 764.132263
	Iteration 23Q: 3 clusters Score -190389.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190408.046875 Penalty: 764.132263
	Iteration 24Q: 3 clusters Score -190408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -190423.515625 Penalty: 764.132263
	Iteration 25Q: 3 clusters Score -190423.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -190440.718750 Penalty: 764.132263
	Iteration 26Q: 3 clusters Score -190440.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -190456.031250 Penalty: 764.132263
	Iteration 27Q: 3 clusters Score -190456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190470.343750 Penalty: 764.132263
	Iteration 28Q: 3 clusters Score -190470.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -190481.656250 Penalty: 764.132263
	Iteration 29Q: 3 clusters Score -190481.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -190500.781250 Penalty: 764.132263
	Iteration 30Q: 3 clusters Score -190500.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -190514.875000 Penalty: 764.132263
	Iteration 31Q: 3 clusters Score -190514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -190528.109375 Penalty: 764.132263
	Iteration 32Q: 3 clusters Score -190528.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -190535.562500 Penalty: 764.132263
	Iteration 33Q: 3 clusters Score -190535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -190540.515625 Penalty: 764.132263
	Iteration 34Q: 3 clusters Score -190540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -190543.937500 Penalty: 764.132263
	Iteration 35Q: 3 clusters Score -190543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -190547.125000 Penalty: 764.132263
	Iteration 36Q: 3 clusters Score -190547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -190548.328125 Penalty: 764.132263
	Iteration 37Q: 3 clusters Score -190548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -190549.515625 Penalty: 764.132263
	Iteration 38Q: 3 clusters Score -190549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -190551.796875 Penalty: 764.132263
	Iteration 39Q: 3 clusters Score -190551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -190555.531250 Penalty: 764.132263
	Iteration 40F: 3 clusters Score -190555.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -190560.406250 Penalty: 764.132263
	Iteration 41Q: 3 clusters Score -190560.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -190568.640625 Penalty: 764.132263
	Iteration 42Q: 3 clusters Score -190568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -190574.703125 Penalty: 764.132263
	Iteration 43Q: 3 clusters Score -190574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -190581.031250 Penalty: 764.132263
	Iteration 44Q: 3 clusters Score -190581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -190585.781250 Penalty: 764.132263
	Iteration 45Q: 3 clusters Score -190585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -190588.031250 Penalty: 764.132263
	Iteration 46Q: 3 clusters Score -190588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -190591.828125 Penalty: 764.132263
	Iteration 47Q: 3 clusters Score -190591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -190598.078125 Penalty: 764.132263
	Iteration 48Q: 3 clusters Score -190598.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -190605.968750 Penalty: 764.132263
	Iteration 49Q: 3 clusters Score -190606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -190609.859375 Penalty: 764.132263
	Iteration 50Q: 3 clusters Score -190609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -190613.531250 Penalty: 764.132263
	Iteration 51Q: 3 clusters Score -190613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -190618.640625 Penalty: 764.132263
	Iteration 52Q: 3 clusters Score -190618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -190622.265625 Penalty: 764.132263
	Iteration 53Q: 3 clusters Score -190622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -190626.000000 Penalty: 764.132263
	Iteration 54Q: 3 clusters Score -190626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -190628.328125 Penalty: 764.132263
	Iteration 55Q: 3 clusters Score -190628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -190630.093750 Penalty: 764.132263
	Iteration 56Q: 3 clusters Score -190630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -190631.734375 Penalty: 764.132263
	Iteration 57Q: 3 clusters Score -190631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -190632.468750 Penalty: 764.132263
	Iteration 58Q: 3 clusters Score -190632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -190632.828125 Penalty: 764.132263
	Iteration 59Q: 3 clusters Score -190632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -190632.828125 Penalty: 764.132263
	Iteration 60F: 3 clusters Score -190632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -16782.169922 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -16782.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16393.375000 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -16393.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16470.242188 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -16470.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16488.843750 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -16488.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16503.111328 Penalty: 543.384827
	Iteration 3Q: 3 clusters Score -16503.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16510.794922 Penalty: 543.384827
	Iteration 4Q: 3 clusters Score -16510.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16524.314453 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -16524.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16533.511719 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -16533.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16539.355469 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -16539.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16546.554688 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -16546.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16549.251953 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -16549.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16549.251953 Penalty: 543.384827
	Iteration 10F: 3 clusters Score -16549.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -72679.328125 Penalty: 332.812164
	Iteration 0F: 2 clusters Score -72679.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -71573.406250 Penalty: 665.624329
	Iteration 0F: 3 clusters Score -71573.41 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -71970.484375 Penalty: 665.624329
	Iteration 1F: 3 clusters Score -71970.48 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -72080.375000 Penalty: 665.624329
	Iteration 2F: 3 clusters Score -72080.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -72151.554688 Penalty: 665.624329
	Iteration 3F: 3 clusters Score -72151.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -72232.812500 Penalty: 665.624329
	Iteration 4F: 3 clusters Score -72232.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -72289.453125 Penalty: 665.624329
	Iteration 5Q: 3 clusters Score -72289.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -72318.835938 Penalty: 665.624329
	Iteration 6Q: 3 clusters Score -72318.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -72334.062500 Penalty: 665.624329
	Iteration 7Q: 3 clusters Score -72334.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -72346.718750 Penalty: 665.624329
	Iteration 8Q: 3 clusters Score -72346.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -72357.648438 Penalty: 665.624329
	Iteration 9Q: 3 clusters Score -72357.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -72364.125000 Penalty: 665.624329
	Iteration 10Q: 3 clusters Score -72364.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -72369.085938 Penalty: 665.624329
	Iteration 11Q: 3 clusters Score -72369.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -72371.000000 Penalty: 665.624329
	Iteration 12Q: 3 clusters Score -72371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -72371.914062 Penalty: 665.624329
	Iteration 13Q: 3 clusters Score -72371.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -72372.531250 Penalty: 665.624329
	Iteration 14Q: 3 clusters Score -72372.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -72373.898438 Penalty: 665.624329
	Iteration 15Q: 3 clusters Score -72373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -72374.882812 Penalty: 665.624329
	Iteration 16Q: 3 clusters Score -72374.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72375.117188 Penalty: 665.624329
	Iteration 17Q: 3 clusters Score -72375.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -72375.687500 Penalty: 665.624329
	Iteration 18Q: 3 clusters Score -72375.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -72376.093750 Penalty: 665.624329
	Iteration 19Q: 3 clusters Score -72376.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -72376.351562 Penalty: 665.624329
	Iteration 20F: 3 clusters Score -72376.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -72377.382812 Penalty: 665.624329
	Iteration 21Q: 3 clusters Score -72377.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -72378.140625 Penalty: 665.624329
	Iteration 22Q: 3 clusters Score -72378.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -72378.773438 Penalty: 665.624329
	Iteration 23Q: 3 clusters Score -72378.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -72378.773438 Penalty: 665.624329
	Iteration 24F: 3 clusters Score -72378.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157969 members 
Entering Unmasked Estep 
Score: -7309153.500000 Penalty: 544.641968
	Iteration 0F: 2 clusters Score -7309154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -7204286.000000 Penalty: 1089.283936
	Iteration 0F: 3 clusters Score -7204286 nChanged 77313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -7255007.000000 Penalty: 1089.283936
	Iteration 1F: 3 clusters Score -7255007 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -7261288.500000 Penalty: 1089.283936
	Iteration 2F: 3 clusters Score -7261288 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -7271454.000000 Penalty: 1089.283936
	Iteration 3F: 3 clusters Score -7271454 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129452 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -7283977.000000 Penalty: 1089.283936
	Iteration 4F: 3 clusters Score -7283977 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140774 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -7295234.000000 Penalty: 1089.283936
	Iteration 5F: 3 clusters Score -7295234 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148271 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -7302145.000000 Penalty: 1089.283936
	Iteration 6Q: 3 clusters Score -7302145 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152370 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7305540.000000 Penalty: 1089.283936
	Iteration 7Q: 3 clusters Score -7305540 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7307089.000000 Penalty: 1089.283936
	Iteration 8Q: 3 clusters Score -7307089 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155727 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7307832.000000 Penalty: 1089.283936
	Iteration 9Q: 3 clusters Score -7307832 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7308235.500000 Penalty: 1089.283936
	Iteration 10Q: 3 clusters Score -7308236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7308452.000000 Penalty: 1089.283936
	Iteration 11Q: 3 clusters Score -7308452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7308610.500000 Penalty: 1089.283936
	Iteration 12Q: 3 clusters Score -7308610 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7308699.000000 Penalty: 1089.283936
	Iteration 13Q: 3 clusters Score -7308699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7308712.000000 Penalty: 1089.283936
	Iteration 14Q: 3 clusters Score -7308712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7308740.000000 Penalty: 1089.283936
	Iteration 15Q: 3 clusters Score -7308740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7308768.500000 Penalty: 1089.283936
	Iteration 16Q: 3 clusters Score -7308768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7308772.500000 Penalty: 1089.283936
	Iteration 17Q: 3 clusters Score -7308772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7308780.000000 Penalty: 1089.283936
	Iteration 18Q: 3 clusters Score -7308780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157660 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7308783.500000 Penalty: 1089.283936
	Iteration 19Q: 3 clusters Score -7308784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157668 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7308786.500000 Penalty: 1089.283936
	Iteration 20F: 3 clusters Score -7308786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7308788.500000 Penalty: 1089.283936
	Iteration 21Q: 3 clusters Score -7308788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7308790.000000 Penalty: 1089.283936
	Iteration 22Q: 3 clusters Score -7308790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157691 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7308805.000000 Penalty: 1089.283936
	Iteration 23Q: 3 clusters Score -7308805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157696 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7308807.500000 Penalty: 1089.283936
	Iteration 24Q: 3 clusters Score -7308808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157703 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7308808.000000 Penalty: 1089.283936
	Iteration 25Q: 3 clusters Score -7308808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7308813.500000 Penalty: 1089.283936
	Iteration 26Q: 3 clusters Score -7308814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157709 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7308817.500000 Penalty: 1089.283936
	Iteration 27Q: 3 clusters Score -7308818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7308822.000000 Penalty: 1089.283936
	Iteration 28Q: 3 clusters Score -7308822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7308816.500000 Penalty: 1089.283936
	Iteration 29Q: 3 clusters Score -7308816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7308815.000000 Penalty: 1089.283936
	Iteration 30Q: 3 clusters Score -7308815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7308814.000000 Penalty: 1089.283936
	Iteration 31Q: 3 clusters Score -7308814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7308814.000000 Penalty: 1089.283936
	Iteration 32F: 3 clusters Score -7308814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -101497.156250 Penalty: 353.487518
	Iteration 0F: 2 clusters Score -101497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -99842.015625 Penalty: 706.975037
	Iteration 0F: 3 clusters Score -99842.02 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -100409.875000 Penalty: 706.975037
	Iteration 1F: 3 clusters Score -100409.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -100567.656250 Penalty: 706.975037
	Iteration 2F: 3 clusters Score -100567.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -100708.296875 Penalty: 706.975037
	Iteration 3F: 3 clusters Score -100708.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100846.898438 Penalty: 706.975037
	Iteration 4F: 3 clusters Score -100846.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100990.929688 Penalty: 706.975037
	Iteration 5F: 3 clusters Score -100990.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101120.546875 Penalty: 706.975037
	Iteration 6F: 3 clusters Score -101120.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101192.546875 Penalty: 706.975037
	Iteration 7Q: 3 clusters Score -101192.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101239.007812 Penalty: 706.975037
	Iteration 8Q: 3 clusters Score -101239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -101258.453125 Penalty: 706.975037
	Iteration 9Q: 3 clusters Score -101258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -101269.281250 Penalty: 706.975037
	Iteration 10Q: 3 clusters Score -101269.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -101279.187500 Penalty: 706.975037
	Iteration 11Q: 3 clusters Score -101279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -101286.585938 Penalty: 706.975037
	Iteration 12Q: 3 clusters Score -101286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -101289.343750 Penalty: 706.975037
	Iteration 13Q: 3 clusters Score -101289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -101290.976562 Penalty: 706.975037
	Iteration 14Q: 3 clusters Score -101291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -101292.382812 Penalty: 706.975037
	Iteration 15Q: 3 clusters Score -101292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -101292.765625 Penalty: 706.975037
	Iteration 16Q: 3 clusters Score -101292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -101293.414062 Penalty: 706.975037
	Iteration 17Q: 3 clusters Score -101293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -101293.578125 Penalty: 706.975037
	Iteration 18Q: 3 clusters Score -101293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -101293.937500 Penalty: 706.975037
	Iteration 19Q: 3 clusters Score -101293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -101294.882812 Penalty: 706.975037
	Iteration 20F: 3 clusters Score -101294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -101295.992188 Penalty: 706.975037
	Iteration 21Q: 3 clusters Score -101296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -101296.835938 Penalty: 706.975037
	Iteration 22Q: 3 clusters Score -101296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -101298.085938 Penalty: 706.975037
	Iteration 23Q: 3 clusters Score -101298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -101298.929688 Penalty: 706.975037
	Iteration 24Q: 3 clusters Score -101298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -101299.718750 Penalty: 706.975037
	Iteration 25Q: 3 clusters Score -101299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -101299.718750 Penalty: 706.975037
	Iteration 26F: 3 clusters Score -101299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -11266.798828 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -11266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10906.263672 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -10906.26 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11045.074219 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -11045.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11073.070312 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -11073.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11093.894531 Penalty: 521.734070
	Iteration 3Q: 3 clusters Score -11093.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11103.918945 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -11103.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11107.732422 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -11107.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11111.788086 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -11111.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11136.762695 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -11136.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11162.302734 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -11162.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11192.680664 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -11192.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11213.339844 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -11213.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11233.041016 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -11233.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11241.208008 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -11241.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11243.705078 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -11243.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11244.481445 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -11244.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11244.481445 Penalty: 521.734070
	Iteration 15F: 3 clusters Score -11244.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Entering Unmasked Estep 
Score: -260536.343750 Penalty: 394.418579
	Iteration 0F: 2 clusters Score -260536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -256616.671875 Penalty: 788.837158
	Iteration 0F: 3 clusters Score -256616.7 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -258121.375000 Penalty: 788.837158
	Iteration 1F: 3 clusters Score -258121.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -258274.656250 Penalty: 788.837158
	Iteration 2F: 3 clusters Score -258274.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -258429.078125 Penalty: 788.837158
	Iteration 3F: 3 clusters Score -258429.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -258624.765625 Penalty: 788.837158
	Iteration 4F: 3 clusters Score -258624.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -258840.296875 Penalty: 788.837158
	Iteration 5F: 3 clusters Score -258840.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -259023.984375 Penalty: 788.837158
	Iteration 6F: 3 clusters Score -259024 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -259163.062500 Penalty: 788.837158
	Iteration 7F: 3 clusters Score -259163.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -259248.718750 Penalty: 788.837158
	Iteration 8Q: 3 clusters Score -259248.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -259294.406250 Penalty: 788.837158
	Iteration 9Q: 3 clusters Score -259294.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -259332.468750 Penalty: 788.837158
	Iteration 10Q: 3 clusters Score -259332.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -259366.406250 Penalty: 788.837158
	Iteration 11Q: 3 clusters Score -259366.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -259391.546875 Penalty: 788.837158
	Iteration 12Q: 3 clusters Score -259391.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -259416.468750 Penalty: 788.837158
	Iteration 13Q: 3 clusters Score -259416.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -259448.140625 Penalty: 788.837158
	Iteration 14Q: 3 clusters Score -259448.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -259474.937500 Penalty: 788.837158
	Iteration 15Q: 3 clusters Score -259474.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -259502.656250 Penalty: 788.837158
	Iteration 16Q: 3 clusters Score -259502.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -259540.609375 Penalty: 788.837158
	Iteration 17Q: 3 clusters Score -259540.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -259575.921875 Penalty: 788.837158
	Iteration 18Q: 3 clusters Score -259575.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -259611.437500 Penalty: 788.837158
	Iteration 19Q: 3 clusters Score -259611.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -259658.078125 Penalty: 788.837158
	Iteration 20F: 3 clusters Score -259658.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -259707.375000 Penalty: 788.837158
	Iteration 21Q: 3 clusters Score -259707.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -259760.921875 Penalty: 788.837158
	Iteration 22Q: 3 clusters Score -259760.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -259820.250000 Penalty: 788.837158
	Iteration 23Q: 3 clusters Score -259820.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -259874.437500 Penalty: 788.837158
	Iteration 24Q: 3 clusters Score -259874.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -259923.984375 Penalty: 788.837158
	Iteration 25Q: 3 clusters Score -259924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -259964.375000 Penalty: 788.837158
	Iteration 26Q: 3 clusters Score -259964.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -259995.828125 Penalty: 788.837158
	Iteration 27Q: 3 clusters Score -259995.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -260019.671875 Penalty: 788.837158
	Iteration 28Q: 3 clusters Score -260019.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -260039.390625 Penalty: 788.837158
	Iteration 29Q: 3 clusters Score -260039.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -260064.109375 Penalty: 788.837158
	Iteration 30Q: 3 clusters Score -260064.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -260089.609375 Penalty: 788.837158
	Iteration 31Q: 3 clusters Score -260089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -260112.000000 Penalty: 788.837158
	Iteration 32Q: 3 clusters Score -260112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -260126.687500 Penalty: 788.837158
	Iteration 33Q: 3 clusters Score -260126.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -260141.468750 Penalty: 788.837158
	Iteration 34Q: 3 clusters Score -260141.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -260154.078125 Penalty: 788.837158
	Iteration 35Q: 3 clusters Score -260154.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -260165.562500 Penalty: 788.837158
	Iteration 36Q: 3 clusters Score -260165.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -260174.406250 Penalty: 788.837158
	Iteration 37Q: 3 clusters Score -260174.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -260180.125000 Penalty: 788.837158
	Iteration 38Q: 3 clusters Score -260180.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -260183.750000 Penalty: 788.837158
	Iteration 39Q: 3 clusters Score -260183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -260184.640625 Penalty: 788.837158
	Iteration 40F: 3 clusters Score -260184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -260186.343750 Penalty: 788.837158
	Iteration 41Q: 3 clusters Score -260186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -260187.546875 Penalty: 788.837158
	Iteration 42Q: 3 clusters Score -260187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -260188.937500 Penalty: 788.837158
	Iteration 43Q: 3 clusters Score -260188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -260189.703125 Penalty: 788.837158
	Iteration 44Q: 3 clusters Score -260189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -260189.765625 Penalty: 788.837158
	Iteration 45Q: 3 clusters Score -260189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -260190.546875 Penalty: 788.837158
	Iteration 46Q: 3 clusters Score -260190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -260192.953125 Penalty: 788.837158
	Iteration 47Q: 3 clusters Score -260193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -260195.343750 Penalty: 788.837158
	Iteration 48Q: 3 clusters Score -260195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -260198.015625 Penalty: 788.837158
	Iteration 49Q: 3 clusters Score -260198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -260200.500000 Penalty: 788.837158
	Iteration 50Q: 3 clusters Score -260200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -260202.843750 Penalty: 788.837158
	Iteration 51Q: 3 clusters Score -260202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -260205.531250 Penalty: 788.837158
	Iteration 52Q: 3 clusters Score -260205.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -260208.421875 Penalty: 788.837158
	Iteration 53Q: 3 clusters Score -260208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -260211.609375 Penalty: 788.837158
	Iteration 54Q: 3 clusters Score -260211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -260214.375000 Penalty: 788.837158
	Iteration 55Q: 3 clusters Score -260214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -260215.593750 Penalty: 788.837158
	Iteration 56Q: 3 clusters Score -260215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -260217.859375 Penalty: 788.837158
	Iteration 57Q: 3 clusters Score -260217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -260218.609375 Penalty: 788.837158
	Iteration 58Q: 3 clusters Score -260218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -260218.703125 Penalty: 788.837158
	Iteration 59Q: 3 clusters Score -260218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -260219.296875 Penalty: 788.837158
	Iteration 60F: 3 clusters Score -260219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -260220.781250 Penalty: 788.837158
	Iteration 61Q: 3 clusters Score -260220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -260220.734375 Penalty: 788.837158
	Iteration 62Q: 3 clusters Score -260220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -260221.312500 Penalty: 788.837158
	Iteration 63Q: 3 clusters Score -260221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -260221.906250 Penalty: 788.837158
	Iteration 64Q: 3 clusters Score -260221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -260222.968750 Penalty: 788.837158
	Iteration 65Q: 3 clusters Score -260223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -260224.421875 Penalty: 788.837158
	Iteration 66Q: 3 clusters Score -260224.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -260225.640625 Penalty: 788.837158
	Iteration 67Q: 3 clusters Score -260225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -260226.812500 Penalty: 788.837158
	Iteration 68Q: 3 clusters Score -260226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -260227.546875 Penalty: 788.837158
	Iteration 69Q: 3 clusters Score -260227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -260228.546875 Penalty: 788.837158
	Iteration 70Q: 3 clusters Score -260228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -260231.515625 Penalty: 788.837158
	Iteration 71Q: 3 clusters Score -260231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -260232.859375 Penalty: 788.837158
	Iteration 72Q: 3 clusters Score -260232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260233.375000 Penalty: 788.837158
	Iteration 73Q: 3 clusters Score -260233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -260233.781250 Penalty: 788.837158
	Iteration 74Q: 3 clusters Score -260233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -260234.515625 Penalty: 788.837158
	Iteration 75Q: 3 clusters Score -260234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -260234.781250 Penalty: 788.837158
	Iteration 76Q: 3 clusters Score -260234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -260234.609375 Penalty: 788.837158
	Iteration 77Q: 3 clusters Score -260234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -260234.640625 Penalty: 788.837158
	Iteration 78Q: 3 clusters Score -260234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -260234.890625 Penalty: 788.837158
	Iteration 79Q: 3 clusters Score -260234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -260234.765625 Penalty: 788.837158
	Iteration 80F: 3 clusters Score -260234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -260235.562500 Penalty: 788.837158
	Iteration 81Q: 3 clusters Score -260235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -260235.734375 Penalty: 788.837158
	Iteration 82Q: 3 clusters Score -260235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -260235.734375 Penalty: 788.837158
	Iteration 83F: 3 clusters Score -260235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (101110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Entering Unmasked Estep 
Score: -4744188.000000 Penalty: 524.340332
	Iteration 0F: 2 clusters Score -4744188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -4676602.000000 Penalty: 1048.680664
	Iteration 0F: 3 clusters Score -4676602 nChanged 49341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -4708128.000000 Penalty: 1048.680664
	Iteration 1F: 3 clusters Score -4708128 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -4710609.000000 Penalty: 1048.680664
	Iteration 2Q: 3 clusters Score -4710609 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -4714431.500000 Penalty: 1048.680664
	Iteration 3F: 3 clusters Score -4714432 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -4720042.500000 Penalty: 1048.680664
	Iteration 4F: 3 clusters Score -4720042 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -4726855.500000 Penalty: 1048.680664
	Iteration 5F: 3 clusters Score -4726856 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -4733689.000000 Penalty: 1048.680664
	Iteration 6F: 3 clusters Score -4733689 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -4738944.000000 Penalty: 1048.680664
	Iteration 7F: 3 clusters Score -4738944 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -4741793.000000 Penalty: 1048.680664
	Iteration 8Q: 3 clusters Score -4741793 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -4743022.000000 Penalty: 1048.680664
	Iteration 9Q: 3 clusters Score -4743022 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -4743466.000000 Penalty: 1048.680664
	Iteration 10Q: 3 clusters Score -4743466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -4743633.000000 Penalty: 1048.680664
	Iteration 11Q: 3 clusters Score -4743633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -4743687.000000 Penalty: 1048.680664
	Iteration 12Q: 3 clusters Score -4743687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -4743708.500000 Penalty: 1048.680664
	Iteration 13Q: 3 clusters Score -4743708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -4743720.500000 Penalty: 1048.680664
	Iteration 14Q: 3 clusters Score -4743720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -4743731.000000 Penalty: 1048.680664
	Iteration 15Q: 3 clusters Score -4743731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -4743735.000000 Penalty: 1048.680664
	Iteration 16Q: 3 clusters Score -4743735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -4743736.000000 Penalty: 1048.680664
	Iteration 17Q: 3 clusters Score -4743736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -4743735.000000 Penalty: 1048.680664
	Iteration 18Q: 3 clusters Score -4743735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -4743735.000000 Penalty: 1048.680664
	Iteration 19F: 3 clusters Score -4743735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -5587.312500 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -5587.312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5337.539062 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -5337.539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5399.069336 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -5399.069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5410.283203 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -5410.283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -793318.000000 Penalty: 440.298981
	Iteration 0F: 2 clusters Score -793318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -782613.812500 Penalty: 880.597961
	Iteration 0F: 3 clusters Score -782613.8 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -786861.437500 Penalty: 880.597961
	Iteration 1F: 3 clusters Score -786861.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -787102.500000 Penalty: 880.597961
	Iteration 2Q: 3 clusters Score -787102.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -787477.750000 Penalty: 880.597961
	Iteration 3Q: 3 clusters Score -787477.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -788124.625000 Penalty: 880.597961
	Iteration 4F: 3 clusters Score -788124.6 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -789147.062500 Penalty: 880.597961
	Iteration 5F: 3 clusters Score -789147.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -790441.062500 Penalty: 880.597961
	Iteration 6F: 3 clusters Score -790441.1 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -791330.625000 Penalty: 880.597961
	Iteration 7F: 3 clusters Score -791330.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -791717.687500 Penalty: 880.597961
	Iteration 8Q: 3 clusters Score -791717.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -791938.562500 Penalty: 880.597961
	Iteration 9Q: 3 clusters Score -791938.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -792093.000000 Penalty: 880.597961
	Iteration 10Q: 3 clusters Score -792093 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -792245.187500 Penalty: 880.597961
	Iteration 11Q: 3 clusters Score -792245.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -792380.687500 Penalty: 880.597961
	Iteration 12Q: 3 clusters Score -792380.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -792493.187500 Penalty: 880.597961
	Iteration 13Q: 3 clusters Score -792493.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -792589.375000 Penalty: 880.597961
	Iteration 14Q: 3 clusters Score -792589.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -792664.937500 Penalty: 880.597961
	Iteration 15Q: 3 clusters Score -792664.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -792721.937500 Penalty: 880.597961
	Iteration 16Q: 3 clusters Score -792721.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -792772.750000 Penalty: 880.597961
	Iteration 17Q: 3 clusters Score -792772.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -792823.000000 Penalty: 880.597961
	Iteration 18Q: 3 clusters Score -792823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -792875.562500 Penalty: 880.597961
	Iteration 19Q: 3 clusters Score -792875.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -792927.500000 Penalty: 880.597961
	Iteration 20F: 3 clusters Score -792927.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -792955.812500 Penalty: 880.597961
	Iteration 21Q: 3 clusters Score -792955.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -792982.000000 Penalty: 880.597961
	Iteration 22Q: 3 clusters Score -792982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -793001.250000 Penalty: 880.597961
	Iteration 23Q: 3 clusters Score -793001.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -793014.187500 Penalty: 880.597961
	Iteration 24Q: 3 clusters Score -793014.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -793027.000000 Penalty: 880.597961
	Iteration 25Q: 3 clusters Score -793027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -793032.625000 Penalty: 880.597961
	Iteration 26Q: 3 clusters Score -793032.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -793036.875000 Penalty: 880.597961
	Iteration 27Q: 3 clusters Score -793036.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -793040.500000 Penalty: 880.597961
	Iteration 28Q: 3 clusters Score -793040.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -793045.187500 Penalty: 880.597961
	Iteration 29Q: 3 clusters Score -793045.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -793050.000000 Penalty: 880.597961
	Iteration 30Q: 3 clusters Score -793050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -793054.875000 Penalty: 880.597961
	Iteration 31Q: 3 clusters Score -793054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -793058.437500 Penalty: 880.597961
	Iteration 32Q: 3 clusters Score -793058.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -793065.812500 Penalty: 880.597961
	Iteration 33Q: 3 clusters Score -793065.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -793071.250000 Penalty: 880.597961
	Iteration 34Q: 3 clusters Score -793071.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -793072.625000 Penalty: 880.597961
	Iteration 35Q: 3 clusters Score -793072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -793073.937500 Penalty: 880.597961
	Iteration 36Q: 3 clusters Score -793073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -793076.750000 Penalty: 880.597961
	Iteration 37Q: 3 clusters Score -793076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -793079.625000 Penalty: 880.597961
	Iteration 38Q: 3 clusters Score -793079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -793079.187500 Penalty: 880.597961
	Iteration 39Q: 3 clusters Score -793079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -793078.062500 Penalty: 880.597961
	Iteration 40F: 3 clusters Score -793078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -793081.375000 Penalty: 880.597961
	Iteration 41Q: 3 clusters Score -793081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -793080.562500 Penalty: 880.597961
	Iteration 42Q: 3 clusters Score -793080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -793080.687500 Penalty: 880.597961
	Iteration 43Q: 3 clusters Score -793080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -793081.437500 Penalty: 880.597961
	Iteration 44Q: 3 clusters Score -793081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -793081.750000 Penalty: 880.597961
	Iteration 45Q: 3 clusters Score -793081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -793082.375000 Penalty: 880.597961
	Iteration 46Q: 3 clusters Score -793082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -793083.312500 Penalty: 880.597961
	Iteration 47Q: 3 clusters Score -793083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -793085.125000 Penalty: 880.597961
	Iteration 48Q: 3 clusters Score -793085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -793087.250000 Penalty: 880.597961
	Iteration 49Q: 3 clusters Score -793087.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -793087.375000 Penalty: 880.597961
	Iteration 50Q: 3 clusters Score -793087.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -793088.625000 Penalty: 880.597961
	Iteration 51Q: 3 clusters Score -793088.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -793092.375000 Penalty: 880.597961
	Iteration 52Q: 3 clusters Score -793092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -793092.812500 Penalty: 880.597961
	Iteration 53Q: 3 clusters Score -793092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -793094.937500 Penalty: 880.597961
	Iteration 54Q: 3 clusters Score -793094.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -793098.187500 Penalty: 880.597961
	Iteration 55Q: 3 clusters Score -793098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -793099.375000 Penalty: 880.597961
	Iteration 56Q: 3 clusters Score -793099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -793102.687500 Penalty: 880.597961
	Iteration 57Q: 3 clusters Score -793102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -793100.312500 Penalty: 880.597961
	Iteration 58Q: 3 clusters Score -793100.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -793102.562500 Penalty: 880.597961
	Iteration 59Q: 3 clusters Score -793102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -793102.625000 Penalty: 880.597961
	Iteration 60F: 3 clusters Score -793102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -793104.437500 Penalty: 880.597961
	Iteration 61Q: 3 clusters Score -793104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -793105.437500 Penalty: 880.597961
	Iteration 62Q: 3 clusters Score -793105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -793105.312500 Penalty: 880.597961
	Iteration 63Q: 3 clusters Score -793105.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -793109.125000 Penalty: 880.597961
	Iteration 64Q: 3 clusters Score -793109.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -793111.312500 Penalty: 880.597961
	Iteration 65Q: 3 clusters Score -793111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -793111.812500 Penalty: 880.597961
	Iteration 66Q: 3 clusters Score -793111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -793111.562500 Penalty: 880.597961
	Iteration 67Q: 3 clusters Score -793111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -793113.875000 Penalty: 880.597961
	Iteration 68Q: 3 clusters Score -793113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -793114.625000 Penalty: 880.597961
	Iteration 69Q: 3 clusters Score -793114.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -793117.937500 Penalty: 880.597961
	Iteration 70Q: 3 clusters Score -793117.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -793120.437500 Penalty: 880.597961
	Iteration 71Q: 3 clusters Score -793120.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -793127.000000 Penalty: 880.597961
	Iteration 72Q: 3 clusters Score -793127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -793127.750000 Penalty: 880.597961
	Iteration 73Q: 3 clusters Score -793127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -793130.312500 Penalty: 880.597961
	Iteration 74Q: 3 clusters Score -793130.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -793131.000000 Penalty: 880.597961
	Iteration 75Q: 3 clusters Score -793131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -793133.937500 Penalty: 880.597961
	Iteration 76Q: 3 clusters Score -793133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -793135.562500 Penalty: 880.597961
	Iteration 77Q: 3 clusters Score -793135.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -793136.312500 Penalty: 880.597961
	Iteration 78Q: 3 clusters Score -793136.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -793137.687500 Penalty: 880.597961
	Iteration 79Q: 3 clusters Score -793137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -793137.500000 Penalty: 880.597961
	Iteration 80F: 3 clusters Score -793137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -793138.125000 Penalty: 880.597961
	Iteration 81Q: 3 clusters Score -793138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -793140.250000 Penalty: 880.597961
	Iteration 82Q: 3 clusters Score -793140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -793140.250000 Penalty: 880.597961
	Iteration 83Q: 3 clusters Score -793140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -793143.250000 Penalty: 880.597961
	Iteration 84Q: 3 clusters Score -793143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -793144.062500 Penalty: 880.597961
	Iteration 85Q: 3 clusters Score -793144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -793143.812500 Penalty: 880.597961
	Iteration 86Q: 3 clusters Score -793143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -793144.750000 Penalty: 880.597961
	Iteration 87Q: 3 clusters Score -793144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -793146.062500 Penalty: 880.597961
	Iteration 88Q: 3 clusters Score -793146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -793145.812500 Penalty: 880.597961
	Iteration 89Q: 3 clusters Score -793145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -793148.375000 Penalty: 880.597961
	Iteration 90Q: 3 clusters Score -793148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -793149.687500 Penalty: 880.597961
	Iteration 91Q: 3 clusters Score -793149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -793149.937500 Penalty: 880.597961
	Iteration 92Q: 3 clusters Score -793149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -793152.125000 Penalty: 880.597961
	Iteration 93Q: 3 clusters Score -793152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -793152.625000 Penalty: 880.597961
	Iteration 94Q: 3 clusters Score -793152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -793153.437500 Penalty: 880.597961
	Iteration 95Q: 3 clusters Score -793153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -793153.187500 Penalty: 880.597961
	Iteration 96Q: 3 clusters Score -793153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -793154.812500 Penalty: 880.597961
	Iteration 97Q: 3 clusters Score -793154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -793157.687500 Penalty: 880.597961
	Iteration 98Q: 3 clusters Score -793157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -793157.875000 Penalty: 880.597961
	Iteration 99Q: 3 clusters Score -793157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -793157.625000 Penalty: 880.597961
	Iteration 100F: 3 clusters Score -793157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -793158.250000 Penalty: 880.597961
	Iteration 101Q: 3 clusters Score -793158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -793159.750000 Penalty: 880.597961
	Iteration 102Q: 3 clusters Score -793159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -793164.437500 Penalty: 880.597961
	Iteration 103Q: 3 clusters Score -793164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -793166.437500 Penalty: 880.597961
	Iteration 104Q: 3 clusters Score -793166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -793167.937500 Penalty: 880.597961
	Iteration 105Q: 3 clusters Score -793167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -793169.687500 Penalty: 880.597961
	Iteration 106Q: 3 clusters Score -793169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -793169.125000 Penalty: 880.597961
	Iteration 107Q: 3 clusters Score -793169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -793168.875000 Penalty: 880.597961
	Iteration 108Q: 3 clusters Score -793168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -793171.437500 Penalty: 880.597961
	Iteration 109Q: 3 clusters Score -793171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -793171.812500 Penalty: 880.597961
	Iteration 110Q: 3 clusters Score -793171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -793173.812500 Penalty: 880.597961
	Iteration 111Q: 3 clusters Score -793173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -793173.312500 Penalty: 880.597961
	Iteration 112Q: 3 clusters Score -793173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -793174.562500 Penalty: 880.597961
	Iteration 113Q: 3 clusters Score -793174.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -793176.250000 Penalty: 880.597961
	Iteration 114Q: 3 clusters Score -793176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -793176.125000 Penalty: 880.597961
	Iteration 115Q: 3 clusters Score -793176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -793178.000000 Penalty: 880.597961
	Iteration 116Q: 3 clusters Score -793178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -793179.312500 Penalty: 880.597961
	Iteration 117Q: 3 clusters Score -793179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -793179.000000 Penalty: 880.597961
	Iteration 118Q: 3 clusters Score -793179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -793178.687500 Penalty: 880.597961
	Iteration 119Q: 3 clusters Score -793178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -793178.937500 Penalty: 880.597961
	Iteration 120F: 3 clusters Score -793178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -793178.437500 Penalty: 880.597961
	Iteration 121Q: 3 clusters Score -793178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -793177.750000 Penalty: 880.597961
	Iteration 122Q: 3 clusters Score -793177.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -793177.750000 Penalty: 880.597961
	Iteration 123F: 3 clusters Score -793177.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -33873.500000 Penalty: 306.207001
	Iteration 0F: 2 clusters Score -33873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33165.148438 Penalty: 612.414001
	Iteration 0F: 3 clusters Score -33165.15 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33432.640625 Penalty: 612.414001
	Iteration 1F: 3 clusters Score -33432.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33484.550781 Penalty: 612.414001
	Iteration 2F: 3 clusters Score -33484.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33520.699219 Penalty: 612.414001
	Iteration 3F: 3 clusters Score -33520.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33553.496094 Penalty: 612.414001
	Iteration 4Q: 3 clusters Score -33553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33568.574219 Penalty: 612.414001
	Iteration 5Q: 3 clusters Score -33568.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33576.414062 Penalty: 612.414001
	Iteration 6Q: 3 clusters Score -33576.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33581.257812 Penalty: 612.414001
	Iteration 7Q: 3 clusters Score -33581.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33584.453125 Penalty: 612.414001
	Iteration 8Q: 3 clusters Score -33584.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33585.710938 Penalty: 612.414001
	Iteration 9Q: 3 clusters Score -33585.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33585.875000 Penalty: 612.414001
	Iteration 10Q: 3 clusters Score -33585.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33587.808594 Penalty: 612.414001
	Iteration 11Q: 3 clusters Score -33587.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33589.574219 Penalty: 612.414001
	Iteration 12Q: 3 clusters Score -33589.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33590.207031 Penalty: 612.414001
	Iteration 13Q: 3 clusters Score -33590.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33591.328125 Penalty: 612.414001
	Iteration 14Q: 3 clusters Score -33591.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33593.343750 Penalty: 612.414001
	Iteration 15Q: 3 clusters Score -33593.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33594.488281 Penalty: 612.414001
	Iteration 16Q: 3 clusters Score -33594.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33595.871094 Penalty: 612.414001
	Iteration 17Q: 3 clusters Score -33595.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33597.046875 Penalty: 612.414001
	Iteration 18Q: 3 clusters Score -33597.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33599.691406 Penalty: 612.414001
	Iteration 19Q: 3 clusters Score -33599.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33602.679688 Penalty: 612.414001
	Iteration 20F: 3 clusters Score -33602.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33603.347656 Penalty: 612.414001
	Iteration 21Q: 3 clusters Score -33603.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33603.347656 Penalty: 612.414001
	Iteration 22F: 3 clusters Score -33603.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (145959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145959 members 
Entering Unmasked Estep 
Score: -6813955.500000 Penalty: 541.044189
	Iteration 0F: 2 clusters Score -6813956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -6715907.500000 Penalty: 1082.088379
	Iteration 0F: 3 clusters Score -6715908 nChanged 71572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -6760071.500000 Penalty: 1082.088379
	Iteration 1F: 3 clusters Score -6760072 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 78849 members 
Entering Unmasked Estep 
Score: -6762401.500000 Penalty: 1082.088379
	Iteration 2Q: 3 clusters Score -6762402 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -6766524.000000 Penalty: 1082.088379
	Iteration 3F: 3 clusters Score -6766524 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -6774034.500000 Penalty: 1082.088379
	Iteration 4F: 3 clusters Score -6774034 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -6784963.000000 Penalty: 1082.088379
	Iteration 5F: 3 clusters Score -6784963 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -6793815.500000 Penalty: 1082.088379
	Iteration 6F: 3 clusters Score -6793816 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -6797769.000000 Penalty: 1082.088379
	Iteration 7Q: 3 clusters Score -6797769 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -6799841.500000 Penalty: 1082.088379
	Iteration 8Q: 3 clusters Score -6799842 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 91500 members 
Entering Unmasked Estep 
Score: -6801349.500000 Penalty: 1082.088379
	Iteration 9Q: 3 clusters Score -6801350 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -6802531.000000 Penalty: 1082.088379
	Iteration 10Q: 3 clusters Score -6802531 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 91330 members 
Entering Unmasked Estep 
Score: -6803267.000000 Penalty: 1082.088379
	Iteration 11Q: 3 clusters Score -6803267 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -6803811.500000 Penalty: 1082.088379
	Iteration 12Q: 3 clusters Score -6803812 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -6804160.000000 Penalty: 1082.088379
	Iteration 13Q: 3 clusters Score -6804160 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -6804394.500000 Penalty: 1082.088379
	Iteration 14Q: 3 clusters Score -6804394 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -6804516.500000 Penalty: 1082.088379
	Iteration 15Q: 3 clusters Score -6804516 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -6804584.500000 Penalty: 1082.088379
	Iteration 16Q: 3 clusters Score -6804584 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -6804710.500000 Penalty: 1082.088379
	Iteration 17Q: 3 clusters Score -6804710 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -6804773.000000 Penalty: 1082.088379
	Iteration 18Q: 3 clusters Score -6804773 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -6804854.500000 Penalty: 1082.088379
	Iteration 19Q: 3 clusters Score -6804854 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -6804896.000000 Penalty: 1082.088379
	Iteration 20F: 3 clusters Score -6804896 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -6804941.000000 Penalty: 1082.088379
	Iteration 21Q: 3 clusters Score -6804941 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -6804967.000000 Penalty: 1082.088379
	Iteration 22Q: 3 clusters Score -6804967 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -6804992.000000 Penalty: 1082.088379
	Iteration 23Q: 3 clusters Score -6804992 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 85422 members 
Entering Unmasked Estep 
Score: -6805063.000000 Penalty: 1082.088379
	Iteration 24Q: 3 clusters Score -6805063 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -6805097.500000 Penalty: 1082.088379
	Iteration 25Q: 3 clusters Score -6805098 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -6805132.000000 Penalty: 1082.088379
	Iteration 26Q: 3 clusters Score -6805132 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -6805159.000000 Penalty: 1082.088379
	Iteration 27Q: 3 clusters Score -6805159 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -6805216.500000 Penalty: 1082.088379
	Iteration 28Q: 3 clusters Score -6805216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -6805235.000000 Penalty: 1082.088379
	Iteration 29Q: 3 clusters Score -6805235 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -6805246.000000 Penalty: 1082.088379
	Iteration 30Q: 3 clusters Score -6805246 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -6805280.000000 Penalty: 1082.088379
	Iteration 31Q: 3 clusters Score -6805280 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -6805296.000000 Penalty: 1082.088379
	Iteration 32Q: 3 clusters Score -6805296 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -6805316.500000 Penalty: 1082.088379
	Iteration 33Q: 3 clusters Score -6805316 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -6805348.500000 Penalty: 1082.088379
	Iteration 34Q: 3 clusters Score -6805348 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -6805357.000000 Penalty: 1082.088379
	Iteration 35Q: 3 clusters Score -6805357 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
Score: -6805361.000000 Penalty: 1082.088379
	Iteration 36Q: 3 clusters Score -6805361 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -6805384.500000 Penalty: 1082.088379
	Iteration 37Q: 3 clusters Score -6805384 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -6805403.500000 Penalty: 1082.088379
	Iteration 38Q: 3 clusters Score -6805404 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -6805440.000000 Penalty: 1082.088379
	Iteration 39Q: 3 clusters Score -6805440 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -6805453.000000 Penalty: 1082.088379
	Iteration 40F: 3 clusters Score -6805453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -6805466.000000 Penalty: 1082.088379
	Iteration 41Q: 3 clusters Score -6805466 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -6805454.000000 Penalty: 1082.088379
	Iteration 42Q: 3 clusters Score -6805454 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -6805490.500000 Penalty: 1082.088379
	Iteration 43Q: 3 clusters Score -6805490 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -6805493.500000 Penalty: 1082.088379
	Iteration 44Q: 3 clusters Score -6805494 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -6805524.000000 Penalty: 1082.088379
	Iteration 45Q: 3 clusters Score -6805524 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -6805566.500000 Penalty: 1082.088379
	Iteration 46Q: 3 clusters Score -6805566 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -6805563.000000 Penalty: 1082.088379
	Iteration 47Q: 3 clusters Score -6805563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -6805594.500000 Penalty: 1082.088379
	Iteration 48Q: 3 clusters Score -6805594 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -6805614.000000 Penalty: 1082.088379
	Iteration 49Q: 3 clusters Score -6805614 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -6805612.500000 Penalty: 1082.088379
	Iteration 50Q: 3 clusters Score -6805612 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -6805642.000000 Penalty: 1082.088379
	Iteration 51Q: 3 clusters Score -6805642 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -6805652.000000 Penalty: 1082.088379
	Iteration 52Q: 3 clusters Score -6805652 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -6805642.500000 Penalty: 1082.088379
	Iteration 53Q: 3 clusters Score -6805642 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -6805652.500000 Penalty: 1082.088379
	Iteration 54Q: 3 clusters Score -6805652 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -6805679.000000 Penalty: 1082.088379
	Iteration 55Q: 3 clusters Score -6805679 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -6805687.500000 Penalty: 1082.088379
	Iteration 56Q: 3 clusters Score -6805688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -6805708.500000 Penalty: 1082.088379
	Iteration 57Q: 3 clusters Score -6805708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -6805719.000000 Penalty: 1082.088379
	Iteration 58Q: 3 clusters Score -6805719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -6805755.500000 Penalty: 1082.088379
	Iteration 59Q: 3 clusters Score -6805756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -6805753.000000 Penalty: 1082.088379
	Iteration 60F: 3 clusters Score -6805753 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -6805757.500000 Penalty: 1082.088379
	Iteration 61Q: 3 clusters Score -6805758 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -6805742.500000 Penalty: 1082.088379
	Iteration 62Q: 3 clusters Score -6805742 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -6805772.500000 Penalty: 1082.088379
	Iteration 63Q: 3 clusters Score -6805772 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -6805792.500000 Penalty: 1082.088379
	Iteration 64Q: 3 clusters Score -6805792 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -6805828.500000 Penalty: 1082.088379
	Iteration 65Q: 3 clusters Score -6805828 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -6805869.000000 Penalty: 1082.088379
	Iteration 66Q: 3 clusters Score -6805869 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -6805880.500000 Penalty: 1082.088379
	Iteration 67Q: 3 clusters Score -6805880 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -6805901.000000 Penalty: 1082.088379
	Iteration 68Q: 3 clusters Score -6805901 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -6805907.000000 Penalty: 1082.088379
	Iteration 69Q: 3 clusters Score -6805907 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -6805946.000000 Penalty: 1082.088379
	Iteration 70Q: 3 clusters Score -6805946 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -6805962.000000 Penalty: 1082.088379
	Iteration 71Q: 3 clusters Score -6805962 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -6805967.500000 Penalty: 1082.088379
	Iteration 72Q: 3 clusters Score -6805968 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -6805986.500000 Penalty: 1082.088379
	Iteration 73Q: 3 clusters Score -6805986 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -6806016.500000 Penalty: 1082.088379
	Iteration 74Q: 3 clusters Score -6806016 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -6806006.000000 Penalty: 1082.088379
	Iteration 75Q: 3 clusters Score -6806006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -6806005.500000 Penalty: 1082.088379
	Iteration 76Q: 3 clusters Score -6806006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -6806027.500000 Penalty: 1082.088379
	Iteration 77Q: 3 clusters Score -6806028 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -6806024.000000 Penalty: 1082.088379
	Iteration 78Q: 3 clusters Score -6806024 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -6806032.000000 Penalty: 1082.088379
	Iteration 79Q: 3 clusters Score -6806032 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -6806058.000000 Penalty: 1082.088379
	Iteration 80F: 3 clusters Score -6806058 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -6806071.000000 Penalty: 1082.088379
	Iteration 81Q: 3 clusters Score -6806071 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -6806108.500000 Penalty: 1082.088379
	Iteration 82Q: 3 clusters Score -6806108 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -6806126.000000 Penalty: 1082.088379
	Iteration 83Q: 3 clusters Score -6806126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -6806156.000000 Penalty: 1082.088379
	Iteration 84Q: 3 clusters Score -6806156 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -6806199.000000 Penalty: 1082.088379
	Iteration 85Q: 3 clusters Score -6806199 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -6806205.000000 Penalty: 1082.088379
	Iteration 86Q: 3 clusters Score -6806205 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -6806194.500000 Penalty: 1082.088379
	Iteration 87Q: 3 clusters Score -6806194 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -6806236.000000 Penalty: 1082.088379
	Iteration 88Q: 3 clusters Score -6806236 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -6806260.500000 Penalty: 1082.088379
	Iteration 89Q: 3 clusters Score -6806260 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -6806266.500000 Penalty: 1082.088379
	Iteration 90Q: 3 clusters Score -6806266 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -6806289.000000 Penalty: 1082.088379
	Iteration 91Q: 3 clusters Score -6806289 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -6806338.500000 Penalty: 1082.088379
	Iteration 92Q: 3 clusters Score -6806338 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -6806344.500000 Penalty: 1082.088379
	Iteration 93Q: 3 clusters Score -6806344 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -6806339.500000 Penalty: 1082.088379
	Iteration 94Q: 3 clusters Score -6806340 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -6806353.500000 Penalty: 1082.088379
	Iteration 95Q: 3 clusters Score -6806354 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -6806362.500000 Penalty: 1082.088379
	Iteration 96Q: 3 clusters Score -6806362 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88161 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -6806413.000000 Penalty: 1082.088379
	Iteration 97Q: 3 clusters Score -6806413 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -6806456.500000 Penalty: 1082.088379
	Iteration 98Q: 3 clusters Score -6806456 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -6806426.500000 Penalty: 1082.088379
	Iteration 99Q: 3 clusters Score -6806426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -6806449.000000 Penalty: 1082.088379
	Iteration 100F: 3 clusters Score -6806449 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -6806453.000000 Penalty: 1082.088379
	Iteration 101Q: 3 clusters Score -6806453 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -6806486.000000 Penalty: 1082.088379
	Iteration 102Q: 3 clusters Score -6806486 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -6806524.500000 Penalty: 1082.088379
	Iteration 103Q: 3 clusters Score -6806524 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -6806568.500000 Penalty: 1082.088379
	Iteration 104Q: 3 clusters Score -6806568 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6806589.000000 Penalty: 1082.088379
	Iteration 105Q: 3 clusters Score -6806589 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6806607.500000 Penalty: 1082.088379
	Iteration 106Q: 3 clusters Score -6806608 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -6806612.500000 Penalty: 1082.088379
	Iteration 107Q: 3 clusters Score -6806612 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -6806609.500000 Penalty: 1082.088379
	Iteration 108Q: 3 clusters Score -6806610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6806579.500000 Penalty: 1082.088379
	Iteration 109Q: 3 clusters Score -6806580 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -6806602.000000 Penalty: 1082.088379
	Iteration 110Q: 3 clusters Score -6806602 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -6806630.000000 Penalty: 1082.088379
	Iteration 111Q: 3 clusters Score -6806630 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6806636.000000 Penalty: 1082.088379
	Iteration 112Q: 3 clusters Score -6806636 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6806675.000000 Penalty: 1082.088379
	Iteration 113Q: 3 clusters Score -6806675 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6806672.500000 Penalty: 1082.088379
	Iteration 114Q: 3 clusters Score -6806672 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -6806687.500000 Penalty: 1082.088379
	Iteration 115Q: 3 clusters Score -6806688 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6806684.500000 Penalty: 1082.088379
	Iteration 116Q: 3 clusters Score -6806684 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6806702.000000 Penalty: 1082.088379
	Iteration 117Q: 3 clusters Score -6806702 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6806729.500000 Penalty: 1082.088379
	Iteration 118Q: 3 clusters Score -6806730 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6806741.000000 Penalty: 1082.088379
	Iteration 119Q: 3 clusters Score -6806741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6806741.500000 Penalty: 1082.088379
	Iteration 120F: 3 clusters Score -6806742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6806737.000000 Penalty: 1082.088379
	Iteration 121Q: 3 clusters Score -6806737 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -6806758.500000 Penalty: 1082.088379
	Iteration 122Q: 3 clusters Score -6806758 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6806778.000000 Penalty: 1082.088379
	Iteration 123Q: 3 clusters Score -6806778 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6806783.500000 Penalty: 1082.088379
	Iteration 124Q: 3 clusters Score -6806784 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6806779.000000 Penalty: 1082.088379
	Iteration 125Q: 3 clusters Score -6806779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -6806795.500000 Penalty: 1082.088379
	Iteration 126Q: 3 clusters Score -6806796 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6806829.500000 Penalty: 1082.088379
	Iteration 127Q: 3 clusters Score -6806830 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -6806842.500000 Penalty: 1082.088379
	Iteration 128Q: 3 clusters Score -6806842 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -6806845.000000 Penalty: 1082.088379
	Iteration 129Q: 3 clusters Score -6806845 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6806905.000000 Penalty: 1082.088379
	Iteration 130Q: 3 clusters Score -6806905 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99552 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -6806943.000000 Penalty: 1082.088379
	Iteration 131Q: 3 clusters Score -6806943 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99904 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6806939.000000 Penalty: 1082.088379
	Iteration 132Q: 3 clusters Score -6806939 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -6806935.500000 Penalty: 1082.088379
	Iteration 133Q: 3 clusters Score -6806936 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -6806941.500000 Penalty: 1082.088379
	Iteration 134Q: 3 clusters Score -6806942 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -6806998.500000 Penalty: 1082.088379
	Iteration 135Q: 3 clusters Score -6806998 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6807044.000000 Penalty: 1082.088379
	Iteration 136Q: 3 clusters Score -6807044 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6807076.000000 Penalty: 1082.088379
	Iteration 137Q: 3 clusters Score -6807076 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6807082.000000 Penalty: 1082.088379
	Iteration 138Q: 3 clusters Score -6807082 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -6807099.000000 Penalty: 1082.088379
	Iteration 139Q: 3 clusters Score -6807099 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -6807147.500000 Penalty: 1082.088379
	Iteration 140F: 3 clusters Score -6807148 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6807162.500000 Penalty: 1082.088379
	Iteration 141Q: 3 clusters Score -6807162 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -6807177.500000 Penalty: 1082.088379
	Iteration 142Q: 3 clusters Score -6807178 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -6807188.000000 Penalty: 1082.088379
	Iteration 143Q: 3 clusters Score -6807188 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104335 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -6807189.500000 Penalty: 1082.088379
	Iteration 144Q: 3 clusters Score -6807190 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -6807211.000000 Penalty: 1082.088379
	Iteration 145Q: 3 clusters Score -6807211 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -6807240.000000 Penalty: 1082.088379
	Iteration 146Q: 3 clusters Score -6807240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -6807244.500000 Penalty: 1082.088379
	Iteration 147Q: 3 clusters Score -6807244 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -6807278.500000 Penalty: 1082.088379
	Iteration 148Q: 3 clusters Score -6807278 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -6807281.500000 Penalty: 1082.088379
	Iteration 149Q: 3 clusters Score -6807282 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -6807311.000000 Penalty: 1082.088379
	Iteration 150Q: 3 clusters Score -6807311 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6807323.000000 Penalty: 1082.088379
	Iteration 151Q: 3 clusters Score -6807323 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -6807352.500000 Penalty: 1082.088379
	Iteration 152Q: 3 clusters Score -6807352 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -6807353.500000 Penalty: 1082.088379
	Iteration 153Q: 3 clusters Score -6807354 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -6807353.500000 Penalty: 1082.088379
	Iteration 154Q: 3 clusters Score -6807354 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -6807356.000000 Penalty: 1082.088379
	Iteration 155Q: 3 clusters Score -6807356 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -6807343.000000 Penalty: 1082.088379
	Iteration 156Q: 3 clusters Score -6807343 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -6807375.500000 Penalty: 1082.088379
	Iteration 157Q: 3 clusters Score -6807376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108960 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -6807351.500000 Penalty: 1082.088379
	Iteration 158Q: 3 clusters Score -6807352 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6807352.000000 Penalty: 1082.088379
	Iteration 159Q: 3 clusters Score -6807352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -6807350.000000 Penalty: 1082.088379
	Iteration 160F: 3 clusters Score -6807350 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -6807359.000000 Penalty: 1082.088379
	Iteration 161Q: 3 clusters Score -6807359 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -6807372.000000 Penalty: 1082.088379
	Iteration 162Q: 3 clusters Score -6807372 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -6807370.500000 Penalty: 1082.088379
	Iteration 163Q: 3 clusters Score -6807370 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -6807363.000000 Penalty: 1082.088379
	Iteration 164Q: 3 clusters Score -6807363 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6807380.000000 Penalty: 1082.088379
	Iteration 165Q: 3 clusters Score -6807380 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6807398.500000 Penalty: 1082.088379
	Iteration 166Q: 3 clusters Score -6807398 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -6807426.000000 Penalty: 1082.088379
	Iteration 167Q: 3 clusters Score -6807426 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6807466.000000 Penalty: 1082.088379
	Iteration 168Q: 3 clusters Score -6807466 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112039 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6807473.500000 Penalty: 1082.088379
	Iteration 169Q: 3 clusters Score -6807474 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6807494.500000 Penalty: 1082.088379
	Iteration 170Q: 3 clusters Score -6807494 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6807504.000000 Penalty: 1082.088379
	Iteration 171Q: 3 clusters Score -6807504 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -6807521.000000 Penalty: 1082.088379
	Iteration 172Q: 3 clusters Score -6807521 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6807537.000000 Penalty: 1082.088379
	Iteration 173Q: 3 clusters Score -6807537 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -6807556.000000 Penalty: 1082.088379
	Iteration 174Q: 3 clusters Score -6807556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6807608.000000 Penalty: 1082.088379
	Iteration 175Q: 3 clusters Score -6807608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114974 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6807649.000000 Penalty: 1082.088379
	Iteration 176Q: 3 clusters Score -6807649 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115395 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -6807676.000000 Penalty: 1082.088379
	Iteration 177Q: 3 clusters Score -6807676 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -6807712.000000 Penalty: 1082.088379
	Iteration 178Q: 3 clusters Score -6807712 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6807726.000000 Penalty: 1082.088379
	Iteration 179Q: 3 clusters Score -6807726 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6807754.000000 Penalty: 1082.088379
	Iteration 180F: 3 clusters Score -6807754 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -6807785.000000 Penalty: 1082.088379
	Iteration 181Q: 3 clusters Score -6807785 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6807803.500000 Penalty: 1082.088379
	Iteration 182Q: 3 clusters Score -6807804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -6807878.500000 Penalty: 1082.088379
	Iteration 183Q: 3 clusters Score -6807878 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -6807903.000000 Penalty: 1082.088379
	Iteration 184Q: 3 clusters Score -6807903 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -6807942.000000 Penalty: 1082.088379
	Iteration 185Q: 3 clusters Score -6807942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119573 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6808008.500000 Penalty: 1082.088379
	Iteration 186Q: 3 clusters Score -6808008 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120102 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6808066.000000 Penalty: 1082.088379
	Iteration 187Q: 3 clusters Score -6808066 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -6808105.500000 Penalty: 1082.088379
	Iteration 188Q: 3 clusters Score -6808106 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -6808167.000000 Penalty: 1082.088379
	Iteration 189Q: 3 clusters Score -6808167 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121716 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -6808245.500000 Penalty: 1082.088379
	Iteration 190Q: 3 clusters Score -6808246 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -6808332.500000 Penalty: 1082.088379
	Iteration 191Q: 3 clusters Score -6808332 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6808388.000000 Penalty: 1082.088379
	Iteration 192Q: 3 clusters Score -6808388 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6808456.500000 Penalty: 1082.088379
	Iteration 193Q: 3 clusters Score -6808456 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6808540.000000 Penalty: 1082.088379
	Iteration 194Q: 3 clusters Score -6808540 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124706 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -6808624.500000 Penalty: 1082.088379
	Iteration 195Q: 3 clusters Score -6808624 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125364 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -6808730.000000 Penalty: 1082.088379
	Iteration 196Q: 3 clusters Score -6808730 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -6808795.000000 Penalty: 1082.088379
	Iteration 197Q: 3 clusters Score -6808795 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6808885.500000 Penalty: 1082.088379
	Iteration 198Q: 3 clusters Score -6808886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127487 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -6809002.500000 Penalty: 1082.088379
	Iteration 199Q: 3 clusters Score -6809002 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128224 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -6809092.000000 Penalty: 1082.088379
	Iteration 200F: 3 clusters Score -6809092 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -6809226.500000 Penalty: 1082.088379
	Iteration 201Q: 3 clusters Score -6809226 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -6809324.500000 Penalty: 1082.088379
	Iteration 202Q: 3 clusters Score -6809324 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130257 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -6809439.000000 Penalty: 1082.088379
	Iteration 203Q: 3 clusters Score -6809439 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -6809524.500000 Penalty: 1082.088379
	Iteration 204Q: 3 clusters Score -6809524 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6809657.500000 Penalty: 1082.088379
	Iteration 205Q: 3 clusters Score -6809658 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132322 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -6809811.500000 Penalty: 1082.088379
	Iteration 206Q: 3 clusters Score -6809812 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -6809977.500000 Penalty: 1082.088379
	Iteration 207Q: 3 clusters Score -6809978 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133855 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -6810148.000000 Penalty: 1082.088379
	Iteration 208Q: 3 clusters Score -6810148 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134624 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -6810355.500000 Penalty: 1082.088379
	Iteration 209Q: 3 clusters Score -6810356 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135382 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -6810524.500000 Penalty: 1082.088379
	Iteration 210Q: 3 clusters Score -6810524 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -6810722.500000 Penalty: 1082.088379
	Iteration 211Q: 3 clusters Score -6810722 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6810911.500000 Penalty: 1082.088379
	Iteration 212Q: 3 clusters Score -6810912 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137683 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6811130.500000 Penalty: 1082.088379
	Iteration 213Q: 3 clusters Score -6811130 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -6811352.500000 Penalty: 1082.088379
	Iteration 214Q: 3 clusters Score -6811352 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139230 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -6811560.500000 Penalty: 1082.088379
	Iteration 215Q: 3 clusters Score -6811560 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139896 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -6811734.000000 Penalty: 1082.088379
	Iteration 216Q: 3 clusters Score -6811734 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140581 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6811913.500000 Penalty: 1082.088379
	Iteration 217Q: 3 clusters Score -6811914 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6812120.500000 Penalty: 1082.088379
	Iteration 218Q: 3 clusters Score -6812120 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6812332.000000 Penalty: 1082.088379
	Iteration 219Q: 3 clusters Score -6812332 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6812488.500000 Penalty: 1082.088379
	Iteration 220F: 3 clusters Score -6812488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142904 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6812648.500000 Penalty: 1082.088379
	Iteration 221Q: 3 clusters Score -6812648 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6812814.500000 Penalty: 1082.088379
	Iteration 222Q: 3 clusters Score -6812814 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143791 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6812915.000000 Penalty: 1082.088379
	Iteration 223Q: 3 clusters Score -6812915 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6813004.000000 Penalty: 1082.088379
	Iteration 224Q: 3 clusters Score -6813004 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6813099.500000 Penalty: 1082.088379
	Iteration 225Q: 3 clusters Score -6813100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144701 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6813167.500000 Penalty: 1082.088379
	Iteration 226Q: 3 clusters Score -6813168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6813236.000000 Penalty: 1082.088379
	Iteration 227Q: 3 clusters Score -6813236 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6813290.000000 Penalty: 1082.088379
	Iteration 228Q: 3 clusters Score -6813290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6813336.000000 Penalty: 1082.088379
	Iteration 229Q: 3 clusters Score -6813336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6813371.000000 Penalty: 1082.088379
	Iteration 230Q: 3 clusters Score -6813371 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6813406.000000 Penalty: 1082.088379
	Iteration 231Q: 3 clusters Score -6813406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145512 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6813418.500000 Penalty: 1082.088379
	Iteration 232Q: 3 clusters Score -6813418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6813428.500000 Penalty: 1082.088379
	Iteration 233Q: 3 clusters Score -6813428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6813443.500000 Penalty: 1082.088379
	Iteration 234Q: 3 clusters Score -6813444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6813457.000000 Penalty: 1082.088379
	Iteration 235Q: 3 clusters Score -6813457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145642 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6813466.500000 Penalty: 1082.088379
	Iteration 236Q: 3 clusters Score -6813466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145655 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6813480.000000 Penalty: 1082.088379
	Iteration 237Q: 3 clusters Score -6813480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6813488.000000 Penalty: 1082.088379
	Iteration 238Q: 3 clusters Score -6813488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6813492.000000 Penalty: 1082.088379
	Iteration 239Q: 3 clusters Score -6813492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6813498.000000 Penalty: 1082.088379
	Iteration 240F: 3 clusters Score -6813498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6813502.500000 Penalty: 1082.088379
	Iteration 241Q: 3 clusters Score -6813502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6813510.000000 Penalty: 1082.088379
	Iteration 242Q: 3 clusters Score -6813510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145716 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6813514.000000 Penalty: 1082.088379
	Iteration 243Q: 3 clusters Score -6813514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6813508.000000 Penalty: 1082.088379
	Iteration 244Q: 3 clusters Score -6813508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6813514.500000 Penalty: 1082.088379
	Iteration 245Q: 3 clusters Score -6813514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6813512.500000 Penalty: 1082.088379
	Iteration 246Q: 3 clusters Score -6813512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6813517.500000 Penalty: 1082.088379
	Iteration 247Q: 3 clusters Score -6813518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6813523.000000 Penalty: 1082.088379
	Iteration 248Q: 3 clusters Score -6813523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6813519.500000 Penalty: 1082.088379
	Iteration 249Q: 3 clusters Score -6813520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6813521.000000 Penalty: 1082.088379
	Iteration 250Q: 3 clusters Score -6813521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6813522.500000 Penalty: 1082.088379
	Iteration 251Q: 3 clusters Score -6813522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6813524.000000 Penalty: 1082.088379
	Iteration 252Q: 3 clusters Score -6813524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6813529.500000 Penalty: 1082.088379
	Iteration 253Q: 3 clusters Score -6813530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6813530.000000 Penalty: 1082.088379
	Iteration 254Q: 3 clusters Score -6813530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6813531.000000 Penalty: 1082.088379
	Iteration 255Q: 3 clusters Score -6813531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6813532.000000 Penalty: 1082.088379
	Iteration 256Q: 3 clusters Score -6813532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145748 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6813535.000000 Penalty: 1082.088379
	Iteration 257Q: 3 clusters Score -6813535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6813533.000000 Penalty: 1082.088379
	Iteration 258Q: 3 clusters Score -6813533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6813536.000000 Penalty: 1082.088379
	Iteration 259Q: 3 clusters Score -6813536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6813538.500000 Penalty: 1082.088379
	Iteration 260F: 3 clusters Score -6813538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6813538.500000 Penalty: 1082.088379
	Iteration 261Q: 3 clusters Score -6813538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6813539.500000 Penalty: 1082.088379
	Iteration 262Q: 3 clusters Score -6813540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6813539.500000 Penalty: 1082.088379
	Iteration 263F: 3 clusters Score -6813540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -28266.097656 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -28266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27648.279297 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -27648.28 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -27821.425781 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -27821.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -27871.017578 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -27871.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27913.574219 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -27913.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27949.250000 Penalty: 594.044189
	Iteration 4Q: 3 clusters Score -27949.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27972.416016 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -27972.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27983.337891 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -27983.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27997.085938 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -27997.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28011.275391 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -28011.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28020.623047 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -28020.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28032.937500 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -28032.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28042.765625 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -28042.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28054.035156 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -28054.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28066.410156 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -28066.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28081.404297 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -28081.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28095.101562 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -28095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28102.625000 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -28102.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28108.728516 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -28108.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28111.103516 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -28111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28112.986328 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -28112.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -28116.281250 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -28116.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28121.507812 Penalty: 594.044189
	Iteration 21Q: 3 clusters Score -28121.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28127.013672 Penalty: 594.044189
	Iteration 22Q: 3 clusters Score -28127.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28129.669922 Penalty: 594.044189
	Iteration 23Q: 3 clusters Score -28129.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28131.535156 Penalty: 594.044189
	Iteration 24Q: 3 clusters Score -28131.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28132.537109 Penalty: 594.044189
	Iteration 25Q: 3 clusters Score -28132.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28132.986328 Penalty: 594.044189
	Iteration 26Q: 3 clusters Score -28132.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28133.263672 Penalty: 594.044189
	Iteration 27Q: 3 clusters Score -28133.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28133.263672 Penalty: 594.044189
	Iteration 28F: 3 clusters Score -28133.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -32673.845703 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -32673.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32014.564453 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -32014.56 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32416.437500 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -32416.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32636.365234 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -32636.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32774.449219 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -32774.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32820.519531 Penalty: 608.640259
	Iteration 4Q: 3 clusters Score -32820.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32841.589844 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -32841.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32853.113281 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -32853.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -32864.996094 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -32865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -32873.414062 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -32873.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -32875.863281 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -32875.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -32875.863281 Penalty: 608.640259
	Iteration 10F: 3 clusters Score -32875.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 237 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 392 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 157969 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 5817 members 
Mstep: Class 17 contains 101110 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 15945 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 145959 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 728 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 3048 members 
Mstep: Class 26 contains 321 members 
Mstep: Class 27 contains 2595 members 
Mstep: Class 28 contains 75 members 
Entering Unmasked Estep 
Score: -23235646.000000 Penalty: 16768.777344
Splitting cluster 23 changes total score from -23235734.000000 to -23235646.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (52 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Entering Unmasked Estep 
Score: -1707.066162 Penalty: 179.781586
	Iteration 0F: 2 clusters Score -1707.066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1562.976196 Penalty: 359.563171
	Iteration 0F: 3 clusters Score -1562.976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1576.021851 Penalty: 359.563171
	Iteration 1F: 3 clusters Score -1576.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1582.084229 Penalty: 359.563171
	Iteration 2Q: 3 clusters Score -1582.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1586.065796 Penalty: 359.563171
	Iteration 3Q: 3 clusters Score -1586.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1586.065796 Penalty: 359.563171
	Iteration 4F: 3 clusters Score -1586.066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -136268.687500 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -136268.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -134096.500000 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -134096.5 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -134817.109375 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -134817.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -134904.015625 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -134904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -134966.390625 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -134966.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -135009.750000 Penalty: 730.023926
	Iteration 4Q: 3 clusters Score -135009.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -135039.593750 Penalty: 730.023926
	Iteration 5Q: 3 clusters Score -135039.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -135064.921875 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -135064.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -135084.015625 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -135084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -135102.312500 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -135102.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -135124.015625 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -135124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -135151.734375 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -135151.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -135197.218750 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -135197.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -135245.046875 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -135245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -135313.156250 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -135313.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -135407.203125 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -135407.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135534.750000 Penalty: 730.023926
	Iteration 15F: 3 clusters Score -135534.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135669.781250 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -135669.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135739.828125 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -135739.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135799.093750 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -135799.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135834.359375 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -135834.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135859.156250 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -135859.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135882.843750 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -135882.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135898.515625 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -135898.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135912.640625 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -135912.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135930.937500 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -135930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135939.500000 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -135939.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135950.171875 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -135950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135961.312500 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -135961.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135971.718750 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -135971.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135983.343750 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -135983.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135989.562500 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -135989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135993.187500 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -135993.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135995.890625 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -135995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135998.687500 Penalty: 730.023926
	Iteration 33Q: 3 clusters Score -135998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -136000.890625 Penalty: 730.023926
	Iteration 34Q: 3 clusters Score -136000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136002.578125 Penalty: 730.023926
	Iteration 35Q: 3 clusters Score -136002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136005.359375 Penalty: 730.023926
	Iteration 36Q: 3 clusters Score -136005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136010.156250 Penalty: 730.023926
	Iteration 37Q: 3 clusters Score -136010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -136014.343750 Penalty: 730.023926
	Iteration 38Q: 3 clusters Score -136014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136015.890625 Penalty: 730.023926
	Iteration 39Q: 3 clusters Score -136015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136016.359375 Penalty: 730.023926
	Iteration 40F: 3 clusters Score -136016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136018.296875 Penalty: 730.023926
	Iteration 41Q: 3 clusters Score -136018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136019.750000 Penalty: 730.023926
	Iteration 42Q: 3 clusters Score -136019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136023.359375 Penalty: 730.023926
	Iteration 43Q: 3 clusters Score -136023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136026.078125 Penalty: 730.023926
	Iteration 44Q: 3 clusters Score -136026.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136029.765625 Penalty: 730.023926
	Iteration 45Q: 3 clusters Score -136029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136032.968750 Penalty: 730.023926
	Iteration 46Q: 3 clusters Score -136033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136040.515625 Penalty: 730.023926
	Iteration 47Q: 3 clusters Score -136040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136045.953125 Penalty: 730.023926
	Iteration 48Q: 3 clusters Score -136046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136049.171875 Penalty: 730.023926
	Iteration 49Q: 3 clusters Score -136049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136050.390625 Penalty: 730.023926
	Iteration 50Q: 3 clusters Score -136050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136052.609375 Penalty: 730.023926
	Iteration 51Q: 3 clusters Score -136052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136053.156250 Penalty: 730.023926
	Iteration 52Q: 3 clusters Score -136053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136053.156250 Penalty: 730.023926
	Iteration 53Q: 3 clusters Score -136053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136053.984375 Penalty: 730.023926
	Iteration 54Q: 3 clusters Score -136054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -136054.218750 Penalty: 730.023926
	Iteration 55Q: 3 clusters Score -136054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136054.734375 Penalty: 730.023926
	Iteration 56Q: 3 clusters Score -136054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136054.750000 Penalty: 730.023926
	Iteration 57Q: 3 clusters Score -136054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136054.750000 Penalty: 730.023926
	Iteration 58F: 3 clusters Score -136054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -13592.337891 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -13592.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13215.757812 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -13215.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13310.109375 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -13310.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13329.022461 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -13329.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13333.184570 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -13333.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13335.550781 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -13335.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13337.285156 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -13337.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13337.285156 Penalty: 525.201111
	Iteration 6F: 3 clusters Score -13337.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -128831.726562 Penalty: 357.691071
	Iteration 0F: 2 clusters Score -128831.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -127007.039062 Penalty: 715.382141
	Iteration 0F: 3 clusters Score -127007 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127619.890625 Penalty: 715.382141
	Iteration 1F: 3 clusters Score -127619.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -127676.398438 Penalty: 715.382141
	Iteration 2F: 3 clusters Score -127676.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -127737.554688 Penalty: 715.382141
	Iteration 3Q: 3 clusters Score -127737.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -127803.007812 Penalty: 715.382141
	Iteration 4Q: 3 clusters Score -127803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -127886.718750 Penalty: 715.382141
	Iteration 5Q: 3 clusters Score -127886.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -127995.046875 Penalty: 715.382141
	Iteration 6F: 3 clusters Score -127995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128124.585938 Penalty: 715.382141
	Iteration 7F: 3 clusters Score -128124.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -128231.312500 Penalty: 715.382141
	Iteration 8F: 3 clusters Score -128231.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -128319.226562 Penalty: 715.382141
	Iteration 9Q: 3 clusters Score -128319.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -128372.351562 Penalty: 715.382141
	Iteration 10Q: 3 clusters Score -128372.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -128401.781250 Penalty: 715.382141
	Iteration 11Q: 3 clusters Score -128401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -128415.726562 Penalty: 715.382141
	Iteration 12Q: 3 clusters Score -128415.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -128427.710938 Penalty: 715.382141
	Iteration 13Q: 3 clusters Score -128427.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -128436.820312 Penalty: 715.382141
	Iteration 14Q: 3 clusters Score -128436.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -128441.531250 Penalty: 715.382141
	Iteration 15Q: 3 clusters Score -128441.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -128448.445312 Penalty: 715.382141
	Iteration 16Q: 3 clusters Score -128448.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -128454.210938 Penalty: 715.382141
	Iteration 17Q: 3 clusters Score -128454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -128459.390625 Penalty: 715.382141
	Iteration 18Q: 3 clusters Score -128459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -128464.578125 Penalty: 715.382141
	Iteration 19Q: 3 clusters Score -128464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -128473.359375 Penalty: 715.382141
	Iteration 20F: 3 clusters Score -128473.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -128481.234375 Penalty: 715.382141
	Iteration 21Q: 3 clusters Score -128481.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -128485.140625 Penalty: 715.382141
	Iteration 22Q: 3 clusters Score -128485.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -128488.367188 Penalty: 715.382141
	Iteration 23Q: 3 clusters Score -128488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -128490.500000 Penalty: 715.382141
	Iteration 24Q: 3 clusters Score -128490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -128492.695312 Penalty: 715.382141
	Iteration 25Q: 3 clusters Score -128492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -128493.523438 Penalty: 715.382141
	Iteration 26Q: 3 clusters Score -128493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -128493.835938 Penalty: 715.382141
	Iteration 27Q: 3 clusters Score -128493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -128494.109375 Penalty: 715.382141
	Iteration 28Q: 3 clusters Score -128494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -128494.000000 Penalty: 715.382141
	Iteration 29Q: 3 clusters Score -128494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -128494.000000 Penalty: 715.382141
	Iteration 30F: 3 clusters Score -128494 nChanged 0
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69770672.000000 Penalty: 17519.539062
23->28 Clusters: Score -69770672.000000, best is -69791832.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 22521 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 22620 members 
Mstep: Class 8 contains 22609 members 
Mstep: Class 9 contains 22516 members 
Mstep: Class 10 contains 22809 members 
Mstep: Class 11 contains 22637 members 
Mstep: Class 12 contains 22503 members 
Mstep: Class 13 contains 22511 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 22650 members 
Mstep: Class 16 contains 22553 members 
Mstep: Class 17 contains 22798 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 22687 members 
Mstep: Class 20 contains 22511 members 
Mstep: Class 21 contains 22656 members 
Mstep: Class 22 contains 22856 members 
Mstep: Class 23 contains 22727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 0.000000 but Gain 598.885742
Score: -20078058.000000 Penalty: 13175.466797
Iteration 0F: 23 clusters Score -2.007806e+07 nChanged 497561
Entering Unmasked Mstep 
Mstep: Class 0 contains 2804 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30292 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 20026 members 
Mstep: Class 6 contains 32832 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 315890 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 22469 members 
Mstep: Class 13 contains 52733 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 50 members 
Mstep: Class 17 contains 12643 members 
Mstep: Class 18 contains 1 members 
Deleted class 18: not enough members
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 209 members 
Mstep: Class 21 contains 11425 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 71 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 27.831745 but Gain 598.884766
Score: -22625748.000000 Penalty: 11977.697266
Iteration 1F: 21 clusters Score -2.262575e+07 nChanged 138009
Entering Unmasked Mstep 
Mstep: Class 0 contains 2174 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14954 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 998 members 
Mstep: Class 5 contains 16505 members 
Mstep: Class 6 contains 53565 members 
Mstep: Class 7 contains 3072 members 
Mstep: Class 8 contains 267 members 
Mstep: Class 9 contains 352088 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 25872 members 
Mstep: Class 13 contains 28676 members 
Mstep: Class 14 contains 318 members 
Mstep: Class 15 contains 161 members 
Mstep: Class 16 contains 70 members 
Mstep: Class 17 contains 8485 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 76 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 26.256901 but Gain 598.884766
Score: -22861134.000000 Penalty: 11378.812500
Iteration 2F: 20 clusters Score -2.286113e+07 nChanged 77526
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6301 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 312 members 
Mstep: Class 5 contains 12174 members 
Mstep: Class 6 contains 75935 members 
Mstep: Class 7 contains 3227 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 354605 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 34902 members 
Mstep: Class 13 contains 13982 members 
Mstep: Class 14 contains 86 members 
Mstep: Class 15 contains 111 members 
Mstep: Class 16 contains 78 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 104.038536 but Gain 598.884766
Score: -22997218.000000 Penalty: 10779.927734
Iteration 3F: 19 clusters Score -2.299722e+07 nChanged 39508
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 115 members 
Mstep: Class 5 contains 9735 members 
Mstep: Class 6 contains 88569 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 1220 members 
Mstep: Class 9 contains 351335 members 
Mstep: Class 11 contains 1585 members 
Mstep: Class 12 contains 43319 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 15 contains 118 members 
Mstep: Class 16 contains 106 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 92.893265 but Gain 598.884766
Score: -23042582.000000 Penalty: 10181.042969
Iteration 4F: 18 clusters Score -2.304258e+07 nChanged 21992
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 5 contains 9766 members 
Mstep: Class 6 contains 95510 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 1209 members 
Mstep: Class 9 contains 344742 members 
Mstep: Class 11 contains 1479 members 
Mstep: Class 12 contains 49829 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 15 contains 140 members 
Mstep: Class 16 contains 130 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 21 contains 2977 members 
Mstep: Class 22 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 198.412323 but Gain 598.884766
Score: -23068240.000000 Penalty: 9582.158203
Iteration 5Q: 17 clusters Score -2.306824e+07 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 5 contains 11032 members 
Mstep: Class 6 contains 99515 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 337729 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 54272 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 15 contains 157 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 21 contains 2929 members 
Mstep: Class 22 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 309.420105 but Gain 598.884766
Score: -23084054.000000 Penalty: 8983.273438
Iteration 6Q: 16 clusters Score -2.308405e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 5 contains 12641 members 
Mstep: Class 6 contains 101938 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 9 contains 331625 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 57010 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 21 contains 2891 members 
Mstep: Class 22 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 358.256531 but Gain 598.884766
Score: -23093500.000000 Penalty: 8384.388672
Iteration 7Q: 15 clusters Score -2.30935e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 5 contains 14382 members 
Mstep: Class 6 contains 103441 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 326549 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 58955 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 21 contains 2855 members 
Mstep: Class 22 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 531.149597 but Gain 598.885254
Score: -23100728.000000 Penalty: 7785.503418
Iteration 8Q: 14 clusters Score -2.310073e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 5 contains 16115 members 
Mstep: Class 6 contains 104356 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 322075 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 60430 members 
Mstep: Class 13 contains 3025 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 2672 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23107662.000000 Penalty: 7785.503418
Iteration 9Q: 14 clusters Score -2.310766e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 5 contains 17878 members 
Mstep: Class 6 contains 104855 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 318338 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 61385 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23112522.000000 Penalty: 7785.503418
Iteration 10Q: 14 clusters Score -2.311252e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 5 contains 19571 members 
Mstep: Class 6 contains 105122 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 315154 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 62123 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23116412.000000 Penalty: 7785.503418
Iteration 11Q: 14 clusters Score -2.311641e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 5 contains 21143 members 
Mstep: Class 6 contains 105298 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 312391 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 62764 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23119536.000000 Penalty: 7785.503418
Iteration 12Q: 14 clusters Score -2.311954e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 5 contains 22595 members 
Mstep: Class 6 contains 105381 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 309918 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 63349 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 3637 members 
Mstep: Class 21 contains 2830 members 
Mstep: Class 22 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23122434.000000 Penalty: 7785.503418
Iteration 13Q: 14 clusters Score -2.312243e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 5 contains 23979 members 
Mstep: Class 6 contains 105401 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 307555 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 63926 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 3837 members 
Mstep: Class 21 contains 2833 members 
Mstep: Class 22 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23124962.000000 Penalty: 7785.503418
Iteration 14Q: 14 clusters Score -2.312496e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 5 contains 25269 members 
Mstep: Class 6 contains 105373 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 305344 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 64474 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23127234.000000 Penalty: 7785.503418
Iteration 15Q: 14 clusters Score -2.312723e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 105305 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 303424 members 
Mstep: Class 11 contains 1405 members 
Mstep: Class 12 contains 64960 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23128872.000000 Penalty: 7785.503418
Iteration 16Q: 14 clusters Score -2.312887e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 5 contains 27597 members 
Mstep: Class 6 contains 105241 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 301581 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 65457 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23130498.000000 Penalty: 7785.503418
Iteration 17Q: 14 clusters Score -2.31305e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 5 contains 28578 members 
Mstep: Class 6 contains 105168 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 299980 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 65910 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23131668.000000 Penalty: 7785.503418
Iteration 18Q: 14 clusters Score -2.313167e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 5 contains 29454 members 
Mstep: Class 6 contains 105085 members 
Mstep: Class 7 contains 3692 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 298533 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 66304 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 4102 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23132900.000000 Penalty: 7785.503418
Iteration 19Q: 14 clusters Score -2.31329e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 5 contains 30240 members 
Mstep: Class 6 contains 105044 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 1144 members 
Mstep: Class 9 contains 297223 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 66635 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 16 contains 193 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 2013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23137002.000000 Penalty: 7785.503418
Iteration 20F: 14 clusters Score -2.3137e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 5 contains 32664 members 
Mstep: Class 6 contains 105056 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 293708 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 66557 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 21 contains 2830 members 
Mstep: Class 22 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23142218.000000 Penalty: 7785.503418
Iteration 21Q: 14 clusters Score -2.314222e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 5 contains 35052 members 
Mstep: Class 6 contains 105032 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 289876 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 66751 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 21 contains 2827 members 
Mstep: Class 22 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23146946.000000 Penalty: 7785.503418
Iteration 22Q: 14 clusters Score -2.314695e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 5 contains 37501 members 
Mstep: Class 6 contains 104982 members 
Mstep: Class 7 contains 4908 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 285832 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 66932 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23150876.000000 Penalty: 7785.503418
Iteration 23Q: 14 clusters Score -2.315088e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 5 contains 39907 members 
Mstep: Class 6 contains 104946 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 281792 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 67035 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4174 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 5404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23154216.000000 Penalty: 7785.503418
Iteration 24Q: 14 clusters Score -2.315422e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 5 contains 42226 members 
Mstep: Class 6 contains 104965 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 277894 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 67114 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 21 contains 2816 members 
Mstep: Class 22 contains 6420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23156916.000000 Penalty: 7785.503418
Iteration 25Q: 14 clusters Score -2.315692e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 5 contains 44553 members 
Mstep: Class 6 contains 104945 members 
Mstep: Class 7 contains 5960 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 274193 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67193 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23159204.000000 Penalty: 7785.503418
Iteration 26Q: 14 clusters Score -2.31592e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 104943 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 270527 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67284 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160808.000000 Penalty: 7785.503418
Iteration 27Q: 14 clusters Score -2.316081e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 5 contains 49295 members 
Mstep: Class 6 contains 104946 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 266938 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67355 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 21 contains 2807 members 
Mstep: Class 22 contains 9058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23160946.000000 Penalty: 7785.503418
Iteration 28Q: 14 clusters Score -2.316095e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 5 contains 51675 members 
Mstep: Class 6 contains 105014 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 263293 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67511 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 9871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161488.000000 Penalty: 7785.503418
Iteration 29Q: 14 clusters Score -2.316149e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 5 contains 54065 members 
Mstep: Class 6 contains 105113 members 
Mstep: Class 7 contains 6926 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 259664 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67674 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4191 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 10581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161538.000000 Penalty: 7785.503418
Iteration 30Q: 14 clusters Score -2.316154e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 5 contains 56426 members 
Mstep: Class 6 contains 105264 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 256089 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 67903 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 11209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161610.000000 Penalty: 7785.503418
Iteration 31Q: 14 clusters Score -2.316161e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 5 contains 58886 members 
Mstep: Class 6 contains 105421 members 
Mstep: Class 7 contains 7321 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 252411 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 68149 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 21 contains 2791 members 
Mstep: Class 22 contains 11818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23161658.000000 Penalty: 7785.503418
Iteration 32Q: 14 clusters Score -2.316166e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 5 contains 61410 members 
Mstep: Class 6 contains 105578 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 248817 members 
Mstep: Class 11 contains 1407 members 
Mstep: Class 12 contains 68345 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 12318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23162334.000000 Penalty: 7785.503418
Iteration 33Q: 14 clusters Score -2.316233e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 5 contains 63950 members 
Mstep: Class 6 contains 105737 members 
Mstep: Class 7 contains 7688 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 245261 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 68581 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 12750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163018.000000 Penalty: 7785.503418
Iteration 34Q: 14 clusters Score -2.316302e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 5 contains 66598 members 
Mstep: Class 6 contains 105924 members 
Mstep: Class 7 contains 7824 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 241633 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 68846 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163904.000000 Penalty: 7785.503418
Iteration 35Q: 14 clusters Score -2.31639e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 5 contains 69256 members 
Mstep: Class 6 contains 106073 members 
Mstep: Class 7 contains 7930 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 238220 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69038 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 21 contains 2780 members 
Mstep: Class 22 contains 13443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23164420.000000 Penalty: 7785.503418
Iteration 36Q: 14 clusters Score -2.316442e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 5 contains 72006 members 
Mstep: Class 6 contains 106239 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 234833 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69160 members 
Mstep: Class 13 contains 3025 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 21 contains 2778 members 
Mstep: Class 22 contains 13706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23165006.000000 Penalty: 7785.503418
Iteration 37Q: 14 clusters Score -2.316501e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 5 contains 75009 members 
Mstep: Class 6 contains 106376 members 
Mstep: Class 7 contains 8103 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 231361 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69192 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 21 contains 2772 members 
Mstep: Class 22 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23165780.000000 Penalty: 7785.503418
Iteration 38Q: 14 clusters Score -2.316578e+07 nChanged 4496
Entering ConstructFrom: 
Score: -23165780.000000 Penalty: 7785.503418
Entering ConstructFrom: 
Trying to split cluster 1 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -156859.890625 Penalty: 372.862549
	Iteration 0F: 2 clusters Score -156859.9 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 1800 members 
Entering Unmasked Estep 
Score: -154454.093750 Penalty: 745.725098
	Iteration 0F: 3 clusters Score -154454.1 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -155949.875000 Penalty: 745.725098
	Iteration 1F: 3 clusters Score -155949.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -156799.171875 Penalty: 745.725098
	Iteration 2F: 3 clusters Score -156799.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -157509.656250 Penalty: 745.725098
	Iteration 3F: 3 clusters Score -157509.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -157984.953125 Penalty: 745.725098
	Iteration 4F: 3 clusters Score -157985 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -158201.984375 Penalty: 745.725098
	Iteration 5F: 3 clusters Score -158202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -158304.109375 Penalty: 745.725098
	Iteration 6Q: 3 clusters Score -158304.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -158375.453125 Penalty: 745.725098
	Iteration 7Q: 3 clusters Score -158375.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -158422.156250 Penalty: 745.725098
	Iteration 8Q: 3 clusters Score -158422.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -158443.734375 Penalty: 745.725098
	Iteration 9Q: 3 clusters Score -158443.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -158453.046875 Penalty: 745.725098
	Iteration 10Q: 3 clusters Score -158453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -158457.640625 Penalty: 745.725098
	Iteration 11Q: 3 clusters Score -158457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -158458.796875 Penalty: 745.725098
	Iteration 12Q: 3 clusters Score -158458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -158460.703125 Penalty: 745.725098
	Iteration 13Q: 3 clusters Score -158460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -158461.671875 Penalty: 745.725098
	Iteration 14Q: 3 clusters Score -158461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -158461.687500 Penalty: 745.725098
	Iteration 15Q: 3 clusters Score -158461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -158461.968750 Penalty: 745.725098
	Iteration 16Q: 3 clusters Score -158462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -158462.421875 Penalty: 745.725098
	Iteration 17Q: 3 clusters Score -158462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -158462.859375 Penalty: 745.725098
	Iteration 18Q: 3 clusters Score -158462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -158462.859375 Penalty: 745.725098
	Iteration 19F: 3 clusters Score -158462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 5 contains 78164 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 8162 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23167264.000000 Penalty: 8384.388672
Splitting cluster 1 changes total score from -23165780.000000 to -23167264.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (78164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Entering Unmasked Estep 
Score: -3662325.000000 Penalty: 512.628662
	Iteration 0F: 2 clusters Score -3662325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3609536.500000 Penalty: 1025.257324
	Iteration 0F: 3 clusters Score -3609536 nChanged 38067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -3632752.750000 Penalty: 1025.257324
	Iteration 1F: 3 clusters Score -3632753 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -3635414.750000 Penalty: 1025.257324
	Iteration 2F: 3 clusters Score -3635415 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -3640598.250000 Penalty: 1025.257324
	Iteration 3F: 3 clusters Score -3640598 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -3648586.750000 Penalty: 1025.257324
	Iteration 4F: 3 clusters Score -3648587 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -3656197.500000 Penalty: 1025.257324
	Iteration 5F: 3 clusters Score -3656198 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -3660557.250000 Penalty: 1025.257324
	Iteration 6Q: 3 clusters Score -3660557 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -3662495.250000 Penalty: 1025.257324
	Iteration 7Q: 3 clusters Score -3662495 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -3663072.250000 Penalty: 1025.257324
	Iteration 8Q: 3 clusters Score -3663072 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -3663240.750000 Penalty: 1025.257324
	Iteration 9Q: 3 clusters Score -3663241 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -3663307.250000 Penalty: 1025.257324
	Iteration 10Q: 3 clusters Score -3663307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -3663335.250000 Penalty: 1025.257324
	Iteration 11Q: 3 clusters Score -3663335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -3663345.250000 Penalty: 1025.257324
	Iteration 12Q: 3 clusters Score -3663345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -3663354.500000 Penalty: 1025.257324
	Iteration 13Q: 3 clusters Score -3663354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -3663360.250000 Penalty: 1025.257324
	Iteration 14Q: 3 clusters Score -3663360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -3663364.750000 Penalty: 1025.257324
	Iteration 15Q: 3 clusters Score -3663365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -3663357.500000 Penalty: 1025.257324
	Iteration 16Q: 3 clusters Score -3663358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -3663359.250000 Penalty: 1025.257324
	Iteration 17Q: 3 clusters Score -3663359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -3663358.500000 Penalty: 1025.257324
	Iteration 18Q: 3 clusters Score -3663358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -3663356.250000 Penalty: 1025.257324
	Iteration 19Q: 3 clusters Score -3663356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -3663365.500000 Penalty: 1025.257324
	Iteration 20F: 3 clusters Score -3663366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -3663367.000000 Penalty: 1025.257324
	Iteration 21Q: 3 clusters Score -3663367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -3663365.250000 Penalty: 1025.257324
	Iteration 22Q: 3 clusters Score -3663365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -3663365.000000 Penalty: 1025.257324
	Iteration 23Q: 3 clusters Score -3663365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -3663367.750000 Penalty: 1025.257324
	Iteration 24Q: 3 clusters Score -3663368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -3663370.750000 Penalty: 1025.257324
	Iteration 25Q: 3 clusters Score -3663371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -3663369.000000 Penalty: 1025.257324
	Iteration 26Q: 3 clusters Score -3663369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -3663371.000000 Penalty: 1025.257324
	Iteration 27Q: 3 clusters Score -3663371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -3663371.000000 Penalty: 1025.257324
	Iteration 28F: 3 clusters Score -3663371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 8162 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23168190.000000 Penalty: 8983.273438
Splitting cluster 5 changes total score from -23165780.000000 to -23168190.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 6 (106526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Entering Unmasked Estep 
Score: -4993163.000000 Penalty: 526.714539
	Iteration 0F: 2 clusters Score -4993163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -4921898.500000 Penalty: 1053.429077
	Iteration 0F: 3 clusters Score -4921898 nChanged 52273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -4952749.500000 Penalty: 1053.429077
	Iteration 1F: 3 clusters Score -4952750 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -4954375.500000 Penalty: 1053.429077
	Iteration 2Q: 3 clusters Score -4954376 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -4957738.500000 Penalty: 1053.429077
	Iteration 3F: 3 clusters Score -4957738 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -4964137.500000 Penalty: 1053.429077
	Iteration 4F: 3 clusters Score -4964138 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -4974017.500000 Penalty: 1053.429077
	Iteration 5F: 3 clusters Score -4974018 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -4983868.500000 Penalty: 1053.429077
	Iteration 6F: 3 clusters Score -4983868 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -4989828.500000 Penalty: 1053.429077
	Iteration 7F: 3 clusters Score -4989828 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -4991966.500000 Penalty: 1053.429077
	Iteration 8Q: 3 clusters Score -4991966 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -4992530.500000 Penalty: 1053.429077
	Iteration 9Q: 3 clusters Score -4992530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -4992642.500000 Penalty: 1053.429077
	Iteration 10Q: 3 clusters Score -4992642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -4992671.500000 Penalty: 1053.429077
	Iteration 11Q: 3 clusters Score -4992672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -4992695.000000 Penalty: 1053.429077
	Iteration 12Q: 3 clusters Score -4992695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -4992708.500000 Penalty: 1053.429077
	Iteration 13Q: 3 clusters Score -4992708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -4992710.000000 Penalty: 1053.429077
	Iteration 14Q: 3 clusters Score -4992710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -4992710.000000 Penalty: 1053.429077
	Iteration 15F: 3 clusters Score -4992710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -344913.187500 Penalty: 409.829620
	Iteration 0F: 2 clusters Score -344913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -339452.843750 Penalty: 819.659241
	Iteration 0F: 3 clusters Score -339452.8 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -341681.218750 Penalty: 819.659241
	Iteration 1F: 3 clusters Score -341681.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -341993.406250 Penalty: 819.659241
	Iteration 2F: 3 clusters Score -341993.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -342549.843750 Penalty: 819.659241
	Iteration 3F: 3 clusters Score -342549.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -343720.781250 Penalty: 819.659241
	Iteration 4F: 3 clusters Score -343720.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -344751.937500 Penalty: 819.659241
	Iteration 5F: 3 clusters Score -344751.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -345168.968750 Penalty: 819.659241
	Iteration 6F: 3 clusters Score -345169 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -345312.062500 Penalty: 819.659241
	Iteration 7Q: 3 clusters Score -345312.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -345368.906250 Penalty: 819.659241
	Iteration 8Q: 3 clusters Score -345368.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -345386.875000 Penalty: 819.659241
	Iteration 9Q: 3 clusters Score -345386.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -345394.843750 Penalty: 819.659241
	Iteration 10Q: 3 clusters Score -345394.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -345404.156250 Penalty: 819.659241
	Iteration 11Q: 3 clusters Score -345404.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -345411.562500 Penalty: 819.659241
	Iteration 12Q: 3 clusters Score -345411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -345413.625000 Penalty: 819.659241
	Iteration 13Q: 3 clusters Score -345413.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -345414.312500 Penalty: 819.659241
	Iteration 14Q: 3 clusters Score -345414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -345415.656250 Penalty: 819.659241
	Iteration 15Q: 3 clusters Score -345415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -345417.875000 Penalty: 819.659241
	Iteration 16Q: 3 clusters Score -345417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -345418.875000 Penalty: 819.659241
	Iteration 17Q: 3 clusters Score -345418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -345419.468750 Penalty: 819.659241
	Iteration 18Q: 3 clusters Score -345419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -345419.125000 Penalty: 819.659241
	Iteration 19Q: 3 clusters Score -345419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -345419.312500 Penalty: 819.659241
	Iteration 20F: 3 clusters Score -345419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23168568.000000 Penalty: 9582.158203
Splitting cluster 7 changes total score from -23165780.000000 to -23168568.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -43477.179688 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -43477.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -42637.847656 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -42637.85 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -43298.093750 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -43298.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -43584.878906 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -43584.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -43717.054688 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -43717.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -43826.394531 Penalty: 639.646973
	Iteration 4F: 3 clusters Score -43826.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -43878.316406 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -43878.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -43918.929688 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -43918.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -43943.765625 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -43943.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -43962.628906 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -43962.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -43968.925781 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -43968.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -43971.332031 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -43971.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -43971.937500 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -43971.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -43972.425781 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -43972.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -43972.597656 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -43972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -43972.597656 Penalty: 639.646973
	Iteration 14F: 3 clusters Score -43972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23168772.000000 Penalty: 10181.042969
Splitting cluster 8 changes total score from -23165780.000000 to -23168772.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (227903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227903 members 
Entering Unmasked Estep 
Score: -10494284.000000 Penalty: 561.318726
	Iteration 0F: 2 clusters Score -1.049428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 114300 members 
Entering Unmasked Estep 
Score: -10387131.000000 Penalty: 1122.637451
	Iteration 0F: 3 clusters Score -1.038713e+07 nChanged 112472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -10457376.000000 Penalty: 1122.637451
	Iteration 1F: 3 clusters Score -1.045738e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94801 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -10463361.000000 Penalty: 1122.637451
	Iteration 2F: 3 clusters Score -1.046336e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -10472422.000000 Penalty: 1122.637451
	Iteration 3F: 3 clusters Score -1.047242e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 153234 members 
Entering Unmasked Estep 
Score: -10482429.000000 Penalty: 1122.637451
	Iteration 4F: 3 clusters Score -1.048243e+07 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -10490471.000000 Penalty: 1122.637451
	Iteration 5F: 3 clusters Score -1.049047e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -10496598.000000 Penalty: 1122.637451
	Iteration 6F: 3 clusters Score -1.04966e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -10500151.000000 Penalty: 1122.637451
	Iteration 7Q: 3 clusters Score -1.050015e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -10502034.000000 Penalty: 1122.637451
	Iteration 8Q: 3 clusters Score -1.050203e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -10503416.000000 Penalty: 1122.637451
	Iteration 9Q: 3 clusters Score -1.050342e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -10504294.000000 Penalty: 1122.637451
	Iteration 10Q: 3 clusters Score -1.050429e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 149287 members 
Entering Unmasked Estep 
Score: -10504914.000000 Penalty: 1122.637451
	Iteration 11Q: 3 clusters Score -1.050491e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -10505288.000000 Penalty: 1122.637451
	Iteration 12Q: 3 clusters Score -1.050529e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 146956 members 
Entering Unmasked Estep 
Score: -10505674.000000 Penalty: 1122.637451
	Iteration 13Q: 3 clusters Score -1.050567e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -10506008.000000 Penalty: 1122.637451
	Iteration 14Q: 3 clusters Score -1.050601e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -10506218.000000 Penalty: 1122.637451
	Iteration 15Q: 3 clusters Score -1.050622e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -10506401.000000 Penalty: 1122.637451
	Iteration 16Q: 3 clusters Score -1.05064e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 144644 members 
Entering Unmasked Estep 
Score: -10506656.000000 Penalty: 1122.637451
	Iteration 17Q: 3 clusters Score -1.050666e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -10506717.000000 Penalty: 1122.637451
	Iteration 18Q: 3 clusters Score -1.050672e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 144285 members 
Entering Unmasked Estep 
Score: -10506850.000000 Penalty: 1122.637451
	Iteration 19Q: 3 clusters Score -1.050685e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -10506969.000000 Penalty: 1122.637451
	Iteration 20F: 3 clusters Score -1.050697e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -10507116.000000 Penalty: 1122.637451
	Iteration 21Q: 3 clusters Score -1.050712e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -10507302.000000 Penalty: 1122.637451
	Iteration 22Q: 3 clusters Score -1.05073e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -10507543.000000 Penalty: 1122.637451
	Iteration 23Q: 3 clusters Score -1.050754e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -10507895.000000 Penalty: 1122.637451
	Iteration 24Q: 3 clusters Score -1.05079e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -10508245.000000 Penalty: 1122.637451
	Iteration 25Q: 3 clusters Score -1.050824e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 144499 members 
Entering Unmasked Estep 
Score: -10508596.000000 Penalty: 1122.637451
	Iteration 26Q: 3 clusters Score -1.05086e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 144555 members 
Entering Unmasked Estep 
Score: -10508933.000000 Penalty: 1122.637451
	Iteration 27Q: 3 clusters Score -1.050893e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -10509273.000000 Penalty: 1122.637451
	Iteration 28Q: 3 clusters Score -1.050927e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -10509710.000000 Penalty: 1122.637451
	Iteration 29Q: 3 clusters Score -1.050971e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -10510303.000000 Penalty: 1122.637451
	Iteration 30Q: 3 clusters Score -1.05103e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 144783 members 
Entering Unmasked Estep 
Score: -10510915.000000 Penalty: 1122.637451
	Iteration 31Q: 3 clusters Score -1.051092e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -10511611.000000 Penalty: 1122.637451
	Iteration 32Q: 3 clusters Score -1.051161e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -10512364.000000 Penalty: 1122.637451
	Iteration 33Q: 3 clusters Score -1.051236e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -10513083.000000 Penalty: 1122.637451
	Iteration 34Q: 3 clusters Score -1.051308e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 145022 members 
Entering Unmasked Estep 
Score: -10513929.000000 Penalty: 1122.637451
	Iteration 35Q: 3 clusters Score -1.051393e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82830 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -10515018.000000 Penalty: 1122.637451
	Iteration 36Q: 3 clusters Score -1.051502e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -10516161.000000 Penalty: 1122.637451
	Iteration 37Q: 3 clusters Score -1.051616e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -10517403.000000 Penalty: 1122.637451
	Iteration 38Q: 3 clusters Score -1.05174e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 145132 members 
Entering Unmasked Estep 
Score: -10518767.000000 Penalty: 1122.637451
	Iteration 39Q: 3 clusters Score -1.051877e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -10520103.000000 Penalty: 1122.637451
	Iteration 40F: 3 clusters Score -1.05201e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 145178 members 
Entering Unmasked Estep 
Score: -10521568.000000 Penalty: 1122.637451
	Iteration 41Q: 3 clusters Score -1.052157e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -10522945.000000 Penalty: 1122.637451
	Iteration 42Q: 3 clusters Score -1.052294e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -10524317.000000 Penalty: 1122.637451
	Iteration 43Q: 3 clusters Score -1.052432e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 144870 members 
Entering Unmasked Estep 
Score: -10525687.000000 Penalty: 1122.637451
	Iteration 44Q: 3 clusters Score -1.052569e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
Score: -10526845.000000 Penalty: 1122.637451
	Iteration 45Q: 3 clusters Score -1.052684e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 144469 members 
Entering Unmasked Estep 
Score: -10527856.000000 Penalty: 1122.637451
	Iteration 46Q: 3 clusters Score -1.052786e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -10528626.000000 Penalty: 1122.637451
	Iteration 47Q: 3 clusters Score -1.052863e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -10529063.000000 Penalty: 1122.637451
	Iteration 48Q: 3 clusters Score -1.052906e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -10529389.000000 Penalty: 1122.637451
	Iteration 49Q: 3 clusters Score -1.052939e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 144817 members 
Entering Unmasked Estep 
Score: -10529595.000000 Penalty: 1122.637451
	Iteration 50Q: 3 clusters Score -1.05296e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -10529772.000000 Penalty: 1122.637451
	Iteration 51Q: 3 clusters Score -1.052977e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 145331 members 
Entering Unmasked Estep 
Score: -10529860.000000 Penalty: 1122.637451
	Iteration 52Q: 3 clusters Score -1.052986e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 145648 members 
Entering Unmasked Estep 
Score: -10529881.000000 Penalty: 1122.637451
	Iteration 53Q: 3 clusters Score -1.052988e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 145971 members 
Entering Unmasked Estep 
Score: -10529888.000000 Penalty: 1122.637451
	Iteration 54Q: 3 clusters Score -1.052989e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81626 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -10529902.000000 Penalty: 1122.637451
	Iteration 55Q: 3 clusters Score -1.05299e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -10529893.000000 Penalty: 1122.637451
	Iteration 56Q: 3 clusters Score -1.052989e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 146861 members 
Entering Unmasked Estep 
Score: -10529910.000000 Penalty: 1122.637451
	Iteration 57Q: 3 clusters Score -1.052991e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -10529870.000000 Penalty: 1122.637451
	Iteration 58Q: 3 clusters Score -1.052987e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 147408 members 
Entering Unmasked Estep 
Score: -10529821.000000 Penalty: 1122.637451
	Iteration 59Q: 3 clusters Score -1.052982e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -10529818.000000 Penalty: 1122.637451
	Iteration 60F: 3 clusters Score -1.052982e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -10529800.000000 Penalty: 1122.637451
	Iteration 61Q: 3 clusters Score -1.05298e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
Score: -10529781.000000 Penalty: 1122.637451
	Iteration 62Q: 3 clusters Score -1.052978e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 148381 members 
Entering Unmasked Estep 
Score: -10529775.000000 Penalty: 1122.637451
	Iteration 63Q: 3 clusters Score -1.052978e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -10529707.000000 Penalty: 1122.637451
	Iteration 64Q: 3 clusters Score -1.052971e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 148843 members 
Entering Unmasked Estep 
Score: -10529687.000000 Penalty: 1122.637451
	Iteration 65Q: 3 clusters Score -1.052969e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 149025 members 
Entering Unmasked Estep 
Score: -10529660.000000 Penalty: 1122.637451
	Iteration 66Q: 3 clusters Score -1.052966e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -10529666.000000 Penalty: 1122.637451
	Iteration 67Q: 3 clusters Score -1.052967e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -10529693.000000 Penalty: 1122.637451
	Iteration 68Q: 3 clusters Score -1.052969e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -10529632.000000 Penalty: 1122.637451
	Iteration 69Q: 3 clusters Score -1.052963e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -10529617.000000 Penalty: 1122.637451
	Iteration 70Q: 3 clusters Score -1.052962e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -10529577.000000 Penalty: 1122.637451
	Iteration 71Q: 3 clusters Score -1.052958e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 150258 members 
Entering Unmasked Estep 
Score: -10529549.000000 Penalty: 1122.637451
	Iteration 72Q: 3 clusters Score -1.052955e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -10529531.000000 Penalty: 1122.637451
	Iteration 73Q: 3 clusters Score -1.052953e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 150616 members 
Entering Unmasked Estep 
Score: -10529502.000000 Penalty: 1122.637451
	Iteration 74Q: 3 clusters Score -1.05295e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 150785 members 
Entering Unmasked Estep 
Score: -10529479.000000 Penalty: 1122.637451
	Iteration 75Q: 3 clusters Score -1.052948e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -10529465.000000 Penalty: 1122.637451
	Iteration 76Q: 3 clusters Score -1.052946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -10529430.000000 Penalty: 1122.637451
	Iteration 77Q: 3 clusters Score -1.052943e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 151223 members 
Entering Unmasked Estep 
Score: -10529438.000000 Penalty: 1122.637451
	Iteration 78Q: 3 clusters Score -1.052944e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -10529413.000000 Penalty: 1122.637451
	Iteration 79Q: 3 clusters Score -1.052941e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -10529405.000000 Penalty: 1122.637451
	Iteration 80F: 3 clusters Score -1.05294e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -10529384.000000 Penalty: 1122.637451
	Iteration 81Q: 3 clusters Score -1.052938e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -10529334.000000 Penalty: 1122.637451
	Iteration 82Q: 3 clusters Score -1.052933e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 152027 members 
Entering Unmasked Estep 
Score: -10529307.000000 Penalty: 1122.637451
	Iteration 83Q: 3 clusters Score -1.052931e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -10529262.000000 Penalty: 1122.637451
	Iteration 84Q: 3 clusters Score -1.052926e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -10529200.000000 Penalty: 1122.637451
	Iteration 85Q: 3 clusters Score -1.05292e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -10529165.000000 Penalty: 1122.637451
	Iteration 86Q: 3 clusters Score -1.052916e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 152690 members 
Entering Unmasked Estep 
Score: -10529121.000000 Penalty: 1122.637451
	Iteration 87Q: 3 clusters Score -1.052912e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 152870 members 
Entering Unmasked Estep 
Score: -10529066.000000 Penalty: 1122.637451
	Iteration 88Q: 3 clusters Score -1.052907e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -10529003.000000 Penalty: 1122.637451
	Iteration 89Q: 3 clusters Score -1.0529e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -10528943.000000 Penalty: 1122.637451
	Iteration 90Q: 3 clusters Score -1.052894e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -10528870.000000 Penalty: 1122.637451
	Iteration 91Q: 3 clusters Score -1.052887e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 153519 members 
Entering Unmasked Estep 
Score: -10528843.000000 Penalty: 1122.637451
	Iteration 92Q: 3 clusters Score -1.052884e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -10528803.000000 Penalty: 1122.637451
	Iteration 93Q: 3 clusters Score -1.05288e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -10528770.000000 Penalty: 1122.637451
	Iteration 94Q: 3 clusters Score -1.052877e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -10528739.000000 Penalty: 1122.637451
	Iteration 95Q: 3 clusters Score -1.052874e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -10528703.000000 Penalty: 1122.637451
	Iteration 96Q: 3 clusters Score -1.05287e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -10528710.000000 Penalty: 1122.637451
	Iteration 97Q: 3 clusters Score -1.052871e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -10528703.000000 Penalty: 1122.637451
	Iteration 98Q: 3 clusters Score -1.05287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -10528681.000000 Penalty: 1122.637451
	Iteration 99Q: 3 clusters Score -1.052868e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -10528659.000000 Penalty: 1122.637451
	Iteration 100F: 3 clusters Score -1.052866e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -10528633.000000 Penalty: 1122.637451
	Iteration 101Q: 3 clusters Score -1.052863e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -10528619.000000 Penalty: 1122.637451
	Iteration 102Q: 3 clusters Score -1.052862e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -10528600.000000 Penalty: 1122.637451
	Iteration 103Q: 3 clusters Score -1.05286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -10528568.000000 Penalty: 1122.637451
	Iteration 104Q: 3 clusters Score -1.052857e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -10528543.000000 Penalty: 1122.637451
	Iteration 105Q: 3 clusters Score -1.052854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -10528522.000000 Penalty: 1122.637451
	Iteration 106Q: 3 clusters Score -1.052852e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -10528469.000000 Penalty: 1122.637451
	Iteration 107Q: 3 clusters Score -1.052847e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -10528446.000000 Penalty: 1122.637451
	Iteration 108Q: 3 clusters Score -1.052845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -10528429.000000 Penalty: 1122.637451
	Iteration 109Q: 3 clusters Score -1.052843e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 155282 members 
Entering Unmasked Estep 
Score: -10528428.000000 Penalty: 1122.637451
	Iteration 110Q: 3 clusters Score -1.052843e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 155373 members 
Entering Unmasked Estep 
Score: -10528397.000000 Penalty: 1122.637451
	Iteration 111Q: 3 clusters Score -1.05284e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 155468 members 
Entering Unmasked Estep 
Score: -10528373.000000 Penalty: 1122.637451
	Iteration 112Q: 3 clusters Score -1.052837e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -10528362.000000 Penalty: 1122.637451
	Iteration 113Q: 3 clusters Score -1.052836e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72252 members 
Mstep: Class 2 contains 155651 members 
Entering Unmasked Estep 
Score: -10528333.000000 Penalty: 1122.637451
	Iteration 114Q: 3 clusters Score -1.052833e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -10528312.000000 Penalty: 1122.637451
	Iteration 115Q: 3 clusters Score -1.052831e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -10528283.000000 Penalty: 1122.637451
	Iteration 116Q: 3 clusters Score -1.052828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -10528264.000000 Penalty: 1122.637451
	Iteration 117Q: 3 clusters Score -1.052826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -10528219.000000 Penalty: 1122.637451
	Iteration 118Q: 3 clusters Score -1.052822e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -10528220.000000 Penalty: 1122.637451
	Iteration 119Q: 3 clusters Score -1.052822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -10528213.000000 Penalty: 1122.637451
	Iteration 120F: 3 clusters Score -1.052821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -10528188.000000 Penalty: 1122.637451
	Iteration 121Q: 3 clusters Score -1.052819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -10528172.000000 Penalty: 1122.637451
	Iteration 122Q: 3 clusters Score -1.052817e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 156357 members 
Entering Unmasked Estep 
Score: -10528146.000000 Penalty: 1122.637451
	Iteration 123Q: 3 clusters Score -1.052815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 156429 members 
Entering Unmasked Estep 
Score: -10528136.000000 Penalty: 1122.637451
	Iteration 124Q: 3 clusters Score -1.052814e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -10528118.000000 Penalty: 1122.637451
	Iteration 125Q: 3 clusters Score -1.052812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71375 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -10528109.000000 Penalty: 1122.637451
	Iteration 126Q: 3 clusters Score -1.052811e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -10528090.000000 Penalty: 1122.637451
	Iteration 127Q: 3 clusters Score -1.052809e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -10528086.000000 Penalty: 1122.637451
	Iteration 128Q: 3 clusters Score -1.052809e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 156646 members 
Entering Unmasked Estep 
Score: -10528097.000000 Penalty: 1122.637451
	Iteration 129Q: 3 clusters Score -1.05281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -10528092.000000 Penalty: 1122.637451
	Iteration 130Q: 3 clusters Score -1.052809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -10528093.000000 Penalty: 1122.637451
	Iteration 131Q: 3 clusters Score -1.052809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -10528085.000000 Penalty: 1122.637451
	Iteration 132Q: 3 clusters Score -1.052808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -10528072.000000 Penalty: 1122.637451
	Iteration 133Q: 3 clusters Score -1.052807e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -10528064.000000 Penalty: 1122.637451
	Iteration 134Q: 3 clusters Score -1.052806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 156921 members 
Entering Unmasked Estep 
Score: -10528049.000000 Penalty: 1122.637451
	Iteration 135Q: 3 clusters Score -1.052805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -10528029.000000 Penalty: 1122.637451
	Iteration 136Q: 3 clusters Score -1.052803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -10528010.000000 Penalty: 1122.637451
	Iteration 137Q: 3 clusters Score -1.052801e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -10528010.000000 Penalty: 1122.637451
	Iteration 138Q: 3 clusters Score -1.052801e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -10527993.000000 Penalty: 1122.637451
	Iteration 139Q: 3 clusters Score -1.052799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 157125 members 
Entering Unmasked Estep 
Score: -10527991.000000 Penalty: 1122.637451
	Iteration 140F: 3 clusters Score -1.052799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 157149 members 
Entering Unmasked Estep 
Score: -10527977.000000 Penalty: 1122.637451
	Iteration 141Q: 3 clusters Score -1.052798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -10527979.000000 Penalty: 1122.637451
	Iteration 142Q: 3 clusters Score -1.052798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -10527985.000000 Penalty: 1122.637451
	Iteration 143Q: 3 clusters Score -1.052798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -10527981.000000 Penalty: 1122.637451
	Iteration 144Q: 3 clusters Score -1.052798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -10527976.000000 Penalty: 1122.637451
	Iteration 145Q: 3 clusters Score -1.052798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -10527970.000000 Penalty: 1122.637451
	Iteration 146Q: 3 clusters Score -1.052797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 157224 members 
Entering Unmasked Estep 
Score: -10527976.000000 Penalty: 1122.637451
	Iteration 147Q: 3 clusters Score -1.052798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -10527966.000000 Penalty: 1122.637451
	Iteration 148Q: 3 clusters Score -1.052797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 157244 members 
Entering Unmasked Estep 
Score: -10527954.000000 Penalty: 1122.637451
	Iteration 149Q: 3 clusters Score -1.052795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 157248 members 
Entering Unmasked Estep 
Score: -10527949.000000 Penalty: 1122.637451
	Iteration 150Q: 3 clusters Score -1.052795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -10527949.000000 Penalty: 1122.637451
	Iteration 151Q: 3 clusters Score -1.052795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -10527942.000000 Penalty: 1122.637451
	Iteration 152Q: 3 clusters Score -1.052794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -10527941.000000 Penalty: 1122.637451
	Iteration 153Q: 3 clusters Score -1.052794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -10527946.000000 Penalty: 1122.637451
	Iteration 154Q: 3 clusters Score -1.052795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 157284 members 
Entering Unmasked Estep 
Score: -10527953.000000 Penalty: 1122.637451
	Iteration 155Q: 3 clusters Score -1.052795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -10527954.000000 Penalty: 1122.637451
	Iteration 156Q: 3 clusters Score -1.052795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -10527949.000000 Penalty: 1122.637451
	Iteration 157Q: 3 clusters Score -1.052795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -10527952.000000 Penalty: 1122.637451
	Iteration 158Q: 3 clusters Score -1.052795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -10527952.000000 Penalty: 1122.637451
	Iteration 159F: 3 clusters Score -1.052795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 70616 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 1409 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23202610.000000 Penalty: 10779.927734
Splitting cluster 9 changes total score from -23165780.000000 to -23202610.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -54581.738281 Penalty: 329.903931
	Iteration 0F: 2 clusters Score -54581.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53529.605469 Penalty: 659.807861
	Iteration 0F: 3 clusters Score -53529.61 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -54072.390625 Penalty: 659.807861
	Iteration 1F: 3 clusters Score -54072.39 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -54626.031250 Penalty: 659.807861
	Iteration 2F: 3 clusters Score -54626.03 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -55098.289062 Penalty: 659.807861
	Iteration 3F: 3 clusters Score -55098.29 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -55675.820312 Penalty: 659.807861
	Iteration 4F: 3 clusters Score -55675.82 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56029.859375 Penalty: 659.807861
	Iteration 5F: 3 clusters Score -56029.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56091.343750 Penalty: 659.807861
	Iteration 6Q: 3 clusters Score -56091.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56101.546875 Penalty: 659.807861
	Iteration 7Q: 3 clusters Score -56101.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -56101.546875 Penalty: 659.807861
	Iteration 8F: 3 clusters Score -56101.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 70616 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23203882.000000 Penalty: 11378.812500
Splitting cluster 11 changes total score from -23165780.000000 to -23203882.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (69071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Entering Unmasked Estep 
Score: -3086878.750000 Penalty: 507.001495
	Iteration 0F: 2 clusters Score -3086879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3040346.750000 Penalty: 1014.002991
	Iteration 0F: 3 clusters Score -3040347 nChanged 33415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -3061859.750000 Penalty: 1014.002991
	Iteration 1F: 3 clusters Score -3061860 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -3064598.750000 Penalty: 1014.002991
	Iteration 2F: 3 clusters Score -3064599 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -3068345.500000 Penalty: 1014.002991
	Iteration 3F: 3 clusters Score -3068346 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -3072925.750000 Penalty: 1014.002991
	Iteration 4F: 3 clusters Score -3072926 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -3077531.750000 Penalty: 1014.002991
	Iteration 5F: 3 clusters Score -3077532 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -3081399.750000 Penalty: 1014.002991
	Iteration 6Q: 3 clusters Score -3081400 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -3083598.500000 Penalty: 1014.002991
	Iteration 7Q: 3 clusters Score -3083598 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -3084402.750000 Penalty: 1014.002991
	Iteration 8Q: 3 clusters Score -3084403 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -3084781.000000 Penalty: 1014.002991
	Iteration 9Q: 3 clusters Score -3084781 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -3085042.750000 Penalty: 1014.002991
	Iteration 10Q: 3 clusters Score -3085043 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -3085233.250000 Penalty: 1014.002991
	Iteration 11Q: 3 clusters Score -3085233 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -3085346.250000 Penalty: 1014.002991
	Iteration 12Q: 3 clusters Score -3085346 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -3085442.250000 Penalty: 1014.002991
	Iteration 13Q: 3 clusters Score -3085442 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -3085523.750000 Penalty: 1014.002991
	Iteration 14Q: 3 clusters Score -3085524 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -3085584.500000 Penalty: 1014.002991
	Iteration 15Q: 3 clusters Score -3085584 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -3085635.000000 Penalty: 1014.002991
	Iteration 16Q: 3 clusters Score -3085635 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -3085694.500000 Penalty: 1014.002991
	Iteration 17Q: 3 clusters Score -3085694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -3085742.250000 Penalty: 1014.002991
	Iteration 18Q: 3 clusters Score -3085742 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -3085775.250000 Penalty: 1014.002991
	Iteration 19Q: 3 clusters Score -3085775 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -3085814.250000 Penalty: 1014.002991
	Iteration 20F: 3 clusters Score -3085814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -3085832.500000 Penalty: 1014.002991
	Iteration 21Q: 3 clusters Score -3085832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -3085862.000000 Penalty: 1014.002991
	Iteration 22Q: 3 clusters Score -3085862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -3085905.500000 Penalty: 1014.002991
	Iteration 23Q: 3 clusters Score -3085906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -3085941.500000 Penalty: 1014.002991
	Iteration 24Q: 3 clusters Score -3085942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -3085974.000000 Penalty: 1014.002991
	Iteration 25Q: 3 clusters Score -3085974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -3085994.750000 Penalty: 1014.002991
	Iteration 26Q: 3 clusters Score -3085995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -3086007.250000 Penalty: 1014.002991
	Iteration 27Q: 3 clusters Score -3086007 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -3086022.000000 Penalty: 1014.002991
	Iteration 28Q: 3 clusters Score -3086022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -3086049.500000 Penalty: 1014.002991
	Iteration 29Q: 3 clusters Score -3086050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -3086063.250000 Penalty: 1014.002991
	Iteration 30Q: 3 clusters Score -3086063 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -3086089.750000 Penalty: 1014.002991
	Iteration 31Q: 3 clusters Score -3086090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -3086112.500000 Penalty: 1014.002991
	Iteration 32Q: 3 clusters Score -3086112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -3086116.250000 Penalty: 1014.002991
	Iteration 33Q: 3 clusters Score -3086116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -3086130.750000 Penalty: 1014.002991
	Iteration 34Q: 3 clusters Score -3086131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -3086156.750000 Penalty: 1014.002991
	Iteration 35Q: 3 clusters Score -3086157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -3086181.250000 Penalty: 1014.002991
	Iteration 36Q: 3 clusters Score -3086181 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -3086209.500000 Penalty: 1014.002991
	Iteration 37Q: 3 clusters Score -3086210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -3086233.000000 Penalty: 1014.002991
	Iteration 38Q: 3 clusters Score -3086233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -3086245.750000 Penalty: 1014.002991
	Iteration 39Q: 3 clusters Score -3086246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -3086259.250000 Penalty: 1014.002991
	Iteration 40F: 3 clusters Score -3086259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -3086267.250000 Penalty: 1014.002991
	Iteration 41Q: 3 clusters Score -3086267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -3086272.750000 Penalty: 1014.002991
	Iteration 42Q: 3 clusters Score -3086273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -3086279.000000 Penalty: 1014.002991
	Iteration 43Q: 3 clusters Score -3086279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -3086283.750000 Penalty: 1014.002991
	Iteration 44Q: 3 clusters Score -3086284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -3086289.750000 Penalty: 1014.002991
	Iteration 45Q: 3 clusters Score -3086290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -3086293.250000 Penalty: 1014.002991
	Iteration 46Q: 3 clusters Score -3086293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -3086295.000000 Penalty: 1014.002991
	Iteration 47Q: 3 clusters Score -3086295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -3086301.000000 Penalty: 1014.002991
	Iteration 48Q: 3 clusters Score -3086301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -3086304.000000 Penalty: 1014.002991
	Iteration 49Q: 3 clusters Score -3086304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -3086310.750000 Penalty: 1014.002991
	Iteration 50Q: 3 clusters Score -3086311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -3086309.000000 Penalty: 1014.002991
	Iteration 51Q: 3 clusters Score -3086309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -3086317.250000 Penalty: 1014.002991
	Iteration 52Q: 3 clusters Score -3086317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -3086313.250000 Penalty: 1014.002991
	Iteration 53Q: 3 clusters Score -3086313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -3086317.500000 Penalty: 1014.002991
	Iteration 54Q: 3 clusters Score -3086318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -3086319.500000 Penalty: 1014.002991
	Iteration 55Q: 3 clusters Score -3086320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 67127 members 
Entering Unmasked Estep 
Score: -3086322.750000 Penalty: 1014.002991
	Iteration 56Q: 3 clusters Score -3086323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -3086321.750000 Penalty: 1014.002991
	Iteration 57Q: 3 clusters Score -3086322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -3086330.250000 Penalty: 1014.002991
	Iteration 58Q: 3 clusters Score -3086330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -3086333.500000 Penalty: 1014.002991
	Iteration 59Q: 3 clusters Score -3086334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -3086332.000000 Penalty: 1014.002991
	Iteration 60F: 3 clusters Score -3086332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -3086334.250000 Penalty: 1014.002991
	Iteration 61Q: 3 clusters Score -3086334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -3086333.500000 Penalty: 1014.002991
	Iteration 62Q: 3 clusters Score -3086334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -3086331.500000 Penalty: 1014.002991
	Iteration 63Q: 3 clusters Score -3086332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -3086334.250000 Penalty: 1014.002991
	Iteration 64Q: 3 clusters Score -3086334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -3086336.500000 Penalty: 1014.002991
	Iteration 65Q: 3 clusters Score -3086336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -3086337.750000 Penalty: 1014.002991
	Iteration 66Q: 3 clusters Score -3086338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -3086336.750000 Penalty: 1014.002991
	Iteration 67Q: 3 clusters Score -3086337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -3086336.500000 Penalty: 1014.002991
	Iteration 68Q: 3 clusters Score -3086336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -3086334.250000 Penalty: 1014.002991
	Iteration 69Q: 3 clusters Score -3086334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -3086335.000000 Penalty: 1014.002991
	Iteration 70Q: 3 clusters Score -3086335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -3086338.250000 Penalty: 1014.002991
	Iteration 71Q: 3 clusters Score -3086338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 67220 members 
Entering Unmasked Estep 
Score: -3086340.000000 Penalty: 1014.002991
	Iteration 72Q: 3 clusters Score -3086340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -3086337.250000 Penalty: 1014.002991
	Iteration 73Q: 3 clusters Score -3086337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -3086338.000000 Penalty: 1014.002991
	Iteration 74Q: 3 clusters Score -3086338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -3086339.250000 Penalty: 1014.002991
	Iteration 75Q: 3 clusters Score -3086339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -3086339.750000 Penalty: 1014.002991
	Iteration 76Q: 3 clusters Score -3086340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -3086340.000000 Penalty: 1014.002991
	Iteration 77Q: 3 clusters Score -3086340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -3086343.750000 Penalty: 1014.002991
	Iteration 78Q: 3 clusters Score -3086344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -3086345.250000 Penalty: 1014.002991
	Iteration 79Q: 3 clusters Score -3086345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -3086341.500000 Penalty: 1014.002991
	Iteration 80F: 3 clusters Score -3086342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -3086343.250000 Penalty: 1014.002991
	Iteration 81Q: 3 clusters Score -3086343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -3086341.500000 Penalty: 1014.002991
	Iteration 82Q: 3 clusters Score -3086342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -3086342.500000 Penalty: 1014.002991
	Iteration 83Q: 3 clusters Score -3086342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -3086341.500000 Penalty: 1014.002991
	Iteration 84Q: 3 clusters Score -3086342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -3086340.750000 Penalty: 1014.002991
	Iteration 85Q: 3 clusters Score -3086341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -3086340.500000 Penalty: 1014.002991
	Iteration 86Q: 3 clusters Score -3086340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -3086340.500000 Penalty: 1014.002991
	Iteration 87F: 3 clusters Score -3086340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -131875.375000 Penalty: 364.622162
	Iteration 0F: 2 clusters Score -131875.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -129801.328125 Penalty: 729.244324
	Iteration 0F: 3 clusters Score -129801.3 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -130638.234375 Penalty: 729.244324
	Iteration 1F: 3 clusters Score -130638.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -130828.062500 Penalty: 729.244324
	Iteration 2F: 3 clusters Score -130828.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -130999.273438 Penalty: 729.244324
	Iteration 3F: 3 clusters Score -130999.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131129.687500 Penalty: 729.244324
	Iteration 4F: 3 clusters Score -131129.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131228.515625 Penalty: 729.244324
	Iteration 5Q: 3 clusters Score -131228.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131301.609375 Penalty: 729.244324
	Iteration 6Q: 3 clusters Score -131301.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131349.750000 Penalty: 729.244324
	Iteration 7Q: 3 clusters Score -131349.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131393.859375 Penalty: 729.244324
	Iteration 8Q: 3 clusters Score -131393.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131430.296875 Penalty: 729.244324
	Iteration 9Q: 3 clusters Score -131430.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -131455.296875 Penalty: 729.244324
	Iteration 10Q: 3 clusters Score -131455.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131488.000000 Penalty: 729.244324
	Iteration 11Q: 3 clusters Score -131488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -131523.453125 Penalty: 729.244324
	Iteration 12Q: 3 clusters Score -131523.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -131557.843750 Penalty: 729.244324
	Iteration 13Q: 3 clusters Score -131557.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -131575.984375 Penalty: 729.244324
	Iteration 14Q: 3 clusters Score -131576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -131590.453125 Penalty: 729.244324
	Iteration 15Q: 3 clusters Score -131590.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -131608.359375 Penalty: 729.244324
	Iteration 16Q: 3 clusters Score -131608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -131618.000000 Penalty: 729.244324
	Iteration 17Q: 3 clusters Score -131618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -131628.437500 Penalty: 729.244324
	Iteration 18Q: 3 clusters Score -131628.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -131645.843750 Penalty: 729.244324
	Iteration 19Q: 3 clusters Score -131645.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -131661.984375 Penalty: 729.244324
	Iteration 20F: 3 clusters Score -131662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -131669.796875 Penalty: 729.244324
	Iteration 21Q: 3 clusters Score -131669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -131677.125000 Penalty: 729.244324
	Iteration 22Q: 3 clusters Score -131677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -131683.343750 Penalty: 729.244324
	Iteration 23Q: 3 clusters Score -131683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131684.546875 Penalty: 729.244324
	Iteration 24Q: 3 clusters Score -131684.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -131684.546875 Penalty: 729.244324
	Iteration 25F: 3 clusters Score -131684.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8893.849609 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8893.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8953.097656 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8953.098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8971.257812 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8971.258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8979.076172 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8979.076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8983.062500 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8983.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8983.062500 Penalty: 485.715973
	Iteration 5F: 3 clusters Score -8983.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -186709.046875 Penalty: 379.360260
	Iteration 0F: 2 clusters Score -186709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -183891.546875 Penalty: 758.720520
	Iteration 0F: 3 clusters Score -183891.5 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -185047.968750 Penalty: 758.720520
	Iteration 1F: 3 clusters Score -185048 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -185235.406250 Penalty: 758.720520
	Iteration 2F: 3 clusters Score -185235.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -185404.703125 Penalty: 758.720520
	Iteration 3F: 3 clusters Score -185404.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -185600.203125 Penalty: 758.720520
	Iteration 4F: 3 clusters Score -185600.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -185804.093750 Penalty: 758.720520
	Iteration 5F: 3 clusters Score -185804.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -185970.890625 Penalty: 758.720520
	Iteration 6F: 3 clusters Score -185970.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186090.484375 Penalty: 758.720520
	Iteration 7Q: 3 clusters Score -186090.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -186174.203125 Penalty: 758.720520
	Iteration 8Q: 3 clusters Score -186174.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186249.703125 Penalty: 758.720520
	Iteration 9Q: 3 clusters Score -186249.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186299.968750 Penalty: 758.720520
	Iteration 10Q: 3 clusters Score -186300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -186346.296875 Penalty: 758.720520
	Iteration 11Q: 3 clusters Score -186346.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -186463.953125 Penalty: 758.720520
	Iteration 12Q: 3 clusters Score -186464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186565.859375 Penalty: 758.720520
	Iteration 13Q: 3 clusters Score -186565.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -186657.484375 Penalty: 758.720520
	Iteration 14Q: 3 clusters Score -186657.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -186694.984375 Penalty: 758.720520
	Iteration 15Q: 3 clusters Score -186695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -186712.250000 Penalty: 758.720520
	Iteration 16Q: 3 clusters Score -186712.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186722.109375 Penalty: 758.720520
	Iteration 17Q: 3 clusters Score -186722.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186729.250000 Penalty: 758.720520
	Iteration 18Q: 3 clusters Score -186729.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186734.640625 Penalty: 758.720520
	Iteration 19Q: 3 clusters Score -186734.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186739.750000 Penalty: 758.720520
	Iteration 20F: 3 clusters Score -186739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186747.656250 Penalty: 758.720520
	Iteration 21Q: 3 clusters Score -186747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186756.468750 Penalty: 758.720520
	Iteration 22Q: 3 clusters Score -186756.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186769.406250 Penalty: 758.720520
	Iteration 23Q: 3 clusters Score -186769.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186790.125000 Penalty: 758.720520
	Iteration 24Q: 3 clusters Score -186790.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -186813.984375 Penalty: 758.720520
	Iteration 25Q: 3 clusters Score -186814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186842.265625 Penalty: 758.720520
	Iteration 26Q: 3 clusters Score -186842.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186871.140625 Penalty: 758.720520
	Iteration 27Q: 3 clusters Score -186871.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -186894.000000 Penalty: 758.720520
	Iteration 28Q: 3 clusters Score -186894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186905.265625 Penalty: 758.720520
	Iteration 29Q: 3 clusters Score -186905.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -186910.343750 Penalty: 758.720520
	Iteration 30Q: 3 clusters Score -186910.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186913.796875 Penalty: 758.720520
	Iteration 31Q: 3 clusters Score -186913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186918.640625 Penalty: 758.720520
	Iteration 32Q: 3 clusters Score -186918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186924.421875 Penalty: 758.720520
	Iteration 33Q: 3 clusters Score -186924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -186926.031250 Penalty: 758.720520
	Iteration 34Q: 3 clusters Score -186926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186926.250000 Penalty: 758.720520
	Iteration 35Q: 3 clusters Score -186926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186927.343750 Penalty: 758.720520
	Iteration 36Q: 3 clusters Score -186927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186931.953125 Penalty: 758.720520
	Iteration 37Q: 3 clusters Score -186932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186937.156250 Penalty: 758.720520
	Iteration 38Q: 3 clusters Score -186937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -186939.140625 Penalty: 758.720520
	Iteration 39Q: 3 clusters Score -186939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186948.687500 Penalty: 758.720520
	Iteration 40F: 3 clusters Score -186948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -186951.234375 Penalty: 758.720520
	Iteration 41Q: 3 clusters Score -186951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186951.203125 Penalty: 758.720520
	Iteration 42Q: 3 clusters Score -186951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186950.906250 Penalty: 758.720520
	Iteration 43Q: 3 clusters Score -186950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186950.906250 Penalty: 758.720520
	Iteration 44F: 3 clusters Score -186950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 70616 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 21 contains 2769 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23203930.000000 Penalty: 11977.697266
Splitting cluster 19 changes total score from -23165780.000000 to -23203930.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 21 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -124839.812500 Penalty: 360.643982
	Iteration 0F: 2 clusters Score -124839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -122933.171875 Penalty: 721.287964
	Iteration 0F: 3 clusters Score -122933.2 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -125031.085938 Penalty: 721.287964
	Iteration 1F: 3 clusters Score -125031.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -126703.515625 Penalty: 721.287964
	Iteration 2F: 3 clusters Score -126703.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -127860.882812 Penalty: 721.287964
	Iteration 3F: 3 clusters Score -127860.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -128099.835938 Penalty: 721.287964
	Iteration 4Q: 3 clusters Score -128099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -128115.937500 Penalty: 721.287964
	Iteration 5Q: 3 clusters Score -128115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -128118.531250 Penalty: 721.287964
	Iteration 6Q: 3 clusters Score -128118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -128118.531250 Penalty: 721.287964
	Iteration 7F: 3 clusters Score -128118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 75257 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 70616 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 157287 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 874 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
Score: -23206926.000000 Penalty: 12576.582031
Splitting cluster 21 changes total score from -23165780.000000 to -23206926.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 22 (14155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Entering Unmasked Estep 
Score: -694512.812500 Penalty: 434.880951
	Iteration 0F: 2 clusters Score -694512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -685050.750000 Penalty: 869.761902
	Iteration 0F: 3 clusters Score -685050.8 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -688950.937500 Penalty: 869.761902
	Iteration 1F: 3 clusters Score -688950.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -689344.625000 Penalty: 869.761902
	Iteration 2F: 3 clusters Score -689344.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -689999.687500 Penalty: 869.761902
	Iteration 3F: 3 clusters Score -689999.7 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -690898.000000 Penalty: 869.761902
	Iteration 4F: 3 clusters Score -690898 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -691944.500000 Penalty: 869.761902
	Iteration 5F: 3 clusters Score -691944.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -692886.187500 Penalty: 869.761902
	Iteration 6F: 3 clusters Score -692886.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -693481.312500 Penalty: 869.761902
	Iteration 7Q: 3 clusters Score -693481.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -693752.062500 Penalty: 869.761902
	Iteration 8Q: 3 clusters Score -693752.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -693872.000000 Penalty: 869.761902
	Iteration 9Q: 3 clusters Score -693872 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -693939.937500 Penalty: 869.761902
	Iteration 10Q: 3 clusters Score -693939.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -693988.250000 Penalty: 869.761902
	Iteration 11Q: 3 clusters Score -693988.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -694026.625000 Penalty: 869.761902
	Iteration 12Q: 3 clusters Score -694026.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -694057.875000 Penalty: 869.761902
	Iteration 13Q: 3 clusters Score -694057.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -694081.375000 Penalty: 869.761902
	Iteration 14Q: 3 clusters Score -694081.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -694102.812500 Penalty: 869.761902
	Iteration 15Q: 3 clusters Score -694102.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -694114.562500 Penalty: 869.761902
	Iteration 16Q: 3 clusters Score -694114.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -694126.125000 Penalty: 869.761902
	Iteration 17Q: 3 clusters Score -694126.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -694139.500000 Penalty: 869.761902
	Iteration 18Q: 3 clusters Score -694139.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -694149.937500 Penalty: 869.761902
	Iteration 19Q: 3 clusters Score -694149.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -694161.875000 Penalty: 869.761902
	Iteration 20F: 3 clusters Score -694161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -694167.062500 Penalty: 869.761902
	Iteration 21Q: 3 clusters Score -694167.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -694172.500000 Penalty: 869.761902
	Iteration 22Q: 3 clusters Score -694172.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -694176.000000 Penalty: 869.761902
	Iteration 23Q: 3 clusters Score -694176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -694176.062500 Penalty: 869.761902
	Iteration 24Q: 3 clusters Score -694176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -694176.750000 Penalty: 869.761902
	Iteration 25Q: 3 clusters Score -694176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -694178.500000 Penalty: 869.761902
	Iteration 26Q: 3 clusters Score -694178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -694181.687500 Penalty: 869.761902
	Iteration 27Q: 3 clusters Score -694181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -694184.062500 Penalty: 869.761902
	Iteration 28Q: 3 clusters Score -694184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -694186.000000 Penalty: 869.761902
	Iteration 29Q: 3 clusters Score -694186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -694191.875000 Penalty: 869.761902
	Iteration 30Q: 3 clusters Score -694191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -694196.437500 Penalty: 869.761902
	Iteration 31Q: 3 clusters Score -694196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -694202.437500 Penalty: 869.761902
	Iteration 32Q: 3 clusters Score -694202.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -694206.000000 Penalty: 869.761902
	Iteration 33Q: 3 clusters Score -694206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -694210.000000 Penalty: 869.761902
	Iteration 34Q: 3 clusters Score -694210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -694214.937500 Penalty: 869.761902
	Iteration 35Q: 3 clusters Score -694214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -694220.062500 Penalty: 869.761902
	Iteration 36Q: 3 clusters Score -694220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -694223.187500 Penalty: 869.761902
	Iteration 37Q: 3 clusters Score -694223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -694230.000000 Penalty: 869.761902
	Iteration 38Q: 3 clusters Score -694230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -694230.875000 Penalty: 869.761902
	Iteration 39Q: 3 clusters Score -694230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -694233.750000 Penalty: 869.761902
	Iteration 40F: 3 clusters Score -694233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -694236.250000 Penalty: 869.761902
	Iteration 41Q: 3 clusters Score -694236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -694239.687500 Penalty: 869.761902
	Iteration 42Q: 3 clusters Score -694239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -694240.125000 Penalty: 869.761902
	Iteration 43Q: 3 clusters Score -694240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -694239.312500 Penalty: 869.761902
	Iteration 44Q: 3 clusters Score -694239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -694241.125000 Penalty: 869.761902
	Iteration 45Q: 3 clusters Score -694241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -694242.875000 Penalty: 869.761902
	Iteration 46Q: 3 clusters Score -694242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -694243.500000 Penalty: 869.761902
	Iteration 47Q: 3 clusters Score -694243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -694243.500000 Penalty: 869.761902
	Iteration 48F: 3 clusters Score -694243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 106526 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 70616 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 69071 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 19 contains 3304 members 
Mstep: Class 21 contains 536 members 
Mstep: Class 22 contains 14155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23211582.000000 Penalty: 12576.582031
Iteration 39Q: 22 clusters Score -2.321158e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 74000 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 107306 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 71768 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 69141 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 155972 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 21 contains 482 members 
Mstep: Class 22 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23217914.000000 Penalty: 12576.582031
Iteration 40F: 22 clusters Score -2.321791e+07 nChanged 14357
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 74800 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 104960 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 72321 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 63725 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 162644 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 13601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220126.000000 Penalty: 12576.582031
Iteration 41Q: 22 clusters Score -2.322013e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 75998 members 
Mstep: Class 4 contains 762 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 103277 members 
Mstep: Class 7 contains 7877 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 73577 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 59783 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 165942 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220960.000000 Penalty: 12576.582031
Iteration 42Q: 22 clusters Score -2.322096e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 77236 members 
Mstep: Class 4 contains 776 members 
Mstep: Class 5 contains 2994 members 
Mstep: Class 6 contains 102100 members 
Mstep: Class 7 contains 7891 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 75168 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 56749 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 167393 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1197 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 3684 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 12796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221308.000000 Penalty: 12576.582031
Iteration 43Q: 22 clusters Score -2.322131e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 78387 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 101287 members 
Mstep: Class 7 contains 7846 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 76885 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 54359 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 167746 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 12601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221962.000000 Penalty: 12576.582031
Iteration 44Q: 22 clusters Score -2.322196e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 79533 members 
Mstep: Class 4 contains 809 members 
Mstep: Class 5 contains 3146 members 
Mstep: Class 6 contains 100682 members 
Mstep: Class 7 contains 7784 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 78705 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 52432 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 167270 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222696.000000 Penalty: 12576.582031
Iteration 45Q: 22 clusters Score -2.32227e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4231 members 
Mstep: Class 3 contains 80618 members 
Mstep: Class 4 contains 829 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 100289 members 
Mstep: Class 7 contains 7694 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 80503 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 50837 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 166299 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 12413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223344.000000 Penalty: 12576.582031
Iteration 46Q: 22 clusters Score -2.322334e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 81698 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 3324 members 
Mstep: Class 6 contains 100049 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 82165 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 49454 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 14 contains 165104 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1331 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 12399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223820.000000 Penalty: 12576.582031
Iteration 47Q: 22 clusters Score -2.322382e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 82666 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 99917 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 83788 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 48256 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 163756 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 3937 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 12437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224716.000000 Penalty: 12576.582031
Iteration 48Q: 22 clusters Score -2.322472e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 83506 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 99836 members 
Mstep: Class 7 contains 7350 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 85330 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 47254 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 162322 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 12530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23225360.000000 Penalty: 12576.582031
Iteration 49Q: 22 clusters Score -2.322536e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 84164 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 99832 members 
Mstep: Class 7 contains 7238 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 86825 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 46434 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 160865 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 12617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226120.000000 Penalty: 12576.582031
Iteration 50Q: 22 clusters Score -2.322612e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 84644 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 99875 members 
Mstep: Class 7 contains 7110 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 88189 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 45732 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 159578 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 12694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23226588.000000 Penalty: 12576.582031
Iteration 51Q: 22 clusters Score -2.322659e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 84982 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 99941 members 
Mstep: Class 7 contains 6994 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 89397 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 45104 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 158490 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4049 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 12777 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -2.322713e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 85244 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 100005 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 90450 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 44521 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 157654 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 12830 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 22 clusters Score -2.322753e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4521 members 
Mstep: Class 3 contains 85416 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 100100 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 91357 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 44012 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 156925 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 4075 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 12906 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 22 clusters Score -2.322803e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 85564 members 
Mstep: Class 4 contains 876 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 100206 members 
Mstep: Class 7 contains 6607 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 92145 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 43560 members 
Mstep: Class 13 contains 2213 members 
Mstep: Class 14 contains 156303 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 12982 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -2.322854e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 85648 members 
Mstep: Class 4 contains 875 members 
Mstep: Class 5 contains 4208 members 
Mstep: Class 6 contains 100297 members 
Mstep: Class 7 contains 6480 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 92832 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 43112 members 
Mstep: Class 13 contains 2207 members 
Mstep: Class 14 contains 155870 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13038 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -2.322892e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 85664 members 
Mstep: Class 4 contains 875 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 100384 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 93442 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 42704 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 14 contains 155542 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13095 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -2.322925e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 85632 members 
Mstep: Class 4 contains 875 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 100457 members 
Mstep: Class 7 contains 6224 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 93956 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 42355 members 
Mstep: Class 13 contains 2193 members 
Mstep: Class 14 contains 155322 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13146 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -2.322953e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 85534 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 6 contains 100551 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 94397 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 155192 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13208 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -2.322975e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 85414 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 100647 members 
Mstep: Class 7 contains 5977 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 94788 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 41787 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 155094 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13274 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -2.322996e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 85285 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 100710 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 95134 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 41559 members 
Mstep: Class 13 contains 2162 members 
Mstep: Class 14 contains 155021 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4111 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13344 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -2.323004e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 85129 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 100765 members 
Mstep: Class 7 contains 5793 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 95422 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 41338 members 
Mstep: Class 13 contains 2155 members 
Mstep: Class 14 contains 155017 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13418 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -2.323028e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 84953 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 100799 members 
Mstep: Class 7 contains 5712 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 95674 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 41110 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 155093 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 13493 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -2.323044e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 84778 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 100813 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 95888 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40914 members 
Mstep: Class 13 contains 2133 members 
Mstep: Class 14 contains 155181 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4134 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 13570 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -2.323054e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 84609 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 100834 members 
Mstep: Class 7 contains 5567 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96069 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40763 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 155256 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 13648 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -2.323068e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 84431 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 100871 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96226 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40659 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 14 contains 155305 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 13713 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -2.323075e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 84237 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 100895 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96371 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40554 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 155362 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 13793 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -2.323084e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 84066 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 100906 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96511 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40476 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 155398 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 13877 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -2.323089e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4521 members 
Mstep: Class 3 contains 83927 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 6 contains 100916 members 
Mstep: Class 7 contains 5358 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96633 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40388 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 155413 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 13971 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -2.323092e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 83786 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 4982 members 
Mstep: Class 6 contains 100919 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96771 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40306 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 155412 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14061 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -2.323095e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 83639 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 100921 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96896 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40229 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 155421 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14153 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -2.323096e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4515 members 
Mstep: Class 3 contains 83481 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 100931 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 96993 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40154 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 155450 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4134 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14264 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -2.323106e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4514 members 
Mstep: Class 3 contains 83327 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 100939 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97060 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 40077 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 155505 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4134 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14379 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -2.323108e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4512 members 
Mstep: Class 3 contains 83151 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 100957 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97095 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39987 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 155620 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4135 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14484 members 
Entering Unmasked Estep 
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Iteration 74Q: 22 clusters Score -2.323112e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4510 members 
Mstep: Class 3 contains 83008 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 100963 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97117 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39896 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 155718 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 14598 members 
Entering Unmasked Estep 
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Iteration 75Q: 22 clusters Score -2.32312e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 82873 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5129 members 
Mstep: Class 6 contains 100966 members 
Mstep: Class 7 contains 5164 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97116 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39821 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 155819 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 14708 members 
Entering Unmasked Estep 
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Iteration 76Q: 22 clusters Score -2.323127e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 82743 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5155 members 
Mstep: Class 6 contains 100957 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97116 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39744 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 155913 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 14833 members 
Entering Unmasked Estep 
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Iteration 77Q: 22 clusters Score -2.323132e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 82613 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 100941 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 97123 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39667 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156003 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 14966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231362.000000 Penalty: 12576.582031
Iteration 78Q: 22 clusters Score -2.323136e+07 nChanged 575
Entering ConstructFrom: 
Score: -23231362.000000 Penalty: 12576.582031
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11405.581055 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -11405.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11043.636719 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -11043.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11153.376953 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -11153.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11183.167969 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -11183.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11224.926758 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -11224.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11264.088867 Penalty: 523.772522
	Iteration 4F: 3 clusters Score -11264.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11283.137695 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -11283.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11293.597656 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -11293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11302.508789 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -11302.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11314.290039 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -11314.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11327.028320 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -11327.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11331.887695 Penalty: 523.772522
	Iteration 10Q: 3 clusters Score -11331.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11334.556641 Penalty: 523.772522
	Iteration 11Q: 3 clusters Score -11334.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11340.846680 Penalty: 523.772522
	Iteration 12Q: 3 clusters Score -11340.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11346.768555 Penalty: 523.772522
	Iteration 13Q: 3 clusters Score -11346.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11354.732422 Penalty: 523.772522
	Iteration 14Q: 3 clusters Score -11354.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11360.783203 Penalty: 523.772522
	Iteration 15Q: 3 clusters Score -11360.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11378.168945 Penalty: 523.772522
	Iteration 16Q: 3 clusters Score -11378.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11384.041016 Penalty: 523.772522
	Iteration 17Q: 3 clusters Score -11384.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11386.918945 Penalty: 523.772522
	Iteration 18Q: 3 clusters Score -11386.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11386.918945 Penalty: 523.772522
	Iteration 19F: 3 clusters Score -11386.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -203398.703125 Penalty: 382.738403
	Iteration 0F: 2 clusters Score -203398.7 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 2254 members 
Entering Unmasked Estep 
Score: -200366.812500 Penalty: 765.476807
	Iteration 0F: 3 clusters Score -200366.8 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -201558.046875 Penalty: 765.476807
	Iteration 1F: 3 clusters Score -201558 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -201809.796875 Penalty: 765.476807
	Iteration 2F: 3 clusters Score -201809.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -202088.640625 Penalty: 765.476807
	Iteration 3F: 3 clusters Score -202088.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -202328.812500 Penalty: 765.476807
	Iteration 4F: 3 clusters Score -202328.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -202467.109375 Penalty: 765.476807
	Iteration 5F: 3 clusters Score -202467.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -202548.437500 Penalty: 765.476807
	Iteration 6Q: 3 clusters Score -202548.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -202593.687500 Penalty: 765.476807
	Iteration 7Q: 3 clusters Score -202593.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -202622.906250 Penalty: 765.476807
	Iteration 8Q: 3 clusters Score -202622.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -202642.031250 Penalty: 765.476807
	Iteration 9Q: 3 clusters Score -202642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -202652.890625 Penalty: 765.476807
	Iteration 10Q: 3 clusters Score -202652.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -202660.421875 Penalty: 765.476807
	Iteration 11Q: 3 clusters Score -202660.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -202667.390625 Penalty: 765.476807
	Iteration 12Q: 3 clusters Score -202667.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -202674.421875 Penalty: 765.476807
	Iteration 13Q: 3 clusters Score -202674.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -202679.250000 Penalty: 765.476807
	Iteration 14Q: 3 clusters Score -202679.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -202683.937500 Penalty: 765.476807
	Iteration 15Q: 3 clusters Score -202683.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -202687.765625 Penalty: 765.476807
	Iteration 16Q: 3 clusters Score -202687.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -202689.640625 Penalty: 765.476807
	Iteration 17Q: 3 clusters Score -202689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -202690.984375 Penalty: 765.476807
	Iteration 18Q: 3 clusters Score -202691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -202691.875000 Penalty: 765.476807
	Iteration 19Q: 3 clusters Score -202691.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -202693.234375 Penalty: 765.476807
	Iteration 20F: 3 clusters Score -202693.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -202694.140625 Penalty: 765.476807
	Iteration 21Q: 3 clusters Score -202694.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -202695.203125 Penalty: 765.476807
	Iteration 22Q: 3 clusters Score -202695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -202695.687500 Penalty: 765.476807
	Iteration 23Q: 3 clusters Score -202695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -202696.843750 Penalty: 765.476807
	Iteration 24Q: 3 clusters Score -202696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -202698.046875 Penalty: 765.476807
	Iteration 25Q: 3 clusters Score -202698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -202699.781250 Penalty: 765.476807
	Iteration 26Q: 3 clusters Score -202699.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -202703.109375 Penalty: 765.476807
	Iteration 27Q: 3 clusters Score -202703.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -202705.937500 Penalty: 765.476807
	Iteration 28Q: 3 clusters Score -202705.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -202708.546875 Penalty: 765.476807
	Iteration 29Q: 3 clusters Score -202708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -202711.250000 Penalty: 765.476807
	Iteration 30Q: 3 clusters Score -202711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -202713.531250 Penalty: 765.476807
	Iteration 31Q: 3 clusters Score -202713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -202716.687500 Penalty: 765.476807
	Iteration 32Q: 3 clusters Score -202716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -202718.390625 Penalty: 765.476807
	Iteration 33Q: 3 clusters Score -202718.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -202718.875000 Penalty: 765.476807
	Iteration 34Q: 3 clusters Score -202718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -202719.750000 Penalty: 765.476807
	Iteration 35Q: 3 clusters Score -202719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -202720.218750 Penalty: 765.476807
	Iteration 36Q: 3 clusters Score -202720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -202720.765625 Penalty: 765.476807
	Iteration 37Q: 3 clusters Score -202720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -202722.187500 Penalty: 765.476807
	Iteration 38Q: 3 clusters Score -202722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -202723.218750 Penalty: 765.476807
	Iteration 39Q: 3 clusters Score -202723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -202724.734375 Penalty: 765.476807
	Iteration 40F: 3 clusters Score -202724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -202725.484375 Penalty: 765.476807
	Iteration 41Q: 3 clusters Score -202725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -202726.343750 Penalty: 765.476807
	Iteration 42Q: 3 clusters Score -202726.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -202726.953125 Penalty: 765.476807
	Iteration 43Q: 3 clusters Score -202727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -202727.343750 Penalty: 765.476807
	Iteration 44Q: 3 clusters Score -202727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -202727.593750 Penalty: 765.476807
	Iteration 45Q: 3 clusters Score -202727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -202728.218750 Penalty: 765.476807
	Iteration 46Q: 3 clusters Score -202728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -202729.562500 Penalty: 765.476807
	Iteration 47Q: 3 clusters Score -202729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -202730.125000 Penalty: 765.476807
	Iteration 48Q: 3 clusters Score -202730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -202731.187500 Penalty: 765.476807
	Iteration 49Q: 3 clusters Score -202731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -202732.687500 Penalty: 765.476807
	Iteration 50Q: 3 clusters Score -202732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -202733.625000 Penalty: 765.476807
	Iteration 51Q: 3 clusters Score -202733.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -202735.390625 Penalty: 765.476807
	Iteration 52Q: 3 clusters Score -202735.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -202737.015625 Penalty: 765.476807
	Iteration 53Q: 3 clusters Score -202737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -202739.078125 Penalty: 765.476807
	Iteration 54Q: 3 clusters Score -202739.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -202741.375000 Penalty: 765.476807
	Iteration 55Q: 3 clusters Score -202741.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -202745.921875 Penalty: 765.476807
	Iteration 56Q: 3 clusters Score -202745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -202752.000000 Penalty: 765.476807
	Iteration 57Q: 3 clusters Score -202752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -202759.171875 Penalty: 765.476807
	Iteration 58Q: 3 clusters Score -202759.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -202771.125000 Penalty: 765.476807
	Iteration 59Q: 3 clusters Score -202771.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -202787.906250 Penalty: 765.476807
	Iteration 60F: 3 clusters Score -202787.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -202804.203125 Penalty: 765.476807
	Iteration 61Q: 3 clusters Score -202804.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -202819.781250 Penalty: 765.476807
	Iteration 62Q: 3 clusters Score -202819.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -202834.890625 Penalty: 765.476807
	Iteration 63Q: 3 clusters Score -202834.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -202851.906250 Penalty: 765.476807
	Iteration 64Q: 3 clusters Score -202851.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -202866.515625 Penalty: 765.476807
	Iteration 65Q: 3 clusters Score -202866.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -202879.640625 Penalty: 765.476807
	Iteration 66Q: 3 clusters Score -202879.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -202890.390625 Penalty: 765.476807
	Iteration 67Q: 3 clusters Score -202890.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202898.734375 Penalty: 765.476807
	Iteration 68Q: 3 clusters Score -202898.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -202906.125000 Penalty: 765.476807
	Iteration 69Q: 3 clusters Score -202906.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202913.953125 Penalty: 765.476807
	Iteration 70Q: 3 clusters Score -202914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202923.625000 Penalty: 765.476807
	Iteration 71Q: 3 clusters Score -202923.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -202930.531250 Penalty: 765.476807
	Iteration 72Q: 3 clusters Score -202930.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202936.500000 Penalty: 765.476807
	Iteration 73Q: 3 clusters Score -202936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -202940.015625 Penalty: 765.476807
	Iteration 74Q: 3 clusters Score -202940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202944.671875 Penalty: 765.476807
	Iteration 75Q: 3 clusters Score -202944.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -202948.640625 Penalty: 765.476807
	Iteration 76Q: 3 clusters Score -202948.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -202952.515625 Penalty: 765.476807
	Iteration 77Q: 3 clusters Score -202952.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202958.171875 Penalty: 765.476807
	Iteration 78Q: 3 clusters Score -202958.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202964.625000 Penalty: 765.476807
	Iteration 79Q: 3 clusters Score -202964.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202975.171875 Penalty: 765.476807
	Iteration 80F: 3 clusters Score -202975.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -202989.765625 Penalty: 765.476807
	Iteration 81Q: 3 clusters Score -202989.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -202998.640625 Penalty: 765.476807
	Iteration 82Q: 3 clusters Score -202998.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -203005.359375 Penalty: 765.476807
	Iteration 83Q: 3 clusters Score -203005.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -203011.937500 Penalty: 765.476807
	Iteration 84Q: 3 clusters Score -203011.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -203016.265625 Penalty: 765.476807
	Iteration 85Q: 3 clusters Score -203016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -203019.890625 Penalty: 765.476807
	Iteration 86Q: 3 clusters Score -203019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -203021.921875 Penalty: 765.476807
	Iteration 87Q: 3 clusters Score -203021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -203024.421875 Penalty: 765.476807
	Iteration 88Q: 3 clusters Score -203024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -203029.406250 Penalty: 765.476807
	Iteration 89Q: 3 clusters Score -203029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -203032.875000 Penalty: 765.476807
	Iteration 90Q: 3 clusters Score -203032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -203035.046875 Penalty: 765.476807
	Iteration 91Q: 3 clusters Score -203035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -203036.859375 Penalty: 765.476807
	Iteration 92Q: 3 clusters Score -203036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -203037.937500 Penalty: 765.476807
	Iteration 93Q: 3 clusters Score -203037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -203038.593750 Penalty: 765.476807
	Iteration 94Q: 3 clusters Score -203038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -203040.468750 Penalty: 765.476807
	Iteration 95Q: 3 clusters Score -203040.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -203041.343750 Penalty: 765.476807
	Iteration 96Q: 3 clusters Score -203041.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -203042.265625 Penalty: 765.476807
	Iteration 97Q: 3 clusters Score -203042.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -203042.812500 Penalty: 765.476807
	Iteration 98Q: 3 clusters Score -203042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -203043.265625 Penalty: 765.476807
	Iteration 99Q: 3 clusters Score -203043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -203043.484375 Penalty: 765.476807
	Iteration 100F: 3 clusters Score -203043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -203043.703125 Penalty: 765.476807
	Iteration 101Q: 3 clusters Score -203043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -203044.296875 Penalty: 765.476807
	Iteration 102Q: 3 clusters Score -203044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -203044.562500 Penalty: 765.476807
	Iteration 103Q: 3 clusters Score -203044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -203045.140625 Penalty: 765.476807
	Iteration 104Q: 3 clusters Score -203045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -203045.625000 Penalty: 765.476807
	Iteration 105Q: 3 clusters Score -203045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -203046.015625 Penalty: 765.476807
	Iteration 106Q: 3 clusters Score -203046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -203046.390625 Penalty: 765.476807
	Iteration 107Q: 3 clusters Score -203046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -203046.296875 Penalty: 765.476807
	Iteration 108Q: 3 clusters Score -203046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -203046.296875 Penalty: 765.476807
	Iteration 109F: 3 clusters Score -203046.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Entering Unmasked Estep 
Score: -3847642.500000 Penalty: 515.063660
	Iteration 0F: 2 clusters Score -3847642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -3791984.250000 Penalty: 1030.127319
	Iteration 0F: 3 clusters Score -3791984 nChanged 40321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3816440.250000 Penalty: 1030.127319
	Iteration 1F: 3 clusters Score -3816440 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -3817656.000000 Penalty: 1030.127319
	Iteration 2Q: 3 clusters Score -3817656 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3819715.000000 Penalty: 1030.127319
	Iteration 3Q: 3 clusters Score -3819715 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -3823143.750000 Penalty: 1030.127319
	Iteration 4F: 3 clusters Score -3823144 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3827969.250000 Penalty: 1030.127319
	Iteration 5F: 3 clusters Score -3827969 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3832705.500000 Penalty: 1030.127319
	Iteration 6F: 3 clusters Score -3832706 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3835440.000000 Penalty: 1030.127319
	Iteration 7F: 3 clusters Score -3835440 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3836632.000000 Penalty: 1030.127319
	Iteration 8Q: 3 clusters Score -3836632 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3837352.500000 Penalty: 1030.127319
	Iteration 9Q: 3 clusters Score -3837352 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3837948.750000 Penalty: 1030.127319
	Iteration 10Q: 3 clusters Score -3837949 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3838519.000000 Penalty: 1030.127319
	Iteration 11Q: 3 clusters Score -3838519 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3839081.000000 Penalty: 1030.127319
	Iteration 12Q: 3 clusters Score -3839081 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3839593.000000 Penalty: 1030.127319
	Iteration 13Q: 3 clusters Score -3839593 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3840052.500000 Penalty: 1030.127319
	Iteration 14Q: 3 clusters Score -3840052 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3840474.750000 Penalty: 1030.127319
	Iteration 15Q: 3 clusters Score -3840475 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3840855.000000 Penalty: 1030.127319
	Iteration 16Q: 3 clusters Score -3840855 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3841228.000000 Penalty: 1030.127319
	Iteration 17Q: 3 clusters Score -3841228 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3841538.000000 Penalty: 1030.127319
	Iteration 18Q: 3 clusters Score -3841538 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3841830.250000 Penalty: 1030.127319
	Iteration 19Q: 3 clusters Score -3841830 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3842083.250000 Penalty: 1030.127319
	Iteration 20F: 3 clusters Score -3842083 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3842333.250000 Penalty: 1030.127319
	Iteration 21Q: 3 clusters Score -3842333 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3842602.000000 Penalty: 1030.127319
	Iteration 22Q: 3 clusters Score -3842602 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3842869.250000 Penalty: 1030.127319
	Iteration 23Q: 3 clusters Score -3842869 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3843107.500000 Penalty: 1030.127319
	Iteration 24Q: 3 clusters Score -3843108 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3843328.500000 Penalty: 1030.127319
	Iteration 25Q: 3 clusters Score -3843328 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3843519.000000 Penalty: 1030.127319
	Iteration 26Q: 3 clusters Score -3843519 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3843689.500000 Penalty: 1030.127319
	Iteration 27Q: 3 clusters Score -3843690 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3843874.750000 Penalty: 1030.127319
	Iteration 28Q: 3 clusters Score -3843875 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3844048.250000 Penalty: 1030.127319
	Iteration 29Q: 3 clusters Score -3844048 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3844240.750000 Penalty: 1030.127319
	Iteration 30Q: 3 clusters Score -3844241 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3844408.500000 Penalty: 1030.127319
	Iteration 31Q: 3 clusters Score -3844408 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3844592.500000 Penalty: 1030.127319
	Iteration 32Q: 3 clusters Score -3844592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3844767.750000 Penalty: 1030.127319
	Iteration 33Q: 3 clusters Score -3844768 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3844976.500000 Penalty: 1030.127319
	Iteration 34Q: 3 clusters Score -3844976 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76611 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3845203.250000 Penalty: 1030.127319
	Iteration 35Q: 3 clusters Score -3845203 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3845401.500000 Penalty: 1030.127319
	Iteration 36Q: 3 clusters Score -3845402 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3845598.250000 Penalty: 1030.127319
	Iteration 37Q: 3 clusters Score -3845598 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3845781.000000 Penalty: 1030.127319
	Iteration 38Q: 3 clusters Score -3845781 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3845978.000000 Penalty: 1030.127319
	Iteration 39Q: 3 clusters Score -3845978 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3846158.000000 Penalty: 1030.127319
	Iteration 40F: 3 clusters Score -3846158 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3846321.000000 Penalty: 1030.127319
	Iteration 41Q: 3 clusters Score -3846321 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3846464.500000 Penalty: 1030.127319
	Iteration 42Q: 3 clusters Score -3846464 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3846566.000000 Penalty: 1030.127319
	Iteration 43Q: 3 clusters Score -3846566 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3846657.750000 Penalty: 1030.127319
	Iteration 44Q: 3 clusters Score -3846658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3846740.250000 Penalty: 1030.127319
	Iteration 45Q: 3 clusters Score -3846740 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3846825.750000 Penalty: 1030.127319
	Iteration 46Q: 3 clusters Score -3846826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3846902.000000 Penalty: 1030.127319
	Iteration 47Q: 3 clusters Score -3846902 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3846966.750000 Penalty: 1030.127319
	Iteration 48Q: 3 clusters Score -3846967 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3847024.500000 Penalty: 1030.127319
	Iteration 49Q: 3 clusters Score -3847024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3847067.250000 Penalty: 1030.127319
	Iteration 50Q: 3 clusters Score -3847067 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3847103.750000 Penalty: 1030.127319
	Iteration 51Q: 3 clusters Score -3847104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3847124.500000 Penalty: 1030.127319
	Iteration 52Q: 3 clusters Score -3847124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3847143.250000 Penalty: 1030.127319
	Iteration 53Q: 3 clusters Score -3847143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3847159.250000 Penalty: 1030.127319
	Iteration 54Q: 3 clusters Score -3847159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3847176.000000 Penalty: 1030.127319
	Iteration 55Q: 3 clusters Score -3847176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3847187.750000 Penalty: 1030.127319
	Iteration 56Q: 3 clusters Score -3847188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3847198.000000 Penalty: 1030.127319
	Iteration 57Q: 3 clusters Score -3847198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3847207.500000 Penalty: 1030.127319
	Iteration 58Q: 3 clusters Score -3847208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3847217.250000 Penalty: 1030.127319
	Iteration 59Q: 3 clusters Score -3847217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3847225.500000 Penalty: 1030.127319
	Iteration 60F: 3 clusters Score -3847226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3847236.000000 Penalty: 1030.127319
	Iteration 61Q: 3 clusters Score -3847236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3847245.250000 Penalty: 1030.127319
	Iteration 62Q: 3 clusters Score -3847245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82063 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3847252.250000 Penalty: 1030.127319
	Iteration 63Q: 3 clusters Score -3847252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3847255.750000 Penalty: 1030.127319
	Iteration 64Q: 3 clusters Score -3847256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3847257.500000 Penalty: 1030.127319
	Iteration 65Q: 3 clusters Score -3847258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847261.750000 Penalty: 1030.127319
	Iteration 66Q: 3 clusters Score -3847262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3847261.750000 Penalty: 1030.127319
	Iteration 67Q: 3 clusters Score -3847262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3847263.250000 Penalty: 1030.127319
	Iteration 68Q: 3 clusters Score -3847263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3847262.000000 Penalty: 1030.127319
	Iteration 69Q: 3 clusters Score -3847262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3847263.750000 Penalty: 1030.127319
	Iteration 70Q: 3 clusters Score -3847264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3847268.750000 Penalty: 1030.127319
	Iteration 71Q: 3 clusters Score -3847269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3847265.750000 Penalty: 1030.127319
	Iteration 72Q: 3 clusters Score -3847266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3847268.750000 Penalty: 1030.127319
	Iteration 73Q: 3 clusters Score -3847269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3847267.500000 Penalty: 1030.127319
	Iteration 74Q: 3 clusters Score -3847268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3847267.500000 Penalty: 1030.127319
	Iteration 75F: 3 clusters Score -3847268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -35501.703125 Penalty: 307.387482
	Iteration 0F: 2 clusters Score -35501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34825.820312 Penalty: 614.774963
	Iteration 0F: 3 clusters Score -34825.82 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35109.105469 Penalty: 614.774963
	Iteration 1F: 3 clusters Score -35109.11 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -35228.898438 Penalty: 614.774963
	Iteration 2F: 3 clusters Score -35228.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35301.921875 Penalty: 614.774963
	Iteration 3F: 3 clusters Score -35301.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -35328.640625 Penalty: 614.774963
	Iteration 4Q: 3 clusters Score -35328.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -35341.710938 Penalty: 614.774963
	Iteration 5Q: 3 clusters Score -35341.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35354.222656 Penalty: 614.774963
	Iteration 6Q: 3 clusters Score -35354.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -35361.320312 Penalty: 614.774963
	Iteration 7Q: 3 clusters Score -35361.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35365.308594 Penalty: 614.774963
	Iteration 8Q: 3 clusters Score -35365.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35369.082031 Penalty: 614.774963
	Iteration 9Q: 3 clusters Score -35369.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -35371.574219 Penalty: 614.774963
	Iteration 10Q: 3 clusters Score -35371.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -35374.476562 Penalty: 614.774963
	Iteration 11Q: 3 clusters Score -35374.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35376.832031 Penalty: 614.774963
	Iteration 12Q: 3 clusters Score -35376.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -35377.234375 Penalty: 614.774963
	Iteration 13Q: 3 clusters Score -35377.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35377.488281 Penalty: 614.774963
	Iteration 14Q: 3 clusters Score -35377.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -35377.488281 Penalty: 614.774963
	Iteration 15F: 3 clusters Score -35377.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -255549.218750 Penalty: 389.202972
	Iteration 0F: 2 clusters Score -255549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -252077.375000 Penalty: 778.405945
	Iteration 0F: 3 clusters Score -252077.4 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -253453.421875 Penalty: 778.405945
	Iteration 1F: 3 clusters Score -253453.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -253556.296875 Penalty: 778.405945
	Iteration 2Q: 3 clusters Score -253556.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -253655.109375 Penalty: 778.405945
	Iteration 3Q: 3 clusters Score -253655.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -253759.968750 Penalty: 778.405945
	Iteration 4Q: 3 clusters Score -253760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -253896.890625 Penalty: 778.405945
	Iteration 5Q: 3 clusters Score -253896.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -254055.859375 Penalty: 778.405945
	Iteration 6Q: 3 clusters Score -254055.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -254224.203125 Penalty: 778.405945
	Iteration 7Q: 3 clusters Score -254224.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -254339.531250 Penalty: 778.405945
	Iteration 8Q: 3 clusters Score -254339.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -254432.437500 Penalty: 778.405945
	Iteration 9Q: 3 clusters Score -254432.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -254494.328125 Penalty: 778.405945
	Iteration 10Q: 3 clusters Score -254494.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -254540.828125 Penalty: 778.405945
	Iteration 11Q: 3 clusters Score -254540.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -254568.656250 Penalty: 778.405945
	Iteration 12Q: 3 clusters Score -254568.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254595.640625 Penalty: 778.405945
	Iteration 13Q: 3 clusters Score -254595.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -254628.453125 Penalty: 778.405945
	Iteration 14Q: 3 clusters Score -254628.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -254658.343750 Penalty: 778.405945
	Iteration 15Q: 3 clusters Score -254658.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -254693.718750 Penalty: 778.405945
	Iteration 16Q: 3 clusters Score -254693.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -254721.953125 Penalty: 778.405945
	Iteration 17Q: 3 clusters Score -254722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -254756.203125 Penalty: 778.405945
	Iteration 18Q: 3 clusters Score -254756.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -254794.421875 Penalty: 778.405945
	Iteration 19Q: 3 clusters Score -254794.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -254825.156250 Penalty: 778.405945
	Iteration 20F: 3 clusters Score -254825.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -254857.156250 Penalty: 778.405945
	Iteration 21Q: 3 clusters Score -254857.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -254885.375000 Penalty: 778.405945
	Iteration 22Q: 3 clusters Score -254885.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -254916.437500 Penalty: 778.405945
	Iteration 23Q: 3 clusters Score -254916.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -254950.562500 Penalty: 778.405945
	Iteration 24Q: 3 clusters Score -254950.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -254995.875000 Penalty: 778.405945
	Iteration 25Q: 3 clusters Score -254995.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -255045.171875 Penalty: 778.405945
	Iteration 26Q: 3 clusters Score -255045.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -255088.453125 Penalty: 778.405945
	Iteration 27Q: 3 clusters Score -255088.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -255129.812500 Penalty: 778.405945
	Iteration 28Q: 3 clusters Score -255129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -255167.281250 Penalty: 778.405945
	Iteration 29Q: 3 clusters Score -255167.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -255201.406250 Penalty: 778.405945
	Iteration 30Q: 3 clusters Score -255201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -255216.468750 Penalty: 778.405945
	Iteration 31Q: 3 clusters Score -255216.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -255222.937500 Penalty: 778.405945
	Iteration 32Q: 3 clusters Score -255222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -255226.828125 Penalty: 778.405945
	Iteration 33Q: 3 clusters Score -255226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -255231.343750 Penalty: 778.405945
	Iteration 34Q: 3 clusters Score -255231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -255235.625000 Penalty: 778.405945
	Iteration 35Q: 3 clusters Score -255235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -255238.343750 Penalty: 778.405945
	Iteration 36Q: 3 clusters Score -255238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -255241.703125 Penalty: 778.405945
	Iteration 37Q: 3 clusters Score -255241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -255244.656250 Penalty: 778.405945
	Iteration 38Q: 3 clusters Score -255244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -255245.281250 Penalty: 778.405945
	Iteration 39Q: 3 clusters Score -255245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -255251.781250 Penalty: 778.405945
	Iteration 40F: 3 clusters Score -255251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -255257.546875 Penalty: 778.405945
	Iteration 41Q: 3 clusters Score -255257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -255258.437500 Penalty: 778.405945
	Iteration 42Q: 3 clusters Score -255258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -255259.500000 Penalty: 778.405945
	Iteration 43Q: 3 clusters Score -255259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -255260.390625 Penalty: 778.405945
	Iteration 44Q: 3 clusters Score -255260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -255261.562500 Penalty: 778.405945
	Iteration 45Q: 3 clusters Score -255261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -255261.515625 Penalty: 778.405945
	Iteration 46Q: 3 clusters Score -255261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -255261.515625 Penalty: 778.405945
	Iteration 47F: 3 clusters Score -255261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Entering Unmasked Estep 
Score: -4741177.500000 Penalty: 524.259277
	Iteration 0F: 2 clusters Score -4741178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -4673744.500000 Penalty: 1048.518555
	Iteration 0F: 3 clusters Score -4673744 nChanged 49213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -4703319.000000 Penalty: 1048.518555
	Iteration 1F: 3 clusters Score -4703319 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -4704588.500000 Penalty: 1048.518555
	Iteration 2Q: 3 clusters Score -4704588 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -4706344.000000 Penalty: 1048.518555
	Iteration 3Q: 3 clusters Score -4706344 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -4708890.500000 Penalty: 1048.518555
	Iteration 4Q: 3 clusters Score -4708890 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -4712409.500000 Penalty: 1048.518555
	Iteration 5F: 3 clusters Score -4712410 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -4716444.500000 Penalty: 1048.518555
	Iteration 6F: 3 clusters Score -4716444 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -4719753.500000 Penalty: 1048.518555
	Iteration 7F: 3 clusters Score -4719754 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -4721279.000000 Penalty: 1048.518555
	Iteration 8Q: 3 clusters Score -4721279 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -4721882.500000 Penalty: 1048.518555
	Iteration 9Q: 3 clusters Score -4721882 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -4722190.000000 Penalty: 1048.518555
	Iteration 10Q: 3 clusters Score -4722190 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -4722431.500000 Penalty: 1048.518555
	Iteration 11Q: 3 clusters Score -4722432 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -4722689.000000 Penalty: 1048.518555
	Iteration 12Q: 3 clusters Score -4722689 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -4722867.500000 Penalty: 1048.518555
	Iteration 13Q: 3 clusters Score -4722868 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -4723087.000000 Penalty: 1048.518555
	Iteration 14Q: 3 clusters Score -4723087 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -4723359.000000 Penalty: 1048.518555
	Iteration 15Q: 3 clusters Score -4723359 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -4723670.000000 Penalty: 1048.518555
	Iteration 16Q: 3 clusters Score -4723670 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -4723989.500000 Penalty: 1048.518555
	Iteration 17Q: 3 clusters Score -4723990 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -4724341.500000 Penalty: 1048.518555
	Iteration 18Q: 3 clusters Score -4724342 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4724738.500000 Penalty: 1048.518555
	Iteration 19Q: 3 clusters Score -4724738 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4725168.500000 Penalty: 1048.518555
	Iteration 20F: 3 clusters Score -4725168 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4725676.500000 Penalty: 1048.518555
	Iteration 21Q: 3 clusters Score -4725676 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4726216.000000 Penalty: 1048.518555
	Iteration 22Q: 3 clusters Score -4726216 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4726810.500000 Penalty: 1048.518555
	Iteration 23Q: 3 clusters Score -4726810 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4727485.500000 Penalty: 1048.518555
	Iteration 24Q: 3 clusters Score -4727486 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -4728141.000000 Penalty: 1048.518555
	Iteration 25Q: 3 clusters Score -4728141 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4728864.500000 Penalty: 1048.518555
	Iteration 26Q: 3 clusters Score -4728864 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4729608.000000 Penalty: 1048.518555
	Iteration 27Q: 3 clusters Score -4729608 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4730336.500000 Penalty: 1048.518555
	Iteration 28Q: 3 clusters Score -4730336 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4731104.000000 Penalty: 1048.518555
	Iteration 29Q: 3 clusters Score -4731104 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4731871.000000 Penalty: 1048.518555
	Iteration 30Q: 3 clusters Score -4731871 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -4732652.000000 Penalty: 1048.518555
	Iteration 31Q: 3 clusters Score -4732652 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4733447.500000 Penalty: 1048.518555
	Iteration 32Q: 3 clusters Score -4733448 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4734283.000000 Penalty: 1048.518555
	Iteration 33Q: 3 clusters Score -4734283 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4735094.000000 Penalty: 1048.518555
	Iteration 34Q: 3 clusters Score -4735094 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4735778.000000 Penalty: 1048.518555
	Iteration 35Q: 3 clusters Score -4735778 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4736511.500000 Penalty: 1048.518555
	Iteration 36Q: 3 clusters Score -4736512 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4737136.500000 Penalty: 1048.518555
	Iteration 37Q: 3 clusters Score -4737136 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4737617.500000 Penalty: 1048.518555
	Iteration 38Q: 3 clusters Score -4737618 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4738029.500000 Penalty: 1048.518555
	Iteration 39Q: 3 clusters Score -4738030 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4738409.500000 Penalty: 1048.518555
	Iteration 40F: 3 clusters Score -4738410 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4738757.500000 Penalty: 1048.518555
	Iteration 41Q: 3 clusters Score -4738758 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4739037.500000 Penalty: 1048.518555
	Iteration 42Q: 3 clusters Score -4739038 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4739328.000000 Penalty: 1048.518555
	Iteration 43Q: 3 clusters Score -4739328 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4739531.500000 Penalty: 1048.518555
	Iteration 44Q: 3 clusters Score -4739532 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4739715.500000 Penalty: 1048.518555
	Iteration 45Q: 3 clusters Score -4739716 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4739868.500000 Penalty: 1048.518555
	Iteration 46Q: 3 clusters Score -4739868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4740024.000000 Penalty: 1048.518555
	Iteration 47Q: 3 clusters Score -4740024 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4740135.500000 Penalty: 1048.518555
	Iteration 48Q: 3 clusters Score -4740136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4740238.000000 Penalty: 1048.518555
	Iteration 49Q: 3 clusters Score -4740238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4740334.000000 Penalty: 1048.518555
	Iteration 50Q: 3 clusters Score -4740334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4740399.500000 Penalty: 1048.518555
	Iteration 51Q: 3 clusters Score -4740400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4740477.500000 Penalty: 1048.518555
	Iteration 52Q: 3 clusters Score -4740478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4740526.000000 Penalty: 1048.518555
	Iteration 53Q: 3 clusters Score -4740526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4740562.500000 Penalty: 1048.518555
	Iteration 54Q: 3 clusters Score -4740562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4740609.500000 Penalty: 1048.518555
	Iteration 55Q: 3 clusters Score -4740610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4740627.500000 Penalty: 1048.518555
	Iteration 56Q: 3 clusters Score -4740628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4740659.000000 Penalty: 1048.518555
	Iteration 57Q: 3 clusters Score -4740659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4740673.000000 Penalty: 1048.518555
	Iteration 58Q: 3 clusters Score -4740673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4740690.500000 Penalty: 1048.518555
	Iteration 59Q: 3 clusters Score -4740690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4740701.500000 Penalty: 1048.518555
	Iteration 60F: 3 clusters Score -4740702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4740717.500000 Penalty: 1048.518555
	Iteration 61Q: 3 clusters Score -4740718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4740735.000000 Penalty: 1048.518555
	Iteration 62Q: 3 clusters Score -4740735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4740737.500000 Penalty: 1048.518555
	Iteration 63Q: 3 clusters Score -4740738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100706 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4740739.000000 Penalty: 1048.518555
	Iteration 64Q: 3 clusters Score -4740739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4740737.500000 Penalty: 1048.518555
	Iteration 65Q: 3 clusters Score -4740738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4740737.500000 Penalty: 1048.518555
	Iteration 66Q: 3 clusters Score -4740738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4740737.500000 Penalty: 1048.518555
	Iteration 67F: 3 clusters Score -4740738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Entering Unmasked Estep 
Score: -219930.296875 Penalty: 388.370819
	Iteration 0F: 2 clusters Score -219930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -216508.375000 Penalty: 776.741638
	Iteration 0F: 3 clusters Score -216508.4 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -217724.953125 Penalty: 776.741638
	Iteration 1F: 3 clusters Score -217725 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -217863.609375 Penalty: 776.741638
	Iteration 2F: 3 clusters Score -217863.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -218002.156250 Penalty: 776.741638
	Iteration 3F: 3 clusters Score -218002.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -218165.703125 Penalty: 776.741638
	Iteration 4F: 3 clusters Score -218165.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -218354.140625 Penalty: 776.741638
	Iteration 5F: 3 clusters Score -218354.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -218568.500000 Penalty: 776.741638
	Iteration 6F: 3 clusters Score -218568.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -218801.484375 Penalty: 776.741638
	Iteration 7F: 3 clusters Score -218801.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219001.843750 Penalty: 776.741638
	Iteration 8Q: 3 clusters Score -219001.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -219163.703125 Penalty: 776.741638
	Iteration 9Q: 3 clusters Score -219163.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -219276.906250 Penalty: 776.741638
	Iteration 10Q: 3 clusters Score -219276.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -219364.312500 Penalty: 776.741638
	Iteration 11Q: 3 clusters Score -219364.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -219433.484375 Penalty: 776.741638
	Iteration 12Q: 3 clusters Score -219433.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -219497.437500 Penalty: 776.741638
	Iteration 13Q: 3 clusters Score -219497.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -219529.343750 Penalty: 776.741638
	Iteration 14Q: 3 clusters Score -219529.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -219556.953125 Penalty: 776.741638
	Iteration 15Q: 3 clusters Score -219557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -219573.406250 Penalty: 776.741638
	Iteration 16Q: 3 clusters Score -219573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -219591.125000 Penalty: 776.741638
	Iteration 17Q: 3 clusters Score -219591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -219604.578125 Penalty: 776.741638
	Iteration 18Q: 3 clusters Score -219604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -219614.906250 Penalty: 776.741638
	Iteration 19Q: 3 clusters Score -219614.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -219623.062500 Penalty: 776.741638
	Iteration 20F: 3 clusters Score -219623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -219625.468750 Penalty: 776.741638
	Iteration 21Q: 3 clusters Score -219625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -219625.468750 Penalty: 776.741638
	Iteration 22F: 3 clusters Score -219625.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -9749.798828 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -9749.799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9448.858398 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -9448.858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9515.481445 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -9515.481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9527.651367 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -9527.651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9545.937500 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -9545.938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9551.198242 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -9551.198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9558.934570 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -9558.935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9569.434570 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -9569.435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9580.866211 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -9580.866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9583.993164 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -9583.993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9585.916992 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -9585.917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9588.785156 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -9588.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9590.440430 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -9590.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9591.086914 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -9591.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9593.336914 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -9593.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9600.202148 Penalty: 499.116516
	Iteration 14Q: 3 clusters Score -9600.202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9607.157227 Penalty: 499.116516
	Iteration 15Q: 3 clusters Score -9607.157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9611.009766 Penalty: 499.116516
	Iteration 16Q: 3 clusters Score -9611.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9612.419922 Penalty: 499.116516
	Iteration 17Q: 3 clusters Score -9612.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9620.918945 Penalty: 499.116516
	Iteration 18Q: 3 clusters Score -9620.919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9624.198242 Penalty: 499.116516
	Iteration 19Q: 3 clusters Score -9624.198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9629.006836 Penalty: 499.116516
	Iteration 20F: 3 clusters Score -9629.007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Entering Unmasked Estep 
Score: -4609888.500000 Penalty: 522.512695
	Iteration 0F: 2 clusters Score -4609888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -4544590.000000 Penalty: 1045.025391
	Iteration 0F: 3 clusters Score -4544590 nChanged 47347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -4573801.500000 Penalty: 1045.025391
	Iteration 1F: 3 clusters Score -4573802 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -4576181.000000 Penalty: 1045.025391
	Iteration 2F: 3 clusters Score -4576181 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -4580818.500000 Penalty: 1045.025391
	Iteration 3F: 3 clusters Score -4580818 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -4588753.500000 Penalty: 1045.025391
	Iteration 4F: 3 clusters Score -4588754 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -4598331.000000 Penalty: 1045.025391
	Iteration 5F: 3 clusters Score -4598331 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -4605237.500000 Penalty: 1045.025391
	Iteration 6F: 3 clusters Score -4605238 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -4608274.000000 Penalty: 1045.025391
	Iteration 7Q: 3 clusters Score -4608274 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -4609137.500000 Penalty: 1045.025391
	Iteration 8Q: 3 clusters Score -4609138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -4609420.500000 Penalty: 1045.025391
	Iteration 9Q: 3 clusters Score -4609420 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -4609555.500000 Penalty: 1045.025391
	Iteration 10Q: 3 clusters Score -4609556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -4609613.500000 Penalty: 1045.025391
	Iteration 11Q: 3 clusters Score -4609614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -4609644.500000 Penalty: 1045.025391
	Iteration 12Q: 3 clusters Score -4609644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -4609680.000000 Penalty: 1045.025391
	Iteration 13Q: 3 clusters Score -4609680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -4609699.500000 Penalty: 1045.025391
	Iteration 14Q: 3 clusters Score -4609700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -4609726.500000 Penalty: 1045.025391
	Iteration 15Q: 3 clusters Score -4609726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -4609759.000000 Penalty: 1045.025391
	Iteration 16Q: 3 clusters Score -4609759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -4609824.000000 Penalty: 1045.025391
	Iteration 17Q: 3 clusters Score -4609824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -4609899.000000 Penalty: 1045.025391
	Iteration 18Q: 3 clusters Score -4609899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -4609944.500000 Penalty: 1045.025391
	Iteration 19Q: 3 clusters Score -4609944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -4609994.000000 Penalty: 1045.025391
	Iteration 20F: 3 clusters Score -4609994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -4610022.500000 Penalty: 1045.025391
	Iteration 21Q: 3 clusters Score -4610022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -4610042.500000 Penalty: 1045.025391
	Iteration 22Q: 3 clusters Score -4610042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -4610067.500000 Penalty: 1045.025391
	Iteration 23Q: 3 clusters Score -4610068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -4610077.500000 Penalty: 1045.025391
	Iteration 24Q: 3 clusters Score -4610078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 96220 members 
Entering Unmasked Estep 
Score: -4610093.500000 Penalty: 1045.025391
	Iteration 25Q: 3 clusters Score -4610094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -4610102.500000 Penalty: 1045.025391
	Iteration 26Q: 3 clusters Score -4610102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -4610106.000000 Penalty: 1045.025391
	Iteration 27Q: 3 clusters Score -4610106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -4610101.000000 Penalty: 1045.025391
	Iteration 28Q: 3 clusters Score -4610101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -4610112.500000 Penalty: 1045.025391
	Iteration 29Q: 3 clusters Score -4610112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -4610116.000000 Penalty: 1045.025391
	Iteration 30Q: 3 clusters Score -4610116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -4610114.000000 Penalty: 1045.025391
	Iteration 31Q: 3 clusters Score -4610114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -4610118.500000 Penalty: 1045.025391
	Iteration 32Q: 3 clusters Score -4610118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -4610117.500000 Penalty: 1045.025391
	Iteration 33Q: 3 clusters Score -4610118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -4610125.000000 Penalty: 1045.025391
	Iteration 34Q: 3 clusters Score -4610125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -4610121.500000 Penalty: 1045.025391
	Iteration 35Q: 3 clusters Score -4610122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 96043 members 
Entering Unmasked Estep 
Score: -4610122.000000 Penalty: 1045.025391
	Iteration 36Q: 3 clusters Score -4610122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -4610122.500000 Penalty: 1045.025391
	Iteration 37Q: 3 clusters Score -4610122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -4610119.500000 Penalty: 1045.025391
	Iteration 38Q: 3 clusters Score -4610120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -4610119.000000 Penalty: 1045.025391
	Iteration 39Q: 3 clusters Score -4610119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -4610123.500000 Penalty: 1045.025391
	Iteration 40F: 3 clusters Score -4610124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -4610121.500000 Penalty: 1045.025391
	Iteration 41Q: 3 clusters Score -4610122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -4610126.000000 Penalty: 1045.025391
	Iteration 42Q: 3 clusters Score -4610126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -4610124.500000 Penalty: 1045.025391
	Iteration 43Q: 3 clusters Score -4610124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
Score: -4610131.000000 Penalty: 1045.025391
	Iteration 44Q: 3 clusters Score -4610131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -4610130.500000 Penalty: 1045.025391
	Iteration 45Q: 3 clusters Score -4610130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -4610128.500000 Penalty: 1045.025391
	Iteration 46Q: 3 clusters Score -4610128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -4610128.500000 Penalty: 1045.025391
	Iteration 47Q: 3 clusters Score -4610128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -4610127.500000 Penalty: 1045.025391
	Iteration 48Q: 3 clusters Score -4610128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -4610128.000000 Penalty: 1045.025391
	Iteration 49Q: 3 clusters Score -4610128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 95984 members 
Entering Unmasked Estep 
Score: -4610124.500000 Penalty: 1045.025391
	Iteration 50Q: 3 clusters Score -4610124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -4610129.000000 Penalty: 1045.025391
	Iteration 51Q: 3 clusters Score -4610129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 95978 members 
Entering Unmasked Estep 
Score: -4610130.000000 Penalty: 1045.025391
	Iteration 52Q: 3 clusters Score -4610130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 95975 members 
Entering Unmasked Estep 
Score: -4610129.500000 Penalty: 1045.025391
	Iteration 53Q: 3 clusters Score -4610130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -4610126.500000 Penalty: 1045.025391
	Iteration 54Q: 3 clusters Score -4610126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -4610126.000000 Penalty: 1045.025391
	Iteration 55Q: 3 clusters Score -4610126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -4610129.000000 Penalty: 1045.025391
	Iteration 56Q: 3 clusters Score -4610129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -4610132.500000 Penalty: 1045.025391
	Iteration 57Q: 3 clusters Score -4610132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -4610129.500000 Penalty: 1045.025391
	Iteration 58Q: 3 clusters Score -4610130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -4610135.000000 Penalty: 1045.025391
	Iteration 59Q: 3 clusters Score -4610135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -4610136.500000 Penalty: 1045.025391
	Iteration 60F: 3 clusters Score -4610136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82461 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156095 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 95953 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 15093 members 
Entering Unmasked Estep 
Score: -23231606.000000 Penalty: 13175.466797
Splitting cluster 9 changes total score from -23231362.000000 to -23231606.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -34887.339844 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -34887.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -34175.460938 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -34175.46 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34523.566406 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -34523.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34692.890625 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -34692.89 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34849.035156 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -34849.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35009.347656 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -35009.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35064.500000 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -35064.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35077.554688 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -35077.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35083.097656 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -35083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35086.667969 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -35086.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35090.535156 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -35090.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35090.984375 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -35090.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35093.222656 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -35093.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35095.906250 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -35095.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35095.906250 Penalty: 617.898865
	Iteration 13F: 3 clusters Score -35095.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82461 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156095 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 95953 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 174 members 
Entering Unmasked Estep 
Score: -23231514.000000 Penalty: 13774.352539
Splitting cluster 10 changes total score from -23231362.000000 to -23231514.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -36029.125000 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -36029.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -35326.867188 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -35326.87 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35813.347656 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -35813.35 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35999.683594 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -35999.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36093.621094 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -36093.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36158.843750 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -36158.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36199.769531 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -36199.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -36215.406250 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -36215.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36218.726562 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -36218.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36223.585938 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -36223.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -36226.304688 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -36226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36228.339844 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -36228.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36232.402344 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -36232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36232.402344 Penalty: 617.898865
	Iteration 12F: 3 clusters Score -36232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82461 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156095 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 95953 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 85 members 
Entering Unmasked Estep 
Score: -23231430.000000 Penalty: 14373.237305
Splitting cluster 11 changes total score from -23231362.000000 to -23231430.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (39613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Entering Unmasked Estep 
Score: -1748893.750000 Penalty: 481.704498
	Iteration 0F: 2 clusters Score -1748894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1722222.875000 Penalty: 963.408997
	Iteration 0F: 3 clusters Score -1722223 nChanged 19235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1734358.375000 Penalty: 963.408997
	Iteration 1F: 3 clusters Score -1734358 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1735450.875000 Penalty: 963.408997
	Iteration 2F: 3 clusters Score -1735451 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1737035.750000 Penalty: 963.408997
	Iteration 3F: 3 clusters Score -1737036 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1739056.125000 Penalty: 963.408997
	Iteration 4F: 3 clusters Score -1739056 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1741031.500000 Penalty: 963.408997
	Iteration 5F: 3 clusters Score -1741032 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1742384.250000 Penalty: 963.408997
	Iteration 6Q: 3 clusters Score -1742384 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1743131.375000 Penalty: 963.408997
	Iteration 7Q: 3 clusters Score -1743131 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1743626.750000 Penalty: 963.408997
	Iteration 8Q: 3 clusters Score -1743627 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1744102.125000 Penalty: 963.408997
	Iteration 9Q: 3 clusters Score -1744102 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1744619.625000 Penalty: 963.408997
	Iteration 10Q: 3 clusters Score -1744620 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1745155.125000 Penalty: 963.408997
	Iteration 11Q: 3 clusters Score -1745155 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1745730.375000 Penalty: 963.408997
	Iteration 12Q: 3 clusters Score -1745730 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1746260.625000 Penalty: 963.408997
	Iteration 13Q: 3 clusters Score -1746261 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1746777.125000 Penalty: 963.408997
	Iteration 14Q: 3 clusters Score -1746777 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1747277.000000 Penalty: 963.408997
	Iteration 15Q: 3 clusters Score -1747277 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1747708.000000 Penalty: 963.408997
	Iteration 16Q: 3 clusters Score -1747708 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1748017.375000 Penalty: 963.408997
	Iteration 17Q: 3 clusters Score -1748017 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1748222.750000 Penalty: 963.408997
	Iteration 18Q: 3 clusters Score -1748223 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1748379.750000 Penalty: 963.408997
	Iteration 19Q: 3 clusters Score -1748380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1748489.750000 Penalty: 963.408997
	Iteration 20F: 3 clusters Score -1748490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1748536.750000 Penalty: 963.408997
	Iteration 21Q: 3 clusters Score -1748537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1748552.000000 Penalty: 963.408997
	Iteration 22Q: 3 clusters Score -1748552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1748560.625000 Penalty: 963.408997
	Iteration 23Q: 3 clusters Score -1748561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1748567.750000 Penalty: 963.408997
	Iteration 24Q: 3 clusters Score -1748568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1748576.875000 Penalty: 963.408997
	Iteration 25Q: 3 clusters Score -1748577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1748580.875000 Penalty: 963.408997
	Iteration 26Q: 3 clusters Score -1748581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1748583.250000 Penalty: 963.408997
	Iteration 27Q: 3 clusters Score -1748583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1748589.875000 Penalty: 963.408997
	Iteration 28Q: 3 clusters Score -1748590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1748592.625000 Penalty: 963.408997
	Iteration 29Q: 3 clusters Score -1748593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1748593.875000 Penalty: 963.408997
	Iteration 30Q: 3 clusters Score -1748594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1748594.500000 Penalty: 963.408997
	Iteration 31Q: 3 clusters Score -1748594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1748595.500000 Penalty: 963.408997
	Iteration 32Q: 3 clusters Score -1748596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1748597.875000 Penalty: 963.408997
	Iteration 33Q: 3 clusters Score -1748598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1748597.875000 Penalty: 963.408997
	Iteration 34F: 3 clusters Score -1748598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -89215.867188 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -89215.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87746.484375 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -87746.48 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -88225.125000 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -88225.12 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -88296.859375 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -88296.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88343.265625 Penalty: 695.251221
	Iteration 3F: 3 clusters Score -88343.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -88378.367188 Penalty: 695.251221
	Iteration 4Q: 3 clusters Score -88378.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -88409.796875 Penalty: 695.251221
	Iteration 5Q: 3 clusters Score -88409.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -88439.304688 Penalty: 695.251221
	Iteration 6Q: 3 clusters Score -88439.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -88468.640625 Penalty: 695.251221
	Iteration 7Q: 3 clusters Score -88468.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -88503.757812 Penalty: 695.251221
	Iteration 8Q: 3 clusters Score -88503.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -88536.718750 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -88536.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -88569.359375 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -88569.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88605.406250 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -88605.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -88633.390625 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -88633.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -88651.421875 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -88651.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -88671.101562 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -88671.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -88696.992188 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -88696.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -88723.921875 Penalty: 695.251221
	Iteration 16Q: 3 clusters Score -88723.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -88762.531250 Penalty: 695.251221
	Iteration 17Q: 3 clusters Score -88762.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -88817.250000 Penalty: 695.251221
	Iteration 18Q: 3 clusters Score -88817.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -88869.429688 Penalty: 695.251221
	Iteration 19Q: 3 clusters Score -88869.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -88901.726562 Penalty: 695.251221
	Iteration 20F: 3 clusters Score -88901.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -88925.132812 Penalty: 695.251221
	Iteration 21Q: 3 clusters Score -88925.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -88948.257812 Penalty: 695.251221
	Iteration 22Q: 3 clusters Score -88948.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -88958.687500 Penalty: 695.251221
	Iteration 23Q: 3 clusters Score -88958.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -88966.757812 Penalty: 695.251221
	Iteration 24Q: 3 clusters Score -88966.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -88972.390625 Penalty: 695.251221
	Iteration 25Q: 3 clusters Score -88972.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -88976.304688 Penalty: 695.251221
	Iteration 26Q: 3 clusters Score -88976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -88978.023438 Penalty: 695.251221
	Iteration 27Q: 3 clusters Score -88978.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -88979.328125 Penalty: 695.251221
	Iteration 28Q: 3 clusters Score -88979.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -88981.304688 Penalty: 695.251221
	Iteration 29Q: 3 clusters Score -88981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -88982.921875 Penalty: 695.251221
	Iteration 30Q: 3 clusters Score -88982.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -88984.101562 Penalty: 695.251221
	Iteration 31Q: 3 clusters Score -88984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -88984.609375 Penalty: 695.251221
	Iteration 32Q: 3 clusters Score -88984.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -88984.929688 Penalty: 695.251221
	Iteration 33Q: 3 clusters Score -88984.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -88985.218750 Penalty: 695.251221
	Iteration 34Q: 3 clusters Score -88985.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -88985.406250 Penalty: 695.251221
	Iteration 35Q: 3 clusters Score -88985.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -88985.406250 Penalty: 695.251221
	Iteration 36F: 3 clusters Score -88985.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Entering Unmasked Estep 
Score: -7220862.000000 Penalty: 544.099060
	Iteration 0F: 2 clusters Score -7220862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -7117768.500000 Penalty: 1088.198120
	Iteration 0F: 3 clusters Score -7117768 nChanged 76720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -7161928.000000 Penalty: 1088.198120
	Iteration 1F: 3 clusters Score -7161928 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -7162716.500000 Penalty: 1088.198120
	Iteration 2Q: 3 clusters Score -7162716 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -7164030.500000 Penalty: 1088.198120
	Iteration 3Q: 3 clusters Score -7164030 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -7166688.500000 Penalty: 1088.198120
	Iteration 4Q: 3 clusters Score -7166688 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -7172358.500000 Penalty: 1088.198120
	Iteration 5F: 3 clusters Score -7172358 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115467 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7182677.000000 Penalty: 1088.198120
	Iteration 6F: 3 clusters Score -7182677 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7197132.500000 Penalty: 1088.198120
	Iteration 7F: 3 clusters Score -7197132 nChanged 13286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144089 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -7210955.500000 Penalty: 1088.198120
	Iteration 8F: 3 clusters Score -7210956 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7218187.000000 Penalty: 1088.198120
	Iteration 9F: 3 clusters Score -7218187 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7220056.000000 Penalty: 1088.198120
	Iteration 10Q: 3 clusters Score -7220056 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7220321.500000 Penalty: 1088.198120
	Iteration 11Q: 3 clusters Score -7220322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155993 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7220362.500000 Penalty: 1088.198120
	Iteration 12Q: 3 clusters Score -7220362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7220393.000000 Penalty: 1088.198120
	Iteration 13Q: 3 clusters Score -7220393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7220403.500000 Penalty: 1088.198120
	Iteration 14Q: 3 clusters Score -7220404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7220407.000000 Penalty: 1088.198120
	Iteration 15Q: 3 clusters Score -7220407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7220415.000000 Penalty: 1088.198120
	Iteration 16Q: 3 clusters Score -7220415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7220415.500000 Penalty: 1088.198120
	Iteration 17Q: 3 clusters Score -7220416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7220415.500000 Penalty: 1088.198120
	Iteration 18F: 3 clusters Score -7220416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -20964.402344 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -20964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20475.558594 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -20475.56 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20748.972656 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -20748.97 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21001.058594 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -21001.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21235.501953 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -21235.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21324.347656 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -21324.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21331.925781 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -21331.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21336.125000 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -21336.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21339.974609 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -21339.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21345.638672 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -21345.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21352.572266 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -21352.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21362.042969 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -21362.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21366.703125 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -21366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21373.521484 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -21373.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21382.685547 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -21382.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21388.326172 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -21388.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21389.845703 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -21389.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21391.640625 Penalty: 568.571899
	Iteration 16Q: 3 clusters Score -21391.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21391.640625 Penalty: 568.571899
	Iteration 17F: 3 clusters Score -21391.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82461 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156095 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 95953 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 85 members 
Mstep: Class 25 contains 148 members 
Entering Unmasked Estep 
Score: -23231548.000000 Penalty: 14972.122070
Splitting cluster 15 changes total score from -23231362.000000 to -23231548.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8918.728516 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8918.729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8965.797852 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8965.798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8975.690430 Penalty: 485.715973
	Iteration 2Q: 3 clusters Score -8975.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8980.892578 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8980.893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8987.632812 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8987.633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8990.550781 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8990.551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8991.666016 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8991.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8991.666016 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -8991.666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -61549.964844 Penalty: 328.024963
	Iteration 0F: 2 clusters Score -61549.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -60517.984375 Penalty: 656.049927
	Iteration 0F: 3 clusters Score -60517.98 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -60866.679688 Penalty: 656.049927
	Iteration 1F: 3 clusters Score -60866.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60937.578125 Penalty: 656.049927
	Iteration 2F: 3 clusters Score -60937.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -60985.679688 Penalty: 656.049927
	Iteration 3F: 3 clusters Score -60985.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61019.187500 Penalty: 656.049927
	Iteration 4Q: 3 clusters Score -61019.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61043.316406 Penalty: 656.049927
	Iteration 5Q: 3 clusters Score -61043.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61066.230469 Penalty: 656.049927
	Iteration 6Q: 3 clusters Score -61066.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -61088.500000 Penalty: 656.049927
	Iteration 7Q: 3 clusters Score -61088.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -61103.187500 Penalty: 656.049927
	Iteration 8Q: 3 clusters Score -61103.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61112.273438 Penalty: 656.049927
	Iteration 9Q: 3 clusters Score -61112.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61128.617188 Penalty: 656.049927
	Iteration 10Q: 3 clusters Score -61128.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61151.726562 Penalty: 656.049927
	Iteration 11Q: 3 clusters Score -61151.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61165.378906 Penalty: 656.049927
	Iteration 12Q: 3 clusters Score -61165.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61177.855469 Penalty: 656.049927
	Iteration 13Q: 3 clusters Score -61177.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61182.957031 Penalty: 656.049927
	Iteration 14Q: 3 clusters Score -61182.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61185.339844 Penalty: 656.049927
	Iteration 15Q: 3 clusters Score -61185.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61188.566406 Penalty: 656.049927
	Iteration 16Q: 3 clusters Score -61188.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61191.992188 Penalty: 656.049927
	Iteration 17Q: 3 clusters Score -61191.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61193.964844 Penalty: 656.049927
	Iteration 18Q: 3 clusters Score -61193.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61195.839844 Penalty: 656.049927
	Iteration 19Q: 3 clusters Score -61195.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61198.714844 Penalty: 656.049927
	Iteration 20F: 3 clusters Score -61198.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61201.011719 Penalty: 656.049927
	Iteration 21Q: 3 clusters Score -61201.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61203.921875 Penalty: 656.049927
	Iteration 22Q: 3 clusters Score -61203.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61204.847656 Penalty: 656.049927
	Iteration 23Q: 3 clusters Score -61204.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61204.847656 Penalty: 656.049927
	Iteration 24F: 3 clusters Score -61204.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -109621.125000 Penalty: 352.397614
	Iteration 0F: 2 clusters Score -109621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -107989.156250 Penalty: 704.795227
	Iteration 0F: 3 clusters Score -107989.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -108540.156250 Penalty: 704.795227
	Iteration 1F: 3 clusters Score -108540.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -108637.320312 Penalty: 704.795227
	Iteration 2F: 3 clusters Score -108637.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -108728.796875 Penalty: 704.795227
	Iteration 3F: 3 clusters Score -108728.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -108811.242188 Penalty: 704.795227
	Iteration 4F: 3 clusters Score -108811.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -108873.953125 Penalty: 704.795227
	Iteration 5Q: 3 clusters Score -108874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -108932.250000 Penalty: 704.795227
	Iteration 6Q: 3 clusters Score -108932.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -108982.492188 Penalty: 704.795227
	Iteration 7Q: 3 clusters Score -108982.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -109015.640625 Penalty: 704.795227
	Iteration 8Q: 3 clusters Score -109015.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -109037.968750 Penalty: 704.795227
	Iteration 9Q: 3 clusters Score -109038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -109063.421875 Penalty: 704.795227
	Iteration 10Q: 3 clusters Score -109063.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -109089.437500 Penalty: 704.795227
	Iteration 11Q: 3 clusters Score -109089.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -109112.406250 Penalty: 704.795227
	Iteration 12Q: 3 clusters Score -109112.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -109137.726562 Penalty: 704.795227
	Iteration 13Q: 3 clusters Score -109137.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -109167.421875 Penalty: 704.795227
	Iteration 14Q: 3 clusters Score -109167.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -109197.703125 Penalty: 704.795227
	Iteration 15Q: 3 clusters Score -109197.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -109230.343750 Penalty: 704.795227
	Iteration 16Q: 3 clusters Score -109230.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -109262.039062 Penalty: 704.795227
	Iteration 17Q: 3 clusters Score -109262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -109275.445312 Penalty: 704.795227
	Iteration 18Q: 3 clusters Score -109275.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -109288.625000 Penalty: 704.795227
	Iteration 19Q: 3 clusters Score -109288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -109295.539062 Penalty: 704.795227
	Iteration 20F: 3 clusters Score -109295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -109298.507812 Penalty: 704.795227
	Iteration 21Q: 3 clusters Score -109298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -109302.656250 Penalty: 704.795227
	Iteration 22Q: 3 clusters Score -109302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -109308.421875 Penalty: 704.795227
	Iteration 23Q: 3 clusters Score -109308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -109311.367188 Penalty: 704.795227
	Iteration 24Q: 3 clusters Score -109311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -109312.289062 Penalty: 704.795227
	Iteration 25Q: 3 clusters Score -109312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -109313.609375 Penalty: 704.795227
	Iteration 26Q: 3 clusters Score -109313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -109314.640625 Penalty: 704.795227
	Iteration 27Q: 3 clusters Score -109314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -109315.820312 Penalty: 704.795227
	Iteration 28Q: 3 clusters Score -109315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -109317.859375 Penalty: 704.795227
	Iteration 29Q: 3 clusters Score -109317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -109320.164062 Penalty: 704.795227
	Iteration 30Q: 3 clusters Score -109320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -109322.750000 Penalty: 704.795227
	Iteration 31Q: 3 clusters Score -109322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -109322.960938 Penalty: 704.795227
	Iteration 32Q: 3 clusters Score -109323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -109325.367188 Penalty: 704.795227
	Iteration 33Q: 3 clusters Score -109325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -109325.664062 Penalty: 704.795227
	Iteration 34Q: 3 clusters Score -109325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -109326.367188 Penalty: 704.795227
	Iteration 35Q: 3 clusters Score -109326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -109326.367188 Penalty: 704.795227
	Iteration 36F: 3 clusters Score -109326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -189132.015625 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -189132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -186302.593750 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -186302.6 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -187482.125000 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -187482.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -187694.968750 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -187695 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -187875.140625 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -187875.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -188047.218750 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -188047.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -188195.515625 Penalty: 758.064697
	Iteration 5Q: 3 clusters Score -188195.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188330.937500 Penalty: 758.064697
	Iteration 6Q: 3 clusters Score -188330.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -188466.031250 Penalty: 758.064697
	Iteration 7Q: 3 clusters Score -188466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -188617.265625 Penalty: 758.064697
	Iteration 8Q: 3 clusters Score -188617.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -188696.812500 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -188696.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -188722.906250 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -188722.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -188745.593750 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -188745.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -188763.000000 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -188763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188778.281250 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -188778.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -188793.578125 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -188793.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -188806.078125 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -188806.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -188825.703125 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -188825.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -188836.500000 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -188836.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -188843.781250 Penalty: 758.064697
	Iteration 18Q: 3 clusters Score -188843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188849.296875 Penalty: 758.064697
	Iteration 19Q: 3 clusters Score -188849.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188854.281250 Penalty: 758.064697
	Iteration 20F: 3 clusters Score -188854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188858.671875 Penalty: 758.064697
	Iteration 21Q: 3 clusters Score -188858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188861.937500 Penalty: 758.064697
	Iteration 22Q: 3 clusters Score -188861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188866.140625 Penalty: 758.064697
	Iteration 23Q: 3 clusters Score -188866.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188869.406250 Penalty: 758.064697
	Iteration 24Q: 3 clusters Score -188869.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188871.562500 Penalty: 758.064697
	Iteration 25Q: 3 clusters Score -188871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188871.671875 Penalty: 758.064697
	Iteration 26Q: 3 clusters Score -188871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188872.703125 Penalty: 758.064697
	Iteration 27Q: 3 clusters Score -188872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -188874.125000 Penalty: 758.064697
	Iteration 28Q: 3 clusters Score -188874.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -188876.203125 Penalty: 758.064697
	Iteration 29Q: 3 clusters Score -188876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188877.234375 Penalty: 758.064697
	Iteration 30Q: 3 clusters Score -188877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188878.421875 Penalty: 758.064697
	Iteration 31Q: 3 clusters Score -188878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -188878.750000 Penalty: 758.064697
	Iteration 32Q: 3 clusters Score -188878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188878.890625 Penalty: 758.064697
	Iteration 33Q: 3 clusters Score -188878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188878.984375 Penalty: 758.064697
	Iteration 34Q: 3 clusters Score -188879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -188878.984375 Penalty: 758.064697
	Iteration 35F: 3 clusters Score -188879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -20034.625000 Penalty: 278.373413
	Iteration 0F: 2 clusters Score -20034.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19584.060547 Penalty: 556.746826
	Iteration 0F: 3 clusters Score -19584.06 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19696.474609 Penalty: 556.746826
	Iteration 1F: 3 clusters Score -19696.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19739.003906 Penalty: 556.746826
	Iteration 2F: 3 clusters Score -19739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19765.603516 Penalty: 556.746826
	Iteration 3F: 3 clusters Score -19765.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19787.876953 Penalty: 556.746826
	Iteration 4Q: 3 clusters Score -19787.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19805.167969 Penalty: 556.746826
	Iteration 5Q: 3 clusters Score -19805.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19810.888672 Penalty: 556.746826
	Iteration 6Q: 3 clusters Score -19810.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19818.736328 Penalty: 556.746826
	Iteration 7Q: 3 clusters Score -19818.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19825.158203 Penalty: 556.746826
	Iteration 8Q: 3 clusters Score -19825.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19829.535156 Penalty: 556.746826
	Iteration 9Q: 3 clusters Score -19829.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19835.636719 Penalty: 556.746826
	Iteration 10Q: 3 clusters Score -19835.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19842.939453 Penalty: 556.746826
	Iteration 11Q: 3 clusters Score -19842.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19849.058594 Penalty: 556.746826
	Iteration 12Q: 3 clusters Score -19849.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19854.136719 Penalty: 556.746826
	Iteration 13Q: 3 clusters Score -19854.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19861.257812 Penalty: 556.746826
	Iteration 14Q: 3 clusters Score -19861.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19869.623047 Penalty: 556.746826
	Iteration 15Q: 3 clusters Score -19869.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19871.771484 Penalty: 556.746826
	Iteration 16Q: 3 clusters Score -19871.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19874.488281 Penalty: 556.746826
	Iteration 17Q: 3 clusters Score -19874.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19876.076172 Penalty: 556.746826
	Iteration 18Q: 3 clusters Score -19876.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19876.611328 Penalty: 556.746826
	Iteration 19Q: 3 clusters Score -19876.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19876.611328 Penalty: 556.746826
	Iteration 20F: 3 clusters Score -19876.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -735666.187500 Penalty: 437.800385
	Iteration 0F: 2 clusters Score -735666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -725596.437500 Penalty: 875.600769
	Iteration 0F: 3 clusters Score -725596.4 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -730015.125000 Penalty: 875.600769
	Iteration 1F: 3 clusters Score -730015.1 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -730669.937500 Penalty: 875.600769
	Iteration 2F: 3 clusters Score -730669.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -731645.437500 Penalty: 875.600769
	Iteration 3F: 3 clusters Score -731645.4 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -732775.750000 Penalty: 875.600769
	Iteration 4F: 3 clusters Score -732775.8 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -733676.625000 Penalty: 875.600769
	Iteration 5F: 3 clusters Score -733676.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -734070.125000 Penalty: 875.600769
	Iteration 6Q: 3 clusters Score -734070.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -734219.125000 Penalty: 875.600769
	Iteration 7Q: 3 clusters Score -734219.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -734306.687500 Penalty: 875.600769
	Iteration 8Q: 3 clusters Score -734306.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -734382.187500 Penalty: 875.600769
	Iteration 9Q: 3 clusters Score -734382.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -734440.937500 Penalty: 875.600769
	Iteration 10Q: 3 clusters Score -734440.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -734490.312500 Penalty: 875.600769
	Iteration 11Q: 3 clusters Score -734490.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -734529.250000 Penalty: 875.600769
	Iteration 12Q: 3 clusters Score -734529.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -734564.062500 Penalty: 875.600769
	Iteration 13Q: 3 clusters Score -734564.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -734600.000000 Penalty: 875.600769
	Iteration 14Q: 3 clusters Score -734600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -734621.937500 Penalty: 875.600769
	Iteration 15Q: 3 clusters Score -734621.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -734645.750000 Penalty: 875.600769
	Iteration 16Q: 3 clusters Score -734645.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -734671.000000 Penalty: 875.600769
	Iteration 17Q: 3 clusters Score -734671 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -734694.000000 Penalty: 875.600769
	Iteration 18Q: 3 clusters Score -734694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -734718.375000 Penalty: 875.600769
	Iteration 19Q: 3 clusters Score -734718.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -734734.687500 Penalty: 875.600769
	Iteration 20F: 3 clusters Score -734734.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -734753.062500 Penalty: 875.600769
	Iteration 21Q: 3 clusters Score -734753.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -734767.937500 Penalty: 875.600769
	Iteration 22Q: 3 clusters Score -734767.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -734784.500000 Penalty: 875.600769
	Iteration 23Q: 3 clusters Score -734784.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -734798.187500 Penalty: 875.600769
	Iteration 24Q: 3 clusters Score -734798.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -734805.312500 Penalty: 875.600769
	Iteration 25Q: 3 clusters Score -734805.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -734815.562500 Penalty: 875.600769
	Iteration 26Q: 3 clusters Score -734815.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -734833.312500 Penalty: 875.600769
	Iteration 27Q: 3 clusters Score -734833.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -734851.812500 Penalty: 875.600769
	Iteration 28Q: 3 clusters Score -734851.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -734867.625000 Penalty: 875.600769
	Iteration 29Q: 3 clusters Score -734867.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -734882.062500 Penalty: 875.600769
	Iteration 30Q: 3 clusters Score -734882.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -734897.000000 Penalty: 875.600769
	Iteration 31Q: 3 clusters Score -734897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -734916.562500 Penalty: 875.600769
	Iteration 32Q: 3 clusters Score -734916.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -734928.062500 Penalty: 875.600769
	Iteration 33Q: 3 clusters Score -734928.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -734946.875000 Penalty: 875.600769
	Iteration 34Q: 3 clusters Score -734946.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -734965.875000 Penalty: 875.600769
	Iteration 35Q: 3 clusters Score -734965.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -734983.187500 Penalty: 875.600769
	Iteration 36Q: 3 clusters Score -734983.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -734995.375000 Penalty: 875.600769
	Iteration 37Q: 3 clusters Score -734995.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -735010.062500 Penalty: 875.600769
	Iteration 38Q: 3 clusters Score -735010.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -735024.625000 Penalty: 875.600769
	Iteration 39Q: 3 clusters Score -735024.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -735036.250000 Penalty: 875.600769
	Iteration 40F: 3 clusters Score -735036.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -735045.500000 Penalty: 875.600769
	Iteration 41Q: 3 clusters Score -735045.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -735055.375000 Penalty: 875.600769
	Iteration 42Q: 3 clusters Score -735055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -735060.750000 Penalty: 875.600769
	Iteration 43Q: 3 clusters Score -735060.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -735069.625000 Penalty: 875.600769
	Iteration 44Q: 3 clusters Score -735069.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -735079.812500 Penalty: 875.600769
	Iteration 45Q: 3 clusters Score -735079.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -735084.375000 Penalty: 875.600769
	Iteration 46Q: 3 clusters Score -735084.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -735094.312500 Penalty: 875.600769
	Iteration 47Q: 3 clusters Score -735094.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -735106.500000 Penalty: 875.600769
	Iteration 48Q: 3 clusters Score -735106.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -735116.437500 Penalty: 875.600769
	Iteration 49Q: 3 clusters Score -735116.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -735128.000000 Penalty: 875.600769
	Iteration 50Q: 3 clusters Score -735128 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -735136.312500 Penalty: 875.600769
	Iteration 51Q: 3 clusters Score -735136.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -735148.062500 Penalty: 875.600769
	Iteration 52Q: 3 clusters Score -735148.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -735157.312500 Penalty: 875.600769
	Iteration 53Q: 3 clusters Score -735157.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -735168.812500 Penalty: 875.600769
	Iteration 54Q: 3 clusters Score -735168.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -735178.812500 Penalty: 875.600769
	Iteration 55Q: 3 clusters Score -735178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -735185.812500 Penalty: 875.600769
	Iteration 56Q: 3 clusters Score -735185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -735193.187500 Penalty: 875.600769
	Iteration 57Q: 3 clusters Score -735193.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -735199.000000 Penalty: 875.600769
	Iteration 58Q: 3 clusters Score -735199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -735204.125000 Penalty: 875.600769
	Iteration 59Q: 3 clusters Score -735204.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -735210.937500 Penalty: 875.600769
	Iteration 60F: 3 clusters Score -735210.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -735215.562500 Penalty: 875.600769
	Iteration 61Q: 3 clusters Score -735215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -735218.312500 Penalty: 875.600769
	Iteration 62Q: 3 clusters Score -735218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -735218.437500 Penalty: 875.600769
	Iteration 63Q: 3 clusters Score -735218.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -735220.312500 Penalty: 875.600769
	Iteration 64Q: 3 clusters Score -735220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -735222.687500 Penalty: 875.600769
	Iteration 65Q: 3 clusters Score -735222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -735224.062500 Penalty: 875.600769
	Iteration 66Q: 3 clusters Score -735224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -735226.687500 Penalty: 875.600769
	Iteration 67Q: 3 clusters Score -735226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -735227.875000 Penalty: 875.600769
	Iteration 68Q: 3 clusters Score -735227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -735228.937500 Penalty: 875.600769
	Iteration 69Q: 3 clusters Score -735228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -735229.062500 Penalty: 875.600769
	Iteration 70Q: 3 clusters Score -735229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -735230.312500 Penalty: 875.600769
	Iteration 71Q: 3 clusters Score -735230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -735231.187500 Penalty: 875.600769
	Iteration 72Q: 3 clusters Score -735231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -735232.562500 Penalty: 875.600769
	Iteration 73Q: 3 clusters Score -735232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -735235.250000 Penalty: 875.600769
	Iteration 74Q: 3 clusters Score -735235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -735237.312500 Penalty: 875.600769
	Iteration 75Q: 3 clusters Score -735237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -735237.937500 Penalty: 875.600769
	Iteration 76Q: 3 clusters Score -735237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -735240.187500 Penalty: 875.600769
	Iteration 77Q: 3 clusters Score -735240.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -735241.312500 Penalty: 875.600769
	Iteration 78Q: 3 clusters Score -735241.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -735241.000000 Penalty: 875.600769
	Iteration 79Q: 3 clusters Score -735241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -735243.437500 Penalty: 875.600769
	Iteration 80F: 3 clusters Score -735243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -735242.312500 Penalty: 875.600769
	Iteration 81Q: 3 clusters Score -735242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -735242.250000 Penalty: 875.600769
	Iteration 82Q: 3 clusters Score -735242.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -735243.625000 Penalty: 875.600769
	Iteration 83Q: 3 clusters Score -735243.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -735246.750000 Penalty: 875.600769
	Iteration 84Q: 3 clusters Score -735246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -735248.062500 Penalty: 875.600769
	Iteration 85Q: 3 clusters Score -735248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -735246.750000 Penalty: 875.600769
	Iteration 86Q: 3 clusters Score -735246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -735247.250000 Penalty: 875.600769
	Iteration 87Q: 3 clusters Score -735247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -735246.687500 Penalty: 875.600769
	Iteration 88Q: 3 clusters Score -735246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -735247.500000 Penalty: 875.600769
	Iteration 89Q: 3 clusters Score -735247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -735249.812500 Penalty: 875.600769
	Iteration 90Q: 3 clusters Score -735249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -735251.312500 Penalty: 875.600769
	Iteration 91Q: 3 clusters Score -735251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -735251.125000 Penalty: 875.600769
	Iteration 92Q: 3 clusters Score -735251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -735249.875000 Penalty: 875.600769
	Iteration 93Q: 3 clusters Score -735249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -735251.375000 Penalty: 875.600769
	Iteration 94Q: 3 clusters Score -735251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -735251.812500 Penalty: 875.600769
	Iteration 95Q: 3 clusters Score -735251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -735250.937500 Penalty: 875.600769
	Iteration 96Q: 3 clusters Score -735250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -735250.937500 Penalty: 875.600769
	Iteration 97F: 3 clusters Score -735250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82461 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 804 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 156095 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231820.000000 Penalty: 14972.122070
Iteration 79Q: 26 clusters Score -2.323182e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4500 members 
Mstep: Class 3 contains 82448 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 100945 members 
Mstep: Class 7 contains 5071 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 39569 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 156425 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 95331 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15230 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 85 members 
Mstep: Class 25 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231980.000000 Penalty: 14972.122070
Iteration 80F: 26 clusters Score -2.323198e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 82377 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5215 members 
Mstep: Class 6 contains 100946 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 11 contains 802 members 
Mstep: Class 12 contains 39512 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 156467 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 95123 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 23 contains 179 members 
Mstep: Class 24 contains 85 members 
Mstep: Class 25 contains 150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232156.000000 Penalty: 14972.122070
Iteration 81Q: 26 clusters Score -2.323216e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 82286 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 100934 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 717 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 39450 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 156592 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 94904 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15468 members 
Mstep: Class 23 contains 178 members 
Mstep: Class 24 contains 85 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232162.000000 Penalty: 14972.122070
Iteration 82Q: 26 clusters Score -2.323216e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 82205 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 6 contains 100924 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39390 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 156693 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 94692 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15586 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232190.000000 Penalty: 14972.122070
Iteration 83Q: 26 clusters Score -2.323219e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 82144 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 100918 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 1937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39313 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 156744 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 94525 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15705 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232328.000000 Penalty: 14972.122070
Iteration 84Q: 26 clusters Score -2.323233e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 82064 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5284 members 
Mstep: Class 6 contains 100908 members 
Mstep: Class 7 contains 5010 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39258 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 156793 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 94376 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 15821 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232408.000000 Penalty: 14972.122070
Iteration 85Q: 26 clusters Score -2.323241e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4497 members 
Mstep: Class 3 contains 81983 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 100896 members 
Mstep: Class 7 contains 5003 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2157 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39203 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 156829 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 94233 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 15952 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232458.000000 Penalty: 14972.122070
Iteration 86Q: 26 clusters Score -2.323246e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 81940 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 100893 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39149 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 156855 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 94097 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16067 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232546.000000 Penalty: 14972.122070
Iteration 87Q: 26 clusters Score -2.323255e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 81881 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5351 members 
Mstep: Class 6 contains 100903 members 
Mstep: Class 7 contains 4994 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39102 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 156849 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 93995 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16196 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232654.000000 Penalty: 14972.122070
Iteration 88Q: 26 clusters Score -2.323265e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 81789 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 100905 members 
Mstep: Class 7 contains 4990 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 39041 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 156915 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 93895 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16317 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232644.000000 Penalty: 14972.122070
Iteration 89Q: 26 clusters Score -2.323264e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 81720 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 100908 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38988 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 156960 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 93808 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232664.000000 Penalty: 14972.122070
Iteration 90Q: 26 clusters Score -2.323266e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 81629 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 100909 members 
Mstep: Class 7 contains 4978 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38932 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 157036 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 93716 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16541 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232670.000000 Penalty: 14972.122070
Iteration 91Q: 26 clusters Score -2.323267e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 81566 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 100909 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38878 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 157100 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 93628 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16649 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232678.000000 Penalty: 14972.122070
Iteration 92Q: 26 clusters Score -2.323268e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 81517 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 100899 members 
Mstep: Class 7 contains 4952 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38820 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 157166 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 93533 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16759 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232720.000000 Penalty: 14972.122070
Iteration 93Q: 26 clusters Score -2.323272e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 81467 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 100892 members 
Mstep: Class 7 contains 4939 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38756 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 157201 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 93446 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16890 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232792.000000 Penalty: 14972.122070
Iteration 94Q: 26 clusters Score -2.323279e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 81408 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 100886 members 
Mstep: Class 7 contains 4929 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38696 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 157244 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 93356 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 16995 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232758.000000 Penalty: 14972.122070
Iteration 95Q: 26 clusters Score -2.323276e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 81360 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 100884 members 
Mstep: Class 7 contains 4918 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38611 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 157307 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 93278 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17093 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232748.000000 Penalty: 14972.122070
Iteration 96Q: 26 clusters Score -2.323275e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 81320 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 100886 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38521 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 157328 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 93188 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17222 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232728.000000 Penalty: 14972.122070
Iteration 97Q: 26 clusters Score -2.323273e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 81287 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 100883 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38428 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 157368 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 93085 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17350 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232710.000000 Penalty: 14972.122070
Iteration 98Q: 26 clusters Score -2.323271e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 81274 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 100892 members 
Mstep: Class 7 contains 4895 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2495 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38337 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 157356 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 92981 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17499 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232720.000000 Penalty: 14972.122070
Iteration 99Q: 26 clusters Score -2.323272e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 81259 members 
Mstep: Class 4 contains 857 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 100904 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38266 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 157365 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 92867 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17623 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232804.000000 Penalty: 14972.122070
Iteration 100F: 26 clusters Score -2.32328e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4491 members 
Mstep: Class 3 contains 81244 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 100910 members 
Mstep: Class 7 contains 4873 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38187 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 157405 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 92763 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17726 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232814.000000 Penalty: 14972.122070
Iteration 101Q: 26 clusters Score -2.323281e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4489 members 
Mstep: Class 3 contains 81227 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 100925 members 
Mstep: Class 7 contains 4862 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38122 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 157440 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 92657 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17821 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232872.000000 Penalty: 14972.122070
Iteration 102Q: 26 clusters Score -2.323287e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 81219 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5993 members 
Mstep: Class 6 contains 100944 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 38062 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 157481 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 92524 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 17925 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232866.000000 Penalty: 14972.122070
Iteration 103Q: 26 clusters Score -2.323287e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 81230 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 6 contains 100961 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37984 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 157506 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 92406 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232910.000000 Penalty: 14972.122070
Iteration 104Q: 26 clusters Score -2.323291e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 81240 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 100973 members 
Mstep: Class 7 contains 4828 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2609 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37905 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 157540 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 92291 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18132 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232934.000000 Penalty: 14972.122070
Iteration 105Q: 26 clusters Score -2.323293e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 81260 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 100980 members 
Mstep: Class 7 contains 4816 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2629 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37829 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 157592 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 92161 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18234 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233016.000000 Penalty: 14972.122070
Iteration 106Q: 26 clusters Score -2.323302e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 81294 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 100998 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37751 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157633 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 92026 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18339 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233076.000000 Penalty: 14972.122070
Iteration 107Q: 26 clusters Score -2.323308e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4485 members 
Mstep: Class 3 contains 81355 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 101013 members 
Mstep: Class 7 contains 4801 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37677 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 157678 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 91880 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18429 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233120.000000 Penalty: 14972.122070
Iteration 108Q: 26 clusters Score -2.323312e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 81421 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 101021 members 
Mstep: Class 7 contains 4793 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157729 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 91735 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233090.000000 Penalty: 14972.122070
Iteration 109Q: 26 clusters Score -2.323309e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 81505 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 6 contains 101034 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37530 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 157759 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 91579 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18606 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233046.000000 Penalty: 14972.122070
Iteration 110Q: 26 clusters Score -2.323305e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 81603 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6122 members 
Mstep: Class 6 contains 101045 members 
Mstep: Class 7 contains 4778 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37454 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 157797 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4155 members 
Mstep: Class 20 contains 91412 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18693 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232968.000000 Penalty: 14972.122070
Iteration 111Q: 26 clusters Score -2.323297e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 81726 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6136 members 
Mstep: Class 6 contains 101055 members 
Mstep: Class 7 contains 4773 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37382 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 157811 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 91244 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18780 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233026.000000 Penalty: 14972.122070
Iteration 112Q: 26 clusters Score -2.323303e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 81844 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6142 members 
Mstep: Class 6 contains 101064 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37294 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 157863 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 91061 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18863 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232982.000000 Penalty: 14972.122070
Iteration 113Q: 26 clusters Score -2.323298e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 81987 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 101072 members 
Mstep: Class 7 contains 4769 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37201 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 157910 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 90862 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 18953 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232990.000000 Penalty: 14972.122070
Iteration 114Q: 26 clusters Score -2.323299e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 82155 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 101079 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37120 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 157934 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 20 contains 90642 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 19046 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233048.000000 Penalty: 14972.122070
Iteration 115Q: 26 clusters Score -2.323305e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 82325 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6171 members 
Mstep: Class 6 contains 101086 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 37043 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 157969 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 90421 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 19129 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233124.000000 Penalty: 14972.122070
Iteration 116Q: 26 clusters Score -2.323312e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 82511 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6180 members 
Mstep: Class 6 contains 101090 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36974 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 158042 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 90159 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233098.000000 Penalty: 14972.122070
Iteration 117Q: 26 clusters Score -2.32331e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 82712 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 101097 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36899 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 158087 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 89926 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19260 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233110.000000 Penalty: 14972.122070
Iteration 118Q: 26 clusters Score -2.323311e+07 nChanged 597
Entering ConstructFrom: 
Score: -23233110.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -11369.387695 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -11369.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10999.910156 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -10999.91 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11137.900391 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -11137.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11211.643555 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -11211.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11252.856445 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -11252.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11276.514648 Penalty: 523.484131
	Iteration 4F: 3 clusters Score -11276.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11289.885742 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -11289.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11295.698242 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -11295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11306.683594 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -11306.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11314.343750 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -11314.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11319.241211 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -11319.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11322.333984 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -11322.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11324.215820 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -11324.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11324.215820 Penalty: 523.484131
	Iteration 12F: 3 clusters Score -11324.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -202095.265625 Penalty: 382.454376
	Iteration 0F: 2 clusters Score -202095.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -199087.078125 Penalty: 764.908752
	Iteration 0F: 3 clusters Score -199087.1 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -200263.406250 Penalty: 764.908752
	Iteration 1F: 3 clusters Score -200263.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -200500.578125 Penalty: 764.908752
	Iteration 2F: 3 clusters Score -200500.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -200730.906250 Penalty: 764.908752
	Iteration 3F: 3 clusters Score -200730.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -200954.671875 Penalty: 764.908752
	Iteration 4F: 3 clusters Score -200954.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -201142.859375 Penalty: 764.908752
	Iteration 5F: 3 clusters Score -201142.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -201256.671875 Penalty: 764.908752
	Iteration 6F: 3 clusters Score -201256.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201327.125000 Penalty: 764.908752
	Iteration 7Q: 3 clusters Score -201327.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -201369.515625 Penalty: 764.908752
	Iteration 8Q: 3 clusters Score -201369.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -201407.078125 Penalty: 764.908752
	Iteration 9Q: 3 clusters Score -201407.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -201435.625000 Penalty: 764.908752
	Iteration 10Q: 3 clusters Score -201435.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -201458.093750 Penalty: 764.908752
	Iteration 11Q: 3 clusters Score -201458.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -201472.453125 Penalty: 764.908752
	Iteration 12Q: 3 clusters Score -201472.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -201484.968750 Penalty: 764.908752
	Iteration 13Q: 3 clusters Score -201485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -201496.750000 Penalty: 764.908752
	Iteration 14Q: 3 clusters Score -201496.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -201504.046875 Penalty: 764.908752
	Iteration 15Q: 3 clusters Score -201504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -201509.718750 Penalty: 764.908752
	Iteration 16Q: 3 clusters Score -201509.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -201514.062500 Penalty: 764.908752
	Iteration 17Q: 3 clusters Score -201514.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -201516.640625 Penalty: 764.908752
	Iteration 18Q: 3 clusters Score -201516.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201518.906250 Penalty: 764.908752
	Iteration 19Q: 3 clusters Score -201518.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -201520.234375 Penalty: 764.908752
	Iteration 20F: 3 clusters Score -201520.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -201522.109375 Penalty: 764.908752
	Iteration 21Q: 3 clusters Score -201522.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -201524.093750 Penalty: 764.908752
	Iteration 22Q: 3 clusters Score -201524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -201526.953125 Penalty: 764.908752
	Iteration 23Q: 3 clusters Score -201527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -201529.750000 Penalty: 764.908752
	Iteration 24Q: 3 clusters Score -201529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -201531.296875 Penalty: 764.908752
	Iteration 25Q: 3 clusters Score -201531.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -201532.625000 Penalty: 764.908752
	Iteration 26Q: 3 clusters Score -201532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -201535.125000 Penalty: 764.908752
	Iteration 27Q: 3 clusters Score -201535.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -201536.781250 Penalty: 764.908752
	Iteration 28Q: 3 clusters Score -201536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -201538.515625 Penalty: 764.908752
	Iteration 29Q: 3 clusters Score -201538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -201539.734375 Penalty: 764.908752
	Iteration 30Q: 3 clusters Score -201539.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -201541.546875 Penalty: 764.908752
	Iteration 31Q: 3 clusters Score -201541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -201542.781250 Penalty: 764.908752
	Iteration 32Q: 3 clusters Score -201542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -201544.234375 Penalty: 764.908752
	Iteration 33Q: 3 clusters Score -201544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -201545.875000 Penalty: 764.908752
	Iteration 34Q: 3 clusters Score -201545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -201548.375000 Penalty: 764.908752
	Iteration 35Q: 3 clusters Score -201548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -201550.000000 Penalty: 764.908752
	Iteration 36Q: 3 clusters Score -201550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -201551.468750 Penalty: 764.908752
	Iteration 37Q: 3 clusters Score -201551.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -201556.453125 Penalty: 764.908752
	Iteration 38Q: 3 clusters Score -201556.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -201561.812500 Penalty: 764.908752
	Iteration 39Q: 3 clusters Score -201561.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -201567.812500 Penalty: 764.908752
	Iteration 40F: 3 clusters Score -201567.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201573.421875 Penalty: 764.908752
	Iteration 41Q: 3 clusters Score -201573.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -201579.515625 Penalty: 764.908752
	Iteration 42Q: 3 clusters Score -201579.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201585.234375 Penalty: 764.908752
	Iteration 43Q: 3 clusters Score -201585.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -201596.250000 Penalty: 764.908752
	Iteration 44Q: 3 clusters Score -201596.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -201607.203125 Penalty: 764.908752
	Iteration 45Q: 3 clusters Score -201607.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201613.484375 Penalty: 764.908752
	Iteration 46Q: 3 clusters Score -201613.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -201619.453125 Penalty: 764.908752
	Iteration 47Q: 3 clusters Score -201619.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -201624.187500 Penalty: 764.908752
	Iteration 48Q: 3 clusters Score -201624.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201630.828125 Penalty: 764.908752
	Iteration 49Q: 3 clusters Score -201630.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -201637.359375 Penalty: 764.908752
	Iteration 50Q: 3 clusters Score -201637.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201642.875000 Penalty: 764.908752
	Iteration 51Q: 3 clusters Score -201642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201646.984375 Penalty: 764.908752
	Iteration 52Q: 3 clusters Score -201647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -201653.250000 Penalty: 764.908752
	Iteration 53Q: 3 clusters Score -201653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -201657.625000 Penalty: 764.908752
	Iteration 54Q: 3 clusters Score -201657.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -201662.125000 Penalty: 764.908752
	Iteration 55Q: 3 clusters Score -201662.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201667.687500 Penalty: 764.908752
	Iteration 56Q: 3 clusters Score -201667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -201675.796875 Penalty: 764.908752
	Iteration 57Q: 3 clusters Score -201675.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -201684.515625 Penalty: 764.908752
	Iteration 58Q: 3 clusters Score -201684.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -201691.203125 Penalty: 764.908752
	Iteration 59Q: 3 clusters Score -201691.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -201696.609375 Penalty: 764.908752
	Iteration 60F: 3 clusters Score -201696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -201702.000000 Penalty: 764.908752
	Iteration 61Q: 3 clusters Score -201702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -201706.968750 Penalty: 764.908752
	Iteration 62Q: 3 clusters Score -201707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -201712.453125 Penalty: 764.908752
	Iteration 63Q: 3 clusters Score -201712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -201715.500000 Penalty: 764.908752
	Iteration 64Q: 3 clusters Score -201715.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -201718.359375 Penalty: 764.908752
	Iteration 65Q: 3 clusters Score -201718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -201721.953125 Penalty: 764.908752
	Iteration 66Q: 3 clusters Score -201722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -201726.421875 Penalty: 764.908752
	Iteration 67Q: 3 clusters Score -201726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -201729.875000 Penalty: 764.908752
	Iteration 68Q: 3 clusters Score -201729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -201732.484375 Penalty: 764.908752
	Iteration 69Q: 3 clusters Score -201732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -201733.453125 Penalty: 764.908752
	Iteration 70Q: 3 clusters Score -201733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -201734.031250 Penalty: 764.908752
	Iteration 71Q: 3 clusters Score -201734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -201735.000000 Penalty: 764.908752
	Iteration 72Q: 3 clusters Score -201735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -201735.968750 Penalty: 764.908752
	Iteration 73Q: 3 clusters Score -201736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -201736.625000 Penalty: 764.908752
	Iteration 74Q: 3 clusters Score -201736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -201737.296875 Penalty: 764.908752
	Iteration 75Q: 3 clusters Score -201737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -201738.171875 Penalty: 764.908752
	Iteration 76Q: 3 clusters Score -201738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -201738.765625 Penalty: 764.908752
	Iteration 77Q: 3 clusters Score -201738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -201738.531250 Penalty: 764.908752
	Iteration 78Q: 3 clusters Score -201738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -201739.203125 Penalty: 764.908752
	Iteration 79Q: 3 clusters Score -201739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -201739.781250 Penalty: 764.908752
	Iteration 80F: 3 clusters Score -201739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -201740.109375 Penalty: 764.908752
	Iteration 81Q: 3 clusters Score -201740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -201741.390625 Penalty: 764.908752
	Iteration 82Q: 3 clusters Score -201741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -201742.656250 Penalty: 764.908752
	Iteration 83Q: 3 clusters Score -201742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -201743.296875 Penalty: 764.908752
	Iteration 84Q: 3 clusters Score -201743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -201744.265625 Penalty: 764.908752
	Iteration 85Q: 3 clusters Score -201744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -201744.609375 Penalty: 764.908752
	Iteration 86Q: 3 clusters Score -201744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -201745.375000 Penalty: 764.908752
	Iteration 87Q: 3 clusters Score -201745.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -201746.703125 Penalty: 764.908752
	Iteration 88Q: 3 clusters Score -201746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -201747.843750 Penalty: 764.908752
	Iteration 89Q: 3 clusters Score -201747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -201748.312500 Penalty: 764.908752
	Iteration 90Q: 3 clusters Score -201748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -201749.703125 Penalty: 764.908752
	Iteration 91Q: 3 clusters Score -201749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -201749.859375 Penalty: 764.908752
	Iteration 92Q: 3 clusters Score -201749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -201750.750000 Penalty: 764.908752
	Iteration 93Q: 3 clusters Score -201750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -201751.078125 Penalty: 764.908752
	Iteration 94Q: 3 clusters Score -201751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -201751.640625 Penalty: 764.908752
	Iteration 95Q: 3 clusters Score -201751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -201751.640625 Penalty: 764.908752
	Iteration 96F: 3 clusters Score -201751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Entering Unmasked Estep 
Score: -3868487.500000 Penalty: 515.326660
	Iteration 0F: 2 clusters Score -3868488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -3812703.250000 Penalty: 1030.653320
	Iteration 0F: 3 clusters Score -3812703 nChanged 40191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -3837943.250000 Penalty: 1030.653320
	Iteration 1F: 3 clusters Score -3837943 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -3839596.750000 Penalty: 1030.653320
	Iteration 2F: 3 clusters Score -3839597 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -3842181.750000 Penalty: 1030.653320
	Iteration 3F: 3 clusters Score -3842182 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -3846621.000000 Penalty: 1030.653320
	Iteration 4F: 3 clusters Score -3846621 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -3853124.500000 Penalty: 1030.653320
	Iteration 5F: 3 clusters Score -3853124 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -3859574.000000 Penalty: 1030.653320
	Iteration 6F: 3 clusters Score -3859574 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -3863988.750000 Penalty: 1030.653320
	Iteration 7F: 3 clusters Score -3863989 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -3866128.750000 Penalty: 1030.653320
	Iteration 8Q: 3 clusters Score -3866129 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -3867102.000000 Penalty: 1030.653320
	Iteration 9Q: 3 clusters Score -3867102 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -3867504.500000 Penalty: 1030.653320
	Iteration 10Q: 3 clusters Score -3867504 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -3867694.750000 Penalty: 1030.653320
	Iteration 11Q: 3 clusters Score -3867695 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -3867809.000000 Penalty: 1030.653320
	Iteration 12Q: 3 clusters Score -3867809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -3867880.750000 Penalty: 1030.653320
	Iteration 13Q: 3 clusters Score -3867881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -3867917.500000 Penalty: 1030.653320
	Iteration 14Q: 3 clusters Score -3867918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -3867949.000000 Penalty: 1030.653320
	Iteration 15Q: 3 clusters Score -3867949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -3867991.750000 Penalty: 1030.653320
	Iteration 16Q: 3 clusters Score -3867992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -3868019.750000 Penalty: 1030.653320
	Iteration 17Q: 3 clusters Score -3868020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -3868028.250000 Penalty: 1030.653320
	Iteration 18Q: 3 clusters Score -3868028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -3868032.750000 Penalty: 1030.653320
	Iteration 19Q: 3 clusters Score -3868033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -3868038.250000 Penalty: 1030.653320
	Iteration 20F: 3 clusters Score -3868038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -3868041.250000 Penalty: 1030.653320
	Iteration 21Q: 3 clusters Score -3868041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -3868039.250000 Penalty: 1030.653320
	Iteration 22Q: 3 clusters Score -3868039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -3868043.000000 Penalty: 1030.653320
	Iteration 23Q: 3 clusters Score -3868043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -3868039.500000 Penalty: 1030.653320
	Iteration 24Q: 3 clusters Score -3868040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -3868040.500000 Penalty: 1030.653320
	Iteration 25Q: 3 clusters Score -3868040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -3868040.500000 Penalty: 1030.653320
	Iteration 26Q: 3 clusters Score -3868040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -3868044.000000 Penalty: 1030.653320
	Iteration 27Q: 3 clusters Score -3868044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -3868043.250000 Penalty: 1030.653320
	Iteration 28Q: 3 clusters Score -3868043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -3868043.500000 Penalty: 1030.653320
	Iteration 29Q: 3 clusters Score -3868044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -3868045.250000 Penalty: 1030.653320
	Iteration 30Q: 3 clusters Score -3868045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -3868045.750000 Penalty: 1030.653320
	Iteration 31Q: 3 clusters Score -3868046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -3868045.500000 Penalty: 1030.653320
	Iteration 32Q: 3 clusters Score -3868046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -3868044.000000 Penalty: 1030.653320
	Iteration 33Q: 3 clusters Score -3868044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -3868044.000000 Penalty: 1030.653320
	Iteration 34F: 3 clusters Score -3868044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -35439.816406 Penalty: 307.334503
	Iteration 0F: 2 clusters Score -35439.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -34731.695312 Penalty: 614.669006
	Iteration 0F: 3 clusters Score -34731.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34936.035156 Penalty: 614.669006
	Iteration 1F: 3 clusters Score -34936.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34983.183594 Penalty: 614.669006
	Iteration 2F: 3 clusters Score -34983.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35013.531250 Penalty: 614.669006
	Iteration 3F: 3 clusters Score -35013.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35040.421875 Penalty: 614.669006
	Iteration 4Q: 3 clusters Score -35040.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35058.152344 Penalty: 614.669006
	Iteration 5Q: 3 clusters Score -35058.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35077.972656 Penalty: 614.669006
	Iteration 6Q: 3 clusters Score -35077.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35106.210938 Penalty: 614.669006
	Iteration 7Q: 3 clusters Score -35106.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35139.199219 Penalty: 614.669006
	Iteration 8Q: 3 clusters Score -35139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35165.144531 Penalty: 614.669006
	Iteration 9Q: 3 clusters Score -35165.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35180.820312 Penalty: 614.669006
	Iteration 10Q: 3 clusters Score -35180.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35188.062500 Penalty: 614.669006
	Iteration 11Q: 3 clusters Score -35188.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35193.597656 Penalty: 614.669006
	Iteration 12Q: 3 clusters Score -35193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35205.496094 Penalty: 614.669006
	Iteration 13Q: 3 clusters Score -35205.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -35216.296875 Penalty: 614.669006
	Iteration 14Q: 3 clusters Score -35216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -35233.765625 Penalty: 614.669006
	Iteration 15Q: 3 clusters Score -35233.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -35238.882812 Penalty: 614.669006
	Iteration 16Q: 3 clusters Score -35238.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -35245.156250 Penalty: 614.669006
	Iteration 17Q: 3 clusters Score -35245.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -35250.726562 Penalty: 614.669006
	Iteration 18Q: 3 clusters Score -35250.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -35256.117188 Penalty: 614.669006
	Iteration 19Q: 3 clusters Score -35256.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -35261.183594 Penalty: 614.669006
	Iteration 20F: 3 clusters Score -35261.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -35264.230469 Penalty: 614.669006
	Iteration 21Q: 3 clusters Score -35264.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -35266.046875 Penalty: 614.669006
	Iteration 22Q: 3 clusters Score -35266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -35266.757812 Penalty: 614.669006
	Iteration 23Q: 3 clusters Score -35266.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -35267.078125 Penalty: 614.669006
	Iteration 24Q: 3 clusters Score -35267.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -35267.078125 Penalty: 614.669006
	Iteration 25F: 3 clusters Score -35267.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -304878.468750 Penalty: 397.393188
	Iteration 0F: 2 clusters Score -304878.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -300701.718750 Penalty: 794.786377
	Iteration 0F: 3 clusters Score -300701.7 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -302340.156250 Penalty: 794.786377
	Iteration 1F: 3 clusters Score -302340.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -302514.843750 Penalty: 794.786377
	Iteration 2F: 3 clusters Score -302514.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -302762.906250 Penalty: 794.786377
	Iteration 3F: 3 clusters Score -302762.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -303064.968750 Penalty: 794.786377
	Iteration 4F: 3 clusters Score -303065 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -303372.531250 Penalty: 794.786377
	Iteration 5F: 3 clusters Score -303372.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -303668.593750 Penalty: 794.786377
	Iteration 6F: 3 clusters Score -303668.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -303880.562500 Penalty: 794.786377
	Iteration 7F: 3 clusters Score -303880.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -304011.531250 Penalty: 794.786377
	Iteration 8Q: 3 clusters Score -304011.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -304104.593750 Penalty: 794.786377
	Iteration 9Q: 3 clusters Score -304104.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -304158.906250 Penalty: 794.786377
	Iteration 10Q: 3 clusters Score -304158.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -304201.625000 Penalty: 794.786377
	Iteration 11Q: 3 clusters Score -304201.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -304238.093750 Penalty: 794.786377
	Iteration 12Q: 3 clusters Score -304238.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -304276.906250 Penalty: 794.786377
	Iteration 13Q: 3 clusters Score -304276.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -304302.656250 Penalty: 794.786377
	Iteration 14Q: 3 clusters Score -304302.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -304326.156250 Penalty: 794.786377
	Iteration 15Q: 3 clusters Score -304326.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -304342.312500 Penalty: 794.786377
	Iteration 16Q: 3 clusters Score -304342.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -304360.656250 Penalty: 794.786377
	Iteration 17Q: 3 clusters Score -304360.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -304377.250000 Penalty: 794.786377
	Iteration 18Q: 3 clusters Score -304377.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -304392.562500 Penalty: 794.786377
	Iteration 19Q: 3 clusters Score -304392.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -304402.375000 Penalty: 794.786377
	Iteration 20F: 3 clusters Score -304402.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -304413.000000 Penalty: 794.786377
	Iteration 21Q: 3 clusters Score -304413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -304422.218750 Penalty: 794.786377
	Iteration 22Q: 3 clusters Score -304422.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -304429.687500 Penalty: 794.786377
	Iteration 23Q: 3 clusters Score -304429.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -304436.468750 Penalty: 794.786377
	Iteration 24Q: 3 clusters Score -304436.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -304442.437500 Penalty: 794.786377
	Iteration 25Q: 3 clusters Score -304442.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -304447.750000 Penalty: 794.786377
	Iteration 26Q: 3 clusters Score -304447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -304454.031250 Penalty: 794.786377
	Iteration 27Q: 3 clusters Score -304454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -304464.625000 Penalty: 794.786377
	Iteration 28Q: 3 clusters Score -304464.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -304475.562500 Penalty: 794.786377
	Iteration 29Q: 3 clusters Score -304475.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -304485.687500 Penalty: 794.786377
	Iteration 30Q: 3 clusters Score -304485.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -304494.937500 Penalty: 794.786377
	Iteration 31Q: 3 clusters Score -304494.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -304502.531250 Penalty: 794.786377
	Iteration 32Q: 3 clusters Score -304502.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -304507.343750 Penalty: 794.786377
	Iteration 33Q: 3 clusters Score -304507.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -304509.906250 Penalty: 794.786377
	Iteration 34Q: 3 clusters Score -304509.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -304512.812500 Penalty: 794.786377
	Iteration 35Q: 3 clusters Score -304512.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -304515.000000 Penalty: 794.786377
	Iteration 36Q: 3 clusters Score -304515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -304516.468750 Penalty: 794.786377
	Iteration 37Q: 3 clusters Score -304516.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -304517.281250 Penalty: 794.786377
	Iteration 38Q: 3 clusters Score -304517.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -304518.406250 Penalty: 794.786377
	Iteration 39Q: 3 clusters Score -304518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -304520.125000 Penalty: 794.786377
	Iteration 40F: 3 clusters Score -304520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -304521.562500 Penalty: 794.786377
	Iteration 41Q: 3 clusters Score -304521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -304523.531250 Penalty: 794.786377
	Iteration 42Q: 3 clusters Score -304523.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -304526.281250 Penalty: 794.786377
	Iteration 43Q: 3 clusters Score -304526.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -304532.312500 Penalty: 794.786377
	Iteration 44Q: 3 clusters Score -304532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -304538.718750 Penalty: 794.786377
	Iteration 45Q: 3 clusters Score -304538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -304540.625000 Penalty: 794.786377
	Iteration 46Q: 3 clusters Score -304540.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -304542.593750 Penalty: 794.786377
	Iteration 47Q: 3 clusters Score -304542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -304542.812500 Penalty: 794.786377
	Iteration 48Q: 3 clusters Score -304542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -304543.531250 Penalty: 794.786377
	Iteration 49Q: 3 clusters Score -304543.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -304545.000000 Penalty: 794.786377
	Iteration 50Q: 3 clusters Score -304545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -304545.281250 Penalty: 794.786377
	Iteration 51Q: 3 clusters Score -304545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -304546.218750 Penalty: 794.786377
	Iteration 52Q: 3 clusters Score -304546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -304546.062500 Penalty: 794.786377
	Iteration 53Q: 3 clusters Score -304546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -304546.406250 Penalty: 794.786377
	Iteration 54Q: 3 clusters Score -304546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -304546.468750 Penalty: 794.786377
	Iteration 55Q: 3 clusters Score -304546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -304546.218750 Penalty: 794.786377
	Iteration 56Q: 3 clusters Score -304546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -304546.718750 Penalty: 794.786377
	Iteration 57Q: 3 clusters Score -304546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -304547.375000 Penalty: 794.786377
	Iteration 58Q: 3 clusters Score -304547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -304548.531250 Penalty: 794.786377
	Iteration 59Q: 3 clusters Score -304548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -304549.156250 Penalty: 794.786377
	Iteration 60F: 3 clusters Score -304549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -304548.843750 Penalty: 794.786377
	Iteration 61Q: 3 clusters Score -304548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -304549.093750 Penalty: 794.786377
	Iteration 62Q: 3 clusters Score -304549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -304549.625000 Penalty: 794.786377
	Iteration 63Q: 3 clusters Score -304549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -304549.437500 Penalty: 794.786377
	Iteration 64Q: 3 clusters Score -304549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -304549.500000 Penalty: 794.786377
	Iteration 65Q: 3 clusters Score -304549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -304549.375000 Penalty: 794.786377
	Iteration 66Q: 3 clusters Score -304549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -304549.562500 Penalty: 794.786377
	Iteration 67Q: 3 clusters Score -304549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -304549.343750 Penalty: 794.786377
	Iteration 68Q: 3 clusters Score -304549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -304549.968750 Penalty: 794.786377
	Iteration 69Q: 3 clusters Score -304550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -304549.750000 Penalty: 794.786377
	Iteration 70Q: 3 clusters Score -304549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -304549.750000 Penalty: 794.786377
	Iteration 71F: 3 clusters Score -304549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Entering Unmasked Estep 
Score: -4749824.000000 Penalty: 524.341736
	Iteration 0F: 2 clusters Score -4749824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -4682060.000000 Penalty: 1048.683472
	Iteration 0F: 3 clusters Score -4682060 nChanged 49324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -4711392.500000 Penalty: 1048.683472
	Iteration 1F: 3 clusters Score -4711392 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -4713491.500000 Penalty: 1048.683472
	Iteration 2F: 3 clusters Score -4713492 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -4717363.000000 Penalty: 1048.683472
	Iteration 3F: 3 clusters Score -4717363 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -4723653.000000 Penalty: 1048.683472
	Iteration 4F: 3 clusters Score -4723653 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -4731878.000000 Penalty: 1048.683472
	Iteration 5F: 3 clusters Score -4731878 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -4739554.000000 Penalty: 1048.683472
	Iteration 6F: 3 clusters Score -4739554 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -4744694.000000 Penalty: 1048.683472
	Iteration 7F: 3 clusters Score -4744694 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -4747403.500000 Penalty: 1048.683472
	Iteration 8Q: 3 clusters Score -4747404 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -4748668.500000 Penalty: 1048.683472
	Iteration 9Q: 3 clusters Score -4748668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -4749122.000000 Penalty: 1048.683472
	Iteration 10Q: 3 clusters Score -4749122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -4749261.500000 Penalty: 1048.683472
	Iteration 11Q: 3 clusters Score -4749262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -4749319.000000 Penalty: 1048.683472
	Iteration 12Q: 3 clusters Score -4749319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -4749333.500000 Penalty: 1048.683472
	Iteration 13Q: 3 clusters Score -4749334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -4749341.500000 Penalty: 1048.683472
	Iteration 14Q: 3 clusters Score -4749342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -4749341.500000 Penalty: 1048.683472
	Iteration 15Q: 3 clusters Score -4749342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -4749345.000000 Penalty: 1048.683472
	Iteration 16Q: 3 clusters Score -4749345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -4749351.500000 Penalty: 1048.683472
	Iteration 17Q: 3 clusters Score -4749352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -4749356.500000 Penalty: 1048.683472
	Iteration 18Q: 3 clusters Score -4749356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -4749354.500000 Penalty: 1048.683472
	Iteration 19Q: 3 clusters Score -4749354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -4749354.500000 Penalty: 1048.683472
	Iteration 20F: 3 clusters Score -4749354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -204448.875000 Penalty: 385.016083
	Iteration 0F: 2 clusters Score -204448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -201291.468750 Penalty: 770.032166
	Iteration 0F: 3 clusters Score -201291.5 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -202492.109375 Penalty: 770.032166
	Iteration 1F: 3 clusters Score -202492.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -202644.406250 Penalty: 770.032166
	Iteration 2F: 3 clusters Score -202644.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -202809.640625 Penalty: 770.032166
	Iteration 3F: 3 clusters Score -202809.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -203012.093750 Penalty: 770.032166
	Iteration 4F: 3 clusters Score -203012.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -203286.968750 Penalty: 770.032166
	Iteration 5F: 3 clusters Score -203287 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -203585.937500 Penalty: 770.032166
	Iteration 6F: 3 clusters Score -203585.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -203796.578125 Penalty: 770.032166
	Iteration 7F: 3 clusters Score -203796.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -203927.812500 Penalty: 770.032166
	Iteration 8Q: 3 clusters Score -203927.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -204016.890625 Penalty: 770.032166
	Iteration 9Q: 3 clusters Score -204016.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -204065.343750 Penalty: 770.032166
	Iteration 10Q: 3 clusters Score -204065.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -204089.921875 Penalty: 770.032166
	Iteration 11Q: 3 clusters Score -204089.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -204106.390625 Penalty: 770.032166
	Iteration 12Q: 3 clusters Score -204106.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -204117.765625 Penalty: 770.032166
	Iteration 13Q: 3 clusters Score -204117.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -204126.218750 Penalty: 770.032166
	Iteration 14Q: 3 clusters Score -204126.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -204133.093750 Penalty: 770.032166
	Iteration 15Q: 3 clusters Score -204133.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -204139.265625 Penalty: 770.032166
	Iteration 16Q: 3 clusters Score -204139.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -204145.203125 Penalty: 770.032166
	Iteration 17Q: 3 clusters Score -204145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -204152.125000 Penalty: 770.032166
	Iteration 18Q: 3 clusters Score -204152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -204157.078125 Penalty: 770.032166
	Iteration 19Q: 3 clusters Score -204157.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -204161.078125 Penalty: 770.032166
	Iteration 20F: 3 clusters Score -204161.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -204164.515625 Penalty: 770.032166
	Iteration 21Q: 3 clusters Score -204164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -204167.656250 Penalty: 770.032166
	Iteration 22Q: 3 clusters Score -204167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -204168.968750 Penalty: 770.032166
	Iteration 23Q: 3 clusters Score -204169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -204171.734375 Penalty: 770.032166
	Iteration 24Q: 3 clusters Score -204171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -204173.875000 Penalty: 770.032166
	Iteration 25Q: 3 clusters Score -204173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -204176.312500 Penalty: 770.032166
	Iteration 26Q: 3 clusters Score -204176.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -204181.968750 Penalty: 770.032166
	Iteration 27Q: 3 clusters Score -204182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -204185.890625 Penalty: 770.032166
	Iteration 28Q: 3 clusters Score -204185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -204188.093750 Penalty: 770.032166
	Iteration 29Q: 3 clusters Score -204188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -204190.250000 Penalty: 770.032166
	Iteration 30Q: 3 clusters Score -204190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -204193.062500 Penalty: 770.032166
	Iteration 31Q: 3 clusters Score -204193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -204196.156250 Penalty: 770.032166
	Iteration 32Q: 3 clusters Score -204196.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -204199.968750 Penalty: 770.032166
	Iteration 33Q: 3 clusters Score -204200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -204201.609375 Penalty: 770.032166
	Iteration 34Q: 3 clusters Score -204201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -204205.234375 Penalty: 770.032166
	Iteration 35Q: 3 clusters Score -204205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -204208.250000 Penalty: 770.032166
	Iteration 36Q: 3 clusters Score -204208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -204210.078125 Penalty: 770.032166
	Iteration 37Q: 3 clusters Score -204210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -204213.187500 Penalty: 770.032166
	Iteration 38Q: 3 clusters Score -204213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -204215.625000 Penalty: 770.032166
	Iteration 39Q: 3 clusters Score -204215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -204217.093750 Penalty: 770.032166
	Iteration 40F: 3 clusters Score -204217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -204220.531250 Penalty: 770.032166
	Iteration 41Q: 3 clusters Score -204220.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -204225.109375 Penalty: 770.032166
	Iteration 42Q: 3 clusters Score -204225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -204228.296875 Penalty: 770.032166
	Iteration 43Q: 3 clusters Score -204228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -204231.156250 Penalty: 770.032166
	Iteration 44Q: 3 clusters Score -204231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -204233.765625 Penalty: 770.032166
	Iteration 45Q: 3 clusters Score -204233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -204235.578125 Penalty: 770.032166
	Iteration 46Q: 3 clusters Score -204235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -204236.328125 Penalty: 770.032166
	Iteration 47Q: 3 clusters Score -204236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -204236.953125 Penalty: 770.032166
	Iteration 48Q: 3 clusters Score -204237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -204237.921875 Penalty: 770.032166
	Iteration 49Q: 3 clusters Score -204237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -204237.484375 Penalty: 770.032166
	Iteration 50Q: 3 clusters Score -204237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -204237.859375 Penalty: 770.032166
	Iteration 51Q: 3 clusters Score -204237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -204237.812500 Penalty: 770.032166
	Iteration 52Q: 3 clusters Score -204237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -204237.812500 Penalty: 770.032166
	Iteration 53F: 3 clusters Score -204237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9227.350586 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9227.351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9323.046875 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9323.047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9345.916016 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9345.916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9358.147461 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9358.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9361.537109 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9361.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9362.488281 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9362.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9364.324219 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9364.324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9365.225586 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9365.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9366.508789 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9366.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9369.698242 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9369.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9371.975586 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9371.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9372.404297 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9372.404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9372.404297 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -9372.404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -132645.421875 Penalty: 359.055542
	Iteration 0F: 2 clusters Score -132645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -130771.179688 Penalty: 718.111084
	Iteration 0F: 3 clusters Score -130771.2 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -131411.656250 Penalty: 718.111084
	Iteration 1F: 3 clusters Score -131411.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -131501.218750 Penalty: 718.111084
	Iteration 2F: 3 clusters Score -131501.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -131569.546875 Penalty: 718.111084
	Iteration 3F: 3 clusters Score -131569.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -131645.453125 Penalty: 718.111084
	Iteration 4Q: 3 clusters Score -131645.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -131737.453125 Penalty: 718.111084
	Iteration 5F: 3 clusters Score -131737.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -131845.375000 Penalty: 718.111084
	Iteration 6F: 3 clusters Score -131845.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -131958.140625 Penalty: 718.111084
	Iteration 7F: 3 clusters Score -131958.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -132055.515625 Penalty: 718.111084
	Iteration 8Q: 3 clusters Score -132055.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -132130.468750 Penalty: 718.111084
	Iteration 9Q: 3 clusters Score -132130.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -132202.578125 Penalty: 718.111084
	Iteration 10Q: 3 clusters Score -132202.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -132244.406250 Penalty: 718.111084
	Iteration 11Q: 3 clusters Score -132244.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -132269.953125 Penalty: 718.111084
	Iteration 12Q: 3 clusters Score -132270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -132292.234375 Penalty: 718.111084
	Iteration 13Q: 3 clusters Score -132292.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -132303.265625 Penalty: 718.111084
	Iteration 14Q: 3 clusters Score -132303.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -132314.390625 Penalty: 718.111084
	Iteration 15Q: 3 clusters Score -132314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -132324.046875 Penalty: 718.111084
	Iteration 16Q: 3 clusters Score -132324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -132329.625000 Penalty: 718.111084
	Iteration 17Q: 3 clusters Score -132329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -132333.421875 Penalty: 718.111084
	Iteration 18Q: 3 clusters Score -132333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -132336.000000 Penalty: 718.111084
	Iteration 19Q: 3 clusters Score -132336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -132337.750000 Penalty: 718.111084
	Iteration 20F: 3 clusters Score -132337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -132338.031250 Penalty: 718.111084
	Iteration 21Q: 3 clusters Score -132338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -132338.062500 Penalty: 718.111084
	Iteration 22Q: 3 clusters Score -132338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -132338.062500 Penalty: 718.111084
	Iteration 23F: 3 clusters Score -132338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28590.867188 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28590.87 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28864.662109 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28864.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -28939.722656 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28939.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -28984.332031 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28984.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29007.615234 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -29007.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -29033.658203 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -29033.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29059.185547 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29059.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29077.191406 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29077.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29096.910156 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29096.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29114.427734 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29114.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -29124.861328 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29124.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -29144.029297 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29144.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -29172.687500 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29172.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -29202.126953 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29202.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -29215.574219 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29215.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -29224.992188 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29224.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29229.275391 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29229.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29229.275391 Penalty: 598.711853
	Iteration 17F: 3 clusters Score -29229.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 82939 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 101113 members 
Mstep: Class 7 contains 4731 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 48 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36828 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 158104 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 89667 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19325 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 672 members 
Entering Unmasked Estep 
Score: -23232870.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23233110.000000 to -23232870.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32666.976562 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32666.98 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32856.957031 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32856.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32913.257812 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32913.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32980.144531 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -32980.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33051.445312 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -33051.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33106.652344 Penalty: 608.413391
	Iteration 5F: 3 clusters Score -33106.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33149.875000 Penalty: 608.413391
	Iteration 6F: 3 clusters Score -33149.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33194.632812 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33194.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33216.722656 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33216.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33242.859375 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33242.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33265.878906 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33265.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33274.386719 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33274.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33280.226562 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33280.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -33282.972656 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33282.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -33284.281250 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33284.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -33284.679688 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33284.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33285.378906 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33285.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -33285.578125 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33285.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -33285.578125 Penalty: 608.413391
	Iteration 18F: 3 clusters Score -33285.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Entering Unmasked Estep 
Score: -1623324.750000 Penalty: 478.387604
	Iteration 0F: 2 clusters Score -1623325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1598741.125000 Penalty: 956.775208
	Iteration 0F: 3 clusters Score -1598741 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1609664.500000 Penalty: 956.775208
	Iteration 1F: 3 clusters Score -1609664 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1610661.125000 Penalty: 956.775208
	Iteration 2F: 3 clusters Score -1610661 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1612260.375000 Penalty: 956.775208
	Iteration 3F: 3 clusters Score -1612260 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1614723.125000 Penalty: 956.775208
	Iteration 4F: 3 clusters Score -1614723 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1617743.000000 Penalty: 956.775208
	Iteration 5F: 3 clusters Score -1617743 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1620354.625000 Penalty: 956.775208
	Iteration 6F: 3 clusters Score -1620355 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1621912.625000 Penalty: 956.775208
	Iteration 7Q: 3 clusters Score -1621913 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1622574.500000 Penalty: 956.775208
	Iteration 8Q: 3 clusters Score -1622574 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1622776.375000 Penalty: 956.775208
	Iteration 9Q: 3 clusters Score -1622776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1622840.250000 Penalty: 956.775208
	Iteration 10Q: 3 clusters Score -1622840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1622875.250000 Penalty: 956.775208
	Iteration 11Q: 3 clusters Score -1622875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1622887.250000 Penalty: 956.775208
	Iteration 12Q: 3 clusters Score -1622887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1622891.250000 Penalty: 956.775208
	Iteration 13Q: 3 clusters Score -1622891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1622891.250000 Penalty: 956.775208
	Iteration 14F: 3 clusters Score -1622891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -90205.656250 Penalty: 348.104340
	Iteration 0F: 2 clusters Score -90205.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -88685.937500 Penalty: 696.208679
	Iteration 0F: 3 clusters Score -88685.94 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -89219.890625 Penalty: 696.208679
	Iteration 1F: 3 clusters Score -89219.89 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -89316.031250 Penalty: 696.208679
	Iteration 2F: 3 clusters Score -89316.03 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -89396.156250 Penalty: 696.208679
	Iteration 3F: 3 clusters Score -89396.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -89479.218750 Penalty: 696.208679
	Iteration 4F: 3 clusters Score -89479.22 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -89565.351562 Penalty: 696.208679
	Iteration 5F: 3 clusters Score -89565.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -89628.031250 Penalty: 696.208679
	Iteration 6Q: 3 clusters Score -89628.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -89682.437500 Penalty: 696.208679
	Iteration 7Q: 3 clusters Score -89682.44 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -89738.671875 Penalty: 696.208679
	Iteration 8Q: 3 clusters Score -89738.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -89773.492188 Penalty: 696.208679
	Iteration 9Q: 3 clusters Score -89773.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -89811.164062 Penalty: 696.208679
	Iteration 10Q: 3 clusters Score -89811.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -89839.468750 Penalty: 696.208679
	Iteration 11Q: 3 clusters Score -89839.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -89875.359375 Penalty: 696.208679
	Iteration 12Q: 3 clusters Score -89875.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -89905.734375 Penalty: 696.208679
	Iteration 13Q: 3 clusters Score -89905.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -89943.765625 Penalty: 696.208679
	Iteration 14Q: 3 clusters Score -89943.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -89981.085938 Penalty: 696.208679
	Iteration 15Q: 3 clusters Score -89981.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -90014.023438 Penalty: 696.208679
	Iteration 16Q: 3 clusters Score -90014.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -90037.210938 Penalty: 696.208679
	Iteration 17Q: 3 clusters Score -90037.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -90048.796875 Penalty: 696.208679
	Iteration 18Q: 3 clusters Score -90048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -90054.718750 Penalty: 696.208679
	Iteration 19Q: 3 clusters Score -90054.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -90056.179688 Penalty: 696.208679
	Iteration 20F: 3 clusters Score -90056.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -90057.976562 Penalty: 696.208679
	Iteration 21Q: 3 clusters Score -90057.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -90061.531250 Penalty: 696.208679
	Iteration 22Q: 3 clusters Score -90061.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -90064.757812 Penalty: 696.208679
	Iteration 23Q: 3 clusters Score -90064.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -90066.742188 Penalty: 696.208679
	Iteration 24Q: 3 clusters Score -90066.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -90069.445312 Penalty: 696.208679
	Iteration 25Q: 3 clusters Score -90069.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -90069.867188 Penalty: 696.208679
	Iteration 26Q: 3 clusters Score -90069.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -90069.859375 Penalty: 696.208679
	Iteration 27Q: 3 clusters Score -90069.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -90069.859375 Penalty: 696.208679
	Iteration 28F: 3 clusters Score -90069.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Entering Unmasked Estep 
Score: -7309208.000000 Penalty: 544.680908
	Iteration 0F: 2 clusters Score -7309208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -7204832.000000 Penalty: 1089.361816
	Iteration 0F: 3 clusters Score -7204832 nChanged 77650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -7254382.000000 Penalty: 1089.361816
	Iteration 1F: 3 clusters Score -7254382 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -7259449.500000 Penalty: 1089.361816
	Iteration 2F: 3 clusters Score -7259450 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -7267080.500000 Penalty: 1089.361816
	Iteration 3F: 3 clusters Score -7267080 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 112519 members 
Entering Unmasked Estep 
Score: -7276457.000000 Penalty: 1089.361816
	Iteration 4F: 3 clusters Score -7276457 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 119440 members 
Entering Unmasked Estep 
Score: -7284466.500000 Penalty: 1089.361816
	Iteration 5F: 3 clusters Score -7284466 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -7289519.000000 Penalty: 1089.361816
	Iteration 6Q: 3 clusters Score -7289519 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 128379 members 
Entering Unmasked Estep 
Score: -7292247.000000 Penalty: 1089.361816
	Iteration 7Q: 3 clusters Score -7292247 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 132150 members 
Entering Unmasked Estep 
Score: -7294230.000000 Penalty: 1089.361816
	Iteration 8Q: 3 clusters Score -7294230 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 135867 members 
Entering Unmasked Estep 
Score: -7296255.500000 Penalty: 1089.361816
	Iteration 9Q: 3 clusters Score -7296256 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 139509 members 
Entering Unmasked Estep 
Score: -7298198.500000 Penalty: 1089.361816
	Iteration 10Q: 3 clusters Score -7298198 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -7300093.500000 Penalty: 1089.361816
	Iteration 11Q: 3 clusters Score -7300094 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -7301793.000000 Penalty: 1089.361816
	Iteration 12Q: 3 clusters Score -7301793 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 148619 members 
Entering Unmasked Estep 
Score: -7303362.500000 Penalty: 1089.361816
	Iteration 13Q: 3 clusters Score -7303362 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -7304839.500000 Penalty: 1089.361816
	Iteration 14Q: 3 clusters Score -7304840 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -7305958.500000 Penalty: 1089.361816
	Iteration 15Q: 3 clusters Score -7305958 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -7306840.500000 Penalty: 1089.361816
	Iteration 16Q: 3 clusters Score -7306840 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 155764 members 
Entering Unmasked Estep 
Score: -7307545.000000 Penalty: 1089.361816
	Iteration 17Q: 3 clusters Score -7307545 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -7308053.500000 Penalty: 1089.361816
	Iteration 18Q: 3 clusters Score -7308054 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -7308280.500000 Penalty: 1089.361816
	Iteration 19Q: 3 clusters Score -7308280 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -7308474.000000 Penalty: 1089.361816
	Iteration 20F: 3 clusters Score -7308474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -7308586.000000 Penalty: 1089.361816
	Iteration 21Q: 3 clusters Score -7308586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -7308650.000000 Penalty: 1089.361816
	Iteration 22Q: 3 clusters Score -7308650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -7308687.000000 Penalty: 1089.361816
	Iteration 23Q: 3 clusters Score -7308687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -7308731.000000 Penalty: 1089.361816
	Iteration 24Q: 3 clusters Score -7308731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -7308762.000000 Penalty: 1089.361816
	Iteration 25Q: 3 clusters Score -7308762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157950 members 
Entering Unmasked Estep 
Score: -7308769.500000 Penalty: 1089.361816
	Iteration 26Q: 3 clusters Score -7308770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 157961 members 
Entering Unmasked Estep 
Score: -7308786.000000 Penalty: 1089.361816
	Iteration 27Q: 3 clusters Score -7308786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -7308794.500000 Penalty: 1089.361816
	Iteration 28Q: 3 clusters Score -7308794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -7308801.500000 Penalty: 1089.361816
	Iteration 29Q: 3 clusters Score -7308802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -7308799.500000 Penalty: 1089.361816
	Iteration 30Q: 3 clusters Score -7308800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -7308798.500000 Penalty: 1089.361816
	Iteration 31Q: 3 clusters Score -7308798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -7308803.500000 Penalty: 1089.361816
	Iteration 32Q: 3 clusters Score -7308804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -7308799.500000 Penalty: 1089.361816
	Iteration 33Q: 3 clusters Score -7308800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -7308799.500000 Penalty: 1089.361816
	Iteration 34F: 3 clusters Score -7308800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16051.691406 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16051.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15640.502930 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15640.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15728.051758 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15728.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15751.583984 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15751.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15761.742188 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15761.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15768.422852 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15768.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15772.704102 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15777.891602 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15777.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15783.292969 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15783.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15785.683594 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15785.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15786.776367 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15786.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15786.776367 Penalty: 538.619324
	Iteration 10F: 3 clusters Score -15786.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8916.895508 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8916.896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8955.675781 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8955.676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8967.289062 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8967.289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8972.664062 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8972.664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8980.617188 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8980.617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8992.132812 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8992.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8995.002930 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8995.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8995.632812 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -8995.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8995.632812 Penalty: 485.715973
	Iteration 8F: 3 clusters Score -8995.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -62202.183594 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -62202.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61155.875000 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -61155.88 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61480.738281 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -61480.74 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61561.582031 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -61561.58 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61625.921875 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -61625.92 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61698.914062 Penalty: 656.987427
	Iteration 4F: 3 clusters Score -61698.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61753.902344 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -61753.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61800.101562 Penalty: 656.987427
	Iteration 6Q: 3 clusters Score -61800.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61843.371094 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -61843.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61874.722656 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -61874.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61893.769531 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -61893.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -61909.285156 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -61909.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -61915.019531 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -61915.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -61919.867188 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -61919.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -61920.765625 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -61920.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -61921.710938 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -61921.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -61923.695312 Penalty: 656.987427
	Iteration 15Q: 3 clusters Score -61923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61923.863281 Penalty: 656.987427
	Iteration 16Q: 3 clusters Score -61923.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61923.863281 Penalty: 656.987427
	Iteration 17F: 3 clusters Score -61923.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -109943.054688 Penalty: 352.535309
	Iteration 0F: 2 clusters Score -109943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -108297.742188 Penalty: 705.070618
	Iteration 0F: 3 clusters Score -108297.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108801.445312 Penalty: 705.070618
	Iteration 1F: 3 clusters Score -108801.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -108873.585938 Penalty: 705.070618
	Iteration 2F: 3 clusters Score -108873.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -108944.156250 Penalty: 705.070618
	Iteration 3F: 3 clusters Score -108944.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -109003.210938 Penalty: 705.070618
	Iteration 4F: 3 clusters Score -109003.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -109076.148438 Penalty: 705.070618
	Iteration 5Q: 3 clusters Score -109076.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109151.031250 Penalty: 705.070618
	Iteration 6Q: 3 clusters Score -109151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -109209.203125 Penalty: 705.070618
	Iteration 7Q: 3 clusters Score -109209.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -109261.359375 Penalty: 705.070618
	Iteration 8Q: 3 clusters Score -109261.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -109304.445312 Penalty: 705.070618
	Iteration 9Q: 3 clusters Score -109304.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -109330.781250 Penalty: 705.070618
	Iteration 10Q: 3 clusters Score -109330.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -109371.132812 Penalty: 705.070618
	Iteration 11Q: 3 clusters Score -109371.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -109402.734375 Penalty: 705.070618
	Iteration 12Q: 3 clusters Score -109402.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -109431.937500 Penalty: 705.070618
	Iteration 13Q: 3 clusters Score -109431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -109452.007812 Penalty: 705.070618
	Iteration 14Q: 3 clusters Score -109452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -109463.945312 Penalty: 705.070618
	Iteration 15Q: 3 clusters Score -109463.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -109477.968750 Penalty: 705.070618
	Iteration 16Q: 3 clusters Score -109478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -109490.421875 Penalty: 705.070618
	Iteration 17Q: 3 clusters Score -109490.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -109505.062500 Penalty: 705.070618
	Iteration 18Q: 3 clusters Score -109505.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -109513.390625 Penalty: 705.070618
	Iteration 19Q: 3 clusters Score -109513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -109517.742188 Penalty: 705.070618
	Iteration 20F: 3 clusters Score -109517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -109522.929688 Penalty: 705.070618
	Iteration 21Q: 3 clusters Score -109522.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -109525.570312 Penalty: 705.070618
	Iteration 22Q: 3 clusters Score -109525.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -109527.226562 Penalty: 705.070618
	Iteration 23Q: 3 clusters Score -109527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -109528.000000 Penalty: 705.070618
	Iteration 24Q: 3 clusters Score -109528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -109529.812500 Penalty: 705.070618
	Iteration 25Q: 3 clusters Score -109529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -109531.609375 Penalty: 705.070618
	Iteration 26Q: 3 clusters Score -109531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -109533.296875 Penalty: 705.070618
	Iteration 27Q: 3 clusters Score -109533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -109535.898438 Penalty: 705.070618
	Iteration 28Q: 3 clusters Score -109535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -109537.953125 Penalty: 705.070618
	Iteration 29Q: 3 clusters Score -109538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -109539.906250 Penalty: 705.070618
	Iteration 30Q: 3 clusters Score -109539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -109540.882812 Penalty: 705.070618
	Iteration 31Q: 3 clusters Score -109540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -109541.195312 Penalty: 705.070618
	Iteration 32Q: 3 clusters Score -109541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -109541.617188 Penalty: 705.070618
	Iteration 33Q: 3 clusters Score -109541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -109541.890625 Penalty: 705.070618
	Iteration 34Q: 3 clusters Score -109541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -109541.750000 Penalty: 705.070618
	Iteration 35Q: 3 clusters Score -109541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -109541.750000 Penalty: 705.070618
	Iteration 36F: 3 clusters Score -109541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -188726.890625 Penalty: 378.955505
	Iteration 0F: 2 clusters Score -188726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -185926.875000 Penalty: 757.911011
	Iteration 0F: 3 clusters Score -185926.9 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -186947.109375 Penalty: 757.911011
	Iteration 1F: 3 clusters Score -186947.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -187081.375000 Penalty: 757.911011
	Iteration 2F: 3 clusters Score -187081.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -187261.890625 Penalty: 757.911011
	Iteration 3F: 3 clusters Score -187261.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -187465.890625 Penalty: 757.911011
	Iteration 4F: 3 clusters Score -187465.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -187710.671875 Penalty: 757.911011
	Iteration 5F: 3 clusters Score -187710.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -187928.062500 Penalty: 757.911011
	Iteration 6F: 3 clusters Score -187928.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188096.656250 Penalty: 757.911011
	Iteration 7F: 3 clusters Score -188096.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -188214.250000 Penalty: 757.911011
	Iteration 8Q: 3 clusters Score -188214.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -188293.796875 Penalty: 757.911011
	Iteration 9Q: 3 clusters Score -188293.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -188353.671875 Penalty: 757.911011
	Iteration 10Q: 3 clusters Score -188353.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -188396.796875 Penalty: 757.911011
	Iteration 11Q: 3 clusters Score -188396.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -188419.359375 Penalty: 757.911011
	Iteration 12Q: 3 clusters Score -188419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -188424.734375 Penalty: 757.911011
	Iteration 13Q: 3 clusters Score -188424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -188426.062500 Penalty: 757.911011
	Iteration 14Q: 3 clusters Score -188426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -188426.046875 Penalty: 757.911011
	Iteration 15Q: 3 clusters Score -188426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -188426.343750 Penalty: 757.911011
	Iteration 16Q: 3 clusters Score -188426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -188426.343750 Penalty: 757.911011
	Iteration 17F: 3 clusters Score -188426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Entering Unmasked Estep 
Score: -4268479.500000 Penalty: 518.875549
	Iteration 0F: 2 clusters Score -4268480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -4208372.000000 Penalty: 1037.751099
	Iteration 0F: 3 clusters Score -4208372 nChanged 43712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4234944.500000 Penalty: 1037.751099
	Iteration 1F: 3 clusters Score -4234944 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -4236663.000000 Penalty: 1037.751099
	Iteration 2Q: 3 clusters Score -4236663 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -4239301.000000 Penalty: 1037.751099
	Iteration 3F: 3 clusters Score -4239301 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4243307.500000 Penalty: 1037.751099
	Iteration 4F: 3 clusters Score -4243308 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4248512.000000 Penalty: 1037.751099
	Iteration 5F: 3 clusters Score -4248512 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4253005.500000 Penalty: 1037.751099
	Iteration 6F: 3 clusters Score -4253006 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4255391.500000 Penalty: 1037.751099
	Iteration 7Q: 3 clusters Score -4255392 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -4256489.000000 Penalty: 1037.751099
	Iteration 8Q: 3 clusters Score -4256489 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4257202.500000 Penalty: 1037.751099
	Iteration 9Q: 3 clusters Score -4257202 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4257981.000000 Penalty: 1037.751099
	Iteration 10Q: 3 clusters Score -4257981 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4258820.000000 Penalty: 1037.751099
	Iteration 11Q: 3 clusters Score -4258820 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4259633.000000 Penalty: 1037.751099
	Iteration 12Q: 3 clusters Score -4259633 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4260481.000000 Penalty: 1037.751099
	Iteration 13Q: 3 clusters Score -4260481 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4261264.500000 Penalty: 1037.751099
	Iteration 14Q: 3 clusters Score -4261264 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4262136.500000 Penalty: 1037.751099
	Iteration 15Q: 3 clusters Score -4262136 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4262949.000000 Penalty: 1037.751099
	Iteration 16Q: 3 clusters Score -4262949 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4263722.000000 Penalty: 1037.751099
	Iteration 17Q: 3 clusters Score -4263722 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4264490.500000 Penalty: 1037.751099
	Iteration 18Q: 3 clusters Score -4264490 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4265182.500000 Penalty: 1037.751099
	Iteration 19Q: 3 clusters Score -4265182 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4265800.500000 Penalty: 1037.751099
	Iteration 20F: 3 clusters Score -4265800 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4266305.500000 Penalty: 1037.751099
	Iteration 21Q: 3 clusters Score -4266306 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4266693.500000 Penalty: 1037.751099
	Iteration 22Q: 3 clusters Score -4266694 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4266952.000000 Penalty: 1037.751099
	Iteration 23Q: 3 clusters Score -4266952 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4267144.500000 Penalty: 1037.751099
	Iteration 24Q: 3 clusters Score -4267144 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83806 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4267347.000000 Penalty: 1037.751099
	Iteration 25Q: 3 clusters Score -4267347 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4267494.500000 Penalty: 1037.751099
	Iteration 26Q: 3 clusters Score -4267494 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4267602.500000 Penalty: 1037.751099
	Iteration 27Q: 3 clusters Score -4267602 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4267701.500000 Penalty: 1037.751099
	Iteration 28Q: 3 clusters Score -4267702 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85325 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4267785.500000 Penalty: 1037.751099
	Iteration 29Q: 3 clusters Score -4267786 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4267846.500000 Penalty: 1037.751099
	Iteration 30Q: 3 clusters Score -4267846 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4267918.500000 Penalty: 1037.751099
	Iteration 31Q: 3 clusters Score -4267918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86072 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4267968.000000 Penalty: 1037.751099
	Iteration 32Q: 3 clusters Score -4267968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4268005.500000 Penalty: 1037.751099
	Iteration 33Q: 3 clusters Score -4268006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4268021.000000 Penalty: 1037.751099
	Iteration 34Q: 3 clusters Score -4268021 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4268054.000000 Penalty: 1037.751099
	Iteration 35Q: 3 clusters Score -4268054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4268082.500000 Penalty: 1037.751099
	Iteration 36Q: 3 clusters Score -4268082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4268098.500000 Penalty: 1037.751099
	Iteration 37Q: 3 clusters Score -4268098 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4268127.500000 Penalty: 1037.751099
	Iteration 38Q: 3 clusters Score -4268128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4268131.500000 Penalty: 1037.751099
	Iteration 39Q: 3 clusters Score -4268132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4268129.000000 Penalty: 1037.751099
	Iteration 40F: 3 clusters Score -4268129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4268152.500000 Penalty: 1037.751099
	Iteration 41Q: 3 clusters Score -4268152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4268148.500000 Penalty: 1037.751099
	Iteration 42Q: 3 clusters Score -4268148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4268160.500000 Penalty: 1037.751099
	Iteration 43Q: 3 clusters Score -4268160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4268160.500000 Penalty: 1037.751099
	Iteration 44Q: 3 clusters Score -4268160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4268165.500000 Penalty: 1037.751099
	Iteration 45Q: 3 clusters Score -4268166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4268168.500000 Penalty: 1037.751099
	Iteration 46Q: 3 clusters Score -4268168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4268169.000000 Penalty: 1037.751099
	Iteration 47Q: 3 clusters Score -4268169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4268179.000000 Penalty: 1037.751099
	Iteration 48Q: 3 clusters Score -4268179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4268176.500000 Penalty: 1037.751099
	Iteration 49Q: 3 clusters Score -4268176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4268176.500000 Penalty: 1037.751099
	Iteration 50Q: 3 clusters Score -4268176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4268176.500000 Penalty: 1037.751099
	Iteration 51Q: 3 clusters Score -4268176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4268174.500000 Penalty: 1037.751099
	Iteration 52Q: 3 clusters Score -4268174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4268173.000000 Penalty: 1037.751099
	Iteration 53Q: 3 clusters Score -4268173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4268172.000000 Penalty: 1037.751099
	Iteration 54Q: 3 clusters Score -4268172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4268177.500000 Penalty: 1037.751099
	Iteration 55Q: 3 clusters Score -4268178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4268174.500000 Penalty: 1037.751099
	Iteration 56Q: 3 clusters Score -4268174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -4268172.500000 Penalty: 1037.751099
	Iteration 57Q: 3 clusters Score -4268172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4268172.500000 Penalty: 1037.751099
	Iteration 58Q: 3 clusters Score -4268172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4268175.500000 Penalty: 1037.751099
	Iteration 59Q: 3 clusters Score -4268176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4268170.500000 Penalty: 1037.751099
	Iteration 60F: 3 clusters Score -4268170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87486 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4268171.000000 Penalty: 1037.751099
	Iteration 61Q: 3 clusters Score -4268171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4268171.500000 Penalty: 1037.751099
	Iteration 62Q: 3 clusters Score -4268172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4268168.000000 Penalty: 1037.751099
	Iteration 63Q: 3 clusters Score -4268168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4268169.500000 Penalty: 1037.751099
	Iteration 64Q: 3 clusters Score -4268170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4268170.000000 Penalty: 1037.751099
	Iteration 65Q: 3 clusters Score -4268170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4268167.000000 Penalty: 1037.751099
	Iteration 66Q: 3 clusters Score -4268167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4268171.000000 Penalty: 1037.751099
	Iteration 67Q: 3 clusters Score -4268171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4268170.000000 Penalty: 1037.751099
	Iteration 68Q: 3 clusters Score -4268170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4268170.000000 Penalty: 1037.751099
	Iteration 69F: 3 clusters Score -4268170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -20079.746094 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -20079.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19648.089844 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -19648.09 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19752.699219 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -19752.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19812.416016 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -19812.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19840.128906 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -19840.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19855.341797 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -19855.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19868.582031 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -19868.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19875.011719 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -19875.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19881.173828 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -19881.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19882.689453 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -19882.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19884.644531 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -19884.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19885.244141 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -19885.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19886.607422 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -19886.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19891.109375 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -19891.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19896.119141 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -19896.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -19902.951172 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -19902.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19909.900391 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -19909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19912.492188 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -19912.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19912.492188 Penalty: 556.947083
	Iteration 17F: 3 clusters Score -19912.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Entering Unmasked Estep 
Score: -937861.000000 Penalty: 449.046539
	Iteration 0F: 2 clusters Score -937861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -924885.125000 Penalty: 898.093079
	Iteration 0F: 3 clusters Score -924885.1 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -930208.812500 Penalty: 898.093079
	Iteration 1F: 3 clusters Score -930208.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -930576.312500 Penalty: 898.093079
	Iteration 2F: 3 clusters Score -930576.3 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -931105.000000 Penalty: 898.093079
	Iteration 3F: 3 clusters Score -931105 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -931893.500000 Penalty: 898.093079
	Iteration 4F: 3 clusters Score -931893.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -933101.687500 Penalty: 898.093079
	Iteration 5F: 3 clusters Score -933101.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -934486.437500 Penalty: 898.093079
	Iteration 6F: 3 clusters Score -934486.4 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -935559.875000 Penalty: 898.093079
	Iteration 7F: 3 clusters Score -935559.9 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -935989.625000 Penalty: 898.093079
	Iteration 8Q: 3 clusters Score -935989.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -936147.187500 Penalty: 898.093079
	Iteration 9Q: 3 clusters Score -936147.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -936251.312500 Penalty: 898.093079
	Iteration 10Q: 3 clusters Score -936251.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -936325.125000 Penalty: 898.093079
	Iteration 11Q: 3 clusters Score -936325.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -936383.937500 Penalty: 898.093079
	Iteration 12Q: 3 clusters Score -936383.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -936435.250000 Penalty: 898.093079
	Iteration 13Q: 3 clusters Score -936435.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -936491.437500 Penalty: 898.093079
	Iteration 14Q: 3 clusters Score -936491.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -936543.312500 Penalty: 898.093079
	Iteration 15Q: 3 clusters Score -936543.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -936601.312500 Penalty: 898.093079
	Iteration 16Q: 3 clusters Score -936601.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -936662.750000 Penalty: 898.093079
	Iteration 17Q: 3 clusters Score -936662.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -936720.062500 Penalty: 898.093079
	Iteration 18Q: 3 clusters Score -936720.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -936772.625000 Penalty: 898.093079
	Iteration 19Q: 3 clusters Score -936772.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -936818.687500 Penalty: 898.093079
	Iteration 20F: 3 clusters Score -936818.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -936855.687500 Penalty: 898.093079
	Iteration 21Q: 3 clusters Score -936855.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -936894.937500 Penalty: 898.093079
	Iteration 22Q: 3 clusters Score -936894.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -936942.000000 Penalty: 898.093079
	Iteration 23Q: 3 clusters Score -936942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -936981.500000 Penalty: 898.093079
	Iteration 24Q: 3 clusters Score -936981.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -937014.062500 Penalty: 898.093079
	Iteration 25Q: 3 clusters Score -937014.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -937046.375000 Penalty: 898.093079
	Iteration 26Q: 3 clusters Score -937046.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -937069.375000 Penalty: 898.093079
	Iteration 27Q: 3 clusters Score -937069.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -937091.750000 Penalty: 898.093079
	Iteration 28Q: 3 clusters Score -937091.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -937111.937500 Penalty: 898.093079
	Iteration 29Q: 3 clusters Score -937111.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -937133.875000 Penalty: 898.093079
	Iteration 30Q: 3 clusters Score -937133.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -937153.875000 Penalty: 898.093079
	Iteration 31Q: 3 clusters Score -937153.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -937167.625000 Penalty: 898.093079
	Iteration 32Q: 3 clusters Score -937167.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -937187.250000 Penalty: 898.093079
	Iteration 33Q: 3 clusters Score -937187.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -937206.125000 Penalty: 898.093079
	Iteration 34Q: 3 clusters Score -937206.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -937224.000000 Penalty: 898.093079
	Iteration 35Q: 3 clusters Score -937224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -937239.500000 Penalty: 898.093079
	Iteration 36Q: 3 clusters Score -937239.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -937250.437500 Penalty: 898.093079
	Iteration 37Q: 3 clusters Score -937250.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -937259.937500 Penalty: 898.093079
	Iteration 38Q: 3 clusters Score -937259.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -937269.937500 Penalty: 898.093079
	Iteration 39Q: 3 clusters Score -937269.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -937276.750000 Penalty: 898.093079
	Iteration 40F: 3 clusters Score -937276.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -937280.812500 Penalty: 898.093079
	Iteration 41Q: 3 clusters Score -937280.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -937294.000000 Penalty: 898.093079
	Iteration 42Q: 3 clusters Score -937294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -937296.250000 Penalty: 898.093079
	Iteration 43Q: 3 clusters Score -937296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -937304.562500 Penalty: 898.093079
	Iteration 44Q: 3 clusters Score -937304.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -937312.250000 Penalty: 898.093079
	Iteration 45Q: 3 clusters Score -937312.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -937323.750000 Penalty: 898.093079
	Iteration 46Q: 3 clusters Score -937323.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -937332.812500 Penalty: 898.093079
	Iteration 47Q: 3 clusters Score -937332.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -937345.500000 Penalty: 898.093079
	Iteration 48Q: 3 clusters Score -937345.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -937357.687500 Penalty: 898.093079
	Iteration 49Q: 3 clusters Score -937357.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -937364.875000 Penalty: 898.093079
	Iteration 50Q: 3 clusters Score -937364.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -937376.687500 Penalty: 898.093079
	Iteration 51Q: 3 clusters Score -937376.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -937389.562500 Penalty: 898.093079
	Iteration 52Q: 3 clusters Score -937389.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -937394.875000 Penalty: 898.093079
	Iteration 53Q: 3 clusters Score -937394.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -937403.937500 Penalty: 898.093079
	Iteration 54Q: 3 clusters Score -937403.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -937413.062500 Penalty: 898.093079
	Iteration 55Q: 3 clusters Score -937413.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -937422.125000 Penalty: 898.093079
	Iteration 56Q: 3 clusters Score -937422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -937430.000000 Penalty: 898.093079
	Iteration 57Q: 3 clusters Score -937430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -937439.125000 Penalty: 898.093079
	Iteration 58Q: 3 clusters Score -937439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -937445.250000 Penalty: 898.093079
	Iteration 59Q: 3 clusters Score -937445.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -937452.500000 Penalty: 898.093079
	Iteration 60F: 3 clusters Score -937452.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -937456.125000 Penalty: 898.093079
	Iteration 61Q: 3 clusters Score -937456.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -937458.062500 Penalty: 898.093079
	Iteration 62Q: 3 clusters Score -937458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -937457.625000 Penalty: 898.093079
	Iteration 63Q: 3 clusters Score -937457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -937461.437500 Penalty: 898.093079
	Iteration 64Q: 3 clusters Score -937461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -937464.000000 Penalty: 898.093079
	Iteration 65Q: 3 clusters Score -937464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -937467.812500 Penalty: 898.093079
	Iteration 66Q: 3 clusters Score -937467.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -937472.500000 Penalty: 898.093079
	Iteration 67Q: 3 clusters Score -937472.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -937472.687500 Penalty: 898.093079
	Iteration 68Q: 3 clusters Score -937472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -937474.375000 Penalty: 898.093079
	Iteration 69Q: 3 clusters Score -937474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -937477.812500 Penalty: 898.093079
	Iteration 70Q: 3 clusters Score -937477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -937483.062500 Penalty: 898.093079
	Iteration 71Q: 3 clusters Score -937483.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -937486.062500 Penalty: 898.093079
	Iteration 72Q: 3 clusters Score -937486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -937489.312500 Penalty: 898.093079
	Iteration 73Q: 3 clusters Score -937489.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -937491.000000 Penalty: 898.093079
	Iteration 74Q: 3 clusters Score -937491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -937496.500000 Penalty: 898.093079
	Iteration 75Q: 3 clusters Score -937496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -937497.812500 Penalty: 898.093079
	Iteration 76Q: 3 clusters Score -937497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -937497.812500 Penalty: 898.093079
	Iteration 77Q: 3 clusters Score -937497.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -937499.625000 Penalty: 898.093079
	Iteration 78Q: 3 clusters Score -937499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -937501.312500 Penalty: 898.093079
	Iteration 79Q: 3 clusters Score -937501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -937501.625000 Penalty: 898.093079
	Iteration 80F: 3 clusters Score -937501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -937504.375000 Penalty: 898.093079
	Iteration 81Q: 3 clusters Score -937504.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -937507.812500 Penalty: 898.093079
	Iteration 82Q: 3 clusters Score -937507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -937510.437500 Penalty: 898.093079
	Iteration 83Q: 3 clusters Score -937510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -937510.687500 Penalty: 898.093079
	Iteration 84Q: 3 clusters Score -937510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -937515.187500 Penalty: 898.093079
	Iteration 85Q: 3 clusters Score -937515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -937516.875000 Penalty: 898.093079
	Iteration 86Q: 3 clusters Score -937516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -937517.687500 Penalty: 898.093079
	Iteration 87Q: 3 clusters Score -937517.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -937522.000000 Penalty: 898.093079
	Iteration 88Q: 3 clusters Score -937522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -937523.875000 Penalty: 898.093079
	Iteration 89Q: 3 clusters Score -937523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -937528.500000 Penalty: 898.093079
	Iteration 90Q: 3 clusters Score -937528.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -937532.375000 Penalty: 898.093079
	Iteration 91Q: 3 clusters Score -937532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -937530.750000 Penalty: 898.093079
	Iteration 92Q: 3 clusters Score -937530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -937531.937500 Penalty: 898.093079
	Iteration 93Q: 3 clusters Score -937531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -937530.500000 Penalty: 898.093079
	Iteration 94Q: 3 clusters Score -937530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -937530.187500 Penalty: 898.093079
	Iteration 95Q: 3 clusters Score -937530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -937530.187500 Penalty: 898.093079
	Iteration 96Q: 3 clusters Score -937530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -937530.562500 Penalty: 898.093079
	Iteration 97Q: 3 clusters Score -937530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -937530.625000 Penalty: 898.093079
	Iteration 98Q: 3 clusters Score -937530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -937530.625000 Penalty: 898.093079
	Iteration 99F: 3 clusters Score -937530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6405.426270 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6405.426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6466.332031 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6466.332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6490.375000 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6490.375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6497.048340 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6497.048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6502.267090 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6502.267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6505.151855 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6505.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6510.314453 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6510.314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6515.070801 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6515.071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6518.448242 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6518.448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6518.805664 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -6518.806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6519.866211 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -6519.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6519.866211 Penalty: 470.514038
	Iteration 11F: 3 clusters Score -6519.866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2948.224854 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2948.225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2969.101562 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2969.102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2987.087402 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2987.087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2998.746826 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -2998.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3000.159912 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -3000.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3000.159912 Penalty: 403.204315
	Iteration 5F: 3 clusters Score -3000.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5758.916016 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5758.916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5856.130371 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5856.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5874.869141 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5874.869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5886.129395 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5886.129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5893.774902 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5893.775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5898.807129 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5898.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5898.807129 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -5898.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 82939 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 101113 members 
Mstep: Class 7 contains 4731 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36828 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 158104 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 89667 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19325 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233132.000000 Penalty: 14972.122070
Iteration 119Q: 26 clusters Score -2.323313e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 83189 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6231 members 
Mstep: Class 6 contains 101124 members 
Mstep: Class 7 contains 4720 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36748 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 158112 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 89395 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233210.000000 Penalty: 14972.122070
Iteration 120F: 26 clusters Score -2.323321e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 83422 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 101131 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36660 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 158167 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 89105 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19474 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233196.000000 Penalty: 14972.122070
Iteration 121Q: 26 clusters Score -2.32332e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 83690 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 101136 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36574 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 158222 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 88789 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19545 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233238.000000 Penalty: 14972.122070
Iteration 122Q: 26 clusters Score -2.323324e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 83944 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 101142 members 
Mstep: Class 7 contains 4693 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36484 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 158271 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 88475 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19633 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233306.000000 Penalty: 14972.122070
Iteration 123Q: 26 clusters Score -2.323331e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 84206 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 101138 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36391 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 158338 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 88127 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19744 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233344.000000 Penalty: 14972.122070
Iteration 124Q: 26 clusters Score -2.323334e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 84485 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 101136 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36293 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 158381 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 87781 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 19863 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233308.000000 Penalty: 14972.122070
Iteration 125Q: 26 clusters Score -2.323331e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 84744 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 101138 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36203 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 158369 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 87474 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20001 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233328.000000 Penalty: 14972.122070
Iteration 126Q: 26 clusters Score -2.323333e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4468 members 
Mstep: Class 3 contains 85051 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 101142 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 36105 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 158357 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 87122 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20144 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233394.000000 Penalty: 14972.122070
Iteration 127Q: 26 clusters Score -2.323339e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 85376 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 101147 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2682 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35988 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 158352 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 86760 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233366.000000 Penalty: 14972.122070
Iteration 128Q: 26 clusters Score -2.323337e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 85750 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35845 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 158342 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 86390 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20414 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233452.000000 Penalty: 14972.122070
Iteration 129Q: 26 clusters Score -2.323345e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 86117 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 101146 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35709 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 158276 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 86046 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20582 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233550.000000 Penalty: 14972.122070
Iteration 130Q: 26 clusters Score -2.323355e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 86539 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 101139 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35575 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 158170 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 85684 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 20758 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233680.000000 Penalty: 14972.122070
Iteration 131Q: 26 clusters Score -2.323368e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 86930 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 101135 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35443 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 158085 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 85317 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 20936 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233702.000000 Penalty: 14972.122070
Iteration 132Q: 26 clusters Score -2.32337e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 87360 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 101135 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157982 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 84923 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 21108 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233710.000000 Penalty: 14972.122070
Iteration 133Q: 26 clusters Score -2.323371e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 87755 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 101141 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35141 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 157930 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 84540 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 21284 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233742.000000 Penalty: 14972.122070
Iteration 134Q: 26 clusters Score -2.323374e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4465 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 101143 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 35002 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157875 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 84156 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 21469 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233750.000000 Penalty: 14972.122070
Iteration 135Q: 26 clusters Score -2.323375e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 88530 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 101148 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34872 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 157821 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 2318 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 83765 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 21631 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233702.000000 Penalty: 14972.122070
Iteration 136Q: 26 clusters Score -2.32337e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 88959 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 101184 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34761 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157700 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 83356 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 21807 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233736.000000 Penalty: 14972.122070
Iteration 137Q: 26 clusters Score -2.323374e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 89423 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 101211 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34667 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 157475 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 82946 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 22037 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233744.000000 Penalty: 14972.122070
Iteration 138Q: 26 clusters Score -2.323374e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 89890 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6578 members 
Mstep: Class 6 contains 101239 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34561 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 157301 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 82501 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 22240 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233724.000000 Penalty: 14972.122070
Iteration 139Q: 26 clusters Score -2.323372e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 90338 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 101248 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34462 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 157180 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 82044 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 22444 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233766.000000 Penalty: 14972.122070
Iteration 140F: 26 clusters Score -2.323377e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 90768 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 101269 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34356 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 157091 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 81588 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 22638 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233758.000000 Penalty: 14972.122070
Iteration 141Q: 26 clusters Score -2.323376e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 91152 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 101287 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34269 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 157008 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 81148 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 22834 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233852.000000 Penalty: 14972.122070
Iteration 142Q: 26 clusters Score -2.323385e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 91570 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 101292 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34182 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 156900 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 80710 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23020 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233868.000000 Penalty: 14972.122070
Iteration 143Q: 26 clusters Score -2.323387e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 91996 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 101303 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34093 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 156833 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 80236 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233898.000000 Penalty: 14972.122070
Iteration 144Q: 26 clusters Score -2.32339e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 92377 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 101313 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 34016 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 156757 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4144 members 
Mstep: Class 20 contains 79802 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23373 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233948.000000 Penalty: 14972.122070
Iteration 145Q: 26 clusters Score -2.323395e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 92758 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 101321 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33946 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 156700 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 79361 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23554 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233874.000000 Penalty: 14972.122070
Iteration 146Q: 26 clusters Score -2.323387e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 93137 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 101324 members 
Mstep: Class 7 contains 4515 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33881 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 156637 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 78910 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23736 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233828.000000 Penalty: 14972.122070
Iteration 147Q: 26 clusters Score -2.323383e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 93575 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 101325 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33814 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 156476 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 78491 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 23919 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233894.000000 Penalty: 14972.122070
Iteration 148Q: 26 clusters Score -2.323389e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 93959 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 101331 members 
Mstep: Class 7 contains 4496 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33764 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 156338 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 78106 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 24081 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233934.000000 Penalty: 14972.122070
Iteration 149Q: 26 clusters Score -2.323393e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 94343 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 101332 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33728 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 156162 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 77772 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 24233 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233998.000000 Penalty: 14972.122070
Iteration 150Q: 26 clusters Score -2.3234e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 94734 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6810 members 
Mstep: Class 6 contains 101329 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33694 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 155982 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 77448 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 24371 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234074.000000 Penalty: 14972.122070
Iteration 151Q: 26 clusters Score -2.323407e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 95133 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 101333 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33649 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 155792 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 77146 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 24492 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234120.000000 Penalty: 14972.122070
Iteration 152Q: 26 clusters Score -2.323412e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 95557 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 101331 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33620 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 155590 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 76831 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 24608 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234146.000000 Penalty: 14972.122070
Iteration 153Q: 26 clusters Score -2.323415e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 95975 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 6836 members 
Mstep: Class 6 contains 101312 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33577 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 155439 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 76506 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 24723 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234176.000000 Penalty: 14972.122070
Iteration 154Q: 26 clusters Score -2.323418e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 96403 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 101307 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33536 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 155278 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 76183 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 24834 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234186.000000 Penalty: 14972.122070
Iteration 155Q: 26 clusters Score -2.323419e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 96827 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6848 members 
Mstep: Class 6 contains 101298 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33495 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 155143 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 75846 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 24932 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234116.000000 Penalty: 14972.122070
Iteration 156Q: 26 clusters Score -2.323412e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 97219 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 101291 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33464 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 155010 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 75510 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25038 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234122.000000 Penalty: 14972.122070
Iteration 157Q: 26 clusters Score -2.323412e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 97627 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 101278 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33434 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 154839 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 75205 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25124 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234176.000000 Penalty: 14972.122070
Iteration 158Q: 26 clusters Score -2.323418e+07 nChanged 821
Entering ConstructFrom: 
Score: -23234176.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -11438.974609 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -11438.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11084.605469 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -11084.61 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11155.869141 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -11155.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11183.001953 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -11183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11213.070312 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -11213.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11227.791016 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -11227.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11234.873047 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -11234.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11241.749023 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -11241.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11257.494141 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -11257.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11264.385742 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -11264.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11266.799805 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -11266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11267.060547 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -11267.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11267.060547 Penalty: 524.060059
	Iteration 11F: 3 clusters Score -11267.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -198649.796875 Penalty: 381.674500
	Iteration 0F: 2 clusters Score -198649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -195651.781250 Penalty: 763.348999
	Iteration 0F: 3 clusters Score -195651.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -196813.718750 Penalty: 763.348999
	Iteration 1F: 3 clusters Score -196813.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -197006.937500 Penalty: 763.348999
	Iteration 2F: 3 clusters Score -197006.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -197264.015625 Penalty: 763.348999
	Iteration 3F: 3 clusters Score -197264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -197520.390625 Penalty: 763.348999
	Iteration 4F: 3 clusters Score -197520.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -197693.890625 Penalty: 763.348999
	Iteration 5F: 3 clusters Score -197693.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -197805.062500 Penalty: 763.348999
	Iteration 6F: 3 clusters Score -197805.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -197893.796875 Penalty: 763.348999
	Iteration 7Q: 3 clusters Score -197893.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -197963.734375 Penalty: 763.348999
	Iteration 8Q: 3 clusters Score -197963.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -198013.625000 Penalty: 763.348999
	Iteration 9Q: 3 clusters Score -198013.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -198050.875000 Penalty: 763.348999
	Iteration 10Q: 3 clusters Score -198050.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -198071.406250 Penalty: 763.348999
	Iteration 11Q: 3 clusters Score -198071.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -198079.375000 Penalty: 763.348999
	Iteration 12Q: 3 clusters Score -198079.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -198083.640625 Penalty: 763.348999
	Iteration 13Q: 3 clusters Score -198083.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -198085.500000 Penalty: 763.348999
	Iteration 14Q: 3 clusters Score -198085.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -198086.968750 Penalty: 763.348999
	Iteration 15Q: 3 clusters Score -198087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -198087.453125 Penalty: 763.348999
	Iteration 16Q: 3 clusters Score -198087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -198087.625000 Penalty: 763.348999
	Iteration 17Q: 3 clusters Score -198087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -198087.828125 Penalty: 763.348999
	Iteration 18Q: 3 clusters Score -198087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -198087.781250 Penalty: 763.348999
	Iteration 19Q: 3 clusters Score -198087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -198088.218750 Penalty: 763.348999
	Iteration 20F: 3 clusters Score -198088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -198088.375000 Penalty: 763.348999
	Iteration 21Q: 3 clusters Score -198088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -198088.593750 Penalty: 763.348999
	Iteration 22Q: 3 clusters Score -198088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -198088.343750 Penalty: 763.348999
	Iteration 23Q: 3 clusters Score -198088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -198088.625000 Penalty: 763.348999
	Iteration 24Q: 3 clusters Score -198088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -198088.515625 Penalty: 763.348999
	Iteration 25Q: 3 clusters Score -198088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -198088.515625 Penalty: 763.348999
	Iteration 26F: 3 clusters Score -198088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Entering Unmasked Estep 
Score: -4555705.000000 Penalty: 522.931885
	Iteration 0F: 2 clusters Score -4555705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -4489443.000000 Penalty: 1045.863770
	Iteration 0F: 3 clusters Score -4489443 nChanged 48016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -4519486.000000 Penalty: 1045.863770
	Iteration 1F: 3 clusters Score -4519486 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -4521564.000000 Penalty: 1045.863770
	Iteration 2Q: 3 clusters Score -4521564 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -4525037.000000 Penalty: 1045.863770
	Iteration 3F: 3 clusters Score -4525037 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -4530100.000000 Penalty: 1045.863770
	Iteration 4F: 3 clusters Score -4530100 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -4535967.000000 Penalty: 1045.863770
	Iteration 5F: 3 clusters Score -4535967 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -4540612.000000 Penalty: 1045.863770
	Iteration 6F: 3 clusters Score -4540612 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -4543323.000000 Penalty: 1045.863770
	Iteration 7Q: 3 clusters Score -4543323 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -4544895.500000 Penalty: 1045.863770
	Iteration 8Q: 3 clusters Score -4544896 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -4546038.500000 Penalty: 1045.863770
	Iteration 9Q: 3 clusters Score -4546038 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -4547118.000000 Penalty: 1045.863770
	Iteration 10Q: 3 clusters Score -4547118 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 86634 members 
Entering Unmasked Estep 
Score: -4548233.500000 Penalty: 1045.863770
	Iteration 11Q: 3 clusters Score -4548234 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -4549387.000000 Penalty: 1045.863770
	Iteration 12Q: 3 clusters Score -4549387 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -4550493.000000 Penalty: 1045.863770
	Iteration 13Q: 3 clusters Score -4550493 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -4551593.000000 Penalty: 1045.863770
	Iteration 14Q: 3 clusters Score -4551593 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -4552633.000000 Penalty: 1045.863770
	Iteration 15Q: 3 clusters Score -4552633 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -4553402.000000 Penalty: 1045.863770
	Iteration 16Q: 3 clusters Score -4553402 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -4554066.000000 Penalty: 1045.863770
	Iteration 17Q: 3 clusters Score -4554066 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -4554481.500000 Penalty: 1045.863770
	Iteration 18Q: 3 clusters Score -4554482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -4554764.500000 Penalty: 1045.863770
	Iteration 19Q: 3 clusters Score -4554764 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -4554952.000000 Penalty: 1045.863770
	Iteration 20F: 3 clusters Score -4554952 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -4555092.000000 Penalty: 1045.863770
	Iteration 21Q: 3 clusters Score -4555092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 97344 members 
Entering Unmasked Estep 
Score: -4555186.500000 Penalty: 1045.863770
	Iteration 22Q: 3 clusters Score -4555186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -4555237.500000 Penalty: 1045.863770
	Iteration 23Q: 3 clusters Score -4555238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -4555267.500000 Penalty: 1045.863770
	Iteration 24Q: 3 clusters Score -4555268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 97574 members 
Entering Unmasked Estep 
Score: -4555294.500000 Penalty: 1045.863770
	Iteration 25Q: 3 clusters Score -4555294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -4555311.500000 Penalty: 1045.863770
	Iteration 26Q: 3 clusters Score -4555312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -4555325.500000 Penalty: 1045.863770
	Iteration 27Q: 3 clusters Score -4555326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97648 members 
Entering Unmasked Estep 
Score: -4555334.500000 Penalty: 1045.863770
	Iteration 28Q: 3 clusters Score -4555334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -4555336.000000 Penalty: 1045.863770
	Iteration 29Q: 3 clusters Score -4555336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -4555340.500000 Penalty: 1045.863770
	Iteration 30Q: 3 clusters Score -4555340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -4555341.500000 Penalty: 1045.863770
	Iteration 31Q: 3 clusters Score -4555342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -4555349.000000 Penalty: 1045.863770
	Iteration 32Q: 3 clusters Score -4555349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -4555351.500000 Penalty: 1045.863770
	Iteration 33Q: 3 clusters Score -4555352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -4555353.000000 Penalty: 1045.863770
	Iteration 34Q: 3 clusters Score -4555353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -4555353.000000 Penalty: 1045.863770
	Iteration 35Q: 3 clusters Score -4555353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -4555358.000000 Penalty: 1045.863770
	Iteration 36Q: 3 clusters Score -4555358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -4555360.000000 Penalty: 1045.863770
	Iteration 37Q: 3 clusters Score -4555360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -4555367.500000 Penalty: 1045.863770
	Iteration 38Q: 3 clusters Score -4555368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -4555369.000000 Penalty: 1045.863770
	Iteration 39Q: 3 clusters Score -4555369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -4555375.500000 Penalty: 1045.863770
	Iteration 40F: 3 clusters Score -4555376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -4555376.500000 Penalty: 1045.863770
	Iteration 41Q: 3 clusters Score -4555376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -4555377.500000 Penalty: 1045.863770
	Iteration 42Q: 3 clusters Score -4555378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -4555377.000000 Penalty: 1045.863770
	Iteration 43Q: 3 clusters Score -4555377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -4555379.000000 Penalty: 1045.863770
	Iteration 44Q: 3 clusters Score -4555379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -4555383.000000 Penalty: 1045.863770
	Iteration 45Q: 3 clusters Score -4555383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -4555383.000000 Penalty: 1045.863770
	Iteration 46Q: 3 clusters Score -4555383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 97733 members 
Entering Unmasked Estep 
Score: -4555385.000000 Penalty: 1045.863770
	Iteration 47Q: 3 clusters Score -4555385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -4555387.000000 Penalty: 1045.863770
	Iteration 48Q: 3 clusters Score -4555387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -4555392.000000 Penalty: 1045.863770
	Iteration 49Q: 3 clusters Score -4555392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -4555395.500000 Penalty: 1045.863770
	Iteration 50Q: 3 clusters Score -4555396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -4555397.500000 Penalty: 1045.863770
	Iteration 51Q: 3 clusters Score -4555398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -4555397.000000 Penalty: 1045.863770
	Iteration 52Q: 3 clusters Score -4555397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -4555400.000000 Penalty: 1045.863770
	Iteration 53Q: 3 clusters Score -4555400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -4555402.000000 Penalty: 1045.863770
	Iteration 54Q: 3 clusters Score -4555402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -4555403.500000 Penalty: 1045.863770
	Iteration 55Q: 3 clusters Score -4555404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -4555405.500000 Penalty: 1045.863770
	Iteration 56Q: 3 clusters Score -4555406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -4555405.000000 Penalty: 1045.863770
	Iteration 57Q: 3 clusters Score -4555405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -4555403.000000 Penalty: 1045.863770
	Iteration 58Q: 3 clusters Score -4555403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -4555403.000000 Penalty: 1045.863770
	Iteration 59F: 3 clusters Score -4555403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -35904.468750 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -35904.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -35172.535156 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -35172.54 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -35359.925781 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -35359.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35425.554688 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -35425.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35475.539062 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -35475.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35531.800781 Penalty: 615.828247
	Iteration 4F: 3 clusters Score -35531.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35584.781250 Penalty: 615.828247
	Iteration 5F: 3 clusters Score -35584.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35632.261719 Penalty: 615.828247
	Iteration 6F: 3 clusters Score -35632.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -35668.550781 Penalty: 615.828247
	Iteration 7F: 3 clusters Score -35668.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -35691.871094 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -35691.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -35716.101562 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -35716.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -35729.464844 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -35729.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -35734.101562 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -35734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35741.652344 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -35741.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -35751.324219 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -35751.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -35758.695312 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -35758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35761.074219 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -35761.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -35765.910156 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -35765.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -35766.468750 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -35766.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -35766.468750 Penalty: 615.828247
	Iteration 18F: 3 clusters Score -35766.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -338426.062500 Penalty: 402.226654
	Iteration 0F: 2 clusters Score -338426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -333788.687500 Penalty: 804.453308
	Iteration 0F: 3 clusters Score -333788.7 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -335735.437500 Penalty: 804.453308
	Iteration 1F: 3 clusters Score -335735.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -336083.875000 Penalty: 804.453308
	Iteration 2F: 3 clusters Score -336083.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -336527.218750 Penalty: 804.453308
	Iteration 3F: 3 clusters Score -336527.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -337000.937500 Penalty: 804.453308
	Iteration 4F: 3 clusters Score -337000.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -337420.218750 Penalty: 804.453308
	Iteration 5F: 3 clusters Score -337420.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -337701.062500 Penalty: 804.453308
	Iteration 6F: 3 clusters Score -337701.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -337829.750000 Penalty: 804.453308
	Iteration 7Q: 3 clusters Score -337829.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -337903.812500 Penalty: 804.453308
	Iteration 8Q: 3 clusters Score -337903.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -337958.843750 Penalty: 804.453308
	Iteration 9Q: 3 clusters Score -337958.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -338000.125000 Penalty: 804.453308
	Iteration 10Q: 3 clusters Score -338000.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -338027.750000 Penalty: 804.453308
	Iteration 11Q: 3 clusters Score -338027.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -338057.625000 Penalty: 804.453308
	Iteration 12Q: 3 clusters Score -338057.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -338082.843750 Penalty: 804.453308
	Iteration 13Q: 3 clusters Score -338082.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -338099.406250 Penalty: 804.453308
	Iteration 14Q: 3 clusters Score -338099.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -338111.500000 Penalty: 804.453308
	Iteration 15Q: 3 clusters Score -338111.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -338121.468750 Penalty: 804.453308
	Iteration 16Q: 3 clusters Score -338121.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -338135.187500 Penalty: 804.453308
	Iteration 17Q: 3 clusters Score -338135.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -338145.406250 Penalty: 804.453308
	Iteration 18Q: 3 clusters Score -338145.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -338156.593750 Penalty: 804.453308
	Iteration 19Q: 3 clusters Score -338156.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -338163.812500 Penalty: 804.453308
	Iteration 20F: 3 clusters Score -338163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -338168.031250 Penalty: 804.453308
	Iteration 21Q: 3 clusters Score -338168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -338170.468750 Penalty: 804.453308
	Iteration 22Q: 3 clusters Score -338170.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -338171.031250 Penalty: 804.453308
	Iteration 23Q: 3 clusters Score -338171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -338171.406250 Penalty: 804.453308
	Iteration 24Q: 3 clusters Score -338171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -338171.937500 Penalty: 804.453308
	Iteration 25Q: 3 clusters Score -338171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -338171.687500 Penalty: 804.453308
	Iteration 26Q: 3 clusters Score -338171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -338172.187500 Penalty: 804.453308
	Iteration 27Q: 3 clusters Score -338172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -338172.875000 Penalty: 804.453308
	Iteration 28Q: 3 clusters Score -338172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -338173.031250 Penalty: 804.453308
	Iteration 29Q: 3 clusters Score -338173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -338173.031250 Penalty: 804.453308
	Iteration 30F: 3 clusters Score -338173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101254 members 
Entering Unmasked Estep 
Score: -4755742.500000 Penalty: 524.405151
	Iteration 0F: 2 clusters Score -4755742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -4687932.500000 Penalty: 1048.810303
	Iteration 0F: 3 clusters Score -4687932 nChanged 49446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -4717787.500000 Penalty: 1048.810303
	Iteration 1F: 3 clusters Score -4717788 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -4718396.500000 Penalty: 1048.810303
	Iteration 2Q: 3 clusters Score -4718396 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -4719098.500000 Penalty: 1048.810303
	Iteration 3Q: 3 clusters Score -4719098 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4719889 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4720764 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -4721714.500000 Penalty: 1048.810303
	Iteration 6Q: 3 clusters Score -4721714 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4722814 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4724311 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -4726421.500000 Penalty: 1048.810303
	Iteration 9Q: 3 clusters Score -4726422 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4729568 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -4733479 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -4736890 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4738467 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4739126 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4739531 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4739971 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4740382 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4740888 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4741404 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -4742013.500000 Penalty: 1048.810303
	Iteration 20F: 3 clusters Score -4742014 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -4742691.000000 Penalty: 1048.810303
	Iteration 21Q: 3 clusters Score -4742691 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -4743416.500000 Penalty: 1048.810303
	Iteration 22Q: 3 clusters Score -4743416 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4744245 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4745115 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -4746059.500000 Penalty: 1048.810303
	Iteration 25Q: 3 clusters Score -4746060 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4747068 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4748083 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4749026 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4749926 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4750749 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4751463 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4752082 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4752552 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 96388 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4753001 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -4753379.500000 Penalty: 1048.810303
	Iteration 35Q: 3 clusters Score -4753380 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4753704 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4753972 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4754191 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4754364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -4754514.500000 Penalty: 1048.810303
	Iteration 40F: 3 clusters Score -4754514 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -4754635.500000 Penalty: 1048.810303
	Iteration 41Q: 3 clusters Score -4754636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4754730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4754830 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4754886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4754916 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4754953 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4754999 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -4755033.500000 Penalty: 1048.810303
	Iteration 48Q: 3 clusters Score -4755034 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4755055 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4755084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4755098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -4755102.500000 Penalty: 1048.810303
	Iteration 52Q: 3 clusters Score -4755102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -4755104.000000 Penalty: 1048.810303
	Iteration 53Q: 3 clusters Score -4755104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -4755107.500000 Penalty: 1048.810303
	Iteration 54Q: 3 clusters Score -4755108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4755116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -4755125.500000 Penalty: 1048.810303
	Iteration 56Q: 3 clusters Score -4755126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -4755133.000000 Penalty: 1048.810303
	Iteration 57Q: 3 clusters Score -4755133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -4755143.000000 Penalty: 1048.810303
	Iteration 58Q: 3 clusters Score -4755143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -4755164.500000 Penalty: 1048.810303
	Iteration 59Q: 3 clusters Score -4755164 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -4755174.000000 Penalty: 1048.810303
	Iteration 60F: 3 clusters Score -4755174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -4755183.500000 Penalty: 1048.810303
	Iteration 61Q: 3 clusters Score -4755184 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -4755205.000000 Penalty: 1048.810303
	Iteration 62Q: 3 clusters Score -4755205 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -4755220.500000 Penalty: 1048.810303
	Iteration 63Q: 3 clusters Score -4755220 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -4755231.500000 Penalty: 1048.810303
	Iteration 64Q: 3 clusters Score -4755232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -4755246.500000 Penalty: 1048.810303
	Iteration 65Q: 3 clusters Score -4755246 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -4755256.500000 Penalty: 1048.810303
	Iteration 66Q: 3 clusters Score -4755256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4755264 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -4755269.500000 Penalty: 1048.810303
	Iteration 68Q: 3 clusters Score -4755270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -4755276.500000 Penalty: 1048.810303
	Iteration 69Q: 3 clusters Score -4755276 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4755280 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -4755285.500000 Penalty: 1048.810303
	Iteration 71Q: 3 clusters Score -4755286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 100946 members 
Entering Unmasked Estep 
Score: -4755289.000000 Penalty: 1048.810303
	Iteration 72Q: 3 clusters Score -4755289 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4755291 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4755297 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4755296 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 100982 members 
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	Iteration 76Q: 3 clusters Score -4755297 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 100985 members 
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	Iteration 77Q: 3 clusters Score -4755296 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4755299 nChanged 6
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Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4755306 nChanged 5
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Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 100998 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4755310 nChanged 3
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Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4755310 nChanged 6
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Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4755316 nChanged 3
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Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4755316 nChanged 1
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4755314 nChanged 2
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Mstep: Class 1 contains 243 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4755316 nChanged 1
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4755313 nChanged 2
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4755320 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4755316 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4755319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4755321 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4755322 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4755322 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4755322 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4755322 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4755325.500000 Penalty: 1048.810303
	Iteration 95Q: 3 clusters Score -4755326 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4755325 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4755322.000000 Penalty: 1048.810303
	Iteration 97Q: 3 clusters Score -4755322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -4755323.500000 Penalty: 1048.810303
	Iteration 98Q: 3 clusters Score -4755324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -4755325.000000 Penalty: 1048.810303
	Iteration 99Q: 3 clusters Score -4755325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -4755324.000000 Penalty: 1048.810303
	Iteration 100F: 3 clusters Score -4755324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -4755325.500000 Penalty: 1048.810303
	Iteration 101Q: 3 clusters Score -4755326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101033 members 
Entering Unmasked Estep 
Score: -4755325.500000 Penalty: 1048.810303
	Iteration 102F: 3 clusters Score -4755326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -192249.312500 Penalty: 382.189087
	Iteration 0F: 2 clusters Score -192249.3 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 2189 members 
Entering Unmasked Estep 
Score: -189197.093750 Penalty: 764.378174
	Iteration 0F: 3 clusters Score -189197.1 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -190279.187500 Penalty: 764.378174
	Iteration 1F: 3 clusters Score -190279.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -190365.359375 Penalty: 764.378174
	Iteration 2Q: 3 clusters Score -190365.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -190476.109375 Penalty: 764.378174
	Iteration 3Q: 3 clusters Score -190476.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -190593.156250 Penalty: 764.378174
	Iteration 4F: 3 clusters Score -190593.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -190731.093750 Penalty: 764.378174
	Iteration 5F: 3 clusters Score -190731.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190919.375000 Penalty: 764.378174
	Iteration 6F: 3 clusters Score -190919.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -191174.875000 Penalty: 764.378174
	Iteration 7F: 3 clusters Score -191174.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -191446.281250 Penalty: 764.378174
	Iteration 8F: 3 clusters Score -191446.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -191635.359375 Penalty: 764.378174
	Iteration 9Q: 3 clusters Score -191635.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -191741.359375 Penalty: 764.378174
	Iteration 10Q: 3 clusters Score -191741.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -191805.937500 Penalty: 764.378174
	Iteration 11Q: 3 clusters Score -191805.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -191870.578125 Penalty: 764.378174
	Iteration 12Q: 3 clusters Score -191870.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -191911.421875 Penalty: 764.378174
	Iteration 13Q: 3 clusters Score -191911.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -191933.687500 Penalty: 764.378174
	Iteration 14Q: 3 clusters Score -191933.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -191943.937500 Penalty: 764.378174
	Iteration 15Q: 3 clusters Score -191943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -191949.734375 Penalty: 764.378174
	Iteration 16Q: 3 clusters Score -191949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -191954.843750 Penalty: 764.378174
	Iteration 17Q: 3 clusters Score -191954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -191958.015625 Penalty: 764.378174
	Iteration 18Q: 3 clusters Score -191958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -191959.906250 Penalty: 764.378174
	Iteration 19Q: 3 clusters Score -191959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -191962.640625 Penalty: 764.378174
	Iteration 20F: 3 clusters Score -191962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -191964.781250 Penalty: 764.378174
	Iteration 21Q: 3 clusters Score -191964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -191965.906250 Penalty: 764.378174
	Iteration 22Q: 3 clusters Score -191965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -191966.562500 Penalty: 764.378174
	Iteration 23Q: 3 clusters Score -191966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -191967.125000 Penalty: 764.378174
	Iteration 24Q: 3 clusters Score -191967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -191967.125000 Penalty: 764.378174
	Iteration 25F: 3 clusters Score -191967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9223.688477 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9223.688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9316.609375 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9316.609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9332.328125 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9332.328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9345.855469 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9345.855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9354.535156 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9354.535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9361.887695 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9361.888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9366.809570 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9366.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9373.234375 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9373.234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9382.303711 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9382.304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9385.400391 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9388.178711 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9388.179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9392.825195 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9392.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9394.050781 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -9394.051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9394.050781 Penalty: 496.822296
	Iteration 13F: 3 clusters Score -9394.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -140060.578125 Penalty: 361.651520
	Iteration 0F: 2 clusters Score -140060.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -138141.281250 Penalty: 723.303040
	Iteration 0F: 3 clusters Score -138141.3 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -138839.531250 Penalty: 723.303040
	Iteration 1F: 3 clusters Score -138839.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -138939.859375 Penalty: 723.303040
	Iteration 2F: 3 clusters Score -138939.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -139049.875000 Penalty: 723.303040
	Iteration 3F: 3 clusters Score -139049.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -139174.500000 Penalty: 723.303040
	Iteration 4F: 3 clusters Score -139174.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139287.750000 Penalty: 723.303040
	Iteration 5Q: 3 clusters Score -139287.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139369.625000 Penalty: 723.303040
	Iteration 6Q: 3 clusters Score -139369.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139441.671875 Penalty: 723.303040
	Iteration 7Q: 3 clusters Score -139441.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139514.250000 Penalty: 723.303040
	Iteration 8Q: 3 clusters Score -139514.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -139566.687500 Penalty: 723.303040
	Iteration 9Q: 3 clusters Score -139566.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -139601.703125 Penalty: 723.303040
	Iteration 10Q: 3 clusters Score -139601.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -139642.062500 Penalty: 723.303040
	Iteration 11Q: 3 clusters Score -139642.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -139663.640625 Penalty: 723.303040
	Iteration 12Q: 3 clusters Score -139663.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -139682.937500 Penalty: 723.303040
	Iteration 13Q: 3 clusters Score -139682.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -139699.687500 Penalty: 723.303040
	Iteration 14Q: 3 clusters Score -139699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -139711.531250 Penalty: 723.303040
	Iteration 15Q: 3 clusters Score -139711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -139722.453125 Penalty: 723.303040
	Iteration 16Q: 3 clusters Score -139722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -139736.078125 Penalty: 723.303040
	Iteration 17Q: 3 clusters Score -139736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -139744.828125 Penalty: 723.303040
	Iteration 18Q: 3 clusters Score -139744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -139749.234375 Penalty: 723.303040
	Iteration 19Q: 3 clusters Score -139749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -139750.296875 Penalty: 723.303040
	Iteration 20F: 3 clusters Score -139750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -139750.703125 Penalty: 723.303040
	Iteration 21Q: 3 clusters Score -139750.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -139750.703125 Penalty: 723.303040
	Iteration 22F: 3 clusters Score -139750.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28577.625000 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28577.62 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28820.857422 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28820.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28893.937500 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28893.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28969.062500 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28969.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29059.699219 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29059.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29121.269531 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -29121.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -29147.136719 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29147.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29175.943359 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29175.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29213.880859 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29213.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -29233.970703 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29233.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -29240.802734 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -29243.449219 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29243.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -29246.740234 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29246.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -29246.740234 Penalty: 598.711853
	Iteration 13F: 3 clusters Score -29246.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 98028 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 101254 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33415 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 154676 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25195 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 44 members 
Entering Unmasked Estep 
Score: -23233894.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23234176.000000 to -23233894.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -32649.552734 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32649.55 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32846.617188 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32846.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -32926.171875 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32926.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -32965.464844 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -32965.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -32990.074219 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -32990.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33006.128906 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33006.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -33027.960938 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33027.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -33050.511719 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33050.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33088.589844 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33088.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -33126.785156 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33126.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -33150.664062 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33150.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33159.523438 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33159.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -33167.277344 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33167.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -33173.488281 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33173.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33184.347656 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33184.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33195.324219 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33195.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -33203.246094 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33203.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -33207.570312 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33207.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33215.062500 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -33215.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -33222.394531 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -33222.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33224.046875 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -33224.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -33227.777344 Penalty: 608.413391
	Iteration 21Q: 3 clusters Score -33227.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33230.867188 Penalty: 608.413391
	Iteration 22Q: 3 clusters Score -33230.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -33238.195312 Penalty: 608.413391
	Iteration 23Q: 3 clusters Score -33238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33249.304688 Penalty: 608.413391
	Iteration 24Q: 3 clusters Score -33249.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33254.070312 Penalty: 608.413391
	Iteration 25Q: 3 clusters Score -33254.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33254.457031 Penalty: 608.413391
	Iteration 26Q: 3 clusters Score -33254.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33254.566406 Penalty: 608.413391
	Iteration 27Q: 3 clusters Score -33254.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33254.566406 Penalty: 608.413391
	Iteration 28F: 3 clusters Score -33254.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Entering Unmasked Estep 
Score: -1472371.250000 Penalty: 473.962585
	Iteration 0F: 2 clusters Score -1472371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1450080.250000 Penalty: 947.925171
	Iteration 0F: 3 clusters Score -1450080 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1459939.625000 Penalty: 947.925171
	Iteration 1F: 3 clusters Score -1459940 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -1460991.875000 Penalty: 947.925171
	Iteration 2F: 3 clusters Score -1460992 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -1462769.875000 Penalty: 947.925171
	Iteration 3F: 3 clusters Score -1462770 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1465389.125000 Penalty: 947.925171
	Iteration 4F: 3 clusters Score -1465389 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -1468267.125000 Penalty: 947.925171
	Iteration 5F: 3 clusters Score -1468267 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -1470404.625000 Penalty: 947.925171
	Iteration 6F: 3 clusters Score -1470405 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -1471480.625000 Penalty: 947.925171
	Iteration 7Q: 3 clusters Score -1471481 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -1471902.125000 Penalty: 947.925171
	Iteration 8Q: 3 clusters Score -1471902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -1472023.125000 Penalty: 947.925171
	Iteration 9Q: 3 clusters Score -1472023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -1472048.750000 Penalty: 947.925171
	Iteration 10Q: 3 clusters Score -1472049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -1472062.375000 Penalty: 947.925171
	Iteration 11Q: 3 clusters Score -1472062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -1472072.000000 Penalty: 947.925171
	Iteration 12Q: 3 clusters Score -1472072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -1472075.875000 Penalty: 947.925171
	Iteration 13Q: 3 clusters Score -1472076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -1472081.375000 Penalty: 947.925171
	Iteration 14Q: 3 clusters Score -1472081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1472083.750000 Penalty: 947.925171
	Iteration 15Q: 3 clusters Score -1472084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1472087.500000 Penalty: 947.925171
	Iteration 16Q: 3 clusters Score -1472088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1472087.500000 Penalty: 947.925171
	Iteration 17F: 3 clusters Score -1472088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -89597.710938 Penalty: 347.865601
	Iteration 0F: 2 clusters Score -89597.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -88098.882812 Penalty: 695.731201
	Iteration 0F: 3 clusters Score -88098.88 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -88663.578125 Penalty: 695.731201
	Iteration 1F: 3 clusters Score -88663.58 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -88787.109375 Penalty: 695.731201
	Iteration 2F: 3 clusters Score -88787.11 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -88888.304688 Penalty: 695.731201
	Iteration 3F: 3 clusters Score -88888.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -88960.976562 Penalty: 695.731201
	Iteration 4F: 3 clusters Score -88960.98 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -89035.203125 Penalty: 695.731201
	Iteration 5Q: 3 clusters Score -89035.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -89128.390625 Penalty: 695.731201
	Iteration 6Q: 3 clusters Score -89128.39 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -89208.968750 Penalty: 695.731201
	Iteration 7Q: 3 clusters Score -89208.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -89268.335938 Penalty: 695.731201
	Iteration 8Q: 3 clusters Score -89268.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -89305.664062 Penalty: 695.731201
	Iteration 9Q: 3 clusters Score -89305.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -89329.117188 Penalty: 695.731201
	Iteration 10Q: 3 clusters Score -89329.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -89339.296875 Penalty: 695.731201
	Iteration 11Q: 3 clusters Score -89339.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -89345.085938 Penalty: 695.731201
	Iteration 12Q: 3 clusters Score -89345.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -89347.390625 Penalty: 695.731201
	Iteration 13Q: 3 clusters Score -89347.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -89348.234375 Penalty: 695.731201
	Iteration 14Q: 3 clusters Score -89348.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -89348.757812 Penalty: 695.731201
	Iteration 15Q: 3 clusters Score -89348.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -89349.195312 Penalty: 695.731201
	Iteration 16Q: 3 clusters Score -89349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -89350.187500 Penalty: 695.731201
	Iteration 17Q: 3 clusters Score -89350.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -89351.007812 Penalty: 695.731201
	Iteration 18Q: 3 clusters Score -89351.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -89351.843750 Penalty: 695.731201
	Iteration 19Q: 3 clusters Score -89351.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -89352.851562 Penalty: 695.731201
	Iteration 20F: 3 clusters Score -89352.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -89353.835938 Penalty: 695.731201
	Iteration 21Q: 3 clusters Score -89353.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -89353.976562 Penalty: 695.731201
	Iteration 22Q: 3 clusters Score -89353.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -89354.179688 Penalty: 695.731201
	Iteration 23Q: 3 clusters Score -89354.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -89355.617188 Penalty: 695.731201
	Iteration 24Q: 3 clusters Score -89355.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -89358.476562 Penalty: 695.731201
	Iteration 25Q: 3 clusters Score -89358.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -89360.875000 Penalty: 695.731201
	Iteration 26Q: 3 clusters Score -89360.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -89363.273438 Penalty: 695.731201
	Iteration 27Q: 3 clusters Score -89363.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -89364.640625 Penalty: 695.731201
	Iteration 28Q: 3 clusters Score -89364.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -89365.796875 Penalty: 695.731201
	Iteration 29Q: 3 clusters Score -89365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -89366.945312 Penalty: 695.731201
	Iteration 30Q: 3 clusters Score -89366.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -89367.281250 Penalty: 695.731201
	Iteration 31Q: 3 clusters Score -89367.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -89367.476562 Penalty: 695.731201
	Iteration 32Q: 3 clusters Score -89367.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -89368.265625 Penalty: 695.731201
	Iteration 33Q: 3 clusters Score -89368.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -89368.390625 Penalty: 695.731201
	Iteration 34Q: 3 clusters Score -89368.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -89368.453125 Penalty: 695.731201
	Iteration 35Q: 3 clusters Score -89368.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -89368.742188 Penalty: 695.731201
	Iteration 36Q: 3 clusters Score -89368.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -89368.742188 Penalty: 695.731201
	Iteration 37F: 3 clusters Score -89368.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Entering Unmasked Estep 
Score: -7151751.500000 Penalty: 543.683533
	Iteration 0F: 2 clusters Score -7151752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -7048922.500000 Penalty: 1087.367065
	Iteration 0F: 3 clusters Score -7048922 nChanged 76032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 98098 members 
Entering Unmasked Estep 
Score: -7101964.500000 Penalty: 1087.367065
	Iteration 1F: 3 clusters Score -7101964 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -7109672.500000 Penalty: 1087.367065
	Iteration 2F: 3 clusters Score -7109672 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -7121153.000000 Penalty: 1087.367065
	Iteration 3F: 3 clusters Score -7121153 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -7133659.000000 Penalty: 1087.367065
	Iteration 4F: 3 clusters Score -7133659 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 141449 members 
Entering Unmasked Estep 
Score: -7142935.000000 Penalty: 1087.367065
	Iteration 5F: 3 clusters Score -7142935 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -7147739.000000 Penalty: 1087.367065
	Iteration 6Q: 3 clusters Score -7147739 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -7149885.500000 Penalty: 1087.367065
	Iteration 7Q: 3 clusters Score -7149886 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 151246 members 
Entering Unmasked Estep 
Score: -7150841.000000 Penalty: 1087.367065
	Iteration 8Q: 3 clusters Score -7150841 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -7151253.000000 Penalty: 1087.367065
	Iteration 9Q: 3 clusters Score -7151253 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -7151474.500000 Penalty: 1087.367065
	Iteration 10Q: 3 clusters Score -7151474 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -7151561.500000 Penalty: 1087.367065
	Iteration 11Q: 3 clusters Score -7151562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -7151579.000000 Penalty: 1087.367065
	Iteration 12Q: 3 clusters Score -7151579 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -7151538.500000 Penalty: 1087.367065
	Iteration 13Q: 3 clusters Score -7151538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -7151524.000000 Penalty: 1087.367065
	Iteration 14Q: 3 clusters Score -7151524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 154209 members 
Entering Unmasked Estep 
Score: -7151523.500000 Penalty: 1087.367065
	Iteration 15Q: 3 clusters Score -7151524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -7151524.500000 Penalty: 1087.367065
	Iteration 16Q: 3 clusters Score -7151524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154322 members 
Entering Unmasked Estep 
Score: -7151540.500000 Penalty: 1087.367065
	Iteration 17Q: 3 clusters Score -7151540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -7151539.000000 Penalty: 1087.367065
	Iteration 18Q: 3 clusters Score -7151539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -7151535.500000 Penalty: 1087.367065
	Iteration 19Q: 3 clusters Score -7151536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -7151533.000000 Penalty: 1087.367065
	Iteration 20F: 3 clusters Score -7151533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -7151529.000000 Penalty: 1087.367065
	Iteration 21Q: 3 clusters Score -7151529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -7151527.500000 Penalty: 1087.367065
	Iteration 22Q: 3 clusters Score -7151528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -7151527.500000 Penalty: 1087.367065
	Iteration 23Q: 3 clusters Score -7151528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -7151522.000000 Penalty: 1087.367065
	Iteration 24Q: 3 clusters Score -7151522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -7151519.000000 Penalty: 1087.367065
	Iteration 25Q: 3 clusters Score -7151519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154424 members 
Entering Unmasked Estep 
Score: -7151519.000000 Penalty: 1087.367065
	Iteration 26Q: 3 clusters Score -7151519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -7151523.000000 Penalty: 1087.367065
	Iteration 27Q: 3 clusters Score -7151523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -7151522.000000 Penalty: 1087.367065
	Iteration 28Q: 3 clusters Score -7151522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -7151519.000000 Penalty: 1087.367065
	Iteration 29Q: 3 clusters Score -7151519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154428 members 
Entering Unmasked Estep 
Score: -7151519.000000 Penalty: 1087.367065
	Iteration 30F: 3 clusters Score -7151519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16051.691406 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16051.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15651.344727 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15651.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15739.212891 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15739.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15764.074219 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15764.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15775.707031 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15775.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15785.057617 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15785.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15799.296875 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15799.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15806.074219 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15806.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15809.707031 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15809.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15812.905273 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15812.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15818.423828 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15818.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15823.075195 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15823.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15825.433594 Penalty: 538.619324
	Iteration 11Q: 3 clusters Score -15825.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15826.820312 Penalty: 538.619324
	Iteration 12Q: 3 clusters Score -15826.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15828.420898 Penalty: 538.619324
	Iteration 13Q: 3 clusters Score -15828.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15832.098633 Penalty: 538.619324
	Iteration 14Q: 3 clusters Score -15832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15833.762695 Penalty: 538.619324
	Iteration 15Q: 3 clusters Score -15833.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15834.212891 Penalty: 538.619324
	Iteration 16Q: 3 clusters Score -15834.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15835.161133 Penalty: 538.619324
	Iteration 17Q: 3 clusters Score -15835.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15835.575195 Penalty: 538.619324
	Iteration 18Q: 3 clusters Score -15835.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15835.575195 Penalty: 538.619324
	Iteration 19F: 3 clusters Score -15835.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8902.927734 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8902.928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8950.402344 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8950.402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8962.355469 Penalty: 485.715973
	Iteration 2Q: 3 clusters Score -8962.355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8975.380859 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8975.381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8983.716797 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8983.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8984.217773 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8984.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8985.565430 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8985.565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8986.106445 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -8986.106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8986.512695 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -8986.513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8986.512695 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -8986.513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -62144.937500 Penalty: 328.493713
	Iteration 0F: 2 clusters Score -62144.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -61105.550781 Penalty: 656.987427
	Iteration 0F: 3 clusters Score -61105.55 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61476.828125 Penalty: 656.987427
	Iteration 1F: 3 clusters Score -61476.83 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -61568.972656 Penalty: 656.987427
	Iteration 2F: 3 clusters Score -61568.97 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -61624.425781 Penalty: 656.987427
	Iteration 3F: 3 clusters Score -61624.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -61684.156250 Penalty: 656.987427
	Iteration 4Q: 3 clusters Score -61684.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -61742.640625 Penalty: 656.987427
	Iteration 5Q: 3 clusters Score -61742.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -61785.781250 Penalty: 656.987427
	Iteration 6Q: 3 clusters Score -61785.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -61826.046875 Penalty: 656.987427
	Iteration 7Q: 3 clusters Score -61826.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -61840.433594 Penalty: 656.987427
	Iteration 8Q: 3 clusters Score -61840.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -61853.039062 Penalty: 656.987427
	Iteration 9Q: 3 clusters Score -61853.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -61859.464844 Penalty: 656.987427
	Iteration 10Q: 3 clusters Score -61859.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -61864.128906 Penalty: 656.987427
	Iteration 11Q: 3 clusters Score -61864.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -61865.523438 Penalty: 656.987427
	Iteration 12Q: 3 clusters Score -61865.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -61866.097656 Penalty: 656.987427
	Iteration 13Q: 3 clusters Score -61866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -61867.589844 Penalty: 656.987427
	Iteration 14Q: 3 clusters Score -61867.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -61867.589844 Penalty: 656.987427
	Iteration 15F: 3 clusters Score -61867.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -109641.031250 Penalty: 352.397614
	Iteration 0F: 2 clusters Score -109641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -107999.320312 Penalty: 704.795227
	Iteration 0F: 3 clusters Score -107999.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -108648.359375 Penalty: 704.795227
	Iteration 1F: 3 clusters Score -108648.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -108750.164062 Penalty: 704.795227
	Iteration 2F: 3 clusters Score -108750.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -108812.937500 Penalty: 704.795227
	Iteration 3F: 3 clusters Score -108812.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -108874.726562 Penalty: 704.795227
	Iteration 4Q: 3 clusters Score -108874.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -108932.343750 Penalty: 704.795227
	Iteration 5Q: 3 clusters Score -108932.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -108992.406250 Penalty: 704.795227
	Iteration 6Q: 3 clusters Score -108992.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -109067.101562 Penalty: 704.795227
	Iteration 7Q: 3 clusters Score -109067.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -109124.617188 Penalty: 704.795227
	Iteration 8Q: 3 clusters Score -109124.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -109177.718750 Penalty: 704.795227
	Iteration 9Q: 3 clusters Score -109177.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -109226.703125 Penalty: 704.795227
	Iteration 10Q: 3 clusters Score -109226.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -109257.468750 Penalty: 704.795227
	Iteration 11Q: 3 clusters Score -109257.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -109274.382812 Penalty: 704.795227
	Iteration 12Q: 3 clusters Score -109274.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -109291.507812 Penalty: 704.795227
	Iteration 13Q: 3 clusters Score -109291.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -109298.132812 Penalty: 704.795227
	Iteration 14Q: 3 clusters Score -109298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -109302.945312 Penalty: 704.795227
	Iteration 15Q: 3 clusters Score -109302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -109306.343750 Penalty: 704.795227
	Iteration 16Q: 3 clusters Score -109306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -109311.242188 Penalty: 704.795227
	Iteration 17Q: 3 clusters Score -109311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -109316.195312 Penalty: 704.795227
	Iteration 18Q: 3 clusters Score -109316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -109320.375000 Penalty: 704.795227
	Iteration 19Q: 3 clusters Score -109320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -109325.695312 Penalty: 704.795227
	Iteration 20F: 3 clusters Score -109325.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -109331.843750 Penalty: 704.795227
	Iteration 21Q: 3 clusters Score -109331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -109334.359375 Penalty: 704.795227
	Iteration 22Q: 3 clusters Score -109334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -109336.132812 Penalty: 704.795227
	Iteration 23Q: 3 clusters Score -109336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -109339.367188 Penalty: 704.795227
	Iteration 24Q: 3 clusters Score -109339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -109343.359375 Penalty: 704.795227
	Iteration 25Q: 3 clusters Score -109343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -109347.109375 Penalty: 704.795227
	Iteration 26Q: 3 clusters Score -109347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -109349.179688 Penalty: 704.795227
	Iteration 27Q: 3 clusters Score -109349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -109350.875000 Penalty: 704.795227
	Iteration 28Q: 3 clusters Score -109350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -109353.046875 Penalty: 704.795227
	Iteration 29Q: 3 clusters Score -109353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -109357.804688 Penalty: 704.795227
	Iteration 30Q: 3 clusters Score -109357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -109359.359375 Penalty: 704.795227
	Iteration 31Q: 3 clusters Score -109359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -109360.468750 Penalty: 704.795227
	Iteration 32Q: 3 clusters Score -109360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -109361.328125 Penalty: 704.795227
	Iteration 33Q: 3 clusters Score -109361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -109361.796875 Penalty: 704.795227
	Iteration 34Q: 3 clusters Score -109361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -109363.078125 Penalty: 704.795227
	Iteration 35Q: 3 clusters Score -109363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -109363.585938 Penalty: 704.795227
	Iteration 36Q: 3 clusters Score -109363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -109364.273438 Penalty: 704.795227
	Iteration 37Q: 3 clusters Score -109364.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -109364.273438 Penalty: 704.795227
	Iteration 38F: 3 clusters Score -109364.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -188980.640625 Penalty: 379.010406
	Iteration 0F: 2 clusters Score -188980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -186169.375000 Penalty: 758.020813
	Iteration 0F: 3 clusters Score -186169.4 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -187187.921875 Penalty: 758.020813
	Iteration 1F: 3 clusters Score -187187.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -187394.453125 Penalty: 758.020813
	Iteration 2F: 3 clusters Score -187394.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -187648.484375 Penalty: 758.020813
	Iteration 3F: 3 clusters Score -187648.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -187886.359375 Penalty: 758.020813
	Iteration 4F: 3 clusters Score -187886.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -188112.015625 Penalty: 758.020813
	Iteration 5F: 3 clusters Score -188112 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -188235.312500 Penalty: 758.020813
	Iteration 6Q: 3 clusters Score -188235.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -188316.484375 Penalty: 758.020813
	Iteration 7Q: 3 clusters Score -188316.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -188376.421875 Penalty: 758.020813
	Iteration 8Q: 3 clusters Score -188376.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -188409.609375 Penalty: 758.020813
	Iteration 9Q: 3 clusters Score -188409.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -188439.000000 Penalty: 758.020813
	Iteration 10Q: 3 clusters Score -188439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -188466.812500 Penalty: 758.020813
	Iteration 11Q: 3 clusters Score -188466.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -188495.984375 Penalty: 758.020813
	Iteration 12Q: 3 clusters Score -188496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -188513.703125 Penalty: 758.020813
	Iteration 13Q: 3 clusters Score -188513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -188524.859375 Penalty: 758.020813
	Iteration 14Q: 3 clusters Score -188524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -188537.390625 Penalty: 758.020813
	Iteration 15Q: 3 clusters Score -188537.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -188556.421875 Penalty: 758.020813
	Iteration 16Q: 3 clusters Score -188556.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -188573.281250 Penalty: 758.020813
	Iteration 17Q: 3 clusters Score -188573.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -188584.046875 Penalty: 758.020813
	Iteration 18Q: 3 clusters Score -188584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -188590.843750 Penalty: 758.020813
	Iteration 19Q: 3 clusters Score -188590.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -188595.187500 Penalty: 758.020813
	Iteration 20F: 3 clusters Score -188595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -188597.218750 Penalty: 758.020813
	Iteration 21Q: 3 clusters Score -188597.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -188598.859375 Penalty: 758.020813
	Iteration 22Q: 3 clusters Score -188598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -188601.125000 Penalty: 758.020813
	Iteration 23Q: 3 clusters Score -188601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -188603.703125 Penalty: 758.020813
	Iteration 24Q: 3 clusters Score -188603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -188606.921875 Penalty: 758.020813
	Iteration 25Q: 3 clusters Score -188606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -188610.765625 Penalty: 758.020813
	Iteration 26Q: 3 clusters Score -188610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -188613.656250 Penalty: 758.020813
	Iteration 27Q: 3 clusters Score -188613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -188615.093750 Penalty: 758.020813
	Iteration 28Q: 3 clusters Score -188615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -188617.156250 Penalty: 758.020813
	Iteration 29Q: 3 clusters Score -188617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -188620.375000 Penalty: 758.020813
	Iteration 30Q: 3 clusters Score -188620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -188623.390625 Penalty: 758.020813
	Iteration 31Q: 3 clusters Score -188623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -188625.750000 Penalty: 758.020813
	Iteration 32Q: 3 clusters Score -188625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -188628.968750 Penalty: 758.020813
	Iteration 33Q: 3 clusters Score -188629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -188631.500000 Penalty: 758.020813
	Iteration 34Q: 3 clusters Score -188631.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -188633.625000 Penalty: 758.020813
	Iteration 35Q: 3 clusters Score -188633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -188636.765625 Penalty: 758.020813
	Iteration 36Q: 3 clusters Score -188636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -188639.968750 Penalty: 758.020813
	Iteration 37Q: 3 clusters Score -188640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -188642.281250 Penalty: 758.020813
	Iteration 38Q: 3 clusters Score -188642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -188644.281250 Penalty: 758.020813
	Iteration 39Q: 3 clusters Score -188644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -188644.234375 Penalty: 758.020813
	Iteration 40F: 3 clusters Score -188644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Entering Unmasked Estep 
Score: -3587929.250000 Penalty: 510.694550
	Iteration 0F: 2 clusters Score -3587929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -3537178.250000 Penalty: 1021.389099
	Iteration 0F: 3 clusters Score -3537178 nChanged 36598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -3559019.250000 Penalty: 1021.389099
	Iteration 1F: 3 clusters Score -3559019 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -3560493.500000 Penalty: 1021.389099
	Iteration 2Q: 3 clusters Score -3560494 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -3562608.500000 Penalty: 1021.389099
	Iteration 3F: 3 clusters Score -3562608 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -3565704.500000 Penalty: 1021.389099
	Iteration 4F: 3 clusters Score -3565704 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -3569730.750000 Penalty: 1021.389099
	Iteration 5F: 3 clusters Score -3569731 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -3574152.000000 Penalty: 1021.389099
	Iteration 6F: 3 clusters Score -3574152 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -3577362.500000 Penalty: 1021.389099
	Iteration 7F: 3 clusters Score -3577362 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -3579088.000000 Penalty: 1021.389099
	Iteration 8Q: 3 clusters Score -3579088 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -3580116.500000 Penalty: 1021.389099
	Iteration 9Q: 3 clusters Score -3580116 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -3580988.500000 Penalty: 1021.389099
	Iteration 10Q: 3 clusters Score -3580988 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -3581846.000000 Penalty: 1021.389099
	Iteration 11Q: 3 clusters Score -3581846 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -3582670.500000 Penalty: 1021.389099
	Iteration 12Q: 3 clusters Score -3582670 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -3583459.500000 Penalty: 1021.389099
	Iteration 13Q: 3 clusters Score -3583460 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 68766 members 
Entering Unmasked Estep 
Score: -3584201.500000 Penalty: 1021.389099
	Iteration 14Q: 3 clusters Score -3584202 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -3584855.500000 Penalty: 1021.389099
	Iteration 15Q: 3 clusters Score -3584856 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -3585462.750000 Penalty: 1021.389099
	Iteration 16Q: 3 clusters Score -3585463 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -3585975.000000 Penalty: 1021.389099
	Iteration 17Q: 3 clusters Score -3585975 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -3586364.250000 Penalty: 1021.389099
	Iteration 18Q: 3 clusters Score -3586364 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -3586667.750000 Penalty: 1021.389099
	Iteration 19Q: 3 clusters Score -3586668 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -3586899.000000 Penalty: 1021.389099
	Iteration 20F: 3 clusters Score -3586899 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -3587071.500000 Penalty: 1021.389099
	Iteration 21Q: 3 clusters Score -3587072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -3587181.250000 Penalty: 1021.389099
	Iteration 22Q: 3 clusters Score -3587181 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -3587252.750000 Penalty: 1021.389099
	Iteration 23Q: 3 clusters Score -3587253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -3587290.750000 Penalty: 1021.389099
	Iteration 24Q: 3 clusters Score -3587291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -3587325.000000 Penalty: 1021.389099
	Iteration 25Q: 3 clusters Score -3587325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -3587355.000000 Penalty: 1021.389099
	Iteration 26Q: 3 clusters Score -3587355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -3587385.500000 Penalty: 1021.389099
	Iteration 27Q: 3 clusters Score -3587386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -3587397.750000 Penalty: 1021.389099
	Iteration 28Q: 3 clusters Score -3587398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -3587422.750000 Penalty: 1021.389099
	Iteration 29Q: 3 clusters Score -3587423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -3587437.250000 Penalty: 1021.389099
	Iteration 30Q: 3 clusters Score -3587437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -3587454.750000 Penalty: 1021.389099
	Iteration 31Q: 3 clusters Score -3587455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -3587473.750000 Penalty: 1021.389099
	Iteration 32Q: 3 clusters Score -3587474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -3587488.250000 Penalty: 1021.389099
	Iteration 33Q: 3 clusters Score -3587488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -3587497.750000 Penalty: 1021.389099
	Iteration 34Q: 3 clusters Score -3587498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -3587506.000000 Penalty: 1021.389099
	Iteration 35Q: 3 clusters Score -3587506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -3587518.500000 Penalty: 1021.389099
	Iteration 36Q: 3 clusters Score -3587518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -3587527.000000 Penalty: 1021.389099
	Iteration 37Q: 3 clusters Score -3587527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -3587530.500000 Penalty: 1021.389099
	Iteration 38Q: 3 clusters Score -3587530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -3587533.500000 Penalty: 1021.389099
	Iteration 39Q: 3 clusters Score -3587534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -3587541.500000 Penalty: 1021.389099
	Iteration 40F: 3 clusters Score -3587542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -3587545.750000 Penalty: 1021.389099
	Iteration 41Q: 3 clusters Score -3587546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -3587550.500000 Penalty: 1021.389099
	Iteration 42Q: 3 clusters Score -3587550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -3587550.000000 Penalty: 1021.389099
	Iteration 43Q: 3 clusters Score -3587550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -3587557.500000 Penalty: 1021.389099
	Iteration 44Q: 3 clusters Score -3587558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -3587554.750000 Penalty: 1021.389099
	Iteration 45Q: 3 clusters Score -3587555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -3587557.000000 Penalty: 1021.389099
	Iteration 46Q: 3 clusters Score -3587557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -3587558.000000 Penalty: 1021.389099
	Iteration 47Q: 3 clusters Score -3587558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -3587555.000000 Penalty: 1021.389099
	Iteration 48Q: 3 clusters Score -3587555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 74552 members 
Entering Unmasked Estep 
Score: -3587560.250000 Penalty: 1021.389099
	Iteration 49Q: 3 clusters Score -3587560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -3587558.250000 Penalty: 1021.389099
	Iteration 50Q: 3 clusters Score -3587558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -3587559.250000 Penalty: 1021.389099
	Iteration 51Q: 3 clusters Score -3587559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -3587559.750000 Penalty: 1021.389099
	Iteration 52Q: 3 clusters Score -3587560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -3587563.500000 Penalty: 1021.389099
	Iteration 53Q: 3 clusters Score -3587564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -3587566.750000 Penalty: 1021.389099
	Iteration 54Q: 3 clusters Score -3587567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -3587564.750000 Penalty: 1021.389099
	Iteration 55Q: 3 clusters Score -3587565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -3587566.250000 Penalty: 1021.389099
	Iteration 56Q: 3 clusters Score -3587566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -3587566.750000 Penalty: 1021.389099
	Iteration 57Q: 3 clusters Score -3587567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -3587565.000000 Penalty: 1021.389099
	Iteration 58Q: 3 clusters Score -3587565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -3587567.000000 Penalty: 1021.389099
	Iteration 59Q: 3 clusters Score -3587567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -3587566.750000 Penalty: 1021.389099
	Iteration 60F: 3 clusters Score -3587567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -3587566.250000 Penalty: 1021.389099
	Iteration 61Q: 3 clusters Score -3587566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -3587568.250000 Penalty: 1021.389099
	Iteration 62Q: 3 clusters Score -3587568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -3587568.250000 Penalty: 1021.389099
	Iteration 63F: 3 clusters Score -3587568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -20299.541016 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -20299.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19842.458984 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -19842.46 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19945.267578 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -19945.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19961.349609 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -19961.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19968.974609 Penalty: 557.941589
	Iteration 3Q: 3 clusters Score -19968.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19974.960938 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -19974.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19978.347656 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -19978.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19980.039062 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -19980.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19982.142578 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -19982.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19983.320312 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -19983.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19984.146484 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -19984.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19985.193359 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -19985.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19986.765625 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -19986.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19988.201172 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -19988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19990.478516 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -19990.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20000.490234 Penalty: 557.941589
	Iteration 14Q: 3 clusters Score -20000.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20013.132812 Penalty: 557.941589
	Iteration 15Q: 3 clusters Score -20013.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20017.361328 Penalty: 557.941589
	Iteration 16Q: 3 clusters Score -20017.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20020.400391 Penalty: 557.941589
	Iteration 17Q: 3 clusters Score -20020.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20022.712891 Penalty: 557.941589
	Iteration 18Q: 3 clusters Score -20022.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20026.701172 Penalty: 557.941589
	Iteration 19Q: 3 clusters Score -20026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20029.359375 Penalty: 557.941589
	Iteration 20F: 3 clusters Score -20029.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20034.011719 Penalty: 557.941589
	Iteration 21Q: 3 clusters Score -20034.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20037.552734 Penalty: 557.941589
	Iteration 22Q: 3 clusters Score -20037.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20039.384766 Penalty: 557.941589
	Iteration 23Q: 3 clusters Score -20039.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20041.552734 Penalty: 557.941589
	Iteration 24Q: 3 clusters Score -20041.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20044.625000 Penalty: 557.941589
	Iteration 25Q: 3 clusters Score -20044.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20046.750000 Penalty: 557.941589
	Iteration 26Q: 3 clusters Score -20046.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20047.675781 Penalty: 557.941589
	Iteration 27Q: 3 clusters Score -20047.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20047.763672 Penalty: 557.941589
	Iteration 28Q: 3 clusters Score -20047.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20048.291016 Penalty: 557.941589
	Iteration 29Q: 3 clusters Score -20048.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20048.437500 Penalty: 557.941589
	Iteration 30Q: 3 clusters Score -20048.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20049.853516 Penalty: 557.941589
	Iteration 31Q: 3 clusters Score -20049.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20051.427734 Penalty: 557.941589
	Iteration 32Q: 3 clusters Score -20051.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -20053.156250 Penalty: 557.941589
	Iteration 33Q: 3 clusters Score -20053.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20053.396484 Penalty: 557.941589
	Iteration 34Q: 3 clusters Score -20053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20054.117188 Penalty: 557.941589
	Iteration 35Q: 3 clusters Score -20054.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20054.515625 Penalty: 557.941589
	Iteration 36Q: 3 clusters Score -20054.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20054.515625 Penalty: 557.941589
	Iteration 37F: 3 clusters Score -20054.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Entering Unmasked Estep 
Score: -1216392.750000 Penalty: 461.115265
	Iteration 0F: 2 clusters Score -1216393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1199540.375000 Penalty: 922.230530
	Iteration 0F: 3 clusters Score -1199540 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1206556.250000 Penalty: 922.230530
	Iteration 1F: 3 clusters Score -1206556 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1206969.375000 Penalty: 922.230530
	Iteration 2Q: 3 clusters Score -1206969 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1207604.125000 Penalty: 922.230530
	Iteration 3F: 3 clusters Score -1207604 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1208579.000000 Penalty: 922.230530
	Iteration 4F: 3 clusters Score -1208579 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1209912.625000 Penalty: 922.230530
	Iteration 5F: 3 clusters Score -1209913 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1211470.000000 Penalty: 922.230530
	Iteration 6F: 3 clusters Score -1211470 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1212625.000000 Penalty: 922.230530
	Iteration 7F: 3 clusters Score -1212625 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1213251.625000 Penalty: 922.230530
	Iteration 8Q: 3 clusters Score -1213252 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1213548.500000 Penalty: 922.230530
	Iteration 9Q: 3 clusters Score -1213548 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1213758.750000 Penalty: 922.230530
	Iteration 10Q: 3 clusters Score -1213759 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1213943.875000 Penalty: 922.230530
	Iteration 11Q: 3 clusters Score -1213944 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1214120.250000 Penalty: 922.230530
	Iteration 12Q: 3 clusters Score -1214120 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1214275.625000 Penalty: 922.230530
	Iteration 13Q: 3 clusters Score -1214276 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1214405.000000 Penalty: 922.230530
	Iteration 14Q: 3 clusters Score -1214405 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1214526.625000 Penalty: 922.230530
	Iteration 15Q: 3 clusters Score -1214527 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1214642.750000 Penalty: 922.230530
	Iteration 16Q: 3 clusters Score -1214643 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1214764.750000 Penalty: 922.230530
	Iteration 17Q: 3 clusters Score -1214765 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1214874.875000 Penalty: 922.230530
	Iteration 18Q: 3 clusters Score -1214875 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1214970.000000 Penalty: 922.230530
	Iteration 19Q: 3 clusters Score -1214970 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1215043.250000 Penalty: 922.230530
	Iteration 20F: 3 clusters Score -1215043 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1215116.875000 Penalty: 922.230530
	Iteration 21Q: 3 clusters Score -1215117 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1215183.125000 Penalty: 922.230530
	Iteration 22Q: 3 clusters Score -1215183 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1215254.750000 Penalty: 922.230530
	Iteration 23Q: 3 clusters Score -1215255 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1215318.875000 Penalty: 922.230530
	Iteration 24Q: 3 clusters Score -1215319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1215391.500000 Penalty: 922.230530
	Iteration 25Q: 3 clusters Score -1215392 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1215461.000000 Penalty: 922.230530
	Iteration 26Q: 3 clusters Score -1215461 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1215506.500000 Penalty: 922.230530
	Iteration 27Q: 3 clusters Score -1215506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1215562.125000 Penalty: 922.230530
	Iteration 28Q: 3 clusters Score -1215562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1215602.000000 Penalty: 922.230530
	Iteration 29Q: 3 clusters Score -1215602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1215648.000000 Penalty: 922.230530
	Iteration 30Q: 3 clusters Score -1215648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1215697.875000 Penalty: 922.230530
	Iteration 31Q: 3 clusters Score -1215698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1215735.375000 Penalty: 922.230530
	Iteration 32Q: 3 clusters Score -1215735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1215771.250000 Penalty: 922.230530
	Iteration 33Q: 3 clusters Score -1215771 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1215812.125000 Penalty: 922.230530
	Iteration 34Q: 3 clusters Score -1215812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1215849.125000 Penalty: 922.230530
	Iteration 35Q: 3 clusters Score -1215849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1215875.875000 Penalty: 922.230530
	Iteration 36Q: 3 clusters Score -1215876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1215893.125000 Penalty: 922.230530
	Iteration 37Q: 3 clusters Score -1215893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1215911.250000 Penalty: 922.230530
	Iteration 38Q: 3 clusters Score -1215911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1215916.750000 Penalty: 922.230530
	Iteration 39Q: 3 clusters Score -1215917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1215923.000000 Penalty: 922.230530
	Iteration 40F: 3 clusters Score -1215923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1215923.625000 Penalty: 922.230530
	Iteration 41Q: 3 clusters Score -1215924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1215930.875000 Penalty: 922.230530
	Iteration 42Q: 3 clusters Score -1215931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1215936.875000 Penalty: 922.230530
	Iteration 43Q: 3 clusters Score -1215937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1215941.250000 Penalty: 922.230530
	Iteration 44Q: 3 clusters Score -1215941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1215942.875000 Penalty: 922.230530
	Iteration 45Q: 3 clusters Score -1215943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1215948.000000 Penalty: 922.230530
	Iteration 46Q: 3 clusters Score -1215948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1215954.250000 Penalty: 922.230530
	Iteration 47Q: 3 clusters Score -1215954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1215962.125000 Penalty: 922.230530
	Iteration 48Q: 3 clusters Score -1215962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1215968.250000 Penalty: 922.230530
	Iteration 49Q: 3 clusters Score -1215968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1215973.375000 Penalty: 922.230530
	Iteration 50Q: 3 clusters Score -1215973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1215980.375000 Penalty: 922.230530
	Iteration 51Q: 3 clusters Score -1215980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1215990.375000 Penalty: 922.230530
	Iteration 52Q: 3 clusters Score -1215990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1215994.875000 Penalty: 922.230530
	Iteration 53Q: 3 clusters Score -1215995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1215996.625000 Penalty: 922.230530
	Iteration 54Q: 3 clusters Score -1215997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1215997.125000 Penalty: 922.230530
	Iteration 55Q: 3 clusters Score -1215997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1216002.375000 Penalty: 922.230530
	Iteration 56Q: 3 clusters Score -1216002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1216005.625000 Penalty: 922.230530
	Iteration 57Q: 3 clusters Score -1216006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1216008.250000 Penalty: 922.230530
	Iteration 58Q: 3 clusters Score -1216008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1216009.250000 Penalty: 922.230530
	Iteration 59Q: 3 clusters Score -1216009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1216011.625000 Penalty: 922.230530
	Iteration 60F: 3 clusters Score -1216012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1216018.875000 Penalty: 922.230530
	Iteration 61Q: 3 clusters Score -1216019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1216021.250000 Penalty: 922.230530
	Iteration 62Q: 3 clusters Score -1216021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1216021.500000 Penalty: 922.230530
	Iteration 63Q: 3 clusters Score -1216022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1216023.500000 Penalty: 922.230530
	Iteration 64Q: 3 clusters Score -1216024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1216025.625000 Penalty: 922.230530
	Iteration 65Q: 3 clusters Score -1216026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1216027.375000 Penalty: 922.230530
	Iteration 66Q: 3 clusters Score -1216027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1216026.750000 Penalty: 922.230530
	Iteration 67Q: 3 clusters Score -1216027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1216025.125000 Penalty: 922.230530
	Iteration 68Q: 3 clusters Score -1216025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1216029.625000 Penalty: 922.230530
	Iteration 69Q: 3 clusters Score -1216030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1216030.750000 Penalty: 922.230530
	Iteration 70Q: 3 clusters Score -1216031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1216031.500000 Penalty: 922.230530
	Iteration 71Q: 3 clusters Score -1216032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1216031.375000 Penalty: 922.230530
	Iteration 72Q: 3 clusters Score -1216031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1216031.625000 Penalty: 922.230530
	Iteration 73Q: 3 clusters Score -1216032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1216031.125000 Penalty: 922.230530
	Iteration 74Q: 3 clusters Score -1216031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1216031.125000 Penalty: 922.230530
	Iteration 75F: 3 clusters Score -1216031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6409.639160 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6409.639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6488.209961 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6488.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6511.965332 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6511.965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6538.839844 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -6538.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6563.228516 Penalty: 470.514038
	Iteration 4F: 3 clusters Score -6563.229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6587.952148 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -6587.952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6611.488281 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6611.488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6638.503418 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6638.503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6641.760742 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6641.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6641.760742 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -6641.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2951.698730 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2951.699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2968.137207 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2968.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5740.028809 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5740.029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5804.133789 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5804.134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5818.843750 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5818.844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5823.798828 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5823.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5837.176270 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5837.176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5844.335449 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5844.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5844.834473 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5844.834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5844.834473 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -5844.834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 98028 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 101254 members 
Mstep: Class 7 contains 4446 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33415 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 154676 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 74911 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25195 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234166.000000 Penalty: 14972.122070
Iteration 159Q: 26 clusters Score -2.323417e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 98457 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 101233 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33387 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 154519 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 74629 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25231 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234254.000000 Penalty: 14972.122070
Iteration 160F: 26 clusters Score -2.323425e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 98871 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6944 members 
Mstep: Class 6 contains 101208 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33357 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 154384 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 74346 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25268 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234280.000000 Penalty: 14972.122070
Iteration 161Q: 26 clusters Score -2.323428e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 99279 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 101185 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33322 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 154222 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 74098 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25314 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234264.000000 Penalty: 14972.122070
Iteration 162Q: 26 clusters Score -2.323426e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 99649 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2840 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33287 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 154090 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 73867 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25348 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234294.000000 Penalty: 14972.122070
Iteration 163Q: 26 clusters Score -2.323429e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4395 members 
Mstep: Class 3 contains 100005 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 101132 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33258 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 153963 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1368 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 73656 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25378 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234292.000000 Penalty: 14972.122070
Iteration 164Q: 26 clusters Score -2.323429e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 100355 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7004 members 
Mstep: Class 6 contains 101083 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33230 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 153810 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4147 members 
Mstep: Class 20 contains 73464 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25416 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234340.000000 Penalty: 14972.122070
Iteration 165Q: 26 clusters Score -2.323434e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 100726 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 101045 members 
Mstep: Class 7 contains 4438 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 153654 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 73255 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25450 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234282.000000 Penalty: 14972.122070
Iteration 166Q: 26 clusters Score -2.323428e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 101088 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 6 contains 101020 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33187 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 153470 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 73040 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25494 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234252.000000 Penalty: 14972.122070
Iteration 167Q: 26 clusters Score -2.323425e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 101494 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 100980 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33164 members 
Mstep: Class 13 contains 2121 members 
Mstep: Class 14 contains 153285 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 72827 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25529 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234252.000000 Penalty: 14972.122070
Iteration 168Q: 26 clusters Score -2.323425e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 101863 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7112 members 
Mstep: Class 6 contains 100949 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33149 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 153125 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 72602 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25566 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234324.000000 Penalty: 14972.122070
Iteration 169Q: 26 clusters Score -2.323432e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 102207 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 100922 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33144 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 152985 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 72372 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25600 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234286.000000 Penalty: 14972.122070
Iteration 170Q: 26 clusters Score -2.323429e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4403 members 
Mstep: Class 3 contains 102580 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 100890 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33130 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 152839 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 72144 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25635 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234334.000000 Penalty: 14972.122070
Iteration 171Q: 26 clusters Score -2.323433e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 102924 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 7166 members 
Mstep: Class 6 contains 100869 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33116 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 152681 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 71944 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25668 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234314.000000 Penalty: 14972.122070
Iteration 172Q: 26 clusters Score -2.323431e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 103244 members 
Mstep: Class 4 contains 872 members 
Mstep: Class 5 contains 7189 members 
Mstep: Class 6 contains 100853 members 
Mstep: Class 7 contains 4412 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33099 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 152527 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 71745 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25706 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234380.000000 Penalty: 14972.122070
Iteration 173Q: 26 clusters Score -2.323438e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 103590 members 
Mstep: Class 4 contains 871 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 100838 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33082 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 152355 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 71542 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25744 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234384.000000 Penalty: 14972.122070
Iteration 174Q: 26 clusters Score -2.323438e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 103932 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 6 contains 100820 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33079 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 152192 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 71342 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25768 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234428.000000 Penalty: 14972.122070
Iteration 175Q: 26 clusters Score -2.323443e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 104269 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 7265 members 
Mstep: Class 6 contains 100800 members 
Mstep: Class 7 contains 4408 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33073 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 152037 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4174 members 
Mstep: Class 20 contains 71142 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25782 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234414.000000 Penalty: 14972.122070
Iteration 176Q: 26 clusters Score -2.323441e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 104631 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 100780 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33074 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 151853 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 70943 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25796 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234508.000000 Penalty: 14972.122070
Iteration 177Q: 26 clusters Score -2.323451e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 104994 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 100756 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33076 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 151686 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4174 members 
Mstep: Class 20 contains 70746 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25804 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234544.000000 Penalty: 14972.122070
Iteration 178Q: 26 clusters Score -2.323454e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 105327 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 100721 members 
Mstep: Class 7 contains 4411 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33069 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 14 contains 151568 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 70559 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234606.000000 Penalty: 14972.122070
Iteration 179Q: 26 clusters Score -2.323461e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 105652 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7329 members 
Mstep: Class 6 contains 100697 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2828 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33063 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 151433 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 70369 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234614.000000 Penalty: 14972.122070
Iteration 180F: 26 clusters Score -2.323461e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 105984 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 100677 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33066 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 151270 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 70193 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25803 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234638.000000 Penalty: 14972.122070
Iteration 181Q: 26 clusters Score -2.323464e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 106327 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 100662 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33061 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 151092 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 70028 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25805 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234666.000000 Penalty: 14972.122070
Iteration 182Q: 26 clusters Score -2.323467e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 106638 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 6 contains 100636 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33063 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 14 contains 150953 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 69845 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25819 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234722.000000 Penalty: 14972.122070
Iteration 183Q: 26 clusters Score -2.323472e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 106953 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 100608 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33060 members 
Mstep: Class 13 contains 2150 members 
Mstep: Class 14 contains 150811 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 69680 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234712.000000 Penalty: 14972.122070
Iteration 184Q: 26 clusters Score -2.323471e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 107313 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7377 members 
Mstep: Class 6 contains 100576 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2851 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33055 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 150655 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 69512 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25827 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234680.000000 Penalty: 14972.122070
Iteration 185Q: 26 clusters Score -2.323468e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 107673 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 100549 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33052 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 150500 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 69332 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234682.000000 Penalty: 14972.122070
Iteration 186Q: 26 clusters Score -2.323468e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 108024 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7383 members 
Mstep: Class 6 contains 100514 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33045 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 150318 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 69183 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234768.000000 Penalty: 14972.122070
Iteration 187Q: 26 clusters Score -2.323477e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 108390 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7385 members 
Mstep: Class 6 contains 100485 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33035 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 150129 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4174 members 
Mstep: Class 20 contains 69039 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25846 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234760.000000 Penalty: 14972.122070
Iteration 188Q: 26 clusters Score -2.323476e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 108768 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 100449 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33016 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 149951 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 68881 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25849 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234786.000000 Penalty: 14972.122070
Iteration 189Q: 26 clusters Score -2.323479e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 109147 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 100401 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33013 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 149772 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 68716 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25849 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234786.000000 Penalty: 14972.122070
Iteration 190Q: 26 clusters Score -2.323479e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 109504 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 100376 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33011 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 149589 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 68565 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234798.000000 Penalty: 14972.122070
Iteration 191Q: 26 clusters Score -2.32348e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 109825 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7406 members 
Mstep: Class 6 contains 100363 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33000 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 149441 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 68408 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25844 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234788.000000 Penalty: 14972.122070
Iteration 192Q: 26 clusters Score -2.323479e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 110166 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 100330 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32997 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 149286 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 68241 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234816.000000 Penalty: 14972.122070
Iteration 193Q: 26 clusters Score -2.323482e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 110490 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 100293 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32993 members 
Mstep: Class 13 contains 2149 members 
Mstep: Class 14 contains 149157 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 68042 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234808.000000 Penalty: 14972.122070
Iteration 194Q: 26 clusters Score -2.323481e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 110811 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 100261 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32992 members 
Mstep: Class 13 contains 2155 members 
Mstep: Class 14 contains 149047 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 67837 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25904 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234876.000000 Penalty: 14972.122070
Iteration 195Q: 26 clusters Score -2.323488e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 111141 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7412 members 
Mstep: Class 6 contains 100219 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32989 members 
Mstep: Class 13 contains 2164 members 
Mstep: Class 14 contains 148955 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4192 members 
Mstep: Class 20 contains 67636 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25906 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234836.000000 Penalty: 14972.122070
Iteration 196Q: 26 clusters Score -2.323484e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 111460 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 100174 members 
Mstep: Class 7 contains 4399 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32995 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 148867 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4195 members 
Mstep: Class 20 contains 67429 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25914 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234836.000000 Penalty: 14972.122070
Iteration 197Q: 26 clusters Score -2.323484e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 111770 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 100128 members 
Mstep: Class 7 contains 4397 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32991 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 148780 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1349 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 67238 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 25924 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234910.000000 Penalty: 14972.122070
Iteration 198Q: 26 clusters Score -2.323491e+07 nChanged 535
Entering ConstructFrom: 
Score: -23234910.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -11561.636719 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -11561.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11199.425781 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -11199.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11295.968750 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -11295.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11322.972656 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -11322.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11340.415039 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -11340.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11354.285156 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -11354.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11385.423828 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -11385.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11439.141602 Penalty: 524.917236
	Iteration 6F: 3 clusters Score -11439.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11465.077148 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -11465.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11495.202148 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -11495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11510.672852 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -11510.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11513.028320 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -11513.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11513.509766 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -11513.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11514.578125 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -11514.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11514.578125 Penalty: 524.917236
	Iteration 13F: 3 clusters Score -11514.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -200440.250000 Penalty: 382.096893
	Iteration 0F: 2 clusters Score -200440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -197427.500000 Penalty: 764.193787
	Iteration 0F: 3 clusters Score -197427.5 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -198594.531250 Penalty: 764.193787
	Iteration 1F: 3 clusters Score -198594.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -198764.578125 Penalty: 764.193787
	Iteration 2F: 3 clusters Score -198764.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -198947.875000 Penalty: 764.193787
	Iteration 3F: 3 clusters Score -198947.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -199148.921875 Penalty: 764.193787
	Iteration 4F: 3 clusters Score -199148.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -199318.046875 Penalty: 764.193787
	Iteration 5F: 3 clusters Score -199318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -199444.875000 Penalty: 764.193787
	Iteration 6F: 3 clusters Score -199444.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -199556.984375 Penalty: 764.193787
	Iteration 7Q: 3 clusters Score -199557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -199635.781250 Penalty: 764.193787
	Iteration 8Q: 3 clusters Score -199635.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -199693.828125 Penalty: 764.193787
	Iteration 9Q: 3 clusters Score -199693.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -199756.312500 Penalty: 764.193787
	Iteration 10Q: 3 clusters Score -199756.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -199809.046875 Penalty: 764.193787
	Iteration 11Q: 3 clusters Score -199809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -199853.265625 Penalty: 764.193787
	Iteration 12Q: 3 clusters Score -199853.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -199890.906250 Penalty: 764.193787
	Iteration 13Q: 3 clusters Score -199890.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -199932.109375 Penalty: 764.193787
	Iteration 14Q: 3 clusters Score -199932.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -199977.234375 Penalty: 764.193787
	Iteration 15Q: 3 clusters Score -199977.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -200024.640625 Penalty: 764.193787
	Iteration 16Q: 3 clusters Score -200024.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -200065.796875 Penalty: 764.193787
	Iteration 17Q: 3 clusters Score -200065.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -200094.406250 Penalty: 764.193787
	Iteration 18Q: 3 clusters Score -200094.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -200109.937500 Penalty: 764.193787
	Iteration 19Q: 3 clusters Score -200109.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -200121.984375 Penalty: 764.193787
	Iteration 20F: 3 clusters Score -200122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -200129.156250 Penalty: 764.193787
	Iteration 21Q: 3 clusters Score -200129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -200134.000000 Penalty: 764.193787
	Iteration 22Q: 3 clusters Score -200134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -200137.859375 Penalty: 764.193787
	Iteration 23Q: 3 clusters Score -200137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -200140.671875 Penalty: 764.193787
	Iteration 24Q: 3 clusters Score -200140.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -200143.843750 Penalty: 764.193787
	Iteration 25Q: 3 clusters Score -200143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -200145.078125 Penalty: 764.193787
	Iteration 26Q: 3 clusters Score -200145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -200146.453125 Penalty: 764.193787
	Iteration 27Q: 3 clusters Score -200146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -200147.328125 Penalty: 764.193787
	Iteration 28Q: 3 clusters Score -200147.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -200150.703125 Penalty: 764.193787
	Iteration 29Q: 3 clusters Score -200150.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -200154.265625 Penalty: 764.193787
	Iteration 30Q: 3 clusters Score -200154.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -200156.437500 Penalty: 764.193787
	Iteration 31Q: 3 clusters Score -200156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -200158.687500 Penalty: 764.193787
	Iteration 32Q: 3 clusters Score -200158.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -200161.234375 Penalty: 764.193787
	Iteration 33Q: 3 clusters Score -200161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -200161.968750 Penalty: 764.193787
	Iteration 34Q: 3 clusters Score -200162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -200164.406250 Penalty: 764.193787
	Iteration 35Q: 3 clusters Score -200164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -200165.906250 Penalty: 764.193787
	Iteration 36Q: 3 clusters Score -200165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -200168.328125 Penalty: 764.193787
	Iteration 37Q: 3 clusters Score -200168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -200168.937500 Penalty: 764.193787
	Iteration 38Q: 3 clusters Score -200168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -200169.828125 Penalty: 764.193787
	Iteration 39Q: 3 clusters Score -200169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -200169.781250 Penalty: 764.193787
	Iteration 40F: 3 clusters Score -200169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (112053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Entering Unmasked Estep 
Score: -5196934.000000 Penalty: 529.016113
	Iteration 0F: 2 clusters Score -5196934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -5121269.500000 Penalty: 1058.032227
	Iteration 0F: 3 clusters Score -5121270 nChanged 54728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -5154145.500000 Penalty: 1058.032227
	Iteration 1F: 3 clusters Score -5154146 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -5155642.500000 Penalty: 1058.032227
	Iteration 2Q: 3 clusters Score -5155642 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -5157829.500000 Penalty: 1058.032227
	Iteration 3Q: 3 clusters Score -5157830 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -5161232.500000 Penalty: 1058.032227
	Iteration 4F: 3 clusters Score -5161232 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -5166202.500000 Penalty: 1058.032227
	Iteration 5F: 3 clusters Score -5166202 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -5172612.000000 Penalty: 1058.032227
	Iteration 6F: 3 clusters Score -5172612 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -5178522.000000 Penalty: 1058.032227
	Iteration 7F: 3 clusters Score -5178522 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -5182261.500000 Penalty: 1058.032227
	Iteration 8Q: 3 clusters Score -5182262 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -5183984.500000 Penalty: 1058.032227
	Iteration 9Q: 3 clusters Score -5183984 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
Score: -5185056.000000 Penalty: 1058.032227
	Iteration 10Q: 3 clusters Score -5185056 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -5186096.000000 Penalty: 1058.032227
	Iteration 11Q: 3 clusters Score -5186096 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -5187274.500000 Penalty: 1058.032227
	Iteration 12Q: 3 clusters Score -5187274 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -5188499.500000 Penalty: 1058.032227
	Iteration 13Q: 3 clusters Score -5188500 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -5189645.500000 Penalty: 1058.032227
	Iteration 14Q: 3 clusters Score -5189646 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -5190727.000000 Penalty: 1058.032227
	Iteration 15Q: 3 clusters Score -5190727 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -5191662.500000 Penalty: 1058.032227
	Iteration 16Q: 3 clusters Score -5191662 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -5192418.000000 Penalty: 1058.032227
	Iteration 17Q: 3 clusters Score -5192418 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -5193049.500000 Penalty: 1058.032227
	Iteration 18Q: 3 clusters Score -5193050 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -5193476.000000 Penalty: 1058.032227
	Iteration 19Q: 3 clusters Score -5193476 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -5193880.000000 Penalty: 1058.032227
	Iteration 20F: 3 clusters Score -5193880 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -5194255.500000 Penalty: 1058.032227
	Iteration 21Q: 3 clusters Score -5194256 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -5194550.000000 Penalty: 1058.032227
	Iteration 22Q: 3 clusters Score -5194550 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -5194844.000000 Penalty: 1058.032227
	Iteration 23Q: 3 clusters Score -5194844 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -5195079.000000 Penalty: 1058.032227
	Iteration 24Q: 3 clusters Score -5195079 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -5195277.000000 Penalty: 1058.032227
	Iteration 25Q: 3 clusters Score -5195277 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -5195466.000000 Penalty: 1058.032227
	Iteration 26Q: 3 clusters Score -5195466 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -5195650.000000 Penalty: 1058.032227
	Iteration 27Q: 3 clusters Score -5195650 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -5195801.500000 Penalty: 1058.032227
	Iteration 28Q: 3 clusters Score -5195802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -5195918.500000 Penalty: 1058.032227
	Iteration 29Q: 3 clusters Score -5195918 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -5196062.500000 Penalty: 1058.032227
	Iteration 30Q: 3 clusters Score -5196062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -5196178.500000 Penalty: 1058.032227
	Iteration 31Q: 3 clusters Score -5196178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -5196252.500000 Penalty: 1058.032227
	Iteration 32Q: 3 clusters Score -5196252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -5196321.000000 Penalty: 1058.032227
	Iteration 33Q: 3 clusters Score -5196321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 111438 members 
Entering Unmasked Estep 
Score: -5196372.500000 Penalty: 1058.032227
	Iteration 34Q: 3 clusters Score -5196372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -5196409.000000 Penalty: 1058.032227
	Iteration 35Q: 3 clusters Score -5196409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -5196443.500000 Penalty: 1058.032227
	Iteration 36Q: 3 clusters Score -5196444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 111619 members 
Entering Unmasked Estep 
Score: -5196469.000000 Penalty: 1058.032227
	Iteration 37Q: 3 clusters Score -5196469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -5196487.500000 Penalty: 1058.032227
	Iteration 38Q: 3 clusters Score -5196488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -5196493.500000 Penalty: 1058.032227
	Iteration 39Q: 3 clusters Score -5196494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -5196497.500000 Penalty: 1058.032227
	Iteration 40F: 3 clusters Score -5196498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -5196500.500000 Penalty: 1058.032227
	Iteration 41Q: 3 clusters Score -5196500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 111706 members 
Entering Unmasked Estep 
Score: -5196506.500000 Penalty: 1058.032227
	Iteration 42Q: 3 clusters Score -5196506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 111712 members 
Entering Unmasked Estep 
Score: -5196507.000000 Penalty: 1058.032227
	Iteration 43Q: 3 clusters Score -5196507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -5196506.000000 Penalty: 1058.032227
	Iteration 44Q: 3 clusters Score -5196506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 111721 members 
Entering Unmasked Estep 
Score: -5196506.500000 Penalty: 1058.032227
	Iteration 45Q: 3 clusters Score -5196506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -5196511.000000 Penalty: 1058.032227
	Iteration 46Q: 3 clusters Score -5196511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 111735 members 
Entering Unmasked Estep 
Score: -5196520.000000 Penalty: 1058.032227
	Iteration 47Q: 3 clusters Score -5196520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -5196519.000000 Penalty: 1058.032227
	Iteration 48Q: 3 clusters Score -5196519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -5196523.500000 Penalty: 1058.032227
	Iteration 49Q: 3 clusters Score -5196524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 111759 members 
Entering Unmasked Estep 
Score: -5196524.500000 Penalty: 1058.032227
	Iteration 50Q: 3 clusters Score -5196524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -5196525.500000 Penalty: 1058.032227
	Iteration 51Q: 3 clusters Score -5196526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -5196528.500000 Penalty: 1058.032227
	Iteration 52Q: 3 clusters Score -5196528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -5196532.500000 Penalty: 1058.032227
	Iteration 53Q: 3 clusters Score -5196532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -5196534.000000 Penalty: 1058.032227
	Iteration 54Q: 3 clusters Score -5196534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 111778 members 
Entering Unmasked Estep 
Score: -5196534.000000 Penalty: 1058.032227
	Iteration 55F: 3 clusters Score -5196534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -35722.335938 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -35722.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -35016.980469 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -35016.98 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35323.347656 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -35323.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35415.148438 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -35415.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35472.582031 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -35472.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35512.832031 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -35512.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35541.230469 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -35541.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35555.234375 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -35555.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35571.996094 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -35572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35579.128906 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -35579.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -35584.007812 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -35584.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35585.503906 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -35585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35585.503906 Penalty: 615.303101
	Iteration 11F: 3 clusters Score -35585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -363122.062500 Penalty: 405.499146
	Iteration 0F: 2 clusters Score -363122.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -358144.250000 Penalty: 810.998291
	Iteration 0F: 3 clusters Score -358144.2 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -360004.500000 Penalty: 810.998291
	Iteration 1F: 3 clusters Score -360004.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -360137.562500 Penalty: 810.998291
	Iteration 2F: 3 clusters Score -360137.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -360326.875000 Penalty: 810.998291
	Iteration 3Q: 3 clusters Score -360326.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -360637.187500 Penalty: 810.998291
	Iteration 4F: 3 clusters Score -360637.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -361101.375000 Penalty: 810.998291
	Iteration 5F: 3 clusters Score -361101.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -361648.031250 Penalty: 810.998291
	Iteration 6F: 3 clusters Score -361648 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -362034.062500 Penalty: 810.998291
	Iteration 7F: 3 clusters Score -362034.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -362245.375000 Penalty: 810.998291
	Iteration 8F: 3 clusters Score -362245.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -362353.812500 Penalty: 810.998291
	Iteration 9Q: 3 clusters Score -362353.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -362421.406250 Penalty: 810.998291
	Iteration 10Q: 3 clusters Score -362421.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -362476.406250 Penalty: 810.998291
	Iteration 11Q: 3 clusters Score -362476.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -362518.968750 Penalty: 810.998291
	Iteration 12Q: 3 clusters Score -362519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -362549.031250 Penalty: 810.998291
	Iteration 13Q: 3 clusters Score -362549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -362576.656250 Penalty: 810.998291
	Iteration 14Q: 3 clusters Score -362576.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -362602.375000 Penalty: 810.998291
	Iteration 15Q: 3 clusters Score -362602.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -362629.281250 Penalty: 810.998291
	Iteration 16Q: 3 clusters Score -362629.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -362652.343750 Penalty: 810.998291
	Iteration 17Q: 3 clusters Score -362652.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -362668.968750 Penalty: 810.998291
	Iteration 18Q: 3 clusters Score -362669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -362682.968750 Penalty: 810.998291
	Iteration 19Q: 3 clusters Score -362683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -362696.187500 Penalty: 810.998291
	Iteration 20F: 3 clusters Score -362696.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -362704.968750 Penalty: 810.998291
	Iteration 21Q: 3 clusters Score -362705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -362715.531250 Penalty: 810.998291
	Iteration 22Q: 3 clusters Score -362715.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -362727.906250 Penalty: 810.998291
	Iteration 23Q: 3 clusters Score -362727.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -362736.968750 Penalty: 810.998291
	Iteration 24Q: 3 clusters Score -362737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -362745.312500 Penalty: 810.998291
	Iteration 25Q: 3 clusters Score -362745.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -362753.593750 Penalty: 810.998291
	Iteration 26Q: 3 clusters Score -362753.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -362757.843750 Penalty: 810.998291
	Iteration 27Q: 3 clusters Score -362757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -362760.468750 Penalty: 810.998291
	Iteration 28Q: 3 clusters Score -362760.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -362765.093750 Penalty: 810.998291
	Iteration 29Q: 3 clusters Score -362765.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -362768.812500 Penalty: 810.998291
	Iteration 30Q: 3 clusters Score -362768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -362773.156250 Penalty: 810.998291
	Iteration 31Q: 3 clusters Score -362773.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -362776.375000 Penalty: 810.998291
	Iteration 32Q: 3 clusters Score -362776.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -362778.625000 Penalty: 810.998291
	Iteration 33Q: 3 clusters Score -362778.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -362778.593750 Penalty: 810.998291
	Iteration 34Q: 3 clusters Score -362778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -362780.593750 Penalty: 810.998291
	Iteration 35Q: 3 clusters Score -362780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -362780.218750 Penalty: 810.998291
	Iteration 36Q: 3 clusters Score -362780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -362781.562500 Penalty: 810.998291
	Iteration 37Q: 3 clusters Score -362781.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -362783.343750 Penalty: 810.998291
	Iteration 38Q: 3 clusters Score -362783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -362785.093750 Penalty: 810.998291
	Iteration 39Q: 3 clusters Score -362785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -362785.437500 Penalty: 810.998291
	Iteration 40F: 3 clusters Score -362785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -362785.156250 Penalty: 810.998291
	Iteration 41Q: 3 clusters Score -362785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -362787.343750 Penalty: 810.998291
	Iteration 42Q: 3 clusters Score -362787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -362789.750000 Penalty: 810.998291
	Iteration 43Q: 3 clusters Score -362789.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -362792.875000 Penalty: 810.998291
	Iteration 44Q: 3 clusters Score -362792.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -362797.531250 Penalty: 810.998291
	Iteration 45Q: 3 clusters Score -362797.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -362801.437500 Penalty: 810.998291
	Iteration 46Q: 3 clusters Score -362801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -362803.750000 Penalty: 810.998291
	Iteration 47Q: 3 clusters Score -362803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -362805.343750 Penalty: 810.998291
	Iteration 48Q: 3 clusters Score -362805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -362806.031250 Penalty: 810.998291
	Iteration 49Q: 3 clusters Score -362806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -362808.843750 Penalty: 810.998291
	Iteration 50Q: 3 clusters Score -362808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -362809.937500 Penalty: 810.998291
	Iteration 51Q: 3 clusters Score -362809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -362809.593750 Penalty: 810.998291
	Iteration 52Q: 3 clusters Score -362809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -362809.875000 Penalty: 810.998291
	Iteration 53Q: 3 clusters Score -362809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -362811.031250 Penalty: 810.998291
	Iteration 54Q: 3 clusters Score -362811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -362811.125000 Penalty: 810.998291
	Iteration 55Q: 3 clusters Score -362811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -362811.375000 Penalty: 810.998291
	Iteration 56Q: 3 clusters Score -362811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -362812.812500 Penalty: 810.998291
	Iteration 57Q: 3 clusters Score -362812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -362812.062500 Penalty: 810.998291
	Iteration 58Q: 3 clusters Score -362812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -362812.562500 Penalty: 810.998291
	Iteration 59Q: 3 clusters Score -362812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -362812.562500 Penalty: 810.998291
	Iteration 60F: 3 clusters Score -362812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Entering Unmasked Estep 
Score: -4701184.500000 Penalty: 523.872681
	Iteration 0F: 2 clusters Score -4701184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -4634175.000000 Penalty: 1047.745361
	Iteration 0F: 3 clusters Score -4634175 nChanged 48726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -4662676.500000 Penalty: 1047.745361
	Iteration 1F: 3 clusters Score -4662676 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -4663548.000000 Penalty: 1047.745361
	Iteration 2Q: 3 clusters Score -4663548 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4665289.500000 Penalty: 1047.745361
	Iteration 3Q: 3 clusters Score -4665290 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4668535.000000 Penalty: 1047.745361
	Iteration 4F: 3 clusters Score -4668535 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4674442.500000 Penalty: 1047.745361
	Iteration 5F: 3 clusters Score -4674442 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4682197.500000 Penalty: 1047.745361
	Iteration 6F: 3 clusters Score -4682198 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -4689312.500000 Penalty: 1047.745361
	Iteration 7F: 3 clusters Score -4689312 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4694417.500000 Penalty: 1047.745361
	Iteration 8F: 3 clusters Score -4694418 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96480 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4697468.000000 Penalty: 1047.745361
	Iteration 9Q: 3 clusters Score -4697468 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4699206.000000 Penalty: 1047.745361
	Iteration 10Q: 3 clusters Score -4699206 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4700097.500000 Penalty: 1047.745361
	Iteration 11Q: 3 clusters Score -4700098 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4700482.000000 Penalty: 1047.745361
	Iteration 12Q: 3 clusters Score -4700482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4700626.000000 Penalty: 1047.745361
	Iteration 13Q: 3 clusters Score -4700626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4700661.500000 Penalty: 1047.745361
	Iteration 14Q: 3 clusters Score -4700662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100011 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4700681.500000 Penalty: 1047.745361
	Iteration 15Q: 3 clusters Score -4700682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4700693.500000 Penalty: 1047.745361
	Iteration 16Q: 3 clusters Score -4700694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4700703.000000 Penalty: 1047.745361
	Iteration 17Q: 3 clusters Score -4700703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100022 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4700705.000000 Penalty: 1047.745361
	Iteration 18Q: 3 clusters Score -4700705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4700707.500000 Penalty: 1047.745361
	Iteration 19Q: 3 clusters Score -4700708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4700708.500000 Penalty: 1047.745361
	Iteration 20F: 3 clusters Score -4700708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4700711.500000 Penalty: 1047.745361
	Iteration 21Q: 3 clusters Score -4700712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4700711.500000 Penalty: 1047.745361
	Iteration 22F: 3 clusters Score -4700712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -190095.281250 Penalty: 381.674500
	Iteration 0F: 2 clusters Score -190095.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -187094.828125 Penalty: 763.348999
	Iteration 0F: 3 clusters Score -187094.8 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -188140.812500 Penalty: 763.348999
	Iteration 1F: 3 clusters Score -188140.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -188262.265625 Penalty: 763.348999
	Iteration 2F: 3 clusters Score -188262.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -188367.343750 Penalty: 763.348999
	Iteration 3F: 3 clusters Score -188367.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -188491.187500 Penalty: 763.348999
	Iteration 4Q: 3 clusters Score -188491.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -188624.359375 Penalty: 763.348999
	Iteration 5F: 3 clusters Score -188624.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -188803.578125 Penalty: 763.348999
	Iteration 6F: 3 clusters Score -188803.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -189023.531250 Penalty: 763.348999
	Iteration 7F: 3 clusters Score -189023.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -189210.171875 Penalty: 763.348999
	Iteration 8F: 3 clusters Score -189210.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -189343.796875 Penalty: 763.348999
	Iteration 9Q: 3 clusters Score -189343.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -189434.718750 Penalty: 763.348999
	Iteration 10Q: 3 clusters Score -189434.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -189505.515625 Penalty: 763.348999
	Iteration 11Q: 3 clusters Score -189505.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -189571.828125 Penalty: 763.348999
	Iteration 12Q: 3 clusters Score -189571.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -189625.953125 Penalty: 763.348999
	Iteration 13Q: 3 clusters Score -189626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -189666.406250 Penalty: 763.348999
	Iteration 14Q: 3 clusters Score -189666.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -189695.453125 Penalty: 763.348999
	Iteration 15Q: 3 clusters Score -189695.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -189716.453125 Penalty: 763.348999
	Iteration 16Q: 3 clusters Score -189716.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -189732.687500 Penalty: 763.348999
	Iteration 17Q: 3 clusters Score -189732.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -189740.890625 Penalty: 763.348999
	Iteration 18Q: 3 clusters Score -189740.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -189745.953125 Penalty: 763.348999
	Iteration 19Q: 3 clusters Score -189746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -189750.593750 Penalty: 763.348999
	Iteration 20F: 3 clusters Score -189750.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -189753.796875 Penalty: 763.348999
	Iteration 21Q: 3 clusters Score -189753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -189754.421875 Penalty: 763.348999
	Iteration 22Q: 3 clusters Score -189754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -189754.843750 Penalty: 763.348999
	Iteration 23Q: 3 clusters Score -189754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -189755.531250 Penalty: 763.348999
	Iteration 24Q: 3 clusters Score -189755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -189756.515625 Penalty: 763.348999
	Iteration 25Q: 3 clusters Score -189756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -189757.359375 Penalty: 763.348999
	Iteration 26Q: 3 clusters Score -189757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -189758.218750 Penalty: 763.348999
	Iteration 27Q: 3 clusters Score -189758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -189758.671875 Penalty: 763.348999
	Iteration 28Q: 3 clusters Score -189758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -189759.015625 Penalty: 763.348999
	Iteration 29Q: 3 clusters Score -189759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -189758.968750 Penalty: 763.348999
	Iteration 30Q: 3 clusters Score -189759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -189759.250000 Penalty: 763.348999
	Iteration 31Q: 3 clusters Score -189759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -189759.234375 Penalty: 763.348999
	Iteration 32Q: 3 clusters Score -189759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -189759.265625 Penalty: 763.348999
	Iteration 33Q: 3 clusters Score -189759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -189759.375000 Penalty: 763.348999
	Iteration 34Q: 3 clusters Score -189759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -189759.375000 Penalty: 763.348999
	Iteration 35F: 3 clusters Score -189759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9235.112305 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9235.112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9323.955078 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9323.955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9342.858398 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9342.858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9358.930664 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9358.931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9366.190430 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9366.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9369.208008 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9369.208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9375.418945 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9375.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9379.328125 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9379.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9384.957031 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9384.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9389.369141 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9389.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9394.572266 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9394.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9397.566406 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9397.566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9398.319336 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -9398.319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9400.477539 Penalty: 496.822296
	Iteration 13Q: 3 clusters Score -9400.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9405.720703 Penalty: 496.822296
	Iteration 14Q: 3 clusters Score -9405.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9409.465820 Penalty: 496.822296
	Iteration 15Q: 3 clusters Score -9409.466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9409.830078 Penalty: 496.822296
	Iteration 16Q: 3 clusters Score -9409.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9409.830078 Penalty: 496.822296
	Iteration 17F: 3 clusters Score -9409.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -141941.734375 Penalty: 362.321594
	Iteration 0F: 2 clusters Score -141941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -139908.343750 Penalty: 724.643188
	Iteration 0F: 3 clusters Score -139908.3 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -140649.062500 Penalty: 724.643188
	Iteration 1F: 3 clusters Score -140649.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -140855.437500 Penalty: 724.643188
	Iteration 2F: 3 clusters Score -140855.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -141040.718750 Penalty: 724.643188
	Iteration 3F: 3 clusters Score -141040.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -141202.234375 Penalty: 724.643188
	Iteration 4F: 3 clusters Score -141202.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -141337.015625 Penalty: 724.643188
	Iteration 5F: 3 clusters Score -141337 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -141424.000000 Penalty: 724.643188
	Iteration 6Q: 3 clusters Score -141424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -141488.062500 Penalty: 724.643188
	Iteration 7Q: 3 clusters Score -141488.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -141526.671875 Penalty: 724.643188
	Iteration 8Q: 3 clusters Score -141526.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -141548.921875 Penalty: 724.643188
	Iteration 9Q: 3 clusters Score -141548.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -141566.796875 Penalty: 724.643188
	Iteration 10Q: 3 clusters Score -141566.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -141580.125000 Penalty: 724.643188
	Iteration 11Q: 3 clusters Score -141580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -141592.546875 Penalty: 724.643188
	Iteration 12Q: 3 clusters Score -141592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -141602.125000 Penalty: 724.643188
	Iteration 13Q: 3 clusters Score -141602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -141608.609375 Penalty: 724.643188
	Iteration 14Q: 3 clusters Score -141608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -141615.765625 Penalty: 724.643188
	Iteration 15Q: 3 clusters Score -141615.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -141619.515625 Penalty: 724.643188
	Iteration 16Q: 3 clusters Score -141619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -141621.421875 Penalty: 724.643188
	Iteration 17Q: 3 clusters Score -141621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -141624.453125 Penalty: 724.643188
	Iteration 18Q: 3 clusters Score -141624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -141627.281250 Penalty: 724.643188
	Iteration 19Q: 3 clusters Score -141627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -141629.906250 Penalty: 724.643188
	Iteration 20F: 3 clusters Score -141629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -141633.718750 Penalty: 724.643188
	Iteration 21Q: 3 clusters Score -141633.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -141640.312500 Penalty: 724.643188
	Iteration 22Q: 3 clusters Score -141640.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -141643.937500 Penalty: 724.643188
	Iteration 23Q: 3 clusters Score -141643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -141647.875000 Penalty: 724.643188
	Iteration 24Q: 3 clusters Score -141647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -141651.937500 Penalty: 724.643188
	Iteration 25Q: 3 clusters Score -141651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -141658.265625 Penalty: 724.643188
	Iteration 26Q: 3 clusters Score -141658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -141660.218750 Penalty: 724.643188
	Iteration 27Q: 3 clusters Score -141660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -141662.125000 Penalty: 724.643188
	Iteration 28Q: 3 clusters Score -141662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -141663.750000 Penalty: 724.643188
	Iteration 29Q: 3 clusters Score -141663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -141665.812500 Penalty: 724.643188
	Iteration 30Q: 3 clusters Score -141665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -141670.125000 Penalty: 724.643188
	Iteration 31Q: 3 clusters Score -141670.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -141676.343750 Penalty: 724.643188
	Iteration 32Q: 3 clusters Score -141676.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -141681.375000 Penalty: 724.643188
	Iteration 33Q: 3 clusters Score -141681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -141683.328125 Penalty: 724.643188
	Iteration 34Q: 3 clusters Score -141683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -141685.156250 Penalty: 724.643188
	Iteration 35Q: 3 clusters Score -141685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -141686.984375 Penalty: 724.643188
	Iteration 36Q: 3 clusters Score -141687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -141687.859375 Penalty: 724.643188
	Iteration 37Q: 3 clusters Score -141687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -141688.828125 Penalty: 724.643188
	Iteration 38Q: 3 clusters Score -141688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -141689.296875 Penalty: 724.643188
	Iteration 39Q: 3 clusters Score -141689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -141689.718750 Penalty: 724.643188
	Iteration 40F: 3 clusters Score -141689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28572.425781 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28572.43 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28832.279297 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28832.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28937.605469 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28937.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28988.783203 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28988.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29033.978516 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29033.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29075.361328 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -29075.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29110.218750 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29110.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29148.841797 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29148.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29173.113281 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29173.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29187.365234 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29187.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -29194.509766 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29194.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -29203.939453 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29203.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29217.087891 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29217.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -29223.117188 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29223.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -29229.816406 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29229.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -29241.617188 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29241.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29244.164062 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29244.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29244.164062 Penalty: 598.711853
	Iteration 17F: 3 clusters Score -29244.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 112053 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7421 members 
Mstep: Class 6 contains 100076 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32994 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 148696 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 67062 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 43 members 
Entering Unmasked Estep 
Score: -23234638.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23234910.000000 to -23234638.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32656.888672 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32656.89 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32870.718750 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32870.72 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32937.226562 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32937.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -33005.093750 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -33005.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -33048.562500 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -33048.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33072.136719 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33072.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33088.933594 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33088.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33105.679688 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33105.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33121.609375 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33121.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33136.984375 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33136.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33147.570312 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33147.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33158.710938 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33158.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33165.781250 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33165.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33172.953125 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33172.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33179.964844 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33179.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33189.195312 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33198.140625 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33198.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33202.535156 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33202.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33207.636719 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -33207.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33211.542969 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -33211.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33213.671875 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -33213.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33217.589844 Penalty: 608.413391
	Iteration 21Q: 3 clusters Score -33217.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33221.378906 Penalty: 608.413391
	Iteration 22Q: 3 clusters Score -33221.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33224.847656 Penalty: 608.413391
	Iteration 23Q: 3 clusters Score -33224.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33225.335938 Penalty: 608.413391
	Iteration 24Q: 3 clusters Score -33225.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33226.144531 Penalty: 608.413391
	Iteration 25Q: 3 clusters Score -33226.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33226.218750 Penalty: 608.413391
	Iteration 26Q: 3 clusters Score -33226.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33226.652344 Penalty: 608.413391
	Iteration 27Q: 3 clusters Score -33226.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33226.652344 Penalty: 608.413391
	Iteration 28F: 3 clusters Score -33226.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Entering Unmasked Estep 
Score: -1453296.375000 Penalty: 473.385712
	Iteration 0F: 2 clusters Score -1453296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1431209.375000 Penalty: 946.771423
	Iteration 0F: 3 clusters Score -1431209 nChanged 15850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1440515.000000 Penalty: 946.771423
	Iteration 1F: 3 clusters Score -1440515 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1440940.625000 Penalty: 946.771423
	Iteration 2Q: 3 clusters Score -1440941 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1441435.625000 Penalty: 946.771423
	Iteration 3Q: 3 clusters Score -1441436 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1441977.750000 Penalty: 946.771423
	Iteration 4Q: 3 clusters Score -1441978 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1442590.125000 Penalty: 946.771423
	Iteration 5Q: 3 clusters Score -1442590 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1443287.125000 Penalty: 946.771423
	Iteration 6Q: 3 clusters Score -1443287 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1444099.625000 Penalty: 946.771423
	Iteration 7Q: 3 clusters Score -1444100 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1445153.125000 Penalty: 946.771423
	Iteration 8Q: 3 clusters Score -1445153 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1446600.750000 Penalty: 946.771423
	Iteration 9F: 3 clusters Score -1446601 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -1448494.250000 Penalty: 946.771423
	Iteration 10F: 3 clusters Score -1448494 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -1449964.000000 Penalty: 946.771423
	Iteration 11Q: 3 clusters Score -1449964 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -1450780.250000 Penalty: 946.771423
	Iteration 12Q: 3 clusters Score -1450780 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -1451379.750000 Penalty: 946.771423
	Iteration 13Q: 3 clusters Score -1451380 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -1451830.000000 Penalty: 946.771423
	Iteration 14Q: 3 clusters Score -1451830 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1452152.500000 Penalty: 946.771423
	Iteration 15Q: 3 clusters Score -1452152 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -1452420.875000 Penalty: 946.771423
	Iteration 16Q: 3 clusters Score -1452421 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -1452609.750000 Penalty: 946.771423
	Iteration 17Q: 3 clusters Score -1452610 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -1452738.250000 Penalty: 946.771423
	Iteration 18Q: 3 clusters Score -1452738 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -1452837.375000 Penalty: 946.771423
	Iteration 19Q: 3 clusters Score -1452837 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -1452914.375000 Penalty: 946.771423
	Iteration 20F: 3 clusters Score -1452914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -1452959.625000 Penalty: 946.771423
	Iteration 21Q: 3 clusters Score -1452960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -1452986.625000 Penalty: 946.771423
	Iteration 22Q: 3 clusters Score -1452987 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -1453015.375000 Penalty: 946.771423
	Iteration 23Q: 3 clusters Score -1453015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -1453038.125000 Penalty: 946.771423
	Iteration 24Q: 3 clusters Score -1453038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -1453059.000000 Penalty: 946.771423
	Iteration 25Q: 3 clusters Score -1453059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -1453079.750000 Penalty: 946.771423
	Iteration 26Q: 3 clusters Score -1453080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -1453087.125000 Penalty: 946.771423
	Iteration 27Q: 3 clusters Score -1453087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -1453102.875000 Penalty: 946.771423
	Iteration 28Q: 3 clusters Score -1453103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -1453108.625000 Penalty: 946.771423
	Iteration 29Q: 3 clusters Score -1453109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -1453111.000000 Penalty: 946.771423
	Iteration 30Q: 3 clusters Score -1453111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -1453117.125000 Penalty: 946.771423
	Iteration 31Q: 3 clusters Score -1453117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -1453121.500000 Penalty: 946.771423
	Iteration 32Q: 3 clusters Score -1453122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -1453119.625000 Penalty: 946.771423
	Iteration 33Q: 3 clusters Score -1453120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -1453119.375000 Penalty: 946.771423
	Iteration 34Q: 3 clusters Score -1453119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -1453119.375000 Penalty: 946.771423
	Iteration 35F: 3 clusters Score -1453119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -93226.929688 Penalty: 349.636749
	Iteration 0F: 2 clusters Score -93226.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -91690.578125 Penalty: 699.273499
	Iteration 0F: 3 clusters Score -91690.58 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -92226.757812 Penalty: 699.273499
	Iteration 1F: 3 clusters Score -92226.76 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92368.843750 Penalty: 699.273499
	Iteration 2F: 3 clusters Score -92368.84 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92486.937500 Penalty: 699.273499
	Iteration 3F: 3 clusters Score -92486.94 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92579.031250 Penalty: 699.273499
	Iteration 4F: 3 clusters Score -92579.03 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -92656.476562 Penalty: 699.273499
	Iteration 5F: 3 clusters Score -92656.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92706.070312 Penalty: 699.273499
	Iteration 6Q: 3 clusters Score -92706.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92744.929688 Penalty: 699.273499
	Iteration 7Q: 3 clusters Score -92744.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -92769.773438 Penalty: 699.273499
	Iteration 8Q: 3 clusters Score -92769.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92795.851562 Penalty: 699.273499
	Iteration 9Q: 3 clusters Score -92795.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92820.039062 Penalty: 699.273499
	Iteration 10Q: 3 clusters Score -92820.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92839.007812 Penalty: 699.273499
	Iteration 11Q: 3 clusters Score -92839.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92854.445312 Penalty: 699.273499
	Iteration 12Q: 3 clusters Score -92854.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92866.648438 Penalty: 699.273499
	Iteration 13Q: 3 clusters Score -92866.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92878.039062 Penalty: 699.273499
	Iteration 14Q: 3 clusters Score -92878.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92888.507812 Penalty: 699.273499
	Iteration 15Q: 3 clusters Score -92888.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92900.218750 Penalty: 699.273499
	Iteration 16Q: 3 clusters Score -92900.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -92915.968750 Penalty: 699.273499
	Iteration 17Q: 3 clusters Score -92915.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -92930.085938 Penalty: 699.273499
	Iteration 18Q: 3 clusters Score -92930.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -92945.953125 Penalty: 699.273499
	Iteration 19Q: 3 clusters Score -92945.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -92958.296875 Penalty: 699.273499
	Iteration 20F: 3 clusters Score -92958.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -92972.210938 Penalty: 699.273499
	Iteration 21Q: 3 clusters Score -92972.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -92982.421875 Penalty: 699.273499
	Iteration 22Q: 3 clusters Score -92982.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -92987.867188 Penalty: 699.273499
	Iteration 23Q: 3 clusters Score -92987.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -92991.515625 Penalty: 699.273499
	Iteration 24Q: 3 clusters Score -92991.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -92993.679688 Penalty: 699.273499
	Iteration 25Q: 3 clusters Score -92993.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -92994.718750 Penalty: 699.273499
	Iteration 26Q: 3 clusters Score -92994.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -92995.867188 Penalty: 699.273499
	Iteration 27Q: 3 clusters Score -92995.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -92995.867188 Penalty: 699.273499
	Iteration 28F: 3 clusters Score -92995.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (148696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Entering Unmasked Estep 
Score: -6883673.000000 Penalty: 541.889526
	Iteration 0F: 2 clusters Score -6883673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 74376 members 
Entering Unmasked Estep 
Score: -6784400.000000 Penalty: 1083.779053
	Iteration 0F: 3 clusters Score -6784400 nChanged 72703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -6831966.500000 Penalty: 1083.779053
	Iteration 1F: 3 clusters Score -6831966 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -6837471.000000 Penalty: 1083.779053
	Iteration 2F: 3 clusters Score -6837471 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -6845996.500000 Penalty: 1083.779053
	Iteration 3F: 3 clusters Score -6845996 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -6856959.500000 Penalty: 1083.779053
	Iteration 4F: 3 clusters Score -6856960 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -6865153.000000 Penalty: 1083.779053
	Iteration 5F: 3 clusters Score -6865153 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -6868227.500000 Penalty: 1083.779053
	Iteration 6Q: 3 clusters Score -6868228 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -6869668.500000 Penalty: 1083.779053
	Iteration 7Q: 3 clusters Score -6869668 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -6870769.500000 Penalty: 1083.779053
	Iteration 8Q: 3 clusters Score -6870770 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -6871481.500000 Penalty: 1083.779053
	Iteration 9Q: 3 clusters Score -6871482 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6872059.000000 Penalty: 1083.779053
	Iteration 10Q: 3 clusters Score -6872059 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -6872567.500000 Penalty: 1083.779053
	Iteration 11Q: 3 clusters Score -6872568 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -6872893.500000 Penalty: 1083.779053
	Iteration 12Q: 3 clusters Score -6872894 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -6873130.000000 Penalty: 1083.779053
	Iteration 13Q: 3 clusters Score -6873130 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -6873264.500000 Penalty: 1083.779053
	Iteration 14Q: 3 clusters Score -6873264 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -6873352.500000 Penalty: 1083.779053
	Iteration 15Q: 3 clusters Score -6873352 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -6873402.000000 Penalty: 1083.779053
	Iteration 16Q: 3 clusters Score -6873402 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -6873482.500000 Penalty: 1083.779053
	Iteration 17Q: 3 clusters Score -6873482 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -6873546.000000 Penalty: 1083.779053
	Iteration 18Q: 3 clusters Score -6873546 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -6873581.500000 Penalty: 1083.779053
	Iteration 19Q: 3 clusters Score -6873582 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -6873586.000000 Penalty: 1083.779053
	Iteration 20F: 3 clusters Score -6873586 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -6873607.000000 Penalty: 1083.779053
	Iteration 21Q: 3 clusters Score -6873607 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -6873622.500000 Penalty: 1083.779053
	Iteration 22Q: 3 clusters Score -6873622 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -6873605.000000 Penalty: 1083.779053
	Iteration 23Q: 3 clusters Score -6873605 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -6873575.500000 Penalty: 1083.779053
	Iteration 24Q: 3 clusters Score -6873576 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -6873569.000000 Penalty: 1083.779053
	Iteration 25Q: 3 clusters Score -6873569 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -6873542.500000 Penalty: 1083.779053
	Iteration 26Q: 3 clusters Score -6873542 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -6873519.500000 Penalty: 1083.779053
	Iteration 27Q: 3 clusters Score -6873520 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -6873502.500000 Penalty: 1083.779053
	Iteration 28Q: 3 clusters Score -6873502 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -6873503.500000 Penalty: 1083.779053
	Iteration 29Q: 3 clusters Score -6873504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -6873495.500000 Penalty: 1083.779053
	Iteration 30Q: 3 clusters Score -6873496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -6873491.000000 Penalty: 1083.779053
	Iteration 31Q: 3 clusters Score -6873491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -6873480.000000 Penalty: 1083.779053
	Iteration 32Q: 3 clusters Score -6873480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -6873459.500000 Penalty: 1083.779053
	Iteration 33Q: 3 clusters Score -6873460 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -6873456.000000 Penalty: 1083.779053
	Iteration 34Q: 3 clusters Score -6873456 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -6873446.500000 Penalty: 1083.779053
	Iteration 35Q: 3 clusters Score -6873446 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -6873444.500000 Penalty: 1083.779053
	Iteration 36Q: 3 clusters Score -6873444 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -6873456.500000 Penalty: 1083.779053
	Iteration 37Q: 3 clusters Score -6873456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -6873459.000000 Penalty: 1083.779053
	Iteration 38Q: 3 clusters Score -6873459 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -6873456.000000 Penalty: 1083.779053
	Iteration 39Q: 3 clusters Score -6873456 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -6873419.500000 Penalty: 1083.779053
	Iteration 40F: 3 clusters Score -6873420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -6873398.000000 Penalty: 1083.779053
	Iteration 41Q: 3 clusters Score -6873398 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -6873372.500000 Penalty: 1083.779053
	Iteration 42Q: 3 clusters Score -6873372 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -6873350.000000 Penalty: 1083.779053
	Iteration 43Q: 3 clusters Score -6873350 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -6873355.000000 Penalty: 1083.779053
	Iteration 44Q: 3 clusters Score -6873355 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -6873340.500000 Penalty: 1083.779053
	Iteration 45Q: 3 clusters Score -6873340 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -6873359.500000 Penalty: 1083.779053
	Iteration 46Q: 3 clusters Score -6873360 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -6873320.000000 Penalty: 1083.779053
	Iteration 47Q: 3 clusters Score -6873320 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -6873312.000000 Penalty: 1083.779053
	Iteration 48Q: 3 clusters Score -6873312 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -6873318.000000 Penalty: 1083.779053
	Iteration 49Q: 3 clusters Score -6873318 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -6873331.000000 Penalty: 1083.779053
	Iteration 50Q: 3 clusters Score -6873331 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -6873301.000000 Penalty: 1083.779053
	Iteration 51Q: 3 clusters Score -6873301 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -6873282.000000 Penalty: 1083.779053
	Iteration 52Q: 3 clusters Score -6873282 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -6873302.500000 Penalty: 1083.779053
	Iteration 53Q: 3 clusters Score -6873302 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -6873295.500000 Penalty: 1083.779053
	Iteration 54Q: 3 clusters Score -6873296 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -6873247.500000 Penalty: 1083.779053
	Iteration 55Q: 3 clusters Score -6873248 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -6873217.000000 Penalty: 1083.779053
	Iteration 56Q: 3 clusters Score -6873217 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -6873212.500000 Penalty: 1083.779053
	Iteration 57Q: 3 clusters Score -6873212 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -6873219.000000 Penalty: 1083.779053
	Iteration 58Q: 3 clusters Score -6873219 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -6873203.000000 Penalty: 1083.779053
	Iteration 59Q: 3 clusters Score -6873203 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -6873188.500000 Penalty: 1083.779053
	Iteration 60F: 3 clusters Score -6873188 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -6873194.000000 Penalty: 1083.779053
	Iteration 61Q: 3 clusters Score -6873194 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -6873201.000000 Penalty: 1083.779053
	Iteration 62Q: 3 clusters Score -6873201 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -6873233.000000 Penalty: 1083.779053
	Iteration 63Q: 3 clusters Score -6873233 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -6873224.500000 Penalty: 1083.779053
	Iteration 64Q: 3 clusters Score -6873224 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -6873229.000000 Penalty: 1083.779053
	Iteration 65Q: 3 clusters Score -6873229 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -6873221.000000 Penalty: 1083.779053
	Iteration 66Q: 3 clusters Score -6873221 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -6873212.000000 Penalty: 1083.779053
	Iteration 67Q: 3 clusters Score -6873212 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -6873199.500000 Penalty: 1083.779053
	Iteration 68Q: 3 clusters Score -6873200 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6873220 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72122 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6873250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6873248 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6873270 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6873260 nChanged 574
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6873274 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6873290 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6873306 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -6873341.500000 Penalty: 1083.779053
	Iteration 77Q: 3 clusters Score -6873342 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6873344 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6873404 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6873421 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6873404 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6873416 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6873410 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6873468 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6873495 nChanged 608
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6873514 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6873561 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6873576 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6873611 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6873613 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6873641 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6873652 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6873656 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6873668 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6873654 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6873673 nChanged 546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6873692 nChanged 512
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Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6873704 nChanged 552
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Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6873726 nChanged 560
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Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6873762 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6873770 nChanged 545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6873770 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 95530 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6873838 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6873942 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 96777 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6873972 nChanged 611
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6874011 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6874024 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6874092 nChanged 756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6874154 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6874240 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6874279 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6874334 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6874373 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6874416 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6874402 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6874465 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6874549 nChanged 748
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6874638 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 106819 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6874711 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6874778 nChanged 679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6874848 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6874919 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6874942 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 110134 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6874958 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6875008 nChanged 697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6875106 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 112220 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6875186 nChanged 797
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 113017 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6875292 nChanged 727
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6875380 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6875476 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6875562 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6875623 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6875738 nChanged 839
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6875864 nChanged 838
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6875990 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6876127 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6876290 nChanged 864
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Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 121157 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6876422 nChanged 865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6876544 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6876685 nChanged 910
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6876814 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6876987 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 125607 members 
Entering Unmasked Estep 
Score: -6877139.500000 Penalty: 1083.779053
	Iteration 143Q: 3 clusters Score -6877140 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6877324 nChanged 909
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6877488 nChanged 885
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Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6877654 nChanged 931
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 129223 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6877873 nChanged 1013
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Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 130236 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6878112 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6878376 nChanged 1058
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6878684 nChanged 1027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6878958 nChanged 1174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 134562 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6879254 nChanged 1154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 135716 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6879566 nChanged 1084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 136800 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6879864 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -6880111.500000 Penalty: 1083.779053
	Iteration 155Q: 3 clusters Score -6880112 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 138772 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6880378 nChanged 889
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6880606 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -6880842.000000 Penalty: 1083.779053
	Iteration 158Q: 3 clusters Score -6880842 nChanged 818
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 141326 members 
Entering Unmasked Estep 
Score: -6881085.500000 Penalty: 1083.779053
	Iteration 159Q: 3 clusters Score -6881086 nChanged 727
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -6881294.500000 Penalty: 1083.779053
	Iteration 160F: 3 clusters Score -6881294 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 142728 members 
Entering Unmasked Estep 
Score: -6881465.500000 Penalty: 1083.779053
	Iteration 161Q: 3 clusters Score -6881466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 143372 members 
Entering Unmasked Estep 
Score: -6881661.500000 Penalty: 1083.779053
	Iteration 162Q: 3 clusters Score -6881662 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -6881841.500000 Penalty: 1083.779053
	Iteration 163Q: 3 clusters Score -6881842 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -6881969.000000 Penalty: 1083.779053
	Iteration 164Q: 3 clusters Score -6881969 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 144995 members 
Entering Unmasked Estep 
Score: -6882141.000000 Penalty: 1083.779053
	Iteration 165Q: 3 clusters Score -6882141 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -6882260.000000 Penalty: 1083.779053
	Iteration 166Q: 3 clusters Score -6882260 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -6882407.000000 Penalty: 1083.779053
	Iteration 167Q: 3 clusters Score -6882407 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 146178 members 
Entering Unmasked Estep 
Score: -6882530.000000 Penalty: 1083.779053
	Iteration 168Q: 3 clusters Score -6882530 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 146470 members 
Entering Unmasked Estep 
Score: -6882636.000000 Penalty: 1083.779053
	Iteration 169Q: 3 clusters Score -6882636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -6882713.500000 Penalty: 1083.779053
	Iteration 170Q: 3 clusters Score -6882714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -6882796.000000 Penalty: 1083.779053
	Iteration 171Q: 3 clusters Score -6882796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -6882859.500000 Penalty: 1083.779053
	Iteration 172Q: 3 clusters Score -6882860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 147316 members 
Entering Unmasked Estep 
Score: -6882914.000000 Penalty: 1083.779053
	Iteration 173Q: 3 clusters Score -6882914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -6882952.500000 Penalty: 1083.779053
	Iteration 174Q: 3 clusters Score -6882952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -6882996.000000 Penalty: 1083.779053
	Iteration 175Q: 3 clusters Score -6882996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -6883035.500000 Penalty: 1083.779053
	Iteration 176Q: 3 clusters Score -6883036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -6883052.500000 Penalty: 1083.779053
	Iteration 177Q: 3 clusters Score -6883052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -6883087.000000 Penalty: 1083.779053
	Iteration 178Q: 3 clusters Score -6883087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -6883105.000000 Penalty: 1083.779053
	Iteration 179Q: 3 clusters Score -6883105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -6883119.500000 Penalty: 1083.779053
	Iteration 180F: 3 clusters Score -6883120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -6883139.000000 Penalty: 1083.779053
	Iteration 181Q: 3 clusters Score -6883139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -6883160.500000 Penalty: 1083.779053
	Iteration 182Q: 3 clusters Score -6883160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -6883166.500000 Penalty: 1083.779053
	Iteration 183Q: 3 clusters Score -6883166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -6883182.000000 Penalty: 1083.779053
	Iteration 184Q: 3 clusters Score -6883182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 148163 members 
Entering Unmasked Estep 
Score: -6883188.000000 Penalty: 1083.779053
	Iteration 185Q: 3 clusters Score -6883188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -6883193.000000 Penalty: 1083.779053
	Iteration 186Q: 3 clusters Score -6883193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 148200 members 
Entering Unmasked Estep 
Score: -6883194.500000 Penalty: 1083.779053
	Iteration 187Q: 3 clusters Score -6883194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -6883199.000000 Penalty: 1083.779053
	Iteration 188Q: 3 clusters Score -6883199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 148219 members 
Entering Unmasked Estep 
Score: -6883204.000000 Penalty: 1083.779053
	Iteration 189Q: 3 clusters Score -6883204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -6883207.000000 Penalty: 1083.779053
	Iteration 190Q: 3 clusters Score -6883207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -6883207.000000 Penalty: 1083.779053
	Iteration 191Q: 3 clusters Score -6883207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -6883203.500000 Penalty: 1083.779053
	Iteration 192Q: 3 clusters Score -6883204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 148241 members 
Entering Unmasked Estep 
Score: -6883202.500000 Penalty: 1083.779053
	Iteration 193Q: 3 clusters Score -6883202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -6883209.000000 Penalty: 1083.779053
	Iteration 194Q: 3 clusters Score -6883209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -6883208.000000 Penalty: 1083.779053
	Iteration 195Q: 3 clusters Score -6883208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 148258 members 
Entering Unmasked Estep 
Score: -6883208.000000 Penalty: 1083.779053
	Iteration 196Q: 3 clusters Score -6883208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 148268 members 
Entering Unmasked Estep 
Score: -6883212.500000 Penalty: 1083.779053
	Iteration 197Q: 3 clusters Score -6883212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 148274 members 
Entering Unmasked Estep 
Score: -6883219.500000 Penalty: 1083.779053
	Iteration 198Q: 3 clusters Score -6883220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -6883222.000000 Penalty: 1083.779053
	Iteration 199Q: 3 clusters Score -6883222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -6883224.000000 Penalty: 1083.779053
	Iteration 200F: 3 clusters Score -6883224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -6883223.000000 Penalty: 1083.779053
	Iteration 201Q: 3 clusters Score -6883223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -6883226.000000 Penalty: 1083.779053
	Iteration 202Q: 3 clusters Score -6883226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -6883223.500000 Penalty: 1083.779053
	Iteration 203Q: 3 clusters Score -6883224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -6883226.500000 Penalty: 1083.779053
	Iteration 204Q: 3 clusters Score -6883226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -6883232.500000 Penalty: 1083.779053
	Iteration 205Q: 3 clusters Score -6883232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -6883234.000000 Penalty: 1083.779053
	Iteration 206Q: 3 clusters Score -6883234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -6883231.500000 Penalty: 1083.779053
	Iteration 207Q: 3 clusters Score -6883232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -6883236.000000 Penalty: 1083.779053
	Iteration 208Q: 3 clusters Score -6883236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -6883236.000000 Penalty: 1083.779053
	Iteration 209Q: 3 clusters Score -6883236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 148307 members 
Entering Unmasked Estep 
Score: -6883246.000000 Penalty: 1083.779053
	Iteration 210Q: 3 clusters Score -6883246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 148308 members 
Entering Unmasked Estep 
Score: -6883248.500000 Penalty: 1083.779053
	Iteration 211Q: 3 clusters Score -6883248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -6883247.000000 Penalty: 1083.779053
	Iteration 212Q: 3 clusters Score -6883247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -6883249.500000 Penalty: 1083.779053
	Iteration 213Q: 3 clusters Score -6883250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -6883255.000000 Penalty: 1083.779053
	Iteration 214Q: 3 clusters Score -6883255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -6883257.000000 Penalty: 1083.779053
	Iteration 215Q: 3 clusters Score -6883257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -6883258.500000 Penalty: 1083.779053
	Iteration 216Q: 3 clusters Score -6883258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -6883260.000000 Penalty: 1083.779053
	Iteration 217Q: 3 clusters Score -6883260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -6883265.500000 Penalty: 1083.779053
	Iteration 218Q: 3 clusters Score -6883266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 148349 members 
Entering Unmasked Estep 
Score: -6883268.500000 Penalty: 1083.779053
	Iteration 219Q: 3 clusters Score -6883268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -6883267.000000 Penalty: 1083.779053
	Iteration 220F: 3 clusters Score -6883267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148357 members 
Entering Unmasked Estep 
Score: -6883267.000000 Penalty: 1083.779053
	Iteration 221Q: 3 clusters Score -6883267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 148359 members 
Entering Unmasked Estep 
Score: -6883271.000000 Penalty: 1083.779053
	Iteration 222Q: 3 clusters Score -6883271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 148365 members 
Entering Unmasked Estep 
Score: -6883267.500000 Penalty: 1083.779053
	Iteration 223Q: 3 clusters Score -6883268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -6883269.500000 Penalty: 1083.779053
	Iteration 224Q: 3 clusters Score -6883270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 148374 members 
Entering Unmasked Estep 
Score: -6883277.000000 Penalty: 1083.779053
	Iteration 225Q: 3 clusters Score -6883277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -6883278.500000 Penalty: 1083.779053
	Iteration 226Q: 3 clusters Score -6883278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -6883278.500000 Penalty: 1083.779053
	Iteration 227F: 3 clusters Score -6883278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16051.691406 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16051.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15654.447266 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15654.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15744.338867 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15744.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15764.822266 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15764.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15769.658203 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15769.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15770.398438 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15771.438477 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15771.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15772.759766 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15772.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15775.141602 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15775.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15776.397461 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15780.387695 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15780.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15785.796875 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15789.143555 Penalty: 538.619324
	Iteration 11Q: 3 clusters Score -15789.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15791.138672 Penalty: 538.619324
	Iteration 12Q: 3 clusters Score -15791.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15791.768555 Penalty: 538.619324
	Iteration 13Q: 3 clusters Score -15791.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15792.083984 Penalty: 538.619324
	Iteration 14Q: 3 clusters Score -15792.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15792.083984 Penalty: 538.619324
	Iteration 15F: 3 clusters Score -15792.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8898.369141 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8898.369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8962.680664 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8962.681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8979.269531 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8979.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8981.529297 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8981.529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8982.809570 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8982.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8983.401367 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8983.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8983.401367 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -8983.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -61449.000000 Penalty: 327.991333
	Iteration 0F: 2 clusters Score -61449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60430.058594 Penalty: 655.982666
	Iteration 0F: 3 clusters Score -60430.06 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -60740.164062 Penalty: 655.982666
	Iteration 1F: 3 clusters Score -60740.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60793.589844 Penalty: 655.982666
	Iteration 2F: 3 clusters Score -60793.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60830.105469 Penalty: 655.982666
	Iteration 3F: 3 clusters Score -60830.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -60858.855469 Penalty: 655.982666
	Iteration 4Q: 3 clusters Score -60858.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60880.062500 Penalty: 655.982666
	Iteration 5Q: 3 clusters Score -60880.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60899.816406 Penalty: 655.982666
	Iteration 6Q: 3 clusters Score -60899.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -60920.656250 Penalty: 655.982666
	Iteration 7Q: 3 clusters Score -60920.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60948.714844 Penalty: 655.982666
	Iteration 8Q: 3 clusters Score -60948.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60975.355469 Penalty: 655.982666
	Iteration 9Q: 3 clusters Score -60975.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60996.195312 Penalty: 655.982666
	Iteration 10Q: 3 clusters Score -60996.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61013.496094 Penalty: 655.982666
	Iteration 11Q: 3 clusters Score -61013.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61040.886719 Penalty: 655.982666
	Iteration 12Q: 3 clusters Score -61040.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61075.519531 Penalty: 655.982666
	Iteration 13Q: 3 clusters Score -61075.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61096.687500 Penalty: 655.982666
	Iteration 14Q: 3 clusters Score -61096.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61108.292969 Penalty: 655.982666
	Iteration 15Q: 3 clusters Score -61108.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61126.476562 Penalty: 655.982666
	Iteration 16Q: 3 clusters Score -61126.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61135.207031 Penalty: 655.982666
	Iteration 17Q: 3 clusters Score -61135.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61141.042969 Penalty: 655.982666
	Iteration 18Q: 3 clusters Score -61141.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61143.800781 Penalty: 655.982666
	Iteration 19Q: 3 clusters Score -61143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61146.320312 Penalty: 655.982666
	Iteration 20F: 3 clusters Score -61146.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61148.339844 Penalty: 655.982666
	Iteration 21Q: 3 clusters Score -61148.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61149.031250 Penalty: 655.982666
	Iteration 22Q: 3 clusters Score -61149.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61149.929688 Penalty: 655.982666
	Iteration 23Q: 3 clusters Score -61149.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61150.960938 Penalty: 655.982666
	Iteration 24Q: 3 clusters Score -61150.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61152.312500 Penalty: 655.982666
	Iteration 25Q: 3 clusters Score -61152.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61154.218750 Penalty: 655.982666
	Iteration 26Q: 3 clusters Score -61154.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61158.945312 Penalty: 655.982666
	Iteration 27Q: 3 clusters Score -61158.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61162.152344 Penalty: 655.982666
	Iteration 28Q: 3 clusters Score -61162.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61167.320312 Penalty: 655.982666
	Iteration 29Q: 3 clusters Score -61167.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61173.386719 Penalty: 655.982666
	Iteration 30Q: 3 clusters Score -61173.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61182.046875 Penalty: 655.982666
	Iteration 31Q: 3 clusters Score -61182.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61184.613281 Penalty: 655.982666
	Iteration 32Q: 3 clusters Score -61184.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61185.128906 Penalty: 655.982666
	Iteration 33Q: 3 clusters Score -61185.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61185.523438 Penalty: 655.982666
	Iteration 34Q: 3 clusters Score -61185.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61185.523438 Penalty: 655.982666
	Iteration 35F: 3 clusters Score -61185.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -109419.953125 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -109420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -107819.687500 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -107819.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -108332.679688 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -108332.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -108395.929688 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -108395.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -108449.617188 Penalty: 704.598083
	Iteration 3Q: 3 clusters Score -108449.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -108499.984375 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -108500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -108540.312500 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -108540.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -108573.062500 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -108573.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -108608.960938 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -108609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -108655.406250 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -108655.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108716.945312 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -108716.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -108798.671875 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -108798.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108878.679688 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -108878.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108950.468750 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -108950.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -108995.078125 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -108995.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109016.992188 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -109017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109040.898438 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -109040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -109053.906250 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -109053.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109065.335938 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -109065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109079.226562 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -109079.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109094.093750 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -109094.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109102.101562 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -109102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -109105.554688 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -109105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -109108.164062 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -109108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -109109.734375 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -109109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -109110.117188 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -109110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -109110.250000 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -109110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -109110.281250 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -109110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -109110.281250 Penalty: 704.598083
	Iteration 27F: 3 clusters Score -109110.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Entering Unmasked Estep 
Score: -191736.765625 Penalty: 379.610046
	Iteration 0F: 2 clusters Score -191736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -188881.093750 Penalty: 759.220093
	Iteration 0F: 3 clusters Score -188881.1 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -190070.390625 Penalty: 759.220093
	Iteration 1F: 3 clusters Score -190070.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -190222.765625 Penalty: 759.220093
	Iteration 2F: 3 clusters Score -190222.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -190377.937500 Penalty: 759.220093
	Iteration 3F: 3 clusters Score -190377.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190565.234375 Penalty: 759.220093
	Iteration 4F: 3 clusters Score -190565.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190793.125000 Penalty: 759.220093
	Iteration 5F: 3 clusters Score -190793.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190938.671875 Penalty: 759.220093
	Iteration 6Q: 3 clusters Score -190938.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -191036.281250 Penalty: 759.220093
	Iteration 7Q: 3 clusters Score -191036.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191121.578125 Penalty: 759.220093
	Iteration 8Q: 3 clusters Score -191121.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -191187.109375 Penalty: 759.220093
	Iteration 9Q: 3 clusters Score -191187.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -191230.187500 Penalty: 759.220093
	Iteration 10Q: 3 clusters Score -191230.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -191268.531250 Penalty: 759.220093
	Iteration 11Q: 3 clusters Score -191268.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -191314.625000 Penalty: 759.220093
	Iteration 12Q: 3 clusters Score -191314.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -191339.593750 Penalty: 759.220093
	Iteration 13Q: 3 clusters Score -191339.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -191352.328125 Penalty: 759.220093
	Iteration 14Q: 3 clusters Score -191352.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -191360.718750 Penalty: 759.220093
	Iteration 15Q: 3 clusters Score -191360.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -191364.062500 Penalty: 759.220093
	Iteration 16Q: 3 clusters Score -191364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -191365.500000 Penalty: 759.220093
	Iteration 17Q: 3 clusters Score -191365.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -191365.500000 Penalty: 759.220093
	Iteration 18F: 3 clusters Score -191365.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Entering Unmasked Estep 
Score: -3223848.000000 Penalty: 505.658447
	Iteration 0F: 2 clusters Score -3223848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3178709.250000 Penalty: 1011.316895
	Iteration 0F: 3 clusters Score -3178709 nChanged 32590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3199215.250000 Penalty: 1011.316895
	Iteration 1F: 3 clusters Score -3199215 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3200788.750000 Penalty: 1011.316895
	Iteration 2F: 3 clusters Score -3200789 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3202999.500000 Penalty: 1011.316895
	Iteration 3F: 3 clusters Score -3203000 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3206240.500000 Penalty: 1011.316895
	Iteration 4F: 3 clusters Score -3206240 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3210239.250000 Penalty: 1011.316895
	Iteration 5F: 3 clusters Score -3210239 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3213847.000000 Penalty: 1011.316895
	Iteration 6F: 3 clusters Score -3213847 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3216144.250000 Penalty: 1011.316895
	Iteration 7F: 3 clusters Score -3216144 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3217213.500000 Penalty: 1011.316895
	Iteration 8Q: 3 clusters Score -3217214 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3217737.750000 Penalty: 1011.316895
	Iteration 9Q: 3 clusters Score -3217738 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3218098.000000 Penalty: 1011.316895
	Iteration 10Q: 3 clusters Score -3218098 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3218395.000000 Penalty: 1011.316895
	Iteration 11Q: 3 clusters Score -3218395 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3218693.500000 Penalty: 1011.316895
	Iteration 12Q: 3 clusters Score -3218694 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3218992.000000 Penalty: 1011.316895
	Iteration 13Q: 3 clusters Score -3218992 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3219292.750000 Penalty: 1011.316895
	Iteration 14Q: 3 clusters Score -3219293 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3219607.000000 Penalty: 1011.316895
	Iteration 15Q: 3 clusters Score -3219607 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3219910.250000 Penalty: 1011.316895
	Iteration 16Q: 3 clusters Score -3219910 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3220161.000000 Penalty: 1011.316895
	Iteration 17Q: 3 clusters Score -3220161 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3220426.500000 Penalty: 1011.316895
	Iteration 18Q: 3 clusters Score -3220426 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3220704.750000 Penalty: 1011.316895
	Iteration 19Q: 3 clusters Score -3220705 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3221010.250000 Penalty: 1011.316895
	Iteration 20F: 3 clusters Score -3221010 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3221325.750000 Penalty: 1011.316895
	Iteration 21Q: 3 clusters Score -3221326 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3221623.750000 Penalty: 1011.316895
	Iteration 22Q: 3 clusters Score -3221624 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3221884.500000 Penalty: 1011.316895
	Iteration 23Q: 3 clusters Score -3221884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3222121.500000 Penalty: 1011.316895
	Iteration 24Q: 3 clusters Score -3222122 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3222362.750000 Penalty: 1011.316895
	Iteration 25Q: 3 clusters Score -3222363 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3222562.500000 Penalty: 1011.316895
	Iteration 26Q: 3 clusters Score -3222562 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3222720.000000 Penalty: 1011.316895
	Iteration 27Q: 3 clusters Score -3222720 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3222844.500000 Penalty: 1011.316895
	Iteration 28Q: 3 clusters Score -3222844 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3222951.750000 Penalty: 1011.316895
	Iteration 29Q: 3 clusters Score -3222952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3223061.250000 Penalty: 1011.316895
	Iteration 30Q: 3 clusters Score -3223061 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3223162.000000 Penalty: 1011.316895
	Iteration 31Q: 3 clusters Score -3223162 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3223238.750000 Penalty: 1011.316895
	Iteration 32Q: 3 clusters Score -3223239 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3223293.250000 Penalty: 1011.316895
	Iteration 33Q: 3 clusters Score -3223293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3223348.500000 Penalty: 1011.316895
	Iteration 34Q: 3 clusters Score -3223348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3223373.000000 Penalty: 1011.316895
	Iteration 35Q: 3 clusters Score -3223373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3223397.750000 Penalty: 1011.316895
	Iteration 36Q: 3 clusters Score -3223398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3223426.250000 Penalty: 1011.316895
	Iteration 37Q: 3 clusters Score -3223426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3223439.500000 Penalty: 1011.316895
	Iteration 38Q: 3 clusters Score -3223440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3223452.000000 Penalty: 1011.316895
	Iteration 39Q: 3 clusters Score -3223452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3223454.500000 Penalty: 1011.316895
	Iteration 40F: 3 clusters Score -3223454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3223454.000000 Penalty: 1011.316895
	Iteration 41Q: 3 clusters Score -3223454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3223461.500000 Penalty: 1011.316895
	Iteration 42Q: 3 clusters Score -3223462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3223464.500000 Penalty: 1011.316895
	Iteration 43Q: 3 clusters Score -3223464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3223471.750000 Penalty: 1011.316895
	Iteration 44Q: 3 clusters Score -3223472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3223481.500000 Penalty: 1011.316895
	Iteration 45Q: 3 clusters Score -3223482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3223483.000000 Penalty: 1011.316895
	Iteration 46Q: 3 clusters Score -3223483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3223483.750000 Penalty: 1011.316895
	Iteration 47Q: 3 clusters Score -3223484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66390 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3223483.750000 Penalty: 1011.316895
	Iteration 48Q: 3 clusters Score -3223484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3223488.750000 Penalty: 1011.316895
	Iteration 49Q: 3 clusters Score -3223489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3223494.750000 Penalty: 1011.316895
	Iteration 50Q: 3 clusters Score -3223495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3223495.250000 Penalty: 1011.316895
	Iteration 51Q: 3 clusters Score -3223495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3223499.000000 Penalty: 1011.316895
	Iteration 52Q: 3 clusters Score -3223499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3223496.250000 Penalty: 1011.316895
	Iteration 53Q: 3 clusters Score -3223496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3223502.000000 Penalty: 1011.316895
	Iteration 54Q: 3 clusters Score -3223502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3223507.000000 Penalty: 1011.316895
	Iteration 55Q: 3 clusters Score -3223507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3223512.500000 Penalty: 1011.316895
	Iteration 56Q: 3 clusters Score -3223512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3223514.750000 Penalty: 1011.316895
	Iteration 57Q: 3 clusters Score -3223515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3223514.000000 Penalty: 1011.316895
	Iteration 58Q: 3 clusters Score -3223514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3223514.000000 Penalty: 1011.316895
	Iteration 59F: 3 clusters Score -3223514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -20253.722656 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -20253.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19815.654297 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -19815.65 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19914.664062 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -19914.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19927.642578 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -19927.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19937.851562 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -19937.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19947.763672 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -19947.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19956.355469 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -19956.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -19968.767578 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -19968.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19979.123047 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -19979.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20007.162109 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -20007.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -20029.214844 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -20029.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20036.476562 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -20036.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20042.160156 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -20042.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20049.638672 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -20049.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20053.759766 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -20053.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20054.078125 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -20054.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20054.078125 Penalty: 557.743591
	Iteration 15F: 3 clusters Score -20054.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Entering Unmasked Estep 
Score: -1251365.375000 Penalty: 462.432373
	Iteration 0F: 2 clusters Score -1251365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1234162.875000 Penalty: 924.864746
	Iteration 0F: 3 clusters Score -1234163 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1242249.625000 Penalty: 924.864746
	Iteration 1F: 3 clusters Score -1242250 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1243386.000000 Penalty: 924.864746
	Iteration 2F: 3 clusters Score -1243386 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1244955.625000 Penalty: 924.864746
	Iteration 3F: 3 clusters Score -1244956 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1246658.500000 Penalty: 924.864746
	Iteration 4F: 3 clusters Score -1246658 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1248155.500000 Penalty: 924.864746
	Iteration 5F: 3 clusters Score -1248156 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1249095.875000 Penalty: 924.864746
	Iteration 6Q: 3 clusters Score -1249096 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -1249547.375000 Penalty: 924.864746
	Iteration 7Q: 3 clusters Score -1249547 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -1249791.250000 Penalty: 924.864746
	Iteration 8Q: 3 clusters Score -1249791 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1249978.375000 Penalty: 924.864746
	Iteration 9Q: 3 clusters Score -1249978 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -1250118.125000 Penalty: 924.864746
	Iteration 10Q: 3 clusters Score -1250118 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1250216.875000 Penalty: 924.864746
	Iteration 11Q: 3 clusters Score -1250217 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -1250291.750000 Penalty: 924.864746
	Iteration 12Q: 3 clusters Score -1250292 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -1250356.625000 Penalty: 924.864746
	Iteration 13Q: 3 clusters Score -1250357 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1250415.625000 Penalty: 924.864746
	Iteration 14Q: 3 clusters Score -1250416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -1250465.500000 Penalty: 924.864746
	Iteration 15Q: 3 clusters Score -1250466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -1250517.375000 Penalty: 924.864746
	Iteration 16Q: 3 clusters Score -1250517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -1250561.000000 Penalty: 924.864746
	Iteration 17Q: 3 clusters Score -1250561 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -1250600.375000 Penalty: 924.864746
	Iteration 18Q: 3 clusters Score -1250600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1250629.875000 Penalty: 924.864746
	Iteration 19Q: 3 clusters Score -1250630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1250652.875000 Penalty: 924.864746
	Iteration 20F: 3 clusters Score -1250653 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1250681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1250706 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1250728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1250774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1250798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1250821 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1250838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1250842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1250847 nChanged 57
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1250863 nChanged 40
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1250869 nChanged 43
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Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1250875 nChanged 40
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1250884 nChanged 35
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Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1250886 nChanged 26
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1250890 nChanged 20
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Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1250894 nChanged 24
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Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -1250902.500000 Penalty: 924.864746
	Iteration 38Q: 3 clusters Score -1250902 nChanged 36
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1250909 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1250915 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1250924 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1250932 nChanged 33
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Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1250934 nChanged 29
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Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1250939 nChanged 22
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Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1250944 nChanged 24
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Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1250949 nChanged 27
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1250960 nChanged 29
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1250963 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1250969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1250974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -1250975.250000 Penalty: 924.864746
	Iteration 51Q: 3 clusters Score -1250975 nChanged 20
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1250973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1250978 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1250978 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1250981.500000 Penalty: 924.864746
	Iteration 55Q: 3 clusters Score -1250982 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1250980.000000 Penalty: 924.864746
	Iteration 56Q: 3 clusters Score -1250980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -1250983.250000 Penalty: 924.864746
	Iteration 57Q: 3 clusters Score -1250983 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1250980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1250982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1250984.125000 Penalty: 924.864746
	Iteration 60F: 3 clusters Score -1250984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1250985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1250986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1250984 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1250984 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1250988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -1250989.875000 Penalty: 924.864746
	Iteration 66Q: 3 clusters Score -1250990 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25229 members 
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	Iteration 67Q: 3 clusters Score -1250989 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25231 members 
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	Iteration 68Q: 3 clusters Score -1250989 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
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	Iteration 69Q: 3 clusters Score -1250986 nChanged 1
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Mstep: Class 1 contains 701 members 
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	Iteration 70Q: 3 clusters Score -1250986 nChanged 1
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Mstep: Class 1 contains 700 members 
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	Iteration 71Q: 3 clusters Score -1250986 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
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	Iteration 72Q: 3 clusters Score -1250986 nChanged 1
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Mstep: Class 1 contains 698 members 
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	Iteration 73Q: 3 clusters Score -1250987 nChanged 3
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Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1250988 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
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Entering Unmasked Estep 
Score: -1250991.625000 Penalty: 924.864746
	Iteration 75Q: 3 clusters Score -1250992 nChanged 5
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Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25251 members 
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	Iteration 76Q: 3 clusters Score -1250993 nChanged 4
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Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25255 members 
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	Iteration 77Q: 3 clusters Score -1250993 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25260 members 
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	Iteration 78Q: 3 clusters Score -1250993 nChanged 5
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Mstep: Class 1 contains 670 members 
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	Iteration 79Q: 3 clusters Score -1250994 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1250995.625000 Penalty: 924.864746
	Iteration 80F: 3 clusters Score -1250996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -1250997.250000 Penalty: 924.864746
	Iteration 81Q: 3 clusters Score -1250997 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25293 members 
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	Iteration 82Q: 3 clusters Score -1251000 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25307 members 
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	Iteration 83Q: 3 clusters Score -1251005 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25318 members 
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Score: -1251004.500000 Penalty: 924.864746
	Iteration 84Q: 3 clusters Score -1251004 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25326 members 
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	Iteration 85Q: 3 clusters Score -1251006 nChanged 15
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Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25341 members 
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Score: -1251013.125000 Penalty: 924.864746
	Iteration 86Q: 3 clusters Score -1251013 nChanged 14
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Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -1251018.000000 Penalty: 924.864746
	Iteration 87Q: 3 clusters Score -1251018 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25365 members 
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	Iteration 88Q: 3 clusters Score -1251019 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1251020.000000 Penalty: 924.864746
	Iteration 89Q: 3 clusters Score -1251020 nChanged 9
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Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -1251024.375000 Penalty: 924.864746
	Iteration 90Q: 3 clusters Score -1251024 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25384 members 
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Score: -1251023.375000 Penalty: 924.864746
	Iteration 91Q: 3 clusters Score -1251023 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25392 members 
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	Iteration 92Q: 3 clusters Score -1251024 nChanged 5
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Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25397 members 
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Score: -1251026.125000 Penalty: 924.864746
	Iteration 93Q: 3 clusters Score -1251026 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25406 members 
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Score: -1251029.125000 Penalty: 924.864746
	Iteration 94Q: 3 clusters Score -1251029 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25418 members 
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	Iteration 95Q: 3 clusters Score -1251031 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25424 members 
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	Iteration 96Q: 3 clusters Score -1251031 nChanged 8
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Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1251032.000000 Penalty: 924.864746
	Iteration 97Q: 3 clusters Score -1251032 nChanged 7
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Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25437 members 
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Score: -1251034.125000 Penalty: 924.864746
	Iteration 98Q: 3 clusters Score -1251034 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25440 members 
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	Iteration 99Q: 3 clusters Score -1251035 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -1251036.000000 Penalty: 924.864746
	Iteration 100F: 3 clusters Score -1251036 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25446 members 
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	Iteration 101Q: 3 clusters Score -1251036 nChanged 4
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Mstep: Class 1 contains 485 members 
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	Iteration 102Q: 3 clusters Score -1251036 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25454 members 
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	Iteration 103Q: 3 clusters Score -1251039 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -1251040.500000 Penalty: 924.864746
	Iteration 104Q: 3 clusters Score -1251040 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1251039 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1251040 nChanged 7
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Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25475 members 
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Score: -1251042.750000 Penalty: 924.864746
	Iteration 107Q: 3 clusters Score -1251043 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -1251045.375000 Penalty: 924.864746
	Iteration 108Q: 3 clusters Score -1251045 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1251047 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25495 members 
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	Iteration 110Q: 3 clusters Score -1251048 nChanged 6
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Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1251046.500000 Penalty: 924.864746
	Iteration 111Q: 3 clusters Score -1251046 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1251049 nChanged 2
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Mstep: Class 1 contains 430 members 
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	Iteration 113Q: 3 clusters Score -1251048 nChanged 1
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	Iteration 114Q: 3 clusters Score -1251048 nChanged 0
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Entering Unmasked Estep 
Score: -1251047.875000 Penalty: 924.864746
	Iteration 115F: 3 clusters Score -1251048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6393.564453 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6393.564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6445.255371 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6445.255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6457.926758 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6457.927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6470.562500 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6470.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6475.409180 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6475.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6478.173828 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6478.174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6482.843262 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6482.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6482.843262 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -6482.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2948.671143 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2948.671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2994.773438 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2994.773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3003.051758 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -3003.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3005.480469 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -3005.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3005.480469 Penalty: 403.204315
	Iteration 4F: 3 clusters Score -3005.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5735.248047 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5735.248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5786.365723 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5786.366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5804.232910 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5804.233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5812.773926 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -5812.774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5823.406250 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5823.406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5839.274414 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5839.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5841.582031 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5841.582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5843.058105 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -5843.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5843.058105 Penalty: 457.173126
	Iteration 8F: 3 clusters Score -5843.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 112053 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7421 members 
Mstep: Class 6 contains 100076 members 
Mstep: Class 7 contains 4396 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32994 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 148696 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 67062 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234894.000000 Penalty: 14972.122070
Iteration 199Q: 26 clusters Score -2.323489e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 112359 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 100028 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2875 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32988 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 148591 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1354 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 66912 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 25931 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234962.000000 Penalty: 14972.122070
Iteration 200F: 26 clusters Score -2.323496e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 112656 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 6 contains 99979 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32979 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 148506 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4209 members 
Mstep: Class 20 contains 66752 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 25917 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234956.000000 Penalty: 14972.122070
Iteration 201Q: 26 clusters Score -2.323496e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 112948 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 99927 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32980 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 148426 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 66599 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25902 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234942.000000 Penalty: 14972.122070
Iteration 202Q: 26 clusters Score -2.323494e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 113228 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 99870 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32976 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 148357 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 66455 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25878 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234968.000000 Penalty: 14972.122070
Iteration 203Q: 26 clusters Score -2.323497e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 113539 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 99819 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32975 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 148259 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4232 members 
Mstep: Class 20 contains 66301 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25855 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234966.000000 Penalty: 14972.122070
Iteration 204Q: 26 clusters Score -2.323497e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 113834 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 99766 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32982 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 148162 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 66158 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25837 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234966.000000 Penalty: 14972.122070
Iteration 205Q: 26 clusters Score -2.323497e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 114144 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 99726 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32985 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 148019 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 66031 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25820 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234958.000000 Penalty: 14972.122070
Iteration 206Q: 26 clusters Score -2.323496e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 114444 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 99693 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32983 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 147897 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 65911 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25797 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234936.000000 Penalty: 14972.122070
Iteration 207Q: 26 clusters Score -2.323494e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 114755 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 99657 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32977 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 147774 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4239 members 
Mstep: Class 20 contains 65787 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25766 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234932.000000 Penalty: 14972.122070
Iteration 208Q: 26 clusters Score -2.323493e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 115058 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 99630 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32973 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 147667 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 65660 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25726 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234946.000000 Penalty: 14972.122070
Iteration 209Q: 26 clusters Score -2.323495e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 115364 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 99588 members 
Mstep: Class 7 contains 4389 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32978 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 147560 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1357 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 4245 members 
Mstep: Class 20 contains 65529 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25684 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234960.000000 Penalty: 14972.122070
Iteration 210Q: 26 clusters Score -2.323496e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 115663 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 99549 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32983 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 147460 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1358 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 65398 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25647 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234970.000000 Penalty: 14972.122070
Iteration 211Q: 26 clusters Score -2.323497e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 115961 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 99504 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32993 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 147372 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 65259 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25607 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235004.000000 Penalty: 14972.122070
Iteration 212Q: 26 clusters Score -2.3235e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 116221 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 99457 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 32999 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 147323 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1363 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 65125 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25561 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235046.000000 Penalty: 14972.122070
Iteration 213Q: 26 clusters Score -2.323505e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 116481 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 99417 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33006 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 147274 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 65001 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25503 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235006.000000 Penalty: 14972.122070
Iteration 214Q: 26 clusters Score -2.323501e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 116761 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 99374 members 
Mstep: Class 7 contains 4369 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33011 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 147202 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 64881 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25450 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234998.000000 Penalty: 14972.122070
Iteration 215Q: 26 clusters Score -2.3235e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 117028 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 99340 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33011 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 147124 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 64764 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25408 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235056.000000 Penalty: 14972.122070
Iteration 216Q: 26 clusters Score -2.323506e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4467 members 
Mstep: Class 3 contains 117292 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 99311 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33014 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 147031 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 64663 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25362 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235068.000000 Penalty: 14972.122070
Iteration 217Q: 26 clusters Score -2.323507e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 117560 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 99280 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33021 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 146919 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 64561 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25319 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235100.000000 Penalty: 14972.122070
Iteration 218Q: 26 clusters Score -2.32351e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 117825 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7474 members 
Mstep: Class 6 contains 99247 members 
Mstep: Class 7 contains 4358 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33027 members 
Mstep: Class 13 contains 2181 members 
Mstep: Class 14 contains 146787 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 64479 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 25273 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235164.000000 Penalty: 14972.122070
Iteration 219Q: 26 clusters Score -2.323516e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 118048 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 99202 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33041 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 146707 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 64390 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25237 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235142.000000 Penalty: 14972.122070
Iteration 220F: 26 clusters Score -2.323514e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 118273 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 99152 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 2189 members 
Mstep: Class 14 contains 146651 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4287 members 
Mstep: Class 20 contains 64307 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25183 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235076.000000 Penalty: 14972.122070
Iteration 221Q: 26 clusters Score -2.323508e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4499 members 
Mstep: Class 3 contains 118524 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 99106 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33055 members 
Mstep: Class 13 contains 2193 members 
Mstep: Class 14 contains 146565 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4301 members 
Mstep: Class 20 contains 64213 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25137 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235068.000000 Penalty: 14972.122070
Iteration 222Q: 26 clusters Score -2.323507e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 118767 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7455 members 
Mstep: Class 6 contains 99073 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33051 members 
Mstep: Class 13 contains 2200 members 
Mstep: Class 14 contains 146474 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 64129 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25096 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235054.000000 Penalty: 14972.122070
Iteration 223Q: 26 clusters Score -2.323505e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 119019 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 99044 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2899 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33047 members 
Mstep: Class 13 contains 2204 members 
Mstep: Class 14 contains 146379 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 64036 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25051 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235096.000000 Penalty: 14972.122070
Iteration 224Q: 26 clusters Score -2.32351e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 119241 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 99022 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33048 members 
Mstep: Class 13 contains 2212 members 
Mstep: Class 14 contains 146273 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4301 members 
Mstep: Class 20 contains 63958 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 25014 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235062.000000 Penalty: 14972.122070
Iteration 225Q: 26 clusters Score -2.323506e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 119506 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 98986 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33047 members 
Mstep: Class 13 contains 2220 members 
Mstep: Class 14 contains 146154 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4302 members 
Mstep: Class 20 contains 63878 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24971 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235080.000000 Penalty: 14972.122070
Iteration 226Q: 26 clusters Score -2.323508e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4508 members 
Mstep: Class 3 contains 119755 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 98961 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33049 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 146036 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 63798 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24931 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235104.000000 Penalty: 14972.122070
Iteration 227Q: 26 clusters Score -2.32351e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 119990 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 98943 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33051 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 145925 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 63710 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24905 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235162.000000 Penalty: 14972.122070
Iteration 228Q: 26 clusters Score -2.323516e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 120157 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 98917 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33056 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 145878 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 63637 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24867 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235254.000000 Penalty: 14972.122070
Iteration 229Q: 26 clusters Score -2.323525e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4516 members 
Mstep: Class 3 contains 120317 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 98899 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33064 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 145836 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 63556 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24832 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235320.000000 Penalty: 14972.122070
Iteration 230Q: 26 clusters Score -2.323532e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4522 members 
Mstep: Class 3 contains 120445 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 98882 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33074 members 
Mstep: Class 13 contains 2230 members 
Mstep: Class 14 contains 145815 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 63480 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24790 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235310.000000 Penalty: 14972.122070
Iteration 231Q: 26 clusters Score -2.323531e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 120591 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 98867 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33082 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 145774 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 63404 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24754 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235372.000000 Penalty: 14972.122070
Iteration 232Q: 26 clusters Score -2.323537e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 120726 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 98844 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33083 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 145745 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 63338 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24713 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235418.000000 Penalty: 14972.122070
Iteration 233Q: 26 clusters Score -2.323542e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 120887 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 98817 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33092 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 145680 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 63283 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24678 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235482.000000 Penalty: 14972.122070
Iteration 234Q: 26 clusters Score -2.323548e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 121047 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 98798 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33109 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 145619 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 63216 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24642 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235488.000000 Penalty: 14972.122070
Iteration 235Q: 26 clusters Score -2.323549e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 121212 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 98777 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33132 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 145532 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 63152 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24611 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235466.000000 Penalty: 14972.122070
Iteration 236Q: 26 clusters Score -2.323547e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 121369 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7501 members 
Mstep: Class 6 contains 98766 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33136 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 145465 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4322 members 
Mstep: Class 20 contains 63093 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24581 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235466.000000 Penalty: 14972.122070
Iteration 237Q: 26 clusters Score -2.323547e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 121540 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 98752 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33145 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 14 contains 145395 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 63038 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24538 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235476.000000 Penalty: 14972.122070
Iteration 238Q: 26 clusters Score -2.323548e+07 nChanged 376
Entering ConstructFrom: 
Score: -23235476.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -11411.868164 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -11411.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11100.407227 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -11100.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11237.239258 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -11237.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11299.012695 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -11299.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11325.747070 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -11325.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11337.375977 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -11337.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11364.208984 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -11364.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11397.116211 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -11397.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11405.807617 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -11405.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11407.654297 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -11407.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11407.654297 Penalty: 523.772522
	Iteration 9F: 3 clusters Score -11407.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -205103.453125 Penalty: 383.151062
	Iteration 0F: 2 clusters Score -205103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -201971.750000 Penalty: 766.302124
	Iteration 0F: 3 clusters Score -201971.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -203246.078125 Penalty: 766.302124
	Iteration 1F: 3 clusters Score -203246.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -203503.656250 Penalty: 766.302124
	Iteration 2F: 3 clusters Score -203503.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -203701.421875 Penalty: 766.302124
	Iteration 3F: 3 clusters Score -203701.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -203823.625000 Penalty: 766.302124
	Iteration 4F: 3 clusters Score -203823.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -203904.187500 Penalty: 766.302124
	Iteration 5Q: 3 clusters Score -203904.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -203952.437500 Penalty: 766.302124
	Iteration 6Q: 3 clusters Score -203952.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -203986.109375 Penalty: 766.302124
	Iteration 7Q: 3 clusters Score -203986.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -204014.468750 Penalty: 766.302124
	Iteration 8Q: 3 clusters Score -204014.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -204035.046875 Penalty: 766.302124
	Iteration 9Q: 3 clusters Score -204035 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -204049.921875 Penalty: 766.302124
	Iteration 10Q: 3 clusters Score -204049.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -204065.437500 Penalty: 766.302124
	Iteration 11Q: 3 clusters Score -204065.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -204080.109375 Penalty: 766.302124
	Iteration 12Q: 3 clusters Score -204080.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -204090.281250 Penalty: 766.302124
	Iteration 13Q: 3 clusters Score -204090.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -204096.203125 Penalty: 766.302124
	Iteration 14Q: 3 clusters Score -204096.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -204101.500000 Penalty: 766.302124
	Iteration 15Q: 3 clusters Score -204101.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -204106.468750 Penalty: 766.302124
	Iteration 16Q: 3 clusters Score -204106.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -204115.546875 Penalty: 766.302124
	Iteration 17Q: 3 clusters Score -204115.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -204135.062500 Penalty: 766.302124
	Iteration 18Q: 3 clusters Score -204135.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -204154.578125 Penalty: 766.302124
	Iteration 19Q: 3 clusters Score -204154.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -204171.875000 Penalty: 766.302124
	Iteration 20F: 3 clusters Score -204171.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -204187.671875 Penalty: 766.302124
	Iteration 21Q: 3 clusters Score -204187.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -204206.937500 Penalty: 766.302124
	Iteration 22Q: 3 clusters Score -204206.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -204232.656250 Penalty: 766.302124
	Iteration 23Q: 3 clusters Score -204232.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -204254.765625 Penalty: 766.302124
	Iteration 24Q: 3 clusters Score -204254.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -204278.796875 Penalty: 766.302124
	Iteration 25Q: 3 clusters Score -204278.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -204307.625000 Penalty: 766.302124
	Iteration 26Q: 3 clusters Score -204307.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -204330.140625 Penalty: 766.302124
	Iteration 27Q: 3 clusters Score -204330.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204353.312500 Penalty: 766.302124
	Iteration 28Q: 3 clusters Score -204353.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -204376.609375 Penalty: 766.302124
	Iteration 29Q: 3 clusters Score -204376.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -204399.671875 Penalty: 766.302124
	Iteration 30Q: 3 clusters Score -204399.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -204430.562500 Penalty: 766.302124
	Iteration 31Q: 3 clusters Score -204430.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204465.125000 Penalty: 766.302124
	Iteration 32Q: 3 clusters Score -204465.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -204514.187500 Penalty: 766.302124
	Iteration 33Q: 3 clusters Score -204514.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -204565.890625 Penalty: 766.302124
	Iteration 34Q: 3 clusters Score -204565.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -204602.421875 Penalty: 766.302124
	Iteration 35Q: 3 clusters Score -204602.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -204633.593750 Penalty: 766.302124
	Iteration 36Q: 3 clusters Score -204633.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -204659.765625 Penalty: 766.302124
	Iteration 37Q: 3 clusters Score -204659.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204683.656250 Penalty: 766.302124
	Iteration 38Q: 3 clusters Score -204683.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -204707.875000 Penalty: 766.302124
	Iteration 39Q: 3 clusters Score -204707.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -204737.984375 Penalty: 766.302124
	Iteration 40F: 3 clusters Score -204738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -204765.984375 Penalty: 766.302124
	Iteration 41Q: 3 clusters Score -204766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -204786.109375 Penalty: 766.302124
	Iteration 42Q: 3 clusters Score -204786.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -204805.171875 Penalty: 766.302124
	Iteration 43Q: 3 clusters Score -204805.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -204819.625000 Penalty: 766.302124
	Iteration 44Q: 3 clusters Score -204819.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -204828.203125 Penalty: 766.302124
	Iteration 45Q: 3 clusters Score -204828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -204834.656250 Penalty: 766.302124
	Iteration 46Q: 3 clusters Score -204834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -204841.000000 Penalty: 766.302124
	Iteration 47Q: 3 clusters Score -204841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -204842.937500 Penalty: 766.302124
	Iteration 48Q: 3 clusters Score -204842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -204843.937500 Penalty: 766.302124
	Iteration 49Q: 3 clusters Score -204843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -204844.093750 Penalty: 766.302124
	Iteration 50Q: 3 clusters Score -204844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -204844.250000 Penalty: 766.302124
	Iteration 51Q: 3 clusters Score -204844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -204843.984375 Penalty: 766.302124
	Iteration 52Q: 3 clusters Score -204844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -204844.171875 Penalty: 766.302124
	Iteration 53Q: 3 clusters Score -204844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -204844.171875 Penalty: 766.302124
	Iteration 54F: 3 clusters Score -204844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (121681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121681 members 
Entering Unmasked Estep 
Score: -5638590.000000 Penalty: 532.766663
	Iteration 0F: 2 clusters Score -5638590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -5556050.500000 Penalty: 1065.533325
	Iteration 0F: 3 clusters Score -5556050 nChanged 59466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -5591882.500000 Penalty: 1065.533325
	Iteration 1F: 3 clusters Score -5591882 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -5592939.500000 Penalty: 1065.533325
	Iteration 2Q: 3 clusters Score -5592940 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -5594430.000000 Penalty: 1065.533325
	Iteration 3Q: 3 clusters Score -5594430 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -5596990.000000 Penalty: 1065.533325
	Iteration 4Q: 3 clusters Score -5596990 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -5601140.500000 Penalty: 1065.533325
	Iteration 5F: 3 clusters Score -5601140 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -5607181.500000 Penalty: 1065.533325
	Iteration 6F: 3 clusters Score -5607182 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -5614363.500000 Penalty: 1065.533325
	Iteration 7F: 3 clusters Score -5614364 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -5620696.500000 Penalty: 1065.533325
	Iteration 8F: 3 clusters Score -5620696 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -5625328.000000 Penalty: 1065.533325
	Iteration 9Q: 3 clusters Score -5625328 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -5628391.500000 Penalty: 1065.533325
	Iteration 10Q: 3 clusters Score -5628392 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -5630540.500000 Penalty: 1065.533325
	Iteration 11Q: 3 clusters Score -5630540 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -5632227.000000 Penalty: 1065.533325
	Iteration 12Q: 3 clusters Score -5632227 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -5633607.000000 Penalty: 1065.533325
	Iteration 13Q: 3 clusters Score -5633607 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -5634704.500000 Penalty: 1065.533325
	Iteration 14Q: 3 clusters Score -5634704 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -5635580.000000 Penalty: 1065.533325
	Iteration 15Q: 3 clusters Score -5635580 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 117752 members 
Entering Unmasked Estep 
Score: -5636267.000000 Penalty: 1065.533325
	Iteration 16Q: 3 clusters Score -5636267 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -5636816.500000 Penalty: 1065.533325
	Iteration 17Q: 3 clusters Score -5636816 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -5637220.500000 Penalty: 1065.533325
	Iteration 18Q: 3 clusters Score -5637220 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -5637488.000000 Penalty: 1065.533325
	Iteration 19Q: 3 clusters Score -5637488 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 120313 members 
Entering Unmasked Estep 
Score: -5637691.500000 Penalty: 1065.533325
	Iteration 20F: 3 clusters Score -5637692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -5637845.000000 Penalty: 1065.533325
	Iteration 21Q: 3 clusters Score -5637845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 120752 members 
Entering Unmasked Estep 
Score: -5637942.000000 Penalty: 1065.533325
	Iteration 22Q: 3 clusters Score -5637942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 120904 members 
Entering Unmasked Estep 
Score: -5638036.000000 Penalty: 1065.533325
	Iteration 23Q: 3 clusters Score -5638036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -5638090.000000 Penalty: 1065.533325
	Iteration 24Q: 3 clusters Score -5638090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -5638137.000000 Penalty: 1065.533325
	Iteration 25Q: 3 clusters Score -5638137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -5638167.500000 Penalty: 1065.533325
	Iteration 26Q: 3 clusters Score -5638168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 121171 members 
Entering Unmasked Estep 
Score: -5638188.000000 Penalty: 1065.533325
	Iteration 27Q: 3 clusters Score -5638188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -5638199.000000 Penalty: 1065.533325
	Iteration 28Q: 3 clusters Score -5638199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 121229 members 
Entering Unmasked Estep 
Score: -5638216.500000 Penalty: 1065.533325
	Iteration 29Q: 3 clusters Score -5638216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -5638223.000000 Penalty: 1065.533325
	Iteration 30Q: 3 clusters Score -5638223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -5638239.000000 Penalty: 1065.533325
	Iteration 31Q: 3 clusters Score -5638239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 121275 members 
Entering Unmasked Estep 
Score: -5638241.500000 Penalty: 1065.533325
	Iteration 32Q: 3 clusters Score -5638242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -5638246.000000 Penalty: 1065.533325
	Iteration 33Q: 3 clusters Score -5638246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 121291 members 
Entering Unmasked Estep 
Score: -5638250.000000 Penalty: 1065.533325
	Iteration 34Q: 3 clusters Score -5638250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -5638249.500000 Penalty: 1065.533325
	Iteration 35Q: 3 clusters Score -5638250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -5638250.000000 Penalty: 1065.533325
	Iteration 36Q: 3 clusters Score -5638250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -5638250.500000 Penalty: 1065.533325
	Iteration 37Q: 3 clusters Score -5638250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -5638252.000000 Penalty: 1065.533325
	Iteration 38Q: 3 clusters Score -5638252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -5638252.000000 Penalty: 1065.533325
	Iteration 39F: 3 clusters Score -5638252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -35677.320312 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -35677.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -34940.191406 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -34940.19 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35129.535156 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -35129.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35167.648438 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -35167.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -35199.273438 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -35199.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -35223.300781 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -35223.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35267.921875 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -35267.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35356.531250 Penalty: 615.197754
	Iteration 6F: 3 clusters Score -35356.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -35436.769531 Penalty: 615.197754
	Iteration 7F: 3 clusters Score -35436.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -35476.445312 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -35476.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35498.460938 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -35498.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -35510.886719 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -35510.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -35521.207031 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -35521.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -35528.468750 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -35528.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -35533.218750 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -35533.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -35535.910156 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -35535.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -35536.289062 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -35536.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -35536.289062 Penalty: 615.197754
	Iteration 16F: 3 clusters Score -35536.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -367110.500000 Penalty: 405.974915
	Iteration 0F: 2 clusters Score -367110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -362061.562500 Penalty: 811.949829
	Iteration 0F: 3 clusters Score -362061.6 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -364354.843750 Penalty: 811.949829
	Iteration 1F: 3 clusters Score -364354.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -364910.531250 Penalty: 811.949829
	Iteration 2F: 3 clusters Score -364910.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -365603.750000 Penalty: 811.949829
	Iteration 3F: 3 clusters Score -365603.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -366173.843750 Penalty: 811.949829
	Iteration 4F: 3 clusters Score -366173.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366511.968750 Penalty: 811.949829
	Iteration 5F: 3 clusters Score -366512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -366674.875000 Penalty: 811.949829
	Iteration 6Q: 3 clusters Score -366674.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366734.468750 Penalty: 811.949829
	Iteration 7Q: 3 clusters Score -366734.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366760.000000 Penalty: 811.949829
	Iteration 8Q: 3 clusters Score -366760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -366780.343750 Penalty: 811.949829
	Iteration 9Q: 3 clusters Score -366780.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -366792.031250 Penalty: 811.949829
	Iteration 10Q: 3 clusters Score -366792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366802.281250 Penalty: 811.949829
	Iteration 11Q: 3 clusters Score -366802.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -366812.562500 Penalty: 811.949829
	Iteration 12Q: 3 clusters Score -366812.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -366819.687500 Penalty: 811.949829
	Iteration 13Q: 3 clusters Score -366819.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -366824.031250 Penalty: 811.949829
	Iteration 14Q: 3 clusters Score -366824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -366825.250000 Penalty: 811.949829
	Iteration 15Q: 3 clusters Score -366825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -366827.031250 Penalty: 811.949829
	Iteration 16Q: 3 clusters Score -366827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -366827.593750 Penalty: 811.949829
	Iteration 17Q: 3 clusters Score -366827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -366829.750000 Penalty: 811.949829
	Iteration 18Q: 3 clusters Score -366829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -366830.125000 Penalty: 811.949829
	Iteration 19Q: 3 clusters Score -366830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -366830.750000 Penalty: 811.949829
	Iteration 20F: 3 clusters Score -366830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -366831.000000 Penalty: 811.949829
	Iteration 21Q: 3 clusters Score -366831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -366832.531250 Penalty: 811.949829
	Iteration 22Q: 3 clusters Score -366832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -366834.062500 Penalty: 811.949829
	Iteration 23Q: 3 clusters Score -366834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -366835.093750 Penalty: 811.949829
	Iteration 24Q: 3 clusters Score -366835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -366835.312500 Penalty: 811.949829
	Iteration 25Q: 3 clusters Score -366835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -366835.000000 Penalty: 811.949829
	Iteration 26Q: 3 clusters Score -366835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -366835.281250 Penalty: 811.949829
	Iteration 27Q: 3 clusters Score -366835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -366835.281250 Penalty: 811.949829
	Iteration 28F: 3 clusters Score -366835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Entering Unmasked Estep 
Score: -4639953.000000 Penalty: 523.262085
	Iteration 0F: 2 clusters Score -4639953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -4573937.500000 Penalty: 1046.524170
	Iteration 0F: 3 clusters Score -4573938 nChanged 48281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -4603957.500000 Penalty: 1046.524170
	Iteration 1F: 3 clusters Score -4603958 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -4605898.500000 Penalty: 1046.524170
	Iteration 2Q: 3 clusters Score -4605898 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -4608787.000000 Penalty: 1046.524170
	Iteration 3F: 3 clusters Score -4608787 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -4612692.000000 Penalty: 1046.524170
	Iteration 4F: 3 clusters Score -4612692 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -4617541.500000 Penalty: 1046.524170
	Iteration 5F: 3 clusters Score -4617542 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -4623344.500000 Penalty: 1046.524170
	Iteration 6F: 3 clusters Score -4623344 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -4629105.500000 Penalty: 1046.524170
	Iteration 7F: 3 clusters Score -4629106 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -4634133.500000 Penalty: 1046.524170
	Iteration 8F: 3 clusters Score -4634134 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -4637650.500000 Penalty: 1046.524170
	Iteration 9Q: 3 clusters Score -4637650 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -4639021.000000 Penalty: 1046.524170
	Iteration 10Q: 3 clusters Score -4639021 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -4639382.500000 Penalty: 1046.524170
	Iteration 11Q: 3 clusters Score -4639382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -4639439.000000 Penalty: 1046.524170
	Iteration 12Q: 3 clusters Score -4639439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -4639456.000000 Penalty: 1046.524170
	Iteration 13Q: 3 clusters Score -4639456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -4639463.500000 Penalty: 1046.524170
	Iteration 14Q: 3 clusters Score -4639464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 98702 members 
Entering Unmasked Estep 
Score: -4639468.000000 Penalty: 1046.524170
	Iteration 15Q: 3 clusters Score -4639468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -4639467.000000 Penalty: 1046.524170
	Iteration 16Q: 3 clusters Score -4639467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 98705 members 
Entering Unmasked Estep 
Score: -4639469.000000 Penalty: 1046.524170
	Iteration 17Q: 3 clusters Score -4639469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -4639472.000000 Penalty: 1046.524170
	Iteration 18Q: 3 clusters Score -4639472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -4639472.000000 Penalty: 1046.524170
	Iteration 19F: 3 clusters Score -4639472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -187944.187500 Penalty: 381.164459
	Iteration 0F: 2 clusters Score -187944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -184967.656250 Penalty: 762.328918
	Iteration 0F: 3 clusters Score -184967.7 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -186039.546875 Penalty: 762.328918
	Iteration 1F: 3 clusters Score -186039.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -186121.218750 Penalty: 762.328918
	Iteration 2F: 3 clusters Score -186121.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -186199.906250 Penalty: 762.328918
	Iteration 3Q: 3 clusters Score -186199.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -186280.109375 Penalty: 762.328918
	Iteration 4Q: 3 clusters Score -186280.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -186362.406250 Penalty: 762.328918
	Iteration 5Q: 3 clusters Score -186362.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -186459.921875 Penalty: 762.328918
	Iteration 6Q: 3 clusters Score -186459.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -186571.609375 Penalty: 762.328918
	Iteration 7Q: 3 clusters Score -186571.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -186729.546875 Penalty: 762.328918
	Iteration 8Q: 3 clusters Score -186729.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -186860.093750 Penalty: 762.328918
	Iteration 9Q: 3 clusters Score -186860.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -186955.171875 Penalty: 762.328918
	Iteration 10Q: 3 clusters Score -186955.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -187035.718750 Penalty: 762.328918
	Iteration 11Q: 3 clusters Score -187035.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -187112.703125 Penalty: 762.328918
	Iteration 12Q: 3 clusters Score -187112.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -187179.500000 Penalty: 762.328918
	Iteration 13Q: 3 clusters Score -187179.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -187227.031250 Penalty: 762.328918
	Iteration 14Q: 3 clusters Score -187227 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -187276.468750 Penalty: 762.328918
	Iteration 15Q: 3 clusters Score -187276.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -187320.296875 Penalty: 762.328918
	Iteration 16Q: 3 clusters Score -187320.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -187350.218750 Penalty: 762.328918
	Iteration 17Q: 3 clusters Score -187350.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -187389.906250 Penalty: 762.328918
	Iteration 18Q: 3 clusters Score -187389.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -187422.140625 Penalty: 762.328918
	Iteration 19Q: 3 clusters Score -187422.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -187444.078125 Penalty: 762.328918
	Iteration 20F: 3 clusters Score -187444.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -187465.421875 Penalty: 762.328918
	Iteration 21Q: 3 clusters Score -187465.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -187479.906250 Penalty: 762.328918
	Iteration 22Q: 3 clusters Score -187479.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -187491.218750 Penalty: 762.328918
	Iteration 23Q: 3 clusters Score -187491.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -187501.109375 Penalty: 762.328918
	Iteration 24Q: 3 clusters Score -187501.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -187511.593750 Penalty: 762.328918
	Iteration 25Q: 3 clusters Score -187511.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -187524.765625 Penalty: 762.328918
	Iteration 26Q: 3 clusters Score -187524.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -187542.578125 Penalty: 762.328918
	Iteration 27Q: 3 clusters Score -187542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -187555.984375 Penalty: 762.328918
	Iteration 28Q: 3 clusters Score -187556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -187568.718750 Penalty: 762.328918
	Iteration 29Q: 3 clusters Score -187568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -187577.171875 Penalty: 762.328918
	Iteration 30Q: 3 clusters Score -187577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -187584.093750 Penalty: 762.328918
	Iteration 31Q: 3 clusters Score -187584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -187590.109375 Penalty: 762.328918
	Iteration 32Q: 3 clusters Score -187590.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -187593.515625 Penalty: 762.328918
	Iteration 33Q: 3 clusters Score -187593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -187598.593750 Penalty: 762.328918
	Iteration 34Q: 3 clusters Score -187598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -187601.328125 Penalty: 762.328918
	Iteration 35Q: 3 clusters Score -187601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -187601.812500 Penalty: 762.328918
	Iteration 36Q: 3 clusters Score -187601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -187601.875000 Penalty: 762.328918
	Iteration 37Q: 3 clusters Score -187601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -187601.875000 Penalty: 762.328918
	Iteration 38F: 3 clusters Score -187601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9249.549805 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9249.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9317.039062 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9317.039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9340.925781 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9340.926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9354.666016 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9354.666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9363.539062 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9363.539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9370.432617 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9370.433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9376.336914 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9376.337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9377.406250 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9377.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9379.037109 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9379.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9380.195312 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9380.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9380.195312 Penalty: 496.822296
	Iteration 10F: 3 clusters Score -9380.195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -144421.500000 Penalty: 363.106628
	Iteration 0F: 2 clusters Score -144421.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -142353.484375 Penalty: 726.213257
	Iteration 0F: 3 clusters Score -142353.5 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -143151.687500 Penalty: 726.213257
	Iteration 1F: 3 clusters Score -143151.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -143251.203125 Penalty: 726.213257
	Iteration 2F: 3 clusters Score -143251.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -143343.671875 Penalty: 726.213257
	Iteration 3F: 3 clusters Score -143343.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -143416.921875 Penalty: 726.213257
	Iteration 4Q: 3 clusters Score -143416.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -143492.171875 Penalty: 726.213257
	Iteration 5Q: 3 clusters Score -143492.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -143573.578125 Penalty: 726.213257
	Iteration 6Q: 3 clusters Score -143573.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -143646.187500 Penalty: 726.213257
	Iteration 7Q: 3 clusters Score -143646.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -143712.406250 Penalty: 726.213257
	Iteration 8Q: 3 clusters Score -143712.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -143770.015625 Penalty: 726.213257
	Iteration 9Q: 3 clusters Score -143770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -143806.156250 Penalty: 726.213257
	Iteration 10Q: 3 clusters Score -143806.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -143830.437500 Penalty: 726.213257
	Iteration 11Q: 3 clusters Score -143830.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -143844.187500 Penalty: 726.213257
	Iteration 12Q: 3 clusters Score -143844.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -143861.375000 Penalty: 726.213257
	Iteration 13Q: 3 clusters Score -143861.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -143876.968750 Penalty: 726.213257
	Iteration 14Q: 3 clusters Score -143877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -143892.484375 Penalty: 726.213257
	Iteration 15Q: 3 clusters Score -143892.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -143909.140625 Penalty: 726.213257
	Iteration 16Q: 3 clusters Score -143909.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -143926.125000 Penalty: 726.213257
	Iteration 17Q: 3 clusters Score -143926.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -143944.140625 Penalty: 726.213257
	Iteration 18Q: 3 clusters Score -143944.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -143954.203125 Penalty: 726.213257
	Iteration 19Q: 3 clusters Score -143954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -143964.421875 Penalty: 726.213257
	Iteration 20F: 3 clusters Score -143964.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -143973.296875 Penalty: 726.213257
	Iteration 21Q: 3 clusters Score -143973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -143980.500000 Penalty: 726.213257
	Iteration 22Q: 3 clusters Score -143980.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -143986.734375 Penalty: 726.213257
	Iteration 23Q: 3 clusters Score -143986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -143994.625000 Penalty: 726.213257
	Iteration 24Q: 3 clusters Score -143994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -144005.843750 Penalty: 726.213257
	Iteration 25Q: 3 clusters Score -144005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -144012.296875 Penalty: 726.213257
	Iteration 26Q: 3 clusters Score -144012.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -144018.937500 Penalty: 726.213257
	Iteration 27Q: 3 clusters Score -144018.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -144026.093750 Penalty: 726.213257
	Iteration 28Q: 3 clusters Score -144026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -144029.140625 Penalty: 726.213257
	Iteration 29Q: 3 clusters Score -144029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -144034.859375 Penalty: 726.213257
	Iteration 30Q: 3 clusters Score -144034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -144040.093750 Penalty: 726.213257
	Iteration 31Q: 3 clusters Score -144040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -144041.375000 Penalty: 726.213257
	Iteration 32Q: 3 clusters Score -144041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -144041.953125 Penalty: 726.213257
	Iteration 33Q: 3 clusters Score -144042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -144042.156250 Penalty: 726.213257
	Iteration 34Q: 3 clusters Score -144042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -144042.859375 Penalty: 726.213257
	Iteration 35Q: 3 clusters Score -144042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -144043.703125 Penalty: 726.213257
	Iteration 36Q: 3 clusters Score -144043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -144043.859375 Penalty: 726.213257
	Iteration 37Q: 3 clusters Score -144043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -144043.859375 Penalty: 726.213257
	Iteration 38F: 3 clusters Score -144043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28609.683594 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28609.68 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -28958.773438 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28958.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29040.205078 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -29040.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -29105.082031 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -29105.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29153.658203 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29153.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -29186.607422 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -29186.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -29211.865234 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29211.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29236.292969 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29236.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29244.671875 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29244.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29250.044922 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29250.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29252.855469 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29252.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29252.855469 Penalty: 598.711853
	Iteration 11F: 3 clusters Score -29252.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 121681 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 98742 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 48 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33171 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 145325 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 62979 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24499 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 672 members 
Entering Unmasked Estep 
Score: -23235220.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23235476.000000 to -23235220.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32652.529297 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32652.53 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32838.960938 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32838.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -32906.234375 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32906.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32954.621094 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -32954.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32991.937500 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -32991.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33020.750000 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33020.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33045.062500 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33045.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33072.316406 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33072.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33099.730469 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33099.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33122.562500 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33122.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33141.136719 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33141.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33160.621094 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33160.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33193.003906 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33205.953125 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33205.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33214.859375 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33214.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33220.058594 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33220.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33225.550781 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33225.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33227.777344 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33227.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33228.406250 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -33228.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33229.089844 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -33229.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33229.359375 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -33229.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Entering Unmasked Estep 
Score: -1460387.625000 Penalty: 473.629120
	Iteration 0F: 2 clusters Score -1460388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1438294.125000 Penalty: 947.258240
	Iteration 0F: 3 clusters Score -1438294 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1447549.500000 Penalty: 947.258240
	Iteration 1F: 3 clusters Score -1447550 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1448108.875000 Penalty: 947.258240
	Iteration 2Q: 3 clusters Score -1448109 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1448814.250000 Penalty: 947.258240
	Iteration 3F: 3 clusters Score -1448814 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1449748.625000 Penalty: 947.258240
	Iteration 4F: 3 clusters Score -1449749 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1450941.375000 Penalty: 947.258240
	Iteration 5F: 3 clusters Score -1450941 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1452191.000000 Penalty: 947.258240
	Iteration 6F: 3 clusters Score -1452191 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1453527.375000 Penalty: 947.258240
	Iteration 7F: 3 clusters Score -1453527 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1454815.125000 Penalty: 947.258240
	Iteration 8Q: 3 clusters Score -1454815 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1455783.875000 Penalty: 947.258240
	Iteration 9Q: 3 clusters Score -1455784 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1456395.875000 Penalty: 947.258240
	Iteration 10Q: 3 clusters Score -1456396 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1456929.875000 Penalty: 947.258240
	Iteration 11Q: 3 clusters Score -1456930 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1457452.000000 Penalty: 947.258240
	Iteration 12Q: 3 clusters Score -1457452 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1457903.125000 Penalty: 947.258240
	Iteration 13Q: 3 clusters Score -1457903 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1458362.000000 Penalty: 947.258240
	Iteration 14Q: 3 clusters Score -1458362 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1458794.500000 Penalty: 947.258240
	Iteration 15Q: 3 clusters Score -1458794 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1459146.375000 Penalty: 947.258240
	Iteration 16Q: 3 clusters Score -1459146 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1459434.625000 Penalty: 947.258240
	Iteration 17Q: 3 clusters Score -1459435 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1459639.250000 Penalty: 947.258240
	Iteration 18Q: 3 clusters Score -1459639 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1459798.375000 Penalty: 947.258240
	Iteration 19Q: 3 clusters Score -1459798 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1459902.125000 Penalty: 947.258240
	Iteration 20F: 3 clusters Score -1459902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1459970.000000 Penalty: 947.258240
	Iteration 21Q: 3 clusters Score -1459970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1460019.625000 Penalty: 947.258240
	Iteration 22Q: 3 clusters Score -1460020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1460062.125000 Penalty: 947.258240
	Iteration 23Q: 3 clusters Score -1460062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1460092.625000 Penalty: 947.258240
	Iteration 24Q: 3 clusters Score -1460093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1460120.625000 Penalty: 947.258240
	Iteration 25Q: 3 clusters Score -1460121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1460146.625000 Penalty: 947.258240
	Iteration 26Q: 3 clusters Score -1460147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1460164.000000 Penalty: 947.258240
	Iteration 27Q: 3 clusters Score -1460164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1460176.875000 Penalty: 947.258240
	Iteration 28Q: 3 clusters Score -1460177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1460194.875000 Penalty: 947.258240
	Iteration 29Q: 3 clusters Score -1460195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1460199.500000 Penalty: 947.258240
	Iteration 30Q: 3 clusters Score -1460200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1460207.375000 Penalty: 947.258240
	Iteration 31Q: 3 clusters Score -1460207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1460212.250000 Penalty: 947.258240
	Iteration 32Q: 3 clusters Score -1460212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1460214.500000 Penalty: 947.258240
	Iteration 33Q: 3 clusters Score -1460214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1460215.375000 Penalty: 947.258240
	Iteration 34Q: 3 clusters Score -1460215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1460214.500000 Penalty: 947.258240
	Iteration 35Q: 3 clusters Score -1460214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1460214.500000 Penalty: 947.258240
	Iteration 36F: 3 clusters Score -1460214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -96872.734375 Penalty: 351.301178
	Iteration 0F: 2 clusters Score -96872.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -95330.484375 Penalty: 702.602356
	Iteration 0F: 3 clusters Score -95330.48 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -95878.796875 Penalty: 702.602356
	Iteration 1F: 3 clusters Score -95878.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -95996.500000 Penalty: 702.602356
	Iteration 2F: 3 clusters Score -95996.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -96092.164062 Penalty: 702.602356
	Iteration 3F: 3 clusters Score -96092.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -96162.843750 Penalty: 702.602356
	Iteration 4F: 3 clusters Score -96162.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -96225.679688 Penalty: 702.602356
	Iteration 5Q: 3 clusters Score -96225.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -96290.843750 Penalty: 702.602356
	Iteration 6Q: 3 clusters Score -96290.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -96341.953125 Penalty: 702.602356
	Iteration 7Q: 3 clusters Score -96341.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -96385.078125 Penalty: 702.602356
	Iteration 8Q: 3 clusters Score -96385.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -96426.812500 Penalty: 702.602356
	Iteration 9Q: 3 clusters Score -96426.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -96458.585938 Penalty: 702.602356
	Iteration 10Q: 3 clusters Score -96458.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -96492.101562 Penalty: 702.602356
	Iteration 11Q: 3 clusters Score -96492.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -96526.117188 Penalty: 702.602356
	Iteration 12Q: 3 clusters Score -96526.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -96554.812500 Penalty: 702.602356
	Iteration 13Q: 3 clusters Score -96554.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -96580.210938 Penalty: 702.602356
	Iteration 14Q: 3 clusters Score -96580.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -96602.593750 Penalty: 702.602356
	Iteration 15Q: 3 clusters Score -96602.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -96620.671875 Penalty: 702.602356
	Iteration 16Q: 3 clusters Score -96620.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -96635.210938 Penalty: 702.602356
	Iteration 17Q: 3 clusters Score -96635.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -96640.929688 Penalty: 702.602356
	Iteration 18Q: 3 clusters Score -96640.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -96642.539062 Penalty: 702.602356
	Iteration 19Q: 3 clusters Score -96642.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -96642.835938 Penalty: 702.602356
	Iteration 20F: 3 clusters Score -96642.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (145325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Entering Unmasked Estep 
Score: -6731781.500000 Penalty: 540.846130
	Iteration 0F: 2 clusters Score -6731782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -6633994.000000 Penalty: 1081.692261
	Iteration 0F: 3 clusters Score -6633994 nChanged 71308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -6681967.000000 Penalty: 1081.692261
	Iteration 1F: 3 clusters Score -6681967 nChanged 8785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -6687074 nChanged 10258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -6694780 nChanged 10948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6705320 nChanged 10361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 98868 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6715688 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6720330 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 101387 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6721664 nChanged 2135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6722356 nChanged 1620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6722784 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 102874 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6723132 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 103233 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6723305 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -6723436.500000 Penalty: 1081.692261
	Iteration 12Q: 3 clusters Score -6723436 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6723581 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6723701 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -6723817.500000 Penalty: 1081.692261
	Iteration 15Q: 3 clusters Score -6723818 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 105178 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6723890 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6723988 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -6724056.000000 Penalty: 1081.692261
	Iteration 18Q: 3 clusters Score -6724056 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -6724158.500000 Penalty: 1081.692261
	Iteration 19Q: 3 clusters Score -6724158 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -6724246.500000 Penalty: 1081.692261
	Iteration 20F: 3 clusters Score -6724246 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -6724331.000000 Penalty: 1081.692261
	Iteration 21Q: 3 clusters Score -6724331 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6724400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6724499 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -6724555.000000 Penalty: 1081.692261
	Iteration 24Q: 3 clusters Score -6724555 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -6724622.500000 Penalty: 1081.692261
	Iteration 25Q: 3 clusters Score -6724622 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6724678 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6724751 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -6724804.500000 Penalty: 1081.692261
	Iteration 28Q: 3 clusters Score -6724804 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6724898 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6725017 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6725126 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6725224 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6725343 nChanged 737
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6725484 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6725643 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 116945 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6725754 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6725854 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6725952 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6726110 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 119916 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6726249 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6726371 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6726479 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 122025 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6726597 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6726744 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 123444 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6726878 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 124187 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6727046 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6727195 nChanged 764
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 125696 members 
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	Iteration 48Q: 3 clusters Score -6727339 nChanged 797
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Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 126493 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6727520 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 127348 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6727694 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6727932 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 129063 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6728134 nChanged 827
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Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 129890 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6728363 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6728606 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 131613 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6728857 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 132474 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6729102 nChanged 788
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Mstep: Class 1 contains 12063 members 
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	Iteration 57Q: 3 clusters Score -6729338 nChanged 792
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6729549 nChanged 798
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 134852 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6729764 nChanged 768
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Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6729982 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 136336 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6730198 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6730466 nChanged 726
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Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6730701 nChanged 743
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Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6730929 nChanged 709
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Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6731080 nChanged 645
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Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6731235 nChanged 598
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 140480 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6731392 nChanged 554
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6731478 nChanged 510
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Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6731555 nChanged 441
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 141985 members 
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	Iteration 70Q: 3 clusters Score -6731585 nChanged 422
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Mstep: Class 1 contains 2918 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6731682 nChanged 333
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 142740 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6731728 nChanged 316
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 143056 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6731714 nChanged 299
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 143355 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6731732 nChanged 237
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Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 143592 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6731773 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6731770 nChanged 147
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Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6731776 nChanged 133
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Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 144056 members 
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	Iteration 78Q: 3 clusters Score -6731767 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 144166 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6731776 nChanged 91
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 144257 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6731774 nChanged 81
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Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 144336 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6731760 nChanged 77
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Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6731756 nChanged 58
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Mstep: Class 1 contains 864 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6731744 nChanged 42
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Mstep: Class 1 contains 824 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6731722 nChanged 39
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Mstep: Class 1 contains 785 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6731726 nChanged 33
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Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 144573 members 
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	Iteration 86Q: 3 clusters Score -6731730 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6731746 nChanged 17
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Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 144609 members 
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	Iteration 88Q: 3 clusters Score -6731743 nChanged 14
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Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 144623 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6731736 nChanged 17
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Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6731734 nChanged 14
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Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6731730 nChanged 7
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Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6731728 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -6731718.500000 Penalty: 1081.692261
	Iteration 93Q: 3 clusters Score -6731718 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -6731724.000000 Penalty: 1081.692261
	Iteration 94Q: 3 clusters Score -6731724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 144665 members 
Entering Unmasked Estep 
Score: -6731722.000000 Penalty: 1081.692261
	Iteration 95Q: 3 clusters Score -6731722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 144667 members 
Entering Unmasked Estep 
Score: -6731722.000000 Penalty: 1081.692261
	Iteration 96Q: 3 clusters Score -6731722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -6731720.500000 Penalty: 1081.692261
	Iteration 97Q: 3 clusters Score -6731720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -6731719.000000 Penalty: 1081.692261
	Iteration 98Q: 3 clusters Score -6731719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -6731721.000000 Penalty: 1081.692261
	Iteration 99Q: 3 clusters Score -6731721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -6731721.000000 Penalty: 1081.692261
	Iteration 100F: 3 clusters Score -6731721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 144679 members 
Entering Unmasked Estep 
Score: -6731720.000000 Penalty: 1081.692261
	Iteration 101Q: 3 clusters Score -6731720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -6731719.500000 Penalty: 1081.692261
	Iteration 102Q: 3 clusters Score -6731720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -6731716.000000 Penalty: 1081.692261
	Iteration 103Q: 3 clusters Score -6731716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -6731716.000000 Penalty: 1081.692261
	Iteration 104F: 3 clusters Score -6731716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15639.258789 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15639.26 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15737.598633 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15760.598633 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15767.646484 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15767.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15774.414062 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15774.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15778.294922 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15778.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15780.781250 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15780.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15783.027344 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15783.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15786.626953 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15786.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15791.396484 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15793.086914 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15793.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15794.959961 Penalty: 538.619324
	Iteration 11Q: 3 clusters Score -15794.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15795.529297 Penalty: 538.619324
	Iteration 12Q: 3 clusters Score -15795.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15796.035156 Penalty: 538.619324
	Iteration 13Q: 3 clusters Score -15796.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15796.179688 Penalty: 538.619324
	Iteration 14Q: 3 clusters Score -15796.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15798.611328 Penalty: 538.619324
	Iteration 15Q: 3 clusters Score -15798.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15801.962891 Penalty: 538.619324
	Iteration 16Q: 3 clusters Score -15801.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15804.486328 Penalty: 538.619324
	Iteration 17Q: 3 clusters Score -15804.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15804.486328 Penalty: 538.619324
	Iteration 18F: 3 clusters Score -15804.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8891.874023 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8891.874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8967.983398 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8967.983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8987.995117 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8987.995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8993.191406 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8993.191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8995.636719 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8995.637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8998.237305 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8998.237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8999.749023 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8999.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9003.588867 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9003.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9004.940430 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9004.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9004.940430 Penalty: 485.715973
	Iteration 9F: 3 clusters Score -9004.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -63330.238281 Penalty: 329.351593
	Iteration 0F: 2 clusters Score -63330.24 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 688 members 
Entering Unmasked Estep 
Score: -62285.070312 Penalty: 658.703186
	Iteration 0F: 3 clusters Score -62285.07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -62583.066406 Penalty: 658.703186
	Iteration 1F: 3 clusters Score -62583.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -62633.074219 Penalty: 658.703186
	Iteration 2F: 3 clusters Score -62633.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -62673.523438 Penalty: 658.703186
	Iteration 3Q: 3 clusters Score -62673.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -62716.699219 Penalty: 658.703186
	Iteration 4F: 3 clusters Score -62716.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -62753.902344 Penalty: 658.703186
	Iteration 5Q: 3 clusters Score -62753.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -62786.414062 Penalty: 658.703186
	Iteration 6Q: 3 clusters Score -62786.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62822.886719 Penalty: 658.703186
	Iteration 7Q: 3 clusters Score -62822.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -62853.371094 Penalty: 658.703186
	Iteration 8Q: 3 clusters Score -62853.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -62877.687500 Penalty: 658.703186
	Iteration 9Q: 3 clusters Score -62877.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62889.515625 Penalty: 658.703186
	Iteration 10Q: 3 clusters Score -62889.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -62896.539062 Penalty: 658.703186
	Iteration 11Q: 3 clusters Score -62896.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62905.875000 Penalty: 658.703186
	Iteration 12Q: 3 clusters Score -62905.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62915.835938 Penalty: 658.703186
	Iteration 13Q: 3 clusters Score -62915.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62919.882812 Penalty: 658.703186
	Iteration 14Q: 3 clusters Score -62919.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62924.054688 Penalty: 658.703186
	Iteration 15Q: 3 clusters Score -62924.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62926.992188 Penalty: 658.703186
	Iteration 16Q: 3 clusters Score -62926.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62931.488281 Penalty: 658.703186
	Iteration 17Q: 3 clusters Score -62931.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62933.175781 Penalty: 658.703186
	Iteration 18Q: 3 clusters Score -62933.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62933.371094 Penalty: 658.703186
	Iteration 19Q: 3 clusters Score -62933.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62933.468750 Penalty: 658.703186
	Iteration 20F: 3 clusters Score -62933.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -62934.718750 Penalty: 658.703186
	Iteration 21Q: 3 clusters Score -62934.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62937.746094 Penalty: 658.703186
	Iteration 22Q: 3 clusters Score -62937.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62944.062500 Penalty: 658.703186
	Iteration 23Q: 3 clusters Score -62944.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62949.609375 Penalty: 658.703186
	Iteration 24Q: 3 clusters Score -62949.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -62953.097656 Penalty: 658.703186
	Iteration 25Q: 3 clusters Score -62953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62955.453125 Penalty: 658.703186
	Iteration 26Q: 3 clusters Score -62955.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62957.855469 Penalty: 658.703186
	Iteration 27Q: 3 clusters Score -62957.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -62960.230469 Penalty: 658.703186
	Iteration 28Q: 3 clusters Score -62960.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62963.117188 Penalty: 658.703186
	Iteration 29Q: 3 clusters Score -62963.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -62967.523438 Penalty: 658.703186
	Iteration 30Q: 3 clusters Score -62967.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -62969.910156 Penalty: 658.703186
	Iteration 31Q: 3 clusters Score -62969.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -62970.582031 Penalty: 658.703186
	Iteration 32Q: 3 clusters Score -62970.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -62971.140625 Penalty: 658.703186
	Iteration 33Q: 3 clusters Score -62971.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -62971.847656 Penalty: 658.703186
	Iteration 34Q: 3 clusters Score -62971.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -62972.273438 Penalty: 658.703186
	Iteration 35Q: 3 clusters Score -62972.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62972.382812 Penalty: 658.703186
	Iteration 36Q: 3 clusters Score -62972.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -62972.480469 Penalty: 658.703186
	Iteration 37Q: 3 clusters Score -62972.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62972.953125 Penalty: 658.703186
	Iteration 38Q: 3 clusters Score -62972.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -62973.050781 Penalty: 658.703186
	Iteration 39Q: 3 clusters Score -62973.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -62973.144531 Penalty: 658.703186
	Iteration 40F: 3 clusters Score -62973.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -62973.195312 Penalty: 658.703186
	Iteration 41Q: 3 clusters Score -62973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -62973.195312 Penalty: 658.703186
	Iteration 42F: 3 clusters Score -62973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -109324.851562 Penalty: 352.259521
	Iteration 0F: 2 clusters Score -109324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -107660.265625 Penalty: 704.519043
	Iteration 0F: 3 clusters Score -107660.3 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -108295.710938 Penalty: 704.519043
	Iteration 1F: 3 clusters Score -108295.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -108430.937500 Penalty: 704.519043
	Iteration 2F: 3 clusters Score -108430.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -108544.093750 Penalty: 704.519043
	Iteration 3F: 3 clusters Score -108544.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -108645.632812 Penalty: 704.519043
	Iteration 4F: 3 clusters Score -108645.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -108764.882812 Penalty: 704.519043
	Iteration 5F: 3 clusters Score -108764.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -108870.406250 Penalty: 704.519043
	Iteration 6Q: 3 clusters Score -108870.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -108939.648438 Penalty: 704.519043
	Iteration 7Q: 3 clusters Score -108939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -108971.304688 Penalty: 704.519043
	Iteration 8Q: 3 clusters Score -108971.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -108992.273438 Penalty: 704.519043
	Iteration 9Q: 3 clusters Score -108992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -109001.593750 Penalty: 704.519043
	Iteration 10Q: 3 clusters Score -109001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -109005.500000 Penalty: 704.519043
	Iteration 11Q: 3 clusters Score -109005.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -109010.093750 Penalty: 704.519043
	Iteration 12Q: 3 clusters Score -109010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -109015.171875 Penalty: 704.519043
	Iteration 13Q: 3 clusters Score -109015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -109024.453125 Penalty: 704.519043
	Iteration 14Q: 3 clusters Score -109024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -109029.781250 Penalty: 704.519043
	Iteration 15Q: 3 clusters Score -109029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -109032.453125 Penalty: 704.519043
	Iteration 16Q: 3 clusters Score -109032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -109035.125000 Penalty: 704.519043
	Iteration 17Q: 3 clusters Score -109035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -109037.398438 Penalty: 704.519043
	Iteration 18Q: 3 clusters Score -109037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -109037.398438 Penalty: 704.519043
	Iteration 19F: 3 clusters Score -109037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -197431.859375 Penalty: 380.923096
	Iteration 0F: 2 clusters Score -197431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -194456.734375 Penalty: 761.846191
	Iteration 0F: 3 clusters Score -194456.7 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -195679.687500 Penalty: 761.846191
	Iteration 1F: 3 clusters Score -195679.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -195947.375000 Penalty: 761.846191
	Iteration 2F: 3 clusters Score -195947.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -196226.703125 Penalty: 761.846191
	Iteration 3F: 3 clusters Score -196226.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -196474.281250 Penalty: 761.846191
	Iteration 4F: 3 clusters Score -196474.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -196664.421875 Penalty: 761.846191
	Iteration 5F: 3 clusters Score -196664.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -196791.453125 Penalty: 761.846191
	Iteration 6Q: 3 clusters Score -196791.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -196877.531250 Penalty: 761.846191
	Iteration 7Q: 3 clusters Score -196877.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -196931.875000 Penalty: 761.846191
	Iteration 8Q: 3 clusters Score -196931.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -196967.546875 Penalty: 761.846191
	Iteration 9Q: 3 clusters Score -196967.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -196984.875000 Penalty: 761.846191
	Iteration 10Q: 3 clusters Score -196984.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -196995.796875 Penalty: 761.846191
	Iteration 11Q: 3 clusters Score -196995.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -197007.484375 Penalty: 761.846191
	Iteration 12Q: 3 clusters Score -197007.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197017.500000 Penalty: 761.846191
	Iteration 13Q: 3 clusters Score -197017.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -197025.093750 Penalty: 761.846191
	Iteration 14Q: 3 clusters Score -197025.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -197030.140625 Penalty: 761.846191
	Iteration 15Q: 3 clusters Score -197030.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -197036.765625 Penalty: 761.846191
	Iteration 16Q: 3 clusters Score -197036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -197040.687500 Penalty: 761.846191
	Iteration 17Q: 3 clusters Score -197040.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -197044.109375 Penalty: 761.846191
	Iteration 18Q: 3 clusters Score -197044.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -197050.656250 Penalty: 761.846191
	Iteration 19Q: 3 clusters Score -197050.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197056.671875 Penalty: 761.846191
	Iteration 20F: 3 clusters Score -197056.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197060.687500 Penalty: 761.846191
	Iteration 21Q: 3 clusters Score -197060.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -197063.437500 Penalty: 761.846191
	Iteration 22Q: 3 clusters Score -197063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197066.328125 Penalty: 761.846191
	Iteration 23Q: 3 clusters Score -197066.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -197071.656250 Penalty: 761.846191
	Iteration 24Q: 3 clusters Score -197071.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -197074.656250 Penalty: 761.846191
	Iteration 25Q: 3 clusters Score -197074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197079.078125 Penalty: 761.846191
	Iteration 26Q: 3 clusters Score -197079.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -197082.078125 Penalty: 761.846191
	Iteration 27Q: 3 clusters Score -197082.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -197087.656250 Penalty: 761.846191
	Iteration 28Q: 3 clusters Score -197087.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -197094.296875 Penalty: 761.846191
	Iteration 29Q: 3 clusters Score -197094.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -197099.703125 Penalty: 761.846191
	Iteration 30Q: 3 clusters Score -197099.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197104.875000 Penalty: 761.846191
	Iteration 31Q: 3 clusters Score -197104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197109.890625 Penalty: 761.846191
	Iteration 32Q: 3 clusters Score -197109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197113.953125 Penalty: 761.846191
	Iteration 33Q: 3 clusters Score -197114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197117.593750 Penalty: 761.846191
	Iteration 34Q: 3 clusters Score -197117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -197123.437500 Penalty: 761.846191
	Iteration 35Q: 3 clusters Score -197123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197130.109375 Penalty: 761.846191
	Iteration 36Q: 3 clusters Score -197130.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197140.140625 Penalty: 761.846191
	Iteration 37Q: 3 clusters Score -197140.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197147.593750 Penalty: 761.846191
	Iteration 38Q: 3 clusters Score -197147.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197155.375000 Penalty: 761.846191
	Iteration 39Q: 3 clusters Score -197155.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197169.515625 Penalty: 761.846191
	Iteration 40F: 3 clusters Score -197169.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -197186.890625 Penalty: 761.846191
	Iteration 41Q: 3 clusters Score -197186.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197200.812500 Penalty: 761.846191
	Iteration 42Q: 3 clusters Score -197200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -197211.687500 Penalty: 761.846191
	Iteration 43Q: 3 clusters Score -197211.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -197222.500000 Penalty: 761.846191
	Iteration 44Q: 3 clusters Score -197222.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -197230.640625 Penalty: 761.846191
	Iteration 45Q: 3 clusters Score -197230.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -197238.625000 Penalty: 761.846191
	Iteration 46Q: 3 clusters Score -197238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -197245.859375 Penalty: 761.846191
	Iteration 47Q: 3 clusters Score -197245.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -197248.734375 Penalty: 761.846191
	Iteration 48Q: 3 clusters Score -197248.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -197250.562500 Penalty: 761.846191
	Iteration 49Q: 3 clusters Score -197250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -197251.593750 Penalty: 761.846191
	Iteration 50Q: 3 clusters Score -197251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -197252.390625 Penalty: 761.846191
	Iteration 51Q: 3 clusters Score -197252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197253.296875 Penalty: 761.846191
	Iteration 52Q: 3 clusters Score -197253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -197253.937500 Penalty: 761.846191
	Iteration 53Q: 3 clusters Score -197253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197254.062500 Penalty: 761.846191
	Iteration 54Q: 3 clusters Score -197254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -197254.062500 Penalty: 761.846191
	Iteration 55F: 3 clusters Score -197254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Entering Unmasked Estep 
Score: -3034456.250000 Penalty: 502.800293
	Iteration 0F: 2 clusters Score -3034456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -2992013.750000 Penalty: 1005.600586
	Iteration 0F: 3 clusters Score -2992014 nChanged 30592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3010332.750000 Penalty: 1005.600586
	Iteration 1F: 3 clusters Score -3010333 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3011491.750000 Penalty: 1005.600586
	Iteration 2Q: 3 clusters Score -3011492 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3013154.500000 Penalty: 1005.600586
	Iteration 3F: 3 clusters Score -3013154 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3015733.000000 Penalty: 1005.600586
	Iteration 4F: 3 clusters Score -3015733 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3019345.000000 Penalty: 1005.600586
	Iteration 5F: 3 clusters Score -3019345 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3022935.750000 Penalty: 1005.600586
	Iteration 6F: 3 clusters Score -3022936 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3025033.500000 Penalty: 1005.600586
	Iteration 7F: 3 clusters Score -3025034 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3026024.250000 Penalty: 1005.600586
	Iteration 8Q: 3 clusters Score -3026024 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3026719.250000 Penalty: 1005.600586
	Iteration 9Q: 3 clusters Score -3026719 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3027396.250000 Penalty: 1005.600586
	Iteration 10Q: 3 clusters Score -3027396 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3028057.750000 Penalty: 1005.600586
	Iteration 11Q: 3 clusters Score -3028058 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3028715.500000 Penalty: 1005.600586
	Iteration 12Q: 3 clusters Score -3028716 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3029333.500000 Penalty: 1005.600586
	Iteration 13Q: 3 clusters Score -3029334 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3029825.250000 Penalty: 1005.600586
	Iteration 14Q: 3 clusters Score -3029825 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3030307.000000 Penalty: 1005.600586
	Iteration 15Q: 3 clusters Score -3030307 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3030693.000000 Penalty: 1005.600586
	Iteration 16Q: 3 clusters Score -3030693 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3031021.250000 Penalty: 1005.600586
	Iteration 17Q: 3 clusters Score -3031021 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3031348.250000 Penalty: 1005.600586
	Iteration 18Q: 3 clusters Score -3031348 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3031626.250000 Penalty: 1005.600586
	Iteration 19Q: 3 clusters Score -3031626 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3031867.750000 Penalty: 1005.600586
	Iteration 20F: 3 clusters Score -3031868 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3032126.500000 Penalty: 1005.600586
	Iteration 21Q: 3 clusters Score -3032126 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3032354.500000 Penalty: 1005.600586
	Iteration 22Q: 3 clusters Score -3032354 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3032581.750000 Penalty: 1005.600586
	Iteration 23Q: 3 clusters Score -3032582 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3032801.750000 Penalty: 1005.600586
	Iteration 24Q: 3 clusters Score -3032802 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3032993.250000 Penalty: 1005.600586
	Iteration 25Q: 3 clusters Score -3032993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3033167.250000 Penalty: 1005.600586
	Iteration 26Q: 3 clusters Score -3033167 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3033311.500000 Penalty: 1005.600586
	Iteration 27Q: 3 clusters Score -3033312 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3033443.000000 Penalty: 1005.600586
	Iteration 28Q: 3 clusters Score -3033443 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3033553.250000 Penalty: 1005.600586
	Iteration 29Q: 3 clusters Score -3033553 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3033666.000000 Penalty: 1005.600586
	Iteration 30Q: 3 clusters Score -3033666 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3033768.250000 Penalty: 1005.600586
	Iteration 31Q: 3 clusters Score -3033768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3033851.750000 Penalty: 1005.600586
	Iteration 32Q: 3 clusters Score -3033852 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3033921.250000 Penalty: 1005.600586
	Iteration 33Q: 3 clusters Score -3033921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3033974.500000 Penalty: 1005.600586
	Iteration 34Q: 3 clusters Score -3033974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3034011.000000 Penalty: 1005.600586
	Iteration 35Q: 3 clusters Score -3034011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3034035.750000 Penalty: 1005.600586
	Iteration 36Q: 3 clusters Score -3034036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3034064.500000 Penalty: 1005.600586
	Iteration 37Q: 3 clusters Score -3034064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3034085.250000 Penalty: 1005.600586
	Iteration 38Q: 3 clusters Score -3034085 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3034106.000000 Penalty: 1005.600586
	Iteration 39Q: 3 clusters Score -3034106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3034108.000000 Penalty: 1005.600586
	Iteration 40F: 3 clusters Score -3034108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3034113.500000 Penalty: 1005.600586
	Iteration 41Q: 3 clusters Score -3034114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3034119.000000 Penalty: 1005.600586
	Iteration 42Q: 3 clusters Score -3034119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3034126.000000 Penalty: 1005.600586
	Iteration 43Q: 3 clusters Score -3034126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3034127.500000 Penalty: 1005.600586
	Iteration 44Q: 3 clusters Score -3034128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3034132.500000 Penalty: 1005.600586
	Iteration 45Q: 3 clusters Score -3034132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3034131.000000 Penalty: 1005.600586
	Iteration 46Q: 3 clusters Score -3034131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3034132.000000 Penalty: 1005.600586
	Iteration 47Q: 3 clusters Score -3034132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3034130.250000 Penalty: 1005.600586
	Iteration 48Q: 3 clusters Score -3034130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3034129.250000 Penalty: 1005.600586
	Iteration 49Q: 3 clusters Score -3034129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3034139.750000 Penalty: 1005.600586
	Iteration 50Q: 3 clusters Score -3034140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3034140.750000 Penalty: 1005.600586
	Iteration 51Q: 3 clusters Score -3034141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3034145.000000 Penalty: 1005.600586
	Iteration 52Q: 3 clusters Score -3034145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3034149.000000 Penalty: 1005.600586
	Iteration 53Q: 3 clusters Score -3034149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3034156.000000 Penalty: 1005.600586
	Iteration 54Q: 3 clusters Score -3034156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3034158.000000 Penalty: 1005.600586
	Iteration 55Q: 3 clusters Score -3034158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3034160.250000 Penalty: 1005.600586
	Iteration 56Q: 3 clusters Score -3034160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3034159.500000 Penalty: 1005.600586
	Iteration 57Q: 3 clusters Score -3034160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3034156.750000 Penalty: 1005.600586
	Iteration 58Q: 3 clusters Score -3034157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3034156.500000 Penalty: 1005.600586
	Iteration 59Q: 3 clusters Score -3034156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3034159.500000 Penalty: 1005.600586
	Iteration 60F: 3 clusters Score -3034160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3034162.750000 Penalty: 1005.600586
	Iteration 61Q: 3 clusters Score -3034163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3034173.000000 Penalty: 1005.600586
	Iteration 62Q: 3 clusters Score -3034173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3034173.000000 Penalty: 1005.600586
	Iteration 63Q: 3 clusters Score -3034173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3034181.500000 Penalty: 1005.600586
	Iteration 64Q: 3 clusters Score -3034182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3034185.500000 Penalty: 1005.600586
	Iteration 65Q: 3 clusters Score -3034186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3034187.750000 Penalty: 1005.600586
	Iteration 66Q: 3 clusters Score -3034188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3034191.750000 Penalty: 1005.600586
	Iteration 67Q: 3 clusters Score -3034192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3034192.000000 Penalty: 1005.600586
	Iteration 68Q: 3 clusters Score -3034192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3034194.500000 Penalty: 1005.600586
	Iteration 69Q: 3 clusters Score -3034194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3034197.000000 Penalty: 1005.600586
	Iteration 70Q: 3 clusters Score -3034197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62061 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3034192.750000 Penalty: 1005.600586
	Iteration 71Q: 3 clusters Score -3034193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3034192.500000 Penalty: 1005.600586
	Iteration 72Q: 3 clusters Score -3034192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3034194.750000 Penalty: 1005.600586
	Iteration 73Q: 3 clusters Score -3034195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3034195.000000 Penalty: 1005.600586
	Iteration 74Q: 3 clusters Score -3034195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3034198.750000 Penalty: 1005.600586
	Iteration 75Q: 3 clusters Score -3034199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3034202.750000 Penalty: 1005.600586
	Iteration 76Q: 3 clusters Score -3034203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3034207.000000 Penalty: 1005.600586
	Iteration 77Q: 3 clusters Score -3034207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62124 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3034209.500000 Penalty: 1005.600586
	Iteration 78Q: 3 clusters Score -3034210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3034213.750000 Penalty: 1005.600586
	Iteration 79Q: 3 clusters Score -3034214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3034213.000000 Penalty: 1005.600586
	Iteration 80F: 3 clusters Score -3034213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3034215.750000 Penalty: 1005.600586
	Iteration 81Q: 3 clusters Score -3034216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3034215.500000 Penalty: 1005.600586
	Iteration 82Q: 3 clusters Score -3034216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3034219.000000 Penalty: 1005.600586
	Iteration 83Q: 3 clusters Score -3034219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3034219.500000 Penalty: 1005.600586
	Iteration 84Q: 3 clusters Score -3034220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3034227.500000 Penalty: 1005.600586
	Iteration 85Q: 3 clusters Score -3034228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3034235.500000 Penalty: 1005.600586
	Iteration 86Q: 3 clusters Score -3034236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3034235.250000 Penalty: 1005.600586
	Iteration 87Q: 3 clusters Score -3034235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3034238.750000 Penalty: 1005.600586
	Iteration 88Q: 3 clusters Score -3034239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3034239.250000 Penalty: 1005.600586
	Iteration 89Q: 3 clusters Score -3034239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3034247.000000 Penalty: 1005.600586
	Iteration 90Q: 3 clusters Score -3034247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3034245.500000 Penalty: 1005.600586
	Iteration 91Q: 3 clusters Score -3034246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3034246.250000 Penalty: 1005.600586
	Iteration 92Q: 3 clusters Score -3034246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3034243.750000 Penalty: 1005.600586
	Iteration 93Q: 3 clusters Score -3034244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3034243.500000 Penalty: 1005.600586
	Iteration 94Q: 3 clusters Score -3034244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3034245.500000 Penalty: 1005.600586
	Iteration 95Q: 3 clusters Score -3034246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3034244.000000 Penalty: 1005.600586
	Iteration 96Q: 3 clusters Score -3034244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3034244.000000 Penalty: 1005.600586
	Iteration 97F: 3 clusters Score -3034244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -20171.291016 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -20171.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19687.591797 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -19687.59 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19828.753906 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -19828.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19868.537109 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -19868.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19889.085938 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -19889.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19895.246094 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -19895.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19896.664062 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -19896.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19899.707031 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -19899.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19903.128906 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -19903.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19905.003906 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -19905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19906.621094 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -19906.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19909.021484 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -19909.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19911.609375 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -19911.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19913.923828 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -19913.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19914.863281 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -19914.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19918.228516 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -19918.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19920.789062 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -19920.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19922.890625 Penalty: 557.346191
	Iteration 16Q: 3 clusters Score -19922.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19925.939453 Penalty: 557.346191
	Iteration 17Q: 3 clusters Score -19925.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19930.058594 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -19930.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19932.042969 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -19932.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19936.207031 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -19936.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19937.277344 Penalty: 557.346191
	Iteration 21Q: 3 clusters Score -19937.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19939.916016 Penalty: 557.346191
	Iteration 22Q: 3 clusters Score -19939.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19942.414062 Penalty: 557.346191
	Iteration 23Q: 3 clusters Score -19942.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19942.414062 Penalty: 557.346191
	Iteration 24F: 3 clusters Score -19942.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Entering Unmasked Estep 
Score: -1183475.625000 Penalty: 459.840607
	Iteration 0F: 2 clusters Score -1183476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1167127.375000 Penalty: 919.681213
	Iteration 0F: 3 clusters Score -1167127 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1174413.250000 Penalty: 919.681213
	Iteration 1F: 3 clusters Score -1174413 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1174804.750000 Penalty: 919.681213
	Iteration 2Q: 3 clusters Score -1174805 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1175296.250000 Penalty: 919.681213
	Iteration 3Q: 3 clusters Score -1175296 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1175917.250000 Penalty: 919.681213
	Iteration 4Q: 3 clusters Score -1175917 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1176734.625000 Penalty: 919.681213
	Iteration 5F: 3 clusters Score -1176735 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1177792.500000 Penalty: 919.681213
	Iteration 6F: 3 clusters Score -1177792 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1178950.875000 Penalty: 919.681213
	Iteration 7F: 3 clusters Score -1178951 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1179782.750000 Penalty: 919.681213
	Iteration 8F: 3 clusters Score -1179783 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1180154.250000 Penalty: 919.681213
	Iteration 9Q: 3 clusters Score -1180154 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1180305.125000 Penalty: 919.681213
	Iteration 10Q: 3 clusters Score -1180305 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1180387.750000 Penalty: 919.681213
	Iteration 11Q: 3 clusters Score -1180388 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1180465.250000 Penalty: 919.681213
	Iteration 12Q: 3 clusters Score -1180465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1180546.000000 Penalty: 919.681213
	Iteration 13Q: 3 clusters Score -1180546 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1180639.250000 Penalty: 919.681213
	Iteration 14Q: 3 clusters Score -1180639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1180723.625000 Penalty: 919.681213
	Iteration 15Q: 3 clusters Score -1180724 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1180819.125000 Penalty: 919.681213
	Iteration 16Q: 3 clusters Score -1180819 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1180914.375000 Penalty: 919.681213
	Iteration 17Q: 3 clusters Score -1180914 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1180995.125000 Penalty: 919.681213
	Iteration 18Q: 3 clusters Score -1180995 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1181091.000000 Penalty: 919.681213
	Iteration 19Q: 3 clusters Score -1181091 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1181185.250000 Penalty: 919.681213
	Iteration 20F: 3 clusters Score -1181185 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1181263.375000 Penalty: 919.681213
	Iteration 21Q: 3 clusters Score -1181263 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1181347.125000 Penalty: 919.681213
	Iteration 22Q: 3 clusters Score -1181347 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1181418.750000 Penalty: 919.681213
	Iteration 23Q: 3 clusters Score -1181419 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1181483.125000 Penalty: 919.681213
	Iteration 24Q: 3 clusters Score -1181483 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1181557.750000 Penalty: 919.681213
	Iteration 25Q: 3 clusters Score -1181558 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1181638.000000 Penalty: 919.681213
	Iteration 26Q: 3 clusters Score -1181638 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1181721.625000 Penalty: 919.681213
	Iteration 27Q: 3 clusters Score -1181722 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1181810.000000 Penalty: 919.681213
	Iteration 28Q: 3 clusters Score -1181810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1181900.625000 Penalty: 919.681213
	Iteration 29Q: 3 clusters Score -1181901 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1182007.125000 Penalty: 919.681213
	Iteration 30Q: 3 clusters Score -1182007 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1182118.250000 Penalty: 919.681213
	Iteration 31Q: 3 clusters Score -1182118 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1182205.750000 Penalty: 919.681213
	Iteration 32Q: 3 clusters Score -1182206 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1182288.875000 Penalty: 919.681213
	Iteration 33Q: 3 clusters Score -1182289 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1182387.250000 Penalty: 919.681213
	Iteration 34Q: 3 clusters Score -1182387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1182483.500000 Penalty: 919.681213
	Iteration 35Q: 3 clusters Score -1182484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1182573.750000 Penalty: 919.681213
	Iteration 36Q: 3 clusters Score -1182574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1182674.500000 Penalty: 919.681213
	Iteration 37Q: 3 clusters Score -1182674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1182739.125000 Penalty: 919.681213
	Iteration 38Q: 3 clusters Score -1182739 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1182788.125000 Penalty: 919.681213
	Iteration 39Q: 3 clusters Score -1182788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1182833.000000 Penalty: 919.681213
	Iteration 40F: 3 clusters Score -1182833 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1182868.625000 Penalty: 919.681213
	Iteration 41Q: 3 clusters Score -1182869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1182898.625000 Penalty: 919.681213
	Iteration 42Q: 3 clusters Score -1182899 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1182926.625000 Penalty: 919.681213
	Iteration 43Q: 3 clusters Score -1182927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1182945.250000 Penalty: 919.681213
	Iteration 44Q: 3 clusters Score -1182945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1182964.875000 Penalty: 919.681213
	Iteration 45Q: 3 clusters Score -1182965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1182988.250000 Penalty: 919.681213
	Iteration 46Q: 3 clusters Score -1182988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1183004.750000 Penalty: 919.681213
	Iteration 47Q: 3 clusters Score -1183005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1183022.500000 Penalty: 919.681213
	Iteration 48Q: 3 clusters Score -1183022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1183032.375000 Penalty: 919.681213
	Iteration 49Q: 3 clusters Score -1183032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1183038.750000 Penalty: 919.681213
	Iteration 50Q: 3 clusters Score -1183039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1183048.000000 Penalty: 919.681213
	Iteration 51Q: 3 clusters Score -1183048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1183052.875000 Penalty: 919.681213
	Iteration 52Q: 3 clusters Score -1183053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1183059.375000 Penalty: 919.681213
	Iteration 53Q: 3 clusters Score -1183059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1183065.500000 Penalty: 919.681213
	Iteration 54Q: 3 clusters Score -1183066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1183068.500000 Penalty: 919.681213
	Iteration 55Q: 3 clusters Score -1183068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1183075.750000 Penalty: 919.681213
	Iteration 56Q: 3 clusters Score -1183076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1183080.625000 Penalty: 919.681213
	Iteration 57Q: 3 clusters Score -1183081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1183090.125000 Penalty: 919.681213
	Iteration 58Q: 3 clusters Score -1183090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1183098.250000 Penalty: 919.681213
	Iteration 59Q: 3 clusters Score -1183098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1183105.000000 Penalty: 919.681213
	Iteration 60F: 3 clusters Score -1183105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1183108.125000 Penalty: 919.681213
	Iteration 61Q: 3 clusters Score -1183108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1183111.625000 Penalty: 919.681213
	Iteration 62Q: 3 clusters Score -1183112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1183116.250000 Penalty: 919.681213
	Iteration 63Q: 3 clusters Score -1183116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1183116.625000 Penalty: 919.681213
	Iteration 64Q: 3 clusters Score -1183117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1183118.250000 Penalty: 919.681213
	Iteration 65Q: 3 clusters Score -1183118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1183120.750000 Penalty: 919.681213
	Iteration 66Q: 3 clusters Score -1183121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1183121.750000 Penalty: 919.681213
	Iteration 67Q: 3 clusters Score -1183122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1183121.500000 Penalty: 919.681213
	Iteration 68Q: 3 clusters Score -1183122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1183122.375000 Penalty: 919.681213
	Iteration 69Q: 3 clusters Score -1183122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1183122.500000 Penalty: 919.681213
	Iteration 70Q: 3 clusters Score -1183122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1183121.875000 Penalty: 919.681213
	Iteration 71Q: 3 clusters Score -1183122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1183123.125000 Penalty: 919.681213
	Iteration 72Q: 3 clusters Score -1183123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1183126.000000 Penalty: 919.681213
	Iteration 73Q: 3 clusters Score -1183126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1183127.625000 Penalty: 919.681213
	Iteration 74Q: 3 clusters Score -1183128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1183131.375000 Penalty: 919.681213
	Iteration 75Q: 3 clusters Score -1183131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1183133.375000 Penalty: 919.681213
	Iteration 76Q: 3 clusters Score -1183133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1183134.875000 Penalty: 919.681213
	Iteration 77Q: 3 clusters Score -1183135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1183135.000000 Penalty: 919.681213
	Iteration 78Q: 3 clusters Score -1183135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1183136.250000 Penalty: 919.681213
	Iteration 79Q: 3 clusters Score -1183136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1183135.625000 Penalty: 919.681213
	Iteration 80F: 3 clusters Score -1183136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1183137.000000 Penalty: 919.681213
	Iteration 81Q: 3 clusters Score -1183137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1183136.250000 Penalty: 919.681213
	Iteration 82Q: 3 clusters Score -1183136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1183138.000000 Penalty: 919.681213
	Iteration 83Q: 3 clusters Score -1183138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1183139.625000 Penalty: 919.681213
	Iteration 84Q: 3 clusters Score -1183140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1183141.375000 Penalty: 919.681213
	Iteration 85Q: 3 clusters Score -1183141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1183141.250000 Penalty: 919.681213
	Iteration 86Q: 3 clusters Score -1183141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1183141.250000 Penalty: 919.681213
	Iteration 87F: 3 clusters Score -1183141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6421.253418 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6421.253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6502.017090 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6502.017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6513.409180 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6513.409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6525.720703 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6525.721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6531.031250 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6531.031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6544.449707 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6544.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6552.459473 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6552.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6556.615723 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6556.616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6563.001465 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6563.001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6570.096191 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -6570.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6572.670898 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -6572.671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6572.670898 Penalty: 470.514038
	Iteration 11F: 3 clusters Score -6572.671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2944.286133 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2944.286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2981.713135 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2981.713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2983.122070 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2983.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2983.122070 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -2983.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5741.927246 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5741.927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5812.597656 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5812.598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5820.547363 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -5820.547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5845.960938 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5845.961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5872.912109 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5872.912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5884.101562 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5884.102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5891.500000 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5895.479980 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -5895.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5896.240234 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -5896.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5897.174805 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -5897.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5897.174805 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -5897.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 121681 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 98742 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33171 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 145325 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 62979 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24499 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235470.000000 Penalty: 14972.122070
Iteration 239Q: 26 clusters Score -2.323547e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 121810 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 98731 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33193 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 145260 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 62922 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24468 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235554.000000 Penalty: 14972.122070
Iteration 240F: 26 clusters Score -2.323555e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 121952 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 98714 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33211 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 14 contains 145204 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 62861 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24440 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235566.000000 Penalty: 14972.122070
Iteration 241Q: 26 clusters Score -2.323557e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 122060 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 98700 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33226 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 145152 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 62808 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24421 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235568.000000 Penalty: 14972.122070
Iteration 242Q: 26 clusters Score -2.323557e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 122200 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 98689 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33222 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 145087 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 62754 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235624.000000 Penalty: 14972.122070
Iteration 243Q: 26 clusters Score -2.323562e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 122324 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7500 members 
Mstep: Class 6 contains 98677 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33226 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 145040 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 62700 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24381 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235662.000000 Penalty: 14972.122070
Iteration 244Q: 26 clusters Score -2.323566e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4553 members 
Mstep: Class 3 contains 122433 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 98667 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33236 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 144991 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 62647 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24361 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235664.000000 Penalty: 14972.122070
Iteration 245Q: 26 clusters Score -2.323566e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4563 members 
Mstep: Class 3 contains 122559 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 98634 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33245 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 144965 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 62577 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24345 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235660.000000 Penalty: 14972.122070
Iteration 246Q: 26 clusters Score -2.323566e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 122651 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 98607 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33248 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 144953 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 62520 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24332 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235698.000000 Penalty: 14972.122070
Iteration 247Q: 26 clusters Score -2.32357e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 122741 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 98582 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33264 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 144924 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 62453 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24324 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235688.000000 Penalty: 14972.122070
Iteration 248Q: 26 clusters Score -2.323569e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4589 members 
Mstep: Class 3 contains 122828 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 98564 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33269 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 144900 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 62402 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24312 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235696.000000 Penalty: 14972.122070
Iteration 249Q: 26 clusters Score -2.32357e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 122903 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 98549 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33278 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 144894 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 62353 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24293 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235704.000000 Penalty: 14972.122070
Iteration 250Q: 26 clusters Score -2.32357e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 122982 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7509 members 
Mstep: Class 6 contains 98528 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33284 members 
Mstep: Class 13 contains 2293 members 
Mstep: Class 14 contains 144885 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4341 members 
Mstep: Class 20 contains 62311 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235722.000000 Penalty: 14972.122070
Iteration 251Q: 26 clusters Score -2.323572e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4595 members 
Mstep: Class 3 contains 123056 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7508 members 
Mstep: Class 6 contains 98506 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33291 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 144874 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 62271 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24262 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235760.000000 Penalty: 14972.122070
Iteration 252Q: 26 clusters Score -2.323576e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 123138 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 98490 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33297 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 144856 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 62222 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24252 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235800.000000 Penalty: 14972.122070
Iteration 253Q: 26 clusters Score -2.32358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4594 members 
Mstep: Class 3 contains 123199 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 98482 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33302 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144850 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 62181 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24241 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235824.000000 Penalty: 14972.122070
Iteration 254Q: 26 clusters Score -2.323582e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 123256 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 98475 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33305 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144843 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 62134 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24228 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235836.000000 Penalty: 14972.122070
Iteration 255Q: 26 clusters Score -2.323584e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4598 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7519 members 
Mstep: Class 6 contains 98470 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33310 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144837 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 62077 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24209 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235846.000000 Penalty: 14972.122070
Iteration 256Q: 26 clusters Score -2.323585e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 123431 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7521 members 
Mstep: Class 6 contains 98468 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33317 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144811 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 62018 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24191 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235862.000000 Penalty: 14972.122070
Iteration 257Q: 26 clusters Score -2.323586e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 123525 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 98468 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33324 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144786 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 61955 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24171 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235832.000000 Penalty: 14972.122070
Iteration 258Q: 26 clusters Score -2.323583e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 123613 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 98470 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33330 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144759 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61892 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24159 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235816.000000 Penalty: 14972.122070
Iteration 259Q: 26 clusters Score -2.323582e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 123681 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 98467 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33338 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 144746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 61843 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24149 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235804.000000 Penalty: 14972.122070
Iteration 260F: 26 clusters Score -2.32358e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 123766 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 98464 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33341 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 144718 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 61801 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24136 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235794.000000 Penalty: 14972.122070
Iteration 261Q: 26 clusters Score -2.323579e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 123839 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 98478 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33346 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 144689 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61754 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24118 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235796.000000 Penalty: 14972.122070
Iteration 262Q: 26 clusters Score -2.32358e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 123930 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7520 members 
Mstep: Class 6 contains 98490 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33351 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 144653 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61704 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24097 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235772.000000 Penalty: 14972.122070
Iteration 263Q: 26 clusters Score -2.323577e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124008 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 98498 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33354 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 144637 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61652 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24075 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235766.000000 Penalty: 14972.122070
Iteration 264Q: 26 clusters Score -2.323577e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124079 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 98507 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33366 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 144634 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61589 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24057 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 14972.122070
Iteration 265Q: 26 clusters Score -2.323574e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124147 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 98518 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33376 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 144617 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61534 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24039 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235756.000000 Penalty: 14972.122070
Iteration 266Q: 26 clusters Score -2.323576e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124238 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7510 members 
Mstep: Class 6 contains 98524 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33383 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 144585 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61478 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 24020 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235744.000000 Penalty: 14972.122070
Iteration 267Q: 26 clusters Score -2.323574e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124342 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 98526 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33392 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 144556 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61420 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 23998 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235740.000000 Penalty: 14972.122070
Iteration 268Q: 26 clusters Score -2.323574e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 124426 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 98517 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33406 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 144553 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 61364 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23974 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235824.000000 Penalty: 14972.122070
Iteration 269Q: 26 clusters Score -2.323582e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4604 members 
Mstep: Class 3 contains 124496 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7494 members 
Mstep: Class 6 contains 98516 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33420 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 144543 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61312 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23952 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235852.000000 Penalty: 14972.122070
Iteration 270Q: 26 clusters Score -2.323585e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4604 members 
Mstep: Class 3 contains 124553 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 98513 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33431 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 144553 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61265 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23922 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235864.000000 Penalty: 14972.122070
Iteration 271Q: 26 clusters Score -2.323586e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 124576 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 98504 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33443 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 144583 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61226 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23899 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 14972.122070
Iteration 272Q: 26 clusters Score -2.323589e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 124615 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7481 members 
Mstep: Class 6 contains 98494 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33451 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 144607 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61190 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23876 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235916.000000 Penalty: 14972.122070
Iteration 273Q: 26 clusters Score -2.323592e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4607 members 
Mstep: Class 3 contains 124663 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7480 members 
Mstep: Class 6 contains 98490 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33468 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 144592 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61159 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23861 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235876.000000 Penalty: 14972.122070
Iteration 274Q: 26 clusters Score -2.323588e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 124699 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 98496 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33476 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 144576 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 61134 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23845 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235898.000000 Penalty: 14972.122070
Iteration 275Q: 26 clusters Score -2.32359e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 124726 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 98508 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33485 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 144575 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61110 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23821 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235906.000000 Penalty: 14972.122070
Iteration 276Q: 26 clusters Score -2.323591e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4609 members 
Mstep: Class 3 contains 124740 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 98523 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33488 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 144572 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61084 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23813 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235890.000000 Penalty: 14972.122070
Iteration 277Q: 26 clusters Score -2.323589e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 124758 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 98544 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33492 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 144553 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61070 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23800 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235916.000000 Penalty: 14972.122070
Iteration 278Q: 26 clusters Score -2.323592e+07 nChanged 258
Entering ConstructFrom: 
Score: -23235916.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -11489.718750 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -11489.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11116.530273 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -11116.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11209.607422 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -11209.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11244.394531 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -11244.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11289.249023 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -11289.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11306.683594 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -11306.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11334.434570 Penalty: 524.346680
	Iteration 5F: 3 clusters Score -11334.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11363.038086 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -11363.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11386.892578 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -11386.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11401.101562 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -11401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11412.983398 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -11412.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11421.825195 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -11421.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11426.326172 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -11426.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11427.779297 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -11427.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11427.779297 Penalty: 524.346680
	Iteration 13F: 3 clusters Score -11427.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Entering Unmasked Estep 
Score: -208375.109375 Penalty: 383.847107
	Iteration 0F: 2 clusters Score -208375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -205213.921875 Penalty: 767.694214
	Iteration 0F: 3 clusters Score -205213.9 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -206408.562500 Penalty: 767.694214
	Iteration 1F: 3 clusters Score -206408.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -206623.656250 Penalty: 767.694214
	Iteration 2F: 3 clusters Score -206623.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -206861.890625 Penalty: 767.694214
	Iteration 3F: 3 clusters Score -206861.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -207089.484375 Penalty: 767.694214
	Iteration 4F: 3 clusters Score -207089.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -207303.171875 Penalty: 767.694214
	Iteration 5F: 3 clusters Score -207303.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -207498.843750 Penalty: 767.694214
	Iteration 6F: 3 clusters Score -207498.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207632.718750 Penalty: 767.694214
	Iteration 7Q: 3 clusters Score -207632.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207719.453125 Penalty: 767.694214
	Iteration 8Q: 3 clusters Score -207719.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -207787.687500 Penalty: 767.694214
	Iteration 9Q: 3 clusters Score -207787.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -207842.921875 Penalty: 767.694214
	Iteration 10Q: 3 clusters Score -207842.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -207883.812500 Penalty: 767.694214
	Iteration 11Q: 3 clusters Score -207883.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -207912.515625 Penalty: 767.694214
	Iteration 12Q: 3 clusters Score -207912.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -207939.031250 Penalty: 767.694214
	Iteration 13Q: 3 clusters Score -207939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -207960.093750 Penalty: 767.694214
	Iteration 14Q: 3 clusters Score -207960.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -207983.500000 Penalty: 767.694214
	Iteration 15Q: 3 clusters Score -207983.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -208005.156250 Penalty: 767.694214
	Iteration 16Q: 3 clusters Score -208005.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -208030.875000 Penalty: 767.694214
	Iteration 17Q: 3 clusters Score -208030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -208049.484375 Penalty: 767.694214
	Iteration 18Q: 3 clusters Score -208049.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -208061.968750 Penalty: 767.694214
	Iteration 19Q: 3 clusters Score -208062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -208083.531250 Penalty: 767.694214
	Iteration 20F: 3 clusters Score -208083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -208139.500000 Penalty: 767.694214
	Iteration 21Q: 3 clusters Score -208139.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -208156.437500 Penalty: 767.694214
	Iteration 22Q: 3 clusters Score -208156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -208169.890625 Penalty: 767.694214
	Iteration 23Q: 3 clusters Score -208169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -208174.843750 Penalty: 767.694214
	Iteration 24Q: 3 clusters Score -208174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -208176.062500 Penalty: 767.694214
	Iteration 25Q: 3 clusters Score -208176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -208177.437500 Penalty: 767.694214
	Iteration 26Q: 3 clusters Score -208177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -208178.484375 Penalty: 767.694214
	Iteration 27Q: 3 clusters Score -208178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -208179.375000 Penalty: 767.694214
	Iteration 28Q: 3 clusters Score -208179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -208184.765625 Penalty: 767.694214
	Iteration 29Q: 3 clusters Score -208184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -208187.437500 Penalty: 767.694214
	Iteration 30Q: 3 clusters Score -208187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -208188.359375 Penalty: 767.694214
	Iteration 31Q: 3 clusters Score -208188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -208188.562500 Penalty: 767.694214
	Iteration 32Q: 3 clusters Score -208188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -208189.468750 Penalty: 767.694214
	Iteration 33Q: 3 clusters Score -208189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -208190.500000 Penalty: 767.694214
	Iteration 34Q: 3 clusters Score -208190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -208190.500000 Penalty: 767.694214
	Iteration 35F: 3 clusters Score -208190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (124774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124774 members 
Entering Unmasked Estep 
Score: -5782301.000000 Penalty: 533.908813
	Iteration 0F: 2 clusters Score -5782301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -5697638.500000 Penalty: 1067.817627
	Iteration 0F: 3 clusters Score -5697638 nChanged 61044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -5733786.000000 Penalty: 1067.817627
	Iteration 1F: 3 clusters Score -5733786 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -5735219.000000 Penalty: 1067.817627
	Iteration 2Q: 3 clusters Score -5735219 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -5737570.500000 Penalty: 1067.817627
	Iteration 3Q: 3 clusters Score -5737570 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -5741410.000000 Penalty: 1067.817627
	Iteration 4Q: 3 clusters Score -5741410 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -5747263.500000 Penalty: 1067.817627
	Iteration 5F: 3 clusters Score -5747264 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -5755115.000000 Penalty: 1067.817627
	Iteration 6F: 3 clusters Score -5755115 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -5761480.000000 Penalty: 1067.817627
	Iteration 7F: 3 clusters Score -5761480 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -5764642.000000 Penalty: 1067.817627
	Iteration 8F: 3 clusters Score -5764642 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 80072 members 
Entering Unmasked Estep 
Score: -5766069.500000 Penalty: 1067.817627
	Iteration 9Q: 3 clusters Score -5766070 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -5766952.500000 Penalty: 1067.817627
	Iteration 10Q: 3 clusters Score -5766952 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -5767716.500000 Penalty: 1067.817627
	Iteration 11Q: 3 clusters Score -5767716 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -5768465.000000 Penalty: 1067.817627
	Iteration 12Q: 3 clusters Score -5768465 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -5769210.000000 Penalty: 1067.817627
	Iteration 13Q: 3 clusters Score -5769210 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -5769879.500000 Penalty: 1067.817627
	Iteration 14Q: 3 clusters Score -5769880 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -5770511.000000 Penalty: 1067.817627
	Iteration 15Q: 3 clusters Score -5770511 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 83170 members 
Entering Unmasked Estep 
Score: -5771089.000000 Penalty: 1067.817627
	Iteration 16Q: 3 clusters Score -5771089 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -5771672.500000 Penalty: 1067.817627
	Iteration 17Q: 3 clusters Score -5771672 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -5772192.000000 Penalty: 1067.817627
	Iteration 18Q: 3 clusters Score -5772192 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -5772671.000000 Penalty: 1067.817627
	Iteration 19Q: 3 clusters Score -5772671 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -5773224.000000 Penalty: 1067.817627
	Iteration 20F: 3 clusters Score -5773224 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -5773794.500000 Penalty: 1067.817627
	Iteration 21Q: 3 clusters Score -5773794 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -5774284.000000 Penalty: 1067.817627
	Iteration 22Q: 3 clusters Score -5774284 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -5774759.500000 Penalty: 1067.817627
	Iteration 23Q: 3 clusters Score -5774760 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -5775193.500000 Penalty: 1067.817627
	Iteration 24Q: 3 clusters Score -5775194 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -5775532.500000 Penalty: 1067.817627
	Iteration 25Q: 3 clusters Score -5775532 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -5775720.500000 Penalty: 1067.817627
	Iteration 26Q: 3 clusters Score -5775720 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -5775921.500000 Penalty: 1067.817627
	Iteration 27Q: 3 clusters Score -5775922 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -5775997.500000 Penalty: 1067.817627
	Iteration 28Q: 3 clusters Score -5775998 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -5776070.500000 Penalty: 1067.817627
	Iteration 29Q: 3 clusters Score -5776070 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5776112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5776149 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5776136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5776142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5776136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5776149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5776160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5776166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5776167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5776165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -5776163.000000 Penalty: 1067.817627
	Iteration 40F: 3 clusters Score -5776163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5776163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5776158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5776150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5776142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5776148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5776136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5776140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5776127 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5776121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5776120 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5776118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5776118 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5776122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5776129 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5776120 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5776125 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5776128 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5776126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5776120 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5776114 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5776110 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5776112 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5776116 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5776110 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5776120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5776142 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5776141 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5776130 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5776124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5776115 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5776124 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5776132 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5776127 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5776114 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5776124 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5776121 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5776122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5776120 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5776150 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5776132 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5776129 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5776118 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5776114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5776113 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5776122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5776100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5776103 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5776112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5776114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5776132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5776118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5776127 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5776126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5776132 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 72083 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5776138 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5776124 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5776112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5776119 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5776118 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5776128 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5776141 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5776143 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5776170 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5776180 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5776188 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5776196 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5776239 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5776235 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5776232 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5776234 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5776220 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5776242 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5776248 nChanged 332
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Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5776227 nChanged 348
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Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5776222 nChanged 302
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Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5776229 nChanged 348
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Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5776247 nChanged 344
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Mstep: Class 1 contains 59887 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5776228 nChanged 371
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Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5776252 nChanged 422
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Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5776255 nChanged 427
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Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5776271 nChanged 409
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Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5776272 nChanged 423
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Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5776273 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -5776275.500000 Penalty: 1067.817627
	Iteration 124Q: 3 clusters Score -5776276 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -5776287.000000 Penalty: 1067.817627
	Iteration 125Q: 3 clusters Score -5776287 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -5776300.500000 Penalty: 1067.817627
	Iteration 126Q: 3 clusters Score -5776300 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -5776302.500000 Penalty: 1067.817627
	Iteration 127Q: 3 clusters Score -5776302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -5776308.500000 Penalty: 1067.817627
	Iteration 128Q: 3 clusters Score -5776308 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -5776352.500000 Penalty: 1067.817627
	Iteration 129Q: 3 clusters Score -5776352 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5776362 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -5776393.000000 Penalty: 1067.817627
	Iteration 131Q: 3 clusters Score -5776393 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -5776419.000000 Penalty: 1067.817627
	Iteration 132Q: 3 clusters Score -5776419 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -5776444.000000 Penalty: 1067.817627
	Iteration 133Q: 3 clusters Score -5776444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -5776477.500000 Penalty: 1067.817627
	Iteration 134Q: 3 clusters Score -5776478 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -5776489.000000 Penalty: 1067.817627
	Iteration 135Q: 3 clusters Score -5776489 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -5776505.500000 Penalty: 1067.817627
	Iteration 136Q: 3 clusters Score -5776506 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -5776492.000000 Penalty: 1067.817627
	Iteration 137Q: 3 clusters Score -5776492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -5776510.000000 Penalty: 1067.817627
	Iteration 138Q: 3 clusters Score -5776510 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -5776547.500000 Penalty: 1067.817627
	Iteration 139Q: 3 clusters Score -5776548 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -5776537.000000 Penalty: 1067.817627
	Iteration 140F: 3 clusters Score -5776537 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -5776547.000000 Penalty: 1067.817627
	Iteration 141Q: 3 clusters Score -5776547 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -5776593.500000 Penalty: 1067.817627
	Iteration 142Q: 3 clusters Score -5776594 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -5776600.000000 Penalty: 1067.817627
	Iteration 143Q: 3 clusters Score -5776600 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -5776614.500000 Penalty: 1067.817627
	Iteration 144Q: 3 clusters Score -5776614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -5776641.500000 Penalty: 1067.817627
	Iteration 145Q: 3 clusters Score -5776642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -5776648.500000 Penalty: 1067.817627
	Iteration 146Q: 3 clusters Score -5776648 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -5776670.500000 Penalty: 1067.817627
	Iteration 147Q: 3 clusters Score -5776670 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -5776683.000000 Penalty: 1067.817627
	Iteration 148Q: 3 clusters Score -5776683 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -5776706.500000 Penalty: 1067.817627
	Iteration 149Q: 3 clusters Score -5776706 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -5776719.000000 Penalty: 1067.817627
	Iteration 150Q: 3 clusters Score -5776719 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -5776740.000000 Penalty: 1067.817627
	Iteration 151Q: 3 clusters Score -5776740 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74003 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -5776749.000000 Penalty: 1067.817627
	Iteration 152Q: 3 clusters Score -5776749 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -5776763.000000 Penalty: 1067.817627
	Iteration 153Q: 3 clusters Score -5776763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -5776774.000000 Penalty: 1067.817627
	Iteration 154Q: 3 clusters Score -5776774 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -5776764.500000 Penalty: 1067.817627
	Iteration 155Q: 3 clusters Score -5776764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -5776795.000000 Penalty: 1067.817627
	Iteration 156Q: 3 clusters Score -5776795 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -5776788.000000 Penalty: 1067.817627
	Iteration 157Q: 3 clusters Score -5776788 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -5776819.000000 Penalty: 1067.817627
	Iteration 158Q: 3 clusters Score -5776819 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -5776798.500000 Penalty: 1067.817627
	Iteration 159Q: 3 clusters Score -5776798 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -5776796.000000 Penalty: 1067.817627
	Iteration 160F: 3 clusters Score -5776796 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -5776786.000000 Penalty: 1067.817627
	Iteration 161Q: 3 clusters Score -5776786 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77172 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5776793.500000 Penalty: 1067.817627
	Iteration 162Q: 3 clusters Score -5776794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5776820.000000 Penalty: 1067.817627
	Iteration 163Q: 3 clusters Score -5776820 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -5776816.000000 Penalty: 1067.817627
	Iteration 164Q: 3 clusters Score -5776816 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5776827.500000 Penalty: 1067.817627
	Iteration 165Q: 3 clusters Score -5776828 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -5776824.000000 Penalty: 1067.817627
	Iteration 166Q: 3 clusters Score -5776824 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5776836.500000 Penalty: 1067.817627
	Iteration 167Q: 3 clusters Score -5776836 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5776847.500000 Penalty: 1067.817627
	Iteration 168Q: 3 clusters Score -5776848 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5776829.000000 Penalty: 1067.817627
	Iteration 169Q: 3 clusters Score -5776829 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -5776828.000000 Penalty: 1067.817627
	Iteration 170Q: 3 clusters Score -5776828 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5776835.000000 Penalty: 1067.817627
	Iteration 171Q: 3 clusters Score -5776835 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5776851.500000 Penalty: 1067.817627
	Iteration 172Q: 3 clusters Score -5776852 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5776862.000000 Penalty: 1067.817627
	Iteration 173Q: 3 clusters Score -5776862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -5776868.500000 Penalty: 1067.817627
	Iteration 174Q: 3 clusters Score -5776868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5776868.000000 Penalty: 1067.817627
	Iteration 175Q: 3 clusters Score -5776868 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -5776882.500000 Penalty: 1067.817627
	Iteration 176Q: 3 clusters Score -5776882 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5776897.000000 Penalty: 1067.817627
	Iteration 177Q: 3 clusters Score -5776897 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5776915.500000 Penalty: 1067.817627
	Iteration 178Q: 3 clusters Score -5776916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5776903.500000 Penalty: 1067.817627
	Iteration 179Q: 3 clusters Score -5776904 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5776912.500000 Penalty: 1067.817627
	Iteration 180F: 3 clusters Score -5776912 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5776941.000000 Penalty: 1067.817627
	Iteration 181Q: 3 clusters Score -5776941 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -5776986.500000 Penalty: 1067.817627
	Iteration 182Q: 3 clusters Score -5776986 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5777002.500000 Penalty: 1067.817627
	Iteration 183Q: 3 clusters Score -5777002 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5777026.000000 Penalty: 1067.817627
	Iteration 184Q: 3 clusters Score -5777026 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5777056.000000 Penalty: 1067.817627
	Iteration 185Q: 3 clusters Score -5777056 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5777084.000000 Penalty: 1067.817627
	Iteration 186Q: 3 clusters Score -5777084 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -5777093.000000 Penalty: 1067.817627
	Iteration 187Q: 3 clusters Score -5777093 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5777099.000000 Penalty: 1067.817627
	Iteration 188Q: 3 clusters Score -5777099 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5777116.500000 Penalty: 1067.817627
	Iteration 189Q: 3 clusters Score -5777116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5777151.000000 Penalty: 1067.817627
	Iteration 190Q: 3 clusters Score -5777151 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5777177.500000 Penalty: 1067.817627
	Iteration 191Q: 3 clusters Score -5777178 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5777193.500000 Penalty: 1067.817627
	Iteration 192Q: 3 clusters Score -5777194 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5777184.500000 Penalty: 1067.817627
	Iteration 193Q: 3 clusters Score -5777184 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86705 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5777198.500000 Penalty: 1067.817627
	Iteration 194Q: 3 clusters Score -5777198 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5777184.500000 Penalty: 1067.817627
	Iteration 195Q: 3 clusters Score -5777184 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5777180.000000 Penalty: 1067.817627
	Iteration 196Q: 3 clusters Score -5777180 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5777179.500000 Penalty: 1067.817627
	Iteration 197Q: 3 clusters Score -5777180 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -5777191.000000 Penalty: 1067.817627
	Iteration 198Q: 3 clusters Score -5777191 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -5777215.500000 Penalty: 1067.817627
	Iteration 199Q: 3 clusters Score -5777216 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -5777225.000000 Penalty: 1067.817627
	Iteration 200F: 3 clusters Score -5777225 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -5777243.000000 Penalty: 1067.817627
	Iteration 201Q: 3 clusters Score -5777243 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89628 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5777275.000000 Penalty: 1067.817627
	Iteration 202Q: 3 clusters Score -5777275 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -5777293.000000 Penalty: 1067.817627
	Iteration 203Q: 3 clusters Score -5777293 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90313 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -5777308.000000 Penalty: 1067.817627
	Iteration 204Q: 3 clusters Score -5777308 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5777333.500000 Penalty: 1067.817627
	Iteration 205Q: 3 clusters Score -5777334 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5777335.500000 Penalty: 1067.817627
	Iteration 206Q: 3 clusters Score -5777336 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -5777362.000000 Penalty: 1067.817627
	Iteration 207Q: 3 clusters Score -5777362 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -5777371.500000 Penalty: 1067.817627
	Iteration 208Q: 3 clusters Score -5777372 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5777385.000000 Penalty: 1067.817627
	Iteration 209Q: 3 clusters Score -5777385 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -5777388.000000 Penalty: 1067.817627
	Iteration 210Q: 3 clusters Score -5777388 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -5777403.500000 Penalty: 1067.817627
	Iteration 211Q: 3 clusters Score -5777404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -5777410.000000 Penalty: 1067.817627
	Iteration 212Q: 3 clusters Score -5777410 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -5777426.000000 Penalty: 1067.817627
	Iteration 213Q: 3 clusters Score -5777426 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5777445.000000 Penalty: 1067.817627
	Iteration 214Q: 3 clusters Score -5777445 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5777431.500000 Penalty: 1067.817627
	Iteration 215Q: 3 clusters Score -5777432 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5777435 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5777418 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94142 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5777448 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5777465 nChanged 251
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Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5777446 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94884 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5777462 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5777480 nChanged 244
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Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5777472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5777488 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5777478 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5777491 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5777506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5777506 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5777528 nChanged 256
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Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5777534 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5777549 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5777545 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5777543 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5777532 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5777524 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5777539 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -5777550.500000 Penalty: 1067.817627
	Iteration 237Q: 3 clusters Score -5777550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5777557 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5777566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99174 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5777569 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5777586 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5777586 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5777574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -5777555.500000 Penalty: 1067.817627
	Iteration 244Q: 3 clusters Score -5777556 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5777548 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5777566 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5777567 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5777576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5777596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5777606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5777624 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5777639 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5777628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5777632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5777654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5777642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5777654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5777654 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5777670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5777672.000000 Penalty: 1067.817627
	Iteration 260F: 3 clusters Score -5777672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5777680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5777678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5777673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5777684 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5777662 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5777660 nChanged 99
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Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5777658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 21216 members 
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	Iteration 268Q: 3 clusters Score -5777665 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5777674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5777668 nChanged 70
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Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 20985 members 
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	Iteration 271Q: 3 clusters Score -5777676 nChanged 79
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Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5777664 nChanged 83
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Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5777672 nChanged 91
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Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5777670 nChanged 81
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Mstep: Class 1 contains 104123 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5777680 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5777678 nChanged 62
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Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5777687 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5777694 nChanged 84
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Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5777692 nChanged 83
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Mstep: Class 1 contains 104494 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5777676 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5777676 nChanged 88
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Mstep: Class 1 contains 104674 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5777684 nChanged 123
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Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5777680 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5777685 nChanged 130
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Mstep: Class 1 contains 105040 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5777690 nChanged 146
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Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5777690 nChanged 145
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Mstep: Class 1 contains 105331 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5777697 nChanged 174
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Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5777722.000000 Penalty: 1067.817627
	Iteration 288Q: 3 clusters Score -5777722 nChanged 161
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Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5777722 nChanged 138
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Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 18970 members 
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	Iteration 290Q: 3 clusters Score -5777711 nChanged 123
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Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5777710 nChanged 129
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Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5777706 nChanged 138
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Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5777718 nChanged 155
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Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5777730 nChanged 139
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Mstep: Class 1 contains 106486 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5777750 nChanged 130
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Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5777760 nChanged 134
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Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5777772 nChanged 119
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Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5777782 nChanged 116
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Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5777780 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5777771.500000 Penalty: 1067.817627
	Iteration 300F: 3 clusters Score -5777772 nChanged 109
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Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5777766 nChanged 119
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Mstep: Class 1 contains 107328 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5777772 nChanged 129
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Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5777779 nChanged 127
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Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5777780 nChanged 136
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Mstep: Class 1 contains 107720 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5777782 nChanged 136
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Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5777785 nChanged 151
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Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5777774.500000 Penalty: 1067.817627
	Iteration 307Q: 3 clusters Score -5777774 nChanged 149
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Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5777790.000000 Penalty: 1067.817627
	Iteration 308Q: 3 clusters Score -5777790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -5777798.500000 Penalty: 1067.817627
	Iteration 309Q: 3 clusters Score -5777798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -5777819.500000 Penalty: 1067.817627
	Iteration 310Q: 3 clusters Score -5777820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108647 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5777827.000000 Penalty: 1067.817627
	Iteration 311Q: 3 clusters Score -5777827 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5777844.500000 Penalty: 1067.817627
	Iteration 312Q: 3 clusters Score -5777844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -5777843.000000 Penalty: 1067.817627
	Iteration 313Q: 3 clusters Score -5777843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -5777846.500000 Penalty: 1067.817627
	Iteration 314Q: 3 clusters Score -5777846 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109449 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5777872.000000 Penalty: 1067.817627
	Iteration 315Q: 3 clusters Score -5777872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5777870.500000 Penalty: 1067.817627
	Iteration 316Q: 3 clusters Score -5777870 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109880 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5777866.500000 Penalty: 1067.817627
	Iteration 317Q: 3 clusters Score -5777866 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5777886.000000 Penalty: 1067.817627
	Iteration 318Q: 3 clusters Score -5777886 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5777903.000000 Penalty: 1067.817627
	Iteration 319Q: 3 clusters Score -5777903 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -5777911.500000 Penalty: 1067.817627
	Iteration 320F: 3 clusters Score -5777912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5777941.000000 Penalty: 1067.817627
	Iteration 321Q: 3 clusters Score -5777941 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5777952.000000 Penalty: 1067.817627
	Iteration 322Q: 3 clusters Score -5777952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5777959.500000 Penalty: 1067.817627
	Iteration 323Q: 3 clusters Score -5777960 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5777979.000000 Penalty: 1067.817627
	Iteration 324Q: 3 clusters Score -5777979 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5777993.500000 Penalty: 1067.817627
	Iteration 325Q: 3 clusters Score -5777994 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5778014.000000 Penalty: 1067.817627
	Iteration 326Q: 3 clusters Score -5778014 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112391 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5778061.000000 Penalty: 1067.817627
	Iteration 327Q: 3 clusters Score -5778061 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -5778091.000000 Penalty: 1067.817627
	Iteration 328Q: 3 clusters Score -5778091 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -5778148.000000 Penalty: 1067.817627
	Iteration 329Q: 3 clusters Score -5778148 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5778171.000000 Penalty: 1067.817627
	Iteration 330Q: 3 clusters Score -5778171 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -5778223.000000 Penalty: 1067.817627
	Iteration 331Q: 3 clusters Score -5778223 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -5778294.000000 Penalty: 1067.817627
	Iteration 332Q: 3 clusters Score -5778294 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114540 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -5778382.500000 Penalty: 1067.817627
	Iteration 333Q: 3 clusters Score -5778382 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5778469.000000 Penalty: 1067.817627
	Iteration 334Q: 3 clusters Score -5778469 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -5778575.000000 Penalty: 1067.817627
	Iteration 335Q: 3 clusters Score -5778575 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116071 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5778688.500000 Penalty: 1067.817627
	Iteration 336Q: 3 clusters Score -5778688 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5778864.500000 Penalty: 1067.817627
	Iteration 337Q: 3 clusters Score -5778864 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5779055.000000 Penalty: 1067.817627
	Iteration 338Q: 3 clusters Score -5779055 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -5779297.500000 Penalty: 1067.817627
	Iteration 339Q: 3 clusters Score -5779298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5779483.000000 Penalty: 1067.817627
	Iteration 340F: 3 clusters Score -5779483 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119240 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5779666.500000 Penalty: 1067.817627
	Iteration 341Q: 3 clusters Score -5779666 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5779860.500000 Penalty: 1067.817627
	Iteration 342Q: 3 clusters Score -5779860 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5780113.500000 Penalty: 1067.817627
	Iteration 343Q: 3 clusters Score -5780114 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5780342.000000 Penalty: 1067.817627
	Iteration 344Q: 3 clusters Score -5780342 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5780544.000000 Penalty: 1067.817627
	Iteration 345Q: 3 clusters Score -5780544 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121981 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5780779.000000 Penalty: 1067.817627
	Iteration 346Q: 3 clusters Score -5780779 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5780948.000000 Penalty: 1067.817627
	Iteration 347Q: 3 clusters Score -5780948 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122767 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5781098.500000 Penalty: 1067.817627
	Iteration 348Q: 3 clusters Score -5781098 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5781228.500000 Penalty: 1067.817627
	Iteration 349Q: 3 clusters Score -5781228 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5781355.500000 Penalty: 1067.817627
	Iteration 350Q: 3 clusters Score -5781356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5781454.500000 Penalty: 1067.817627
	Iteration 351Q: 3 clusters Score -5781454 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5781522.500000 Penalty: 1067.817627
	Iteration 352Q: 3 clusters Score -5781522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5781567.500000 Penalty: 1067.817627
	Iteration 353Q: 3 clusters Score -5781568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124068 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5781619.000000 Penalty: 1067.817627
	Iteration 354Q: 3 clusters Score -5781619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124164 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5781677.500000 Penalty: 1067.817627
	Iteration 355Q: 3 clusters Score -5781678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124242 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5781702.000000 Penalty: 1067.817627
	Iteration 356Q: 3 clusters Score -5781702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124294 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5781728.500000 Penalty: 1067.817627
	Iteration 357Q: 3 clusters Score -5781728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124326 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5781743.000000 Penalty: 1067.817627
	Iteration 358Q: 3 clusters Score -5781743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124356 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5781757.000000 Penalty: 1067.817627
	Iteration 359Q: 3 clusters Score -5781757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5781760.000000 Penalty: 1067.817627
	Iteration 360F: 3 clusters Score -5781760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124400 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5781761.500000 Penalty: 1067.817627
	Iteration 361Q: 3 clusters Score -5781762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124415 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5781779.500000 Penalty: 1067.817627
	Iteration 362Q: 3 clusters Score -5781780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5781782.500000 Penalty: 1067.817627
	Iteration 363Q: 3 clusters Score -5781782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124431 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5781775.000000 Penalty: 1067.817627
	Iteration 364Q: 3 clusters Score -5781775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5781783.000000 Penalty: 1067.817627
	Iteration 365Q: 3 clusters Score -5781783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5781795.500000 Penalty: 1067.817627
	Iteration 366Q: 3 clusters Score -5781796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124459 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5781810.000000 Penalty: 1067.817627
	Iteration 367Q: 3 clusters Score -5781810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5781817.500000 Penalty: 1067.817627
	Iteration 368Q: 3 clusters Score -5781818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5781825.500000 Penalty: 1067.817627
	Iteration 369Q: 3 clusters Score -5781826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124486 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5781840.500000 Penalty: 1067.817627
	Iteration 370Q: 3 clusters Score -5781840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5781841.000000 Penalty: 1067.817627
	Iteration 371Q: 3 clusters Score -5781841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5781840.500000 Penalty: 1067.817627
	Iteration 372Q: 3 clusters Score -5781840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5781846.000000 Penalty: 1067.817627
	Iteration 373Q: 3 clusters Score -5781846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5781846.500000 Penalty: 1067.817627
	Iteration 374Q: 3 clusters Score -5781846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5781855.500000 Penalty: 1067.817627
	Iteration 375Q: 3 clusters Score -5781856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5781862.500000 Penalty: 1067.817627
	Iteration 376Q: 3 clusters Score -5781862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5781864.000000 Penalty: 1067.817627
	Iteration 377Q: 3 clusters Score -5781864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5781865.500000 Penalty: 1067.817627
	Iteration 378Q: 3 clusters Score -5781866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124541 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5781868.500000 Penalty: 1067.817627
	Iteration 379Q: 3 clusters Score -5781868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5781864.500000 Penalty: 1067.817627
	Iteration 380F: 3 clusters Score -5781864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5781861.500000 Penalty: 1067.817627
	Iteration 381Q: 3 clusters Score -5781862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5781861.500000 Penalty: 1067.817627
	Iteration 382Q: 3 clusters Score -5781862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5781863.500000 Penalty: 1067.817627
	Iteration 383Q: 3 clusters Score -5781864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5781863.500000 Penalty: 1067.817627
	Iteration 384F: 3 clusters Score -5781864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -35677.320312 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -35677.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34953.558594 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -34953.56 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35216.074219 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -35216.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35309.777344 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -35309.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35392.789062 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -35392.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35456.050781 Penalty: 615.197754
	Iteration 4F: 3 clusters Score -35456.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35487.292969 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -35487.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35505.550781 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -35505.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35514.121094 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -35514.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35519.902344 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -35519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35522.800781 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -35522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35526.863281 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -35526.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35533.312500 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -35533.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35535.003906 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -35535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35535.433594 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -35535.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35535.828125 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -35535.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35536.589844 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -35536.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35539.003906 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -35539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35539.003906 Penalty: 615.197754
	Iteration 17F: 3 clusters Score -35539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -366856.812500 Penalty: 405.938446
	Iteration 0F: 2 clusters Score -366856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -361862.562500 Penalty: 811.876892
	Iteration 0F: 3 clusters Score -361862.6 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -364003.625000 Penalty: 811.876892
	Iteration 1F: 3 clusters Score -364003.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -364494.625000 Penalty: 811.876892
	Iteration 2F: 3 clusters Score -364494.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -365134.156250 Penalty: 811.876892
	Iteration 3F: 3 clusters Score -365134.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -365741.406250 Penalty: 811.876892
	Iteration 4F: 3 clusters Score -365741.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -366126.718750 Penalty: 811.876892
	Iteration 5F: 3 clusters Score -366126.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -366285.250000 Penalty: 811.876892
	Iteration 6Q: 3 clusters Score -366285.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -366359.562500 Penalty: 811.876892
	Iteration 7Q: 3 clusters Score -366359.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -366406.687500 Penalty: 811.876892
	Iteration 8Q: 3 clusters Score -366406.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -366445.562500 Penalty: 811.876892
	Iteration 9Q: 3 clusters Score -366445.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -366481.062500 Penalty: 811.876892
	Iteration 10Q: 3 clusters Score -366481.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -366508.531250 Penalty: 811.876892
	Iteration 11Q: 3 clusters Score -366508.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -366522.750000 Penalty: 811.876892
	Iteration 12Q: 3 clusters Score -366522.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -366531.687500 Penalty: 811.876892
	Iteration 13Q: 3 clusters Score -366531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -366536.562500 Penalty: 811.876892
	Iteration 14Q: 3 clusters Score -366536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -366540.906250 Penalty: 811.876892
	Iteration 15Q: 3 clusters Score -366540.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -366543.468750 Penalty: 811.876892
	Iteration 16Q: 3 clusters Score -366543.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -366548.250000 Penalty: 811.876892
	Iteration 17Q: 3 clusters Score -366548.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -366555.437500 Penalty: 811.876892
	Iteration 18Q: 3 clusters Score -366555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -366564.750000 Penalty: 811.876892
	Iteration 19Q: 3 clusters Score -366564.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -366573.500000 Penalty: 811.876892
	Iteration 20F: 3 clusters Score -366573.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -366578.156250 Penalty: 811.876892
	Iteration 21Q: 3 clusters Score -366578.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -366582.156250 Penalty: 811.876892
	Iteration 22Q: 3 clusters Score -366582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -366587.437500 Penalty: 811.876892
	Iteration 23Q: 3 clusters Score -366587.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -366590.468750 Penalty: 811.876892
	Iteration 24Q: 3 clusters Score -366590.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -366592.468750 Penalty: 811.876892
	Iteration 25Q: 3 clusters Score -366592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -366593.093750 Penalty: 811.876892
	Iteration 26Q: 3 clusters Score -366593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -366594.031250 Penalty: 811.876892
	Iteration 27Q: 3 clusters Score -366594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -366595.281250 Penalty: 811.876892
	Iteration 28Q: 3 clusters Score -366595.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -366595.406250 Penalty: 811.876892
	Iteration 29Q: 3 clusters Score -366595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -366597.750000 Penalty: 811.876892
	Iteration 30Q: 3 clusters Score -366597.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -366598.718750 Penalty: 811.876892
	Iteration 31Q: 3 clusters Score -366598.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -366599.250000 Penalty: 811.876892
	Iteration 32Q: 3 clusters Score -366599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -366599.562500 Penalty: 811.876892
	Iteration 33Q: 3 clusters Score -366599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -366600.281250 Penalty: 811.876892
	Iteration 34Q: 3 clusters Score -366600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -366600.812500 Penalty: 811.876892
	Iteration 35Q: 3 clusters Score -366600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -366601.625000 Penalty: 811.876892
	Iteration 36Q: 3 clusters Score -366601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -366602.750000 Penalty: 811.876892
	Iteration 37Q: 3 clusters Score -366602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -366603.687500 Penalty: 811.876892
	Iteration 38Q: 3 clusters Score -366603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -366604.343750 Penalty: 811.876892
	Iteration 39Q: 3 clusters Score -366604.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -366606.250000 Penalty: 811.876892
	Iteration 40F: 3 clusters Score -366606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -366607.625000 Penalty: 811.876892
	Iteration 41Q: 3 clusters Score -366607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -366609.781250 Penalty: 811.876892
	Iteration 42Q: 3 clusters Score -366609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -366612.031250 Penalty: 811.876892
	Iteration 43Q: 3 clusters Score -366612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -366613.531250 Penalty: 811.876892
	Iteration 44Q: 3 clusters Score -366613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -366614.531250 Penalty: 811.876892
	Iteration 45Q: 3 clusters Score -366614.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -366616.000000 Penalty: 811.876892
	Iteration 46Q: 3 clusters Score -366616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -366615.531250 Penalty: 811.876892
	Iteration 47Q: 3 clusters Score -366615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -366616.906250 Penalty: 811.876892
	Iteration 48Q: 3 clusters Score -366616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -366617.437500 Penalty: 811.876892
	Iteration 49Q: 3 clusters Score -366617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -366618.156250 Penalty: 811.876892
	Iteration 50Q: 3 clusters Score -366618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -366618.343750 Penalty: 811.876892
	Iteration 51Q: 3 clusters Score -366618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -366619.687500 Penalty: 811.876892
	Iteration 52Q: 3 clusters Score -366619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -366620.937500 Penalty: 811.876892
	Iteration 53Q: 3 clusters Score -366620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -366622.750000 Penalty: 811.876892
	Iteration 54Q: 3 clusters Score -366622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -366628.062500 Penalty: 811.876892
	Iteration 55Q: 3 clusters Score -366628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -366628.625000 Penalty: 811.876892
	Iteration 56Q: 3 clusters Score -366628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -366629.062500 Penalty: 811.876892
	Iteration 57Q: 3 clusters Score -366629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -366629.187500 Penalty: 811.876892
	Iteration 58Q: 3 clusters Score -366629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -366629.500000 Penalty: 811.876892
	Iteration 59Q: 3 clusters Score -366629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -366630.312500 Penalty: 811.876892
	Iteration 60F: 3 clusters Score -366630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -366630.156250 Penalty: 811.876892
	Iteration 61Q: 3 clusters Score -366630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -366630.843750 Penalty: 811.876892
	Iteration 62Q: 3 clusters Score -366630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -366630.812500 Penalty: 811.876892
	Iteration 63Q: 3 clusters Score -366630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -366631.906250 Penalty: 811.876892
	Iteration 64Q: 3 clusters Score -366631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -366632.593750 Penalty: 811.876892
	Iteration 65Q: 3 clusters Score -366632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -366633.468750 Penalty: 811.876892
	Iteration 66Q: 3 clusters Score -366633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -366635.656250 Penalty: 811.876892
	Iteration 67Q: 3 clusters Score -366635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -366636.218750 Penalty: 811.876892
	Iteration 68Q: 3 clusters Score -366636.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -366636.937500 Penalty: 811.876892
	Iteration 69Q: 3 clusters Score -366636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -366637.687500 Penalty: 811.876892
	Iteration 70Q: 3 clusters Score -366637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -366638.593750 Penalty: 811.876892
	Iteration 71Q: 3 clusters Score -366638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -366638.875000 Penalty: 811.876892
	Iteration 72Q: 3 clusters Score -366638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -366638.625000 Penalty: 811.876892
	Iteration 73Q: 3 clusters Score -366638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -366638.843750 Penalty: 811.876892
	Iteration 74Q: 3 clusters Score -366638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -366638.843750 Penalty: 811.876892
	Iteration 75F: 3 clusters Score -366638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Entering Unmasked Estep 
Score: -4631820.500000 Penalty: 523.181824
	Iteration 0F: 2 clusters Score -4631820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -4566093.500000 Penalty: 1046.363647
	Iteration 0F: 3 clusters Score -4566094 nChanged 48112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -4595826.500000 Penalty: 1046.363647
	Iteration 1F: 3 clusters Score -4595826 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -4597843.000000 Penalty: 1046.363647
	Iteration 2Q: 3 clusters Score -4597843 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -4600646.500000 Penalty: 1046.363647
	Iteration 3F: 3 clusters Score -4600646 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -4604539.000000 Penalty: 1046.363647
	Iteration 4F: 3 clusters Score -4604539 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -4609554.000000 Penalty: 1046.363647
	Iteration 5F: 3 clusters Score -4609554 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -4615136.000000 Penalty: 1046.363647
	Iteration 6F: 3 clusters Score -4615136 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -4620443.000000 Penalty: 1046.363647
	Iteration 7F: 3 clusters Score -4620443 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -4624836.000000 Penalty: 1046.363647
	Iteration 8Q: 3 clusters Score -4624836 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -4627652.500000 Penalty: 1046.363647
	Iteration 9Q: 3 clusters Score -4627652 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -4629205.500000 Penalty: 1046.363647
	Iteration 10Q: 3 clusters Score -4629206 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -4630179.000000 Penalty: 1046.363647
	Iteration 11Q: 3 clusters Score -4630179 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -4630694.500000 Penalty: 1046.363647
	Iteration 12Q: 3 clusters Score -4630694 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -4630970.500000 Penalty: 1046.363647
	Iteration 13Q: 3 clusters Score -4630970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -4631101.500000 Penalty: 1046.363647
	Iteration 14Q: 3 clusters Score -4631102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -4631210.000000 Penalty: 1046.363647
	Iteration 15Q: 3 clusters Score -4631210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -4631272.000000 Penalty: 1046.363647
	Iteration 16Q: 3 clusters Score -4631272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -4631301.000000 Penalty: 1046.363647
	Iteration 17Q: 3 clusters Score -4631301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -4631319.500000 Penalty: 1046.363647
	Iteration 18Q: 3 clusters Score -4631320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -4631327.000000 Penalty: 1046.363647
	Iteration 19Q: 3 clusters Score -4631327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -4631328.000000 Penalty: 1046.363647
	Iteration 20F: 3 clusters Score -4631328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -4631334.000000 Penalty: 1046.363647
	Iteration 21Q: 3 clusters Score -4631334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -4631336.000000 Penalty: 1046.363647
	Iteration 22Q: 3 clusters Score -4631336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -4631336.000000 Penalty: 1046.363647
	Iteration 23F: 3 clusters Score -4631336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Entering Unmasked Estep 
Score: -187366.484375 Penalty: 381.028229
	Iteration 0F: 2 clusters Score -187366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -184461.250000 Penalty: 762.056458
	Iteration 0F: 3 clusters Score -184461.2 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -185567.515625 Penalty: 762.056458
	Iteration 1F: 3 clusters Score -185567.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -185711.640625 Penalty: 762.056458
	Iteration 2F: 3 clusters Score -185711.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -185851.218750 Penalty: 762.056458
	Iteration 3F: 3 clusters Score -185851.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -186018.593750 Penalty: 762.056458
	Iteration 4F: 3 clusters Score -186018.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -186228.109375 Penalty: 762.056458
	Iteration 5F: 3 clusters Score -186228.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -186412.218750 Penalty: 762.056458
	Iteration 6Q: 3 clusters Score -186412.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -186537.718750 Penalty: 762.056458
	Iteration 7Q: 3 clusters Score -186537.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186602.343750 Penalty: 762.056458
	Iteration 8Q: 3 clusters Score -186602.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186657.703125 Penalty: 762.056458
	Iteration 9Q: 3 clusters Score -186657.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -186735.593750 Penalty: 762.056458
	Iteration 10Q: 3 clusters Score -186735.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -186820.187500 Penalty: 762.056458
	Iteration 11Q: 3 clusters Score -186820.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -186906.640625 Penalty: 762.056458
	Iteration 12Q: 3 clusters Score -186906.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -186961.250000 Penalty: 762.056458
	Iteration 13Q: 3 clusters Score -186961.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186997.703125 Penalty: 762.056458
	Iteration 14Q: 3 clusters Score -186997.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187018.921875 Penalty: 762.056458
	Iteration 15Q: 3 clusters Score -187018.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -187031.031250 Penalty: 762.056458
	Iteration 16Q: 3 clusters Score -187031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -187040.890625 Penalty: 762.056458
	Iteration 17Q: 3 clusters Score -187040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -187050.062500 Penalty: 762.056458
	Iteration 18Q: 3 clusters Score -187050.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -187056.312500 Penalty: 762.056458
	Iteration 19Q: 3 clusters Score -187056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -187060.718750 Penalty: 762.056458
	Iteration 20F: 3 clusters Score -187060.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -187066.015625 Penalty: 762.056458
	Iteration 21Q: 3 clusters Score -187066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -187071.375000 Penalty: 762.056458
	Iteration 22Q: 3 clusters Score -187071.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187079.421875 Penalty: 762.056458
	Iteration 23Q: 3 clusters Score -187079.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187085.234375 Penalty: 762.056458
	Iteration 24Q: 3 clusters Score -187085.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -187090.843750 Penalty: 762.056458
	Iteration 25Q: 3 clusters Score -187090.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187095.625000 Penalty: 762.056458
	Iteration 26Q: 3 clusters Score -187095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187097.953125 Penalty: 762.056458
	Iteration 27Q: 3 clusters Score -187098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187099.593750 Penalty: 762.056458
	Iteration 28Q: 3 clusters Score -187099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -187101.593750 Penalty: 762.056458
	Iteration 29Q: 3 clusters Score -187101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -187101.796875 Penalty: 762.056458
	Iteration 30Q: 3 clusters Score -187101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187101.921875 Penalty: 762.056458
	Iteration 31Q: 3 clusters Score -187101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -187101.734375 Penalty: 762.056458
	Iteration 32Q: 3 clusters Score -187101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187101.984375 Penalty: 762.056458
	Iteration 33Q: 3 clusters Score -187102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187102.437500 Penalty: 762.056458
	Iteration 34Q: 3 clusters Score -187102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187102.671875 Penalty: 762.056458
	Iteration 35Q: 3 clusters Score -187102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187103.718750 Penalty: 762.056458
	Iteration 36Q: 3 clusters Score -187103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187103.656250 Penalty: 762.056458
	Iteration 37Q: 3 clusters Score -187103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187103.859375 Penalty: 762.056458
	Iteration 38Q: 3 clusters Score -187103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187105.015625 Penalty: 762.056458
	Iteration 39Q: 3 clusters Score -187105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187105.484375 Penalty: 762.056458
	Iteration 40F: 3 clusters Score -187105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187107.140625 Penalty: 762.056458
	Iteration 41Q: 3 clusters Score -187107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -187109.546875 Penalty: 762.056458
	Iteration 42Q: 3 clusters Score -187109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187110.625000 Penalty: 762.056458
	Iteration 43Q: 3 clusters Score -187110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187111.562500 Penalty: 762.056458
	Iteration 44Q: 3 clusters Score -187111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187111.796875 Penalty: 762.056458
	Iteration 45Q: 3 clusters Score -187111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187112.312500 Penalty: 762.056458
	Iteration 46Q: 3 clusters Score -187112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187113.031250 Penalty: 762.056458
	Iteration 47Q: 3 clusters Score -187113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187113.390625 Penalty: 762.056458
	Iteration 48Q: 3 clusters Score -187113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -187113.812500 Penalty: 762.056458
	Iteration 49Q: 3 clusters Score -187113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187114.656250 Penalty: 762.056458
	Iteration 50Q: 3 clusters Score -187114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187115.328125 Penalty: 762.056458
	Iteration 51Q: 3 clusters Score -187115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187115.812500 Penalty: 762.056458
	Iteration 52Q: 3 clusters Score -187115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187115.687500 Penalty: 762.056458
	Iteration 53Q: 3 clusters Score -187115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187116.093750 Penalty: 762.056458
	Iteration 54Q: 3 clusters Score -187116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187116.312500 Penalty: 762.056458
	Iteration 55Q: 3 clusters Score -187116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187115.984375 Penalty: 762.056458
	Iteration 56Q: 3 clusters Score -187116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187115.984375 Penalty: 762.056458
	Iteration 57F: 3 clusters Score -187116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9226.716797 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9226.717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9323.728516 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9323.729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9341.091797 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9341.092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9344.168945 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9344.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9346.712891 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9346.713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9347.958008 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9347.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9349.472656 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9349.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9350.741211 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9350.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9351.686523 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9351.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9352.664062 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9352.664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9353.255859 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9353.256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9353.916992 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9353.917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9353.916992 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -9353.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -145119.609375 Penalty: 363.324066
	Iteration 0F: 2 clusters Score -145119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -143079.718750 Penalty: 726.648132
	Iteration 0F: 3 clusters Score -143079.7 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -143842.250000 Penalty: 726.648132
	Iteration 1F: 3 clusters Score -143842.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -144033.656250 Penalty: 726.648132
	Iteration 2F: 3 clusters Score -144033.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -144201.703125 Penalty: 726.648132
	Iteration 3F: 3 clusters Score -144201.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -144335.781250 Penalty: 726.648132
	Iteration 4F: 3 clusters Score -144335.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -144449.343750 Penalty: 726.648132
	Iteration 5F: 3 clusters Score -144449.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -144520.828125 Penalty: 726.648132
	Iteration 6Q: 3 clusters Score -144520.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -144567.390625 Penalty: 726.648132
	Iteration 7Q: 3 clusters Score -144567.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -144592.062500 Penalty: 726.648132
	Iteration 8Q: 3 clusters Score -144592.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -144605.093750 Penalty: 726.648132
	Iteration 9Q: 3 clusters Score -144605.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -144620.625000 Penalty: 726.648132
	Iteration 10Q: 3 clusters Score -144620.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -144634.968750 Penalty: 726.648132
	Iteration 11Q: 3 clusters Score -144635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -144647.375000 Penalty: 726.648132
	Iteration 12Q: 3 clusters Score -144647.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -144656.796875 Penalty: 726.648132
	Iteration 13Q: 3 clusters Score -144656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -144668.687500 Penalty: 726.648132
	Iteration 14Q: 3 clusters Score -144668.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -144681.750000 Penalty: 726.648132
	Iteration 15Q: 3 clusters Score -144681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -144686.859375 Penalty: 726.648132
	Iteration 16Q: 3 clusters Score -144686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -144689.406250 Penalty: 726.648132
	Iteration 17Q: 3 clusters Score -144689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -144690.781250 Penalty: 726.648132
	Iteration 18Q: 3 clusters Score -144690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -144691.875000 Penalty: 726.648132
	Iteration 19Q: 3 clusters Score -144691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -144694.843750 Penalty: 726.648132
	Iteration 20F: 3 clusters Score -144694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -144696.593750 Penalty: 726.648132
	Iteration 21Q: 3 clusters Score -144696.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -144698.968750 Penalty: 726.648132
	Iteration 22Q: 3 clusters Score -144699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -144700.609375 Penalty: 726.648132
	Iteration 23Q: 3 clusters Score -144700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -144702.359375 Penalty: 726.648132
	Iteration 24Q: 3 clusters Score -144702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -144704.140625 Penalty: 726.648132
	Iteration 25Q: 3 clusters Score -144704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -144706.171875 Penalty: 726.648132
	Iteration 26Q: 3 clusters Score -144706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -144707.437500 Penalty: 726.648132
	Iteration 27Q: 3 clusters Score -144707.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -144709.546875 Penalty: 726.648132
	Iteration 28Q: 3 clusters Score -144709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -144711.234375 Penalty: 726.648132
	Iteration 29Q: 3 clusters Score -144711.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -144712.937500 Penalty: 726.648132
	Iteration 30Q: 3 clusters Score -144712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -144714.250000 Penalty: 726.648132
	Iteration 31Q: 3 clusters Score -144714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -144716.171875 Penalty: 726.648132
	Iteration 32Q: 3 clusters Score -144716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -144718.140625 Penalty: 726.648132
	Iteration 33Q: 3 clusters Score -144718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -144720.546875 Penalty: 726.648132
	Iteration 34Q: 3 clusters Score -144720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -144722.343750 Penalty: 726.648132
	Iteration 35Q: 3 clusters Score -144722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -144724.000000 Penalty: 726.648132
	Iteration 36Q: 3 clusters Score -144724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -144725.359375 Penalty: 726.648132
	Iteration 37Q: 3 clusters Score -144725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -144726.343750 Penalty: 726.648132
	Iteration 38Q: 3 clusters Score -144726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -144728.296875 Penalty: 726.648132
	Iteration 39Q: 3 clusters Score -144728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -144731.484375 Penalty: 726.648132
	Iteration 40F: 3 clusters Score -144731.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -144734.562500 Penalty: 726.648132
	Iteration 41Q: 3 clusters Score -144734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -144737.968750 Penalty: 726.648132
	Iteration 42Q: 3 clusters Score -144738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -144742.843750 Penalty: 726.648132
	Iteration 43Q: 3 clusters Score -144742.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -144750.453125 Penalty: 726.648132
	Iteration 44Q: 3 clusters Score -144750.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -144758.062500 Penalty: 726.648132
	Iteration 45Q: 3 clusters Score -144758.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -144766.437500 Penalty: 726.648132
	Iteration 46Q: 3 clusters Score -144766.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -144774.046875 Penalty: 726.648132
	Iteration 47Q: 3 clusters Score -144774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -144779.828125 Penalty: 726.648132
	Iteration 48Q: 3 clusters Score -144779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -144783.218750 Penalty: 726.648132
	Iteration 49Q: 3 clusters Score -144783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -144787.062500 Penalty: 726.648132
	Iteration 50Q: 3 clusters Score -144787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -144791.109375 Penalty: 726.648132
	Iteration 51Q: 3 clusters Score -144791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -144793.937500 Penalty: 726.648132
	Iteration 52Q: 3 clusters Score -144793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -144797.687500 Penalty: 726.648132
	Iteration 53Q: 3 clusters Score -144797.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -144800.218750 Penalty: 726.648132
	Iteration 54Q: 3 clusters Score -144800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -144801.484375 Penalty: 726.648132
	Iteration 55Q: 3 clusters Score -144801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -144802.359375 Penalty: 726.648132
	Iteration 56Q: 3 clusters Score -144802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -144802.968750 Penalty: 726.648132
	Iteration 57Q: 3 clusters Score -144803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -144803.218750 Penalty: 726.648132
	Iteration 58Q: 3 clusters Score -144803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -144803.250000 Penalty: 726.648132
	Iteration 59Q: 3 clusters Score -144803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -144803.250000 Penalty: 726.648132
	Iteration 60F: 3 clusters Score -144803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28609.058594 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28609.06 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28880.388672 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28880.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -28949.378906 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28949.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29000.724609 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -29000.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -29047.746094 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29047.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29085.000000 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -29085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -29115.396484 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29115.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29148.191406 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29148.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29171.162109 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29171.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -29179.769531 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29179.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -29187.626953 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29187.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -29192.218750 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29192.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29194.828125 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29194.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -29199.419922 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29199.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -29200.935547 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29200.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -29202.822266 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29202.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -29210.484375 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29210.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -29218.455078 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -29218.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -29223.341797 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -29223.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -29226.621094 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -29226.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -29226.621094 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -29226.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 124774 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 98568 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 74 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33500 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 144539 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61053 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23782 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 646 members 
Entering Unmasked Estep 
Score: -23235630.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23235916.000000 to -23235630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -32649.548828 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32649.55 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32848.183594 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32848.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -32917.546875 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32917.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -32963.152344 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -32963.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -33023.003906 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -33023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -33072.425781 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33072.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -33109.785156 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33109.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -33132.117188 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33132.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -33152.960938 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33152.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -33185.253906 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33185.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33213.832031 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33213.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -33240.132812 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33240.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -33249.250000 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33249.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -33251.164062 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33251.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33252.175781 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33252.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -33253.531250 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33253.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33253.777344 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33253.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -33253.914062 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33253.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -33253.914062 Penalty: 608.413391
	Iteration 18F: 3 clusters Score -33253.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Entering Unmasked Estep 
Score: -1474869.125000 Penalty: 474.078186
	Iteration 0F: 2 clusters Score -1474869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1452454.125000 Penalty: 948.156372
	Iteration 0F: 3 clusters Score -1452454 nChanged 16090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1462178.250000 Penalty: 948.156372
	Iteration 1F: 3 clusters Score -1462178 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1462904.500000 Penalty: 948.156372
	Iteration 2F: 3 clusters Score -1462904 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1463796.250000 Penalty: 948.156372
	Iteration 3F: 3 clusters Score -1463796 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1464942.375000 Penalty: 948.156372
	Iteration 4F: 3 clusters Score -1464942 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1466440.500000 Penalty: 948.156372
	Iteration 5F: 3 clusters Score -1466440 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1468168.000000 Penalty: 948.156372
	Iteration 6F: 3 clusters Score -1468168 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1469980.375000 Penalty: 948.156372
	Iteration 7F: 3 clusters Score -1469980 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1471753.125000 Penalty: 948.156372
	Iteration 8F: 3 clusters Score -1471753 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1473271.000000 Penalty: 948.156372
	Iteration 9Q: 3 clusters Score -1473271 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1474157.750000 Penalty: 948.156372
	Iteration 10Q: 3 clusters Score -1474158 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1474408.125000 Penalty: 948.156372
	Iteration 11Q: 3 clusters Score -1474408 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1474484.250000 Penalty: 948.156372
	Iteration 12Q: 3 clusters Score -1474484 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1474529.250000 Penalty: 948.156372
	Iteration 13Q: 3 clusters Score -1474529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1474555.750000 Penalty: 948.156372
	Iteration 14Q: 3 clusters Score -1474556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1474581.875000 Penalty: 948.156372
	Iteration 15Q: 3 clusters Score -1474582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1474597.375000 Penalty: 948.156372
	Iteration 16Q: 3 clusters Score -1474597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1474615.500000 Penalty: 948.156372
	Iteration 17Q: 3 clusters Score -1474616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1474624.250000 Penalty: 948.156372
	Iteration 18Q: 3 clusters Score -1474624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1474632.625000 Penalty: 948.156372
	Iteration 19Q: 3 clusters Score -1474633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1474642.625000 Penalty: 948.156372
	Iteration 20F: 3 clusters Score -1474643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1474652.625000 Penalty: 948.156372
	Iteration 21Q: 3 clusters Score -1474653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1474658.625000 Penalty: 948.156372
	Iteration 22Q: 3 clusters Score -1474659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1474664.625000 Penalty: 948.156372
	Iteration 23Q: 3 clusters Score -1474665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1474669.500000 Penalty: 948.156372
	Iteration 24Q: 3 clusters Score -1474670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1474670.625000 Penalty: 948.156372
	Iteration 25Q: 3 clusters Score -1474671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1474672.750000 Penalty: 948.156372
	Iteration 26Q: 3 clusters Score -1474673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1474676.000000 Penalty: 948.156372
	Iteration 27Q: 3 clusters Score -1474676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1474671.375000 Penalty: 948.156372
	Iteration 28Q: 3 clusters Score -1474671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1474671.875000 Penalty: 948.156372
	Iteration 29Q: 3 clusters Score -1474672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1474672.000000 Penalty: 948.156372
	Iteration 30Q: 3 clusters Score -1474672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1474672.125000 Penalty: 948.156372
	Iteration 31Q: 3 clusters Score -1474672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1474672.375000 Penalty: 948.156372
	Iteration 32Q: 3 clusters Score -1474672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1474674.250000 Penalty: 948.156372
	Iteration 33Q: 3 clusters Score -1474674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1474674.250000 Penalty: 948.156372
	Iteration 34Q: 3 clusters Score -1474674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1474674.375000 Penalty: 948.156372
	Iteration 35Q: 3 clusters Score -1474674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1474674.375000 Penalty: 948.156372
	Iteration 36F: 3 clusters Score -1474674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -100323.734375 Penalty: 352.867920
	Iteration 0F: 2 clusters Score -100323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -98660.398438 Penalty: 705.735840
	Iteration 0F: 3 clusters Score -98660.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -99232.773438 Penalty: 705.735840
	Iteration 1F: 3 clusters Score -99232.77 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -99359.007812 Penalty: 705.735840
	Iteration 2F: 3 clusters Score -99359.01 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -99466.148438 Penalty: 705.735840
	Iteration 3F: 3 clusters Score -99466.15 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -99556.328125 Penalty: 705.735840
	Iteration 4F: 3 clusters Score -99556.33 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99651.367188 Penalty: 705.735840
	Iteration 5F: 3 clusters Score -99651.37 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -99732.070312 Penalty: 705.735840
	Iteration 6F: 3 clusters Score -99732.07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99778.539062 Penalty: 705.735840
	Iteration 7Q: 3 clusters Score -99778.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99810.453125 Penalty: 705.735840
	Iteration 8Q: 3 clusters Score -99810.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99827.101562 Penalty: 705.735840
	Iteration 9Q: 3 clusters Score -99827.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99839.640625 Penalty: 705.735840
	Iteration 10Q: 3 clusters Score -99839.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -99858.718750 Penalty: 705.735840
	Iteration 11Q: 3 clusters Score -99858.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99883.179688 Penalty: 705.735840
	Iteration 12Q: 3 clusters Score -99883.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99905.187500 Penalty: 705.735840
	Iteration 13Q: 3 clusters Score -99905.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99927.687500 Penalty: 705.735840
	Iteration 14Q: 3 clusters Score -99927.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99951.648438 Penalty: 705.735840
	Iteration 15Q: 3 clusters Score -99951.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99977.156250 Penalty: 705.735840
	Iteration 16Q: 3 clusters Score -99977.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99996.773438 Penalty: 705.735840
	Iteration 17Q: 3 clusters Score -99996.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100013.531250 Penalty: 705.735840
	Iteration 18Q: 3 clusters Score -100013.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100025.804688 Penalty: 705.735840
	Iteration 19Q: 3 clusters Score -100025.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -100039.921875 Penalty: 705.735840
	Iteration 20F: 3 clusters Score -100039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -100050.476562 Penalty: 705.735840
	Iteration 21Q: 3 clusters Score -100050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -100062.117188 Penalty: 705.735840
	Iteration 22Q: 3 clusters Score -100062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -100070.851562 Penalty: 705.735840
	Iteration 23Q: 3 clusters Score -100070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -100076.679688 Penalty: 705.735840
	Iteration 24Q: 3 clusters Score -100076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -100082.304688 Penalty: 705.735840
	Iteration 25Q: 3 clusters Score -100082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -100085.195312 Penalty: 705.735840
	Iteration 26Q: 3 clusters Score -100085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -100086.960938 Penalty: 705.735840
	Iteration 27Q: 3 clusters Score -100087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -100089.539062 Penalty: 705.735840
	Iteration 28Q: 3 clusters Score -100089.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -100090.742188 Penalty: 705.735840
	Iteration 29Q: 3 clusters Score -100090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -100092.289062 Penalty: 705.735840
	Iteration 30Q: 3 clusters Score -100092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -100092.906250 Penalty: 705.735840
	Iteration 31Q: 3 clusters Score -100092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -100093.148438 Penalty: 705.735840
	Iteration 32Q: 3 clusters Score -100093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -100093.398438 Penalty: 705.735840
	Iteration 33Q: 3 clusters Score -100093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -100094.703125 Penalty: 705.735840
	Iteration 34Q: 3 clusters Score -100094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -100095.960938 Penalty: 705.735840
	Iteration 35Q: 3 clusters Score -100096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -100096.562500 Penalty: 705.735840
	Iteration 36Q: 3 clusters Score -100096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -100096.617188 Penalty: 705.735840
	Iteration 37Q: 3 clusters Score -100096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -100096.617188 Penalty: 705.735840
	Iteration 38F: 3 clusters Score -100096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (144539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Entering Unmasked Estep 
Score: -6696647.500000 Penalty: 540.599365
	Iteration 0F: 2 clusters Score -6696648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -6599460.500000 Penalty: 1081.198730
	Iteration 0F: 3 clusters Score -6599460 nChanged 70899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -6644513.000000 Penalty: 1081.198730
	Iteration 1F: 3 clusters Score -6644513 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -6648215.500000 Penalty: 1081.198730
	Iteration 2Q: 3 clusters Score -6648216 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -6653782.500000 Penalty: 1081.198730
	Iteration 3F: 3 clusters Score -6653782 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -6661208.000000 Penalty: 1081.198730
	Iteration 4F: 3 clusters Score -6661208 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -6668435.000000 Penalty: 1081.198730
	Iteration 5F: 3 clusters Score -6668435 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -6673636.000000 Penalty: 1081.198730
	Iteration 6F: 3 clusters Score -6673636 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -6676329.000000 Penalty: 1081.198730
	Iteration 7Q: 3 clusters Score -6676329 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -6678031.500000 Penalty: 1081.198730
	Iteration 8Q: 3 clusters Score -6678032 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -6679313.000000 Penalty: 1081.198730
	Iteration 9Q: 3 clusters Score -6679313 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 119931 members 
Entering Unmasked Estep 
Score: -6680715.500000 Penalty: 1081.198730
	Iteration 10Q: 3 clusters Score -6680716 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -6682293.000000 Penalty: 1081.198730
	Iteration 11Q: 3 clusters Score -6682293 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -6684110.000000 Penalty: 1081.198730
	Iteration 12Q: 3 clusters Score -6684110 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 129760 members 
Entering Unmasked Estep 
Score: -6686018.000000 Penalty: 1081.198730
	Iteration 13Q: 3 clusters Score -6686018 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 132874 members 
Entering Unmasked Estep 
Score: -6688065.500000 Penalty: 1081.198730
	Iteration 14Q: 3 clusters Score -6688066 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 135788 members 
Entering Unmasked Estep 
Score: -6690120.500000 Penalty: 1081.198730
	Iteration 15Q: 3 clusters Score -6690120 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 138287 members 
Entering Unmasked Estep 
Score: -6691979.000000 Penalty: 1081.198730
	Iteration 16Q: 3 clusters Score -6691979 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 140391 members 
Entering Unmasked Estep 
Score: -6693559.500000 Penalty: 1081.198730
	Iteration 17Q: 3 clusters Score -6693560 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -6694707.000000 Penalty: 1081.198730
	Iteration 18Q: 3 clusters Score -6694707 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -6695349.000000 Penalty: 1081.198730
	Iteration 19Q: 3 clusters Score -6695349 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -6695727.500000 Penalty: 1081.198730
	Iteration 20F: 3 clusters Score -6695728 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 143971 members 
Entering Unmasked Estep 
Score: -6695954.000000 Penalty: 1081.198730
	Iteration 21Q: 3 clusters Score -6695954 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 144173 members 
Entering Unmasked Estep 
Score: -6696065.000000 Penalty: 1081.198730
	Iteration 22Q: 3 clusters Score -6696065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -6696109.500000 Penalty: 1081.198730
	Iteration 23Q: 3 clusters Score -6696110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144329 members 
Entering Unmasked Estep 
Score: -6696152.500000 Penalty: 1081.198730
	Iteration 24Q: 3 clusters Score -6696152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144357 members 
Entering Unmasked Estep 
Score: -6696166.500000 Penalty: 1081.198730
	Iteration 25Q: 3 clusters Score -6696166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144375 members 
Entering Unmasked Estep 
Score: -6696174.000000 Penalty: 1081.198730
	Iteration 26Q: 3 clusters Score -6696174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 144385 members 
Entering Unmasked Estep 
Score: -6696177.500000 Penalty: 1081.198730
	Iteration 27Q: 3 clusters Score -6696178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144388 members 
Entering Unmasked Estep 
Score: -6696180.500000 Penalty: 1081.198730
	Iteration 28Q: 3 clusters Score -6696180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -6696181.000000 Penalty: 1081.198730
	Iteration 29Q: 3 clusters Score -6696181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -6696180.000000 Penalty: 1081.198730
	Iteration 30Q: 3 clusters Score -6696180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -6696187.000000 Penalty: 1081.198730
	Iteration 31Q: 3 clusters Score -6696187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -6696191.500000 Penalty: 1081.198730
	Iteration 32Q: 3 clusters Score -6696192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -6696196.000000 Penalty: 1081.198730
	Iteration 33Q: 3 clusters Score -6696196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -6696194.500000 Penalty: 1081.198730
	Iteration 34Q: 3 clusters Score -6696194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144407 members 
Entering Unmasked Estep 
Score: -6696196.500000 Penalty: 1081.198730
	Iteration 35Q: 3 clusters Score -6696196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144408 members 
Entering Unmasked Estep 
Score: -6696197.500000 Penalty: 1081.198730
	Iteration 36Q: 3 clusters Score -6696198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -6696201.000000 Penalty: 1081.198730
	Iteration 37Q: 3 clusters Score -6696201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -6696202.000000 Penalty: 1081.198730
	Iteration 38Q: 3 clusters Score -6696202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -6696199.500000 Penalty: 1081.198730
	Iteration 39Q: 3 clusters Score -6696200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144414 members 
Entering Unmasked Estep 
Score: -6696204.000000 Penalty: 1081.198730
	Iteration 40F: 3 clusters Score -6696204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696203.000000 Penalty: 1081.198730
	Iteration 41Q: 3 clusters Score -6696203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696201.500000 Penalty: 1081.198730
	Iteration 42Q: 3 clusters Score -6696202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696202.500000 Penalty: 1081.198730
	Iteration 43Q: 3 clusters Score -6696202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696204.500000 Penalty: 1081.198730
	Iteration 44Q: 3 clusters Score -6696204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144413 members 
Entering Unmasked Estep 
Score: -6696204.000000 Penalty: 1081.198730
	Iteration 45Q: 3 clusters Score -6696204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696204.000000 Penalty: 1081.198730
	Iteration 46Q: 3 clusters Score -6696204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -6696204.000000 Penalty: 1081.198730
	Iteration 47F: 3 clusters Score -6696204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15628.510742 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15628.51 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15727.824219 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15727.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15756.210938 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15756.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15770.424805 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15770.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15776.365234 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15776.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15782.496094 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15785.540039 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15785.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15785.779297 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15785.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15786.440430 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15786.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15787.341797 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15787.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15787.531250 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15787.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15787.531250 Penalty: 538.619324
	Iteration 11F: 3 clusters Score -15787.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8889.801758 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8889.802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8946.090820 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8946.091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8967.268555 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8967.269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8975.381836 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8975.382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8982.991211 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8982.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8983.547852 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8983.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8983.547852 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -8983.548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -64213.593750 Penalty: 330.000671
	Iteration 0F: 2 clusters Score -64213.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63145.390625 Penalty: 660.001343
	Iteration 0F: 3 clusters Score -63145.39 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -63536.824219 Penalty: 660.001343
	Iteration 1F: 3 clusters Score -63536.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -63596.089844 Penalty: 660.001343
	Iteration 2F: 3 clusters Score -63596.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -63633.390625 Penalty: 660.001343
	Iteration 3F: 3 clusters Score -63633.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63672.078125 Penalty: 660.001343
	Iteration 4Q: 3 clusters Score -63672.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63714.539062 Penalty: 660.001343
	Iteration 5Q: 3 clusters Score -63714.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63741.136719 Penalty: 660.001343
	Iteration 6Q: 3 clusters Score -63741.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -63776.109375 Penalty: 660.001343
	Iteration 7Q: 3 clusters Score -63776.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63796.132812 Penalty: 660.001343
	Iteration 8Q: 3 clusters Score -63796.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -63812.000000 Penalty: 660.001343
	Iteration 9Q: 3 clusters Score -63812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63832.164062 Penalty: 660.001343
	Iteration 10Q: 3 clusters Score -63832.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -63851.714844 Penalty: 660.001343
	Iteration 11Q: 3 clusters Score -63851.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63864.437500 Penalty: 660.001343
	Iteration 12Q: 3 clusters Score -63864.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63878.269531 Penalty: 660.001343
	Iteration 13Q: 3 clusters Score -63878.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63889.347656 Penalty: 660.001343
	Iteration 14Q: 3 clusters Score -63889.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63894.394531 Penalty: 660.001343
	Iteration 15Q: 3 clusters Score -63894.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63896.164062 Penalty: 660.001343
	Iteration 16Q: 3 clusters Score -63896.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63896.917969 Penalty: 660.001343
	Iteration 17Q: 3 clusters Score -63896.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63896.968750 Penalty: 660.001343
	Iteration 18Q: 3 clusters Score -63896.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63896.968750 Penalty: 660.001343
	Iteration 19F: 3 clusters Score -63896.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -108958.906250 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -108958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107307.218750 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -107307.2 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107914.226562 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -107914.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108032.945312 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -108032.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108131.765625 Penalty: 704.202454
	Iteration 3F: 3 clusters Score -108131.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108248.664062 Penalty: 704.202454
	Iteration 4F: 3 clusters Score -108248.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108369.242188 Penalty: 704.202454
	Iteration 5F: 3 clusters Score -108369.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108480.695312 Penalty: 704.202454
	Iteration 6F: 3 clusters Score -108480.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -108554.187500 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -108554.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108613.804688 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -108613.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -108640.375000 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -108640.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -108660.070312 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -108660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108669.421875 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -108669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -108672.992188 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -108673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -108675.429688 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -108675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -108676.421875 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -108676.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -108676.421875 Penalty: 704.202454
	Iteration 15F: 3 clusters Score -108676.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -198554.390625 Penalty: 381.185394
	Iteration 0F: 2 clusters Score -198554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -195623.078125 Penalty: 762.370789
	Iteration 0F: 3 clusters Score -195623.1 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -196775.296875 Penalty: 762.370789
	Iteration 1F: 3 clusters Score -196775.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -196993.906250 Penalty: 762.370789
	Iteration 2F: 3 clusters Score -196993.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -197209.531250 Penalty: 762.370789
	Iteration 3F: 3 clusters Score -197209.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -197400.640625 Penalty: 762.370789
	Iteration 4F: 3 clusters Score -197400.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -197586.531250 Penalty: 762.370789
	Iteration 5Q: 3 clusters Score -197586.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197728.203125 Penalty: 762.370789
	Iteration 6Q: 3 clusters Score -197728.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197810.109375 Penalty: 762.370789
	Iteration 7Q: 3 clusters Score -197810.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197886.375000 Penalty: 762.370789
	Iteration 8Q: 3 clusters Score -197886.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197956.015625 Penalty: 762.370789
	Iteration 9Q: 3 clusters Score -197956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -198011.015625 Penalty: 762.370789
	Iteration 10Q: 3 clusters Score -198011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -198054.796875 Penalty: 762.370789
	Iteration 11Q: 3 clusters Score -198054.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -198102.000000 Penalty: 762.370789
	Iteration 12Q: 3 clusters Score -198102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198150.500000 Penalty: 762.370789
	Iteration 13Q: 3 clusters Score -198150.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -198206.703125 Penalty: 762.370789
	Iteration 14Q: 3 clusters Score -198206.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -198246.578125 Penalty: 762.370789
	Iteration 15Q: 3 clusters Score -198246.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -198277.593750 Penalty: 762.370789
	Iteration 16Q: 3 clusters Score -198277.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -198297.703125 Penalty: 762.370789
	Iteration 17Q: 3 clusters Score -198297.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -198312.078125 Penalty: 762.370789
	Iteration 18Q: 3 clusters Score -198312.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -198326.218750 Penalty: 762.370789
	Iteration 19Q: 3 clusters Score -198326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -198339.781250 Penalty: 762.370789
	Iteration 20F: 3 clusters Score -198339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -198350.906250 Penalty: 762.370789
	Iteration 21Q: 3 clusters Score -198350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -198357.203125 Penalty: 762.370789
	Iteration 22Q: 3 clusters Score -198357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -198361.187500 Penalty: 762.370789
	Iteration 23Q: 3 clusters Score -198361.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -198367.078125 Penalty: 762.370789
	Iteration 24Q: 3 clusters Score -198367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -198372.843750 Penalty: 762.370789
	Iteration 25Q: 3 clusters Score -198372.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -198378.093750 Penalty: 762.370789
	Iteration 26Q: 3 clusters Score -198378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -198380.625000 Penalty: 762.370789
	Iteration 27Q: 3 clusters Score -198380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -198382.890625 Penalty: 762.370789
	Iteration 28Q: 3 clusters Score -198382.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -198384.875000 Penalty: 762.370789
	Iteration 29Q: 3 clusters Score -198384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -198385.859375 Penalty: 762.370789
	Iteration 30Q: 3 clusters Score -198385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -198386.921875 Penalty: 762.370789
	Iteration 31Q: 3 clusters Score -198386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -198388.000000 Penalty: 762.370789
	Iteration 32Q: 3 clusters Score -198388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -198390.359375 Penalty: 762.370789
	Iteration 33Q: 3 clusters Score -198390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -198390.890625 Penalty: 762.370789
	Iteration 34Q: 3 clusters Score -198390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -198390.890625 Penalty: 762.370789
	Iteration 35F: 3 clusters Score -198390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Entering Unmasked Estep 
Score: -2944538.750000 Penalty: 501.387146
	Iteration 0F: 2 clusters Score -2944539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -2903287.250000 Penalty: 1002.774292
	Iteration 0F: 3 clusters Score -2903287 nChanged 29795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2922130.500000 Penalty: 1002.774292
	Iteration 1F: 3 clusters Score -2922130 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2924075.250000 Penalty: 1002.774292
	Iteration 2F: 3 clusters Score -2924075 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2926691.500000 Penalty: 1002.774292
	Iteration 3F: 3 clusters Score -2926692 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2929513.250000 Penalty: 1002.774292
	Iteration 4F: 3 clusters Score -2929513 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2932229.250000 Penalty: 1002.774292
	Iteration 5F: 3 clusters Score -2932229 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2934532.500000 Penalty: 1002.774292
	Iteration 6F: 3 clusters Score -2934532 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2936145.500000 Penalty: 1002.774292
	Iteration 7Q: 3 clusters Score -2936146 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2937148.000000 Penalty: 1002.774292
	Iteration 8Q: 3 clusters Score -2937148 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2937791.750000 Penalty: 1002.774292
	Iteration 9Q: 3 clusters Score -2937792 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2938221.000000 Penalty: 1002.774292
	Iteration 10Q: 3 clusters Score -2938221 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2938624.250000 Penalty: 1002.774292
	Iteration 11Q: 3 clusters Score -2938624 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2939073.500000 Penalty: 1002.774292
	Iteration 12Q: 3 clusters Score -2939074 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2939595.000000 Penalty: 1002.774292
	Iteration 13Q: 3 clusters Score -2939595 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2940040.750000 Penalty: 1002.774292
	Iteration 14Q: 3 clusters Score -2940041 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2940478.500000 Penalty: 1002.774292
	Iteration 15Q: 3 clusters Score -2940478 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2940892.000000 Penalty: 1002.774292
	Iteration 16Q: 3 clusters Score -2940892 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2941277.500000 Penalty: 1002.774292
	Iteration 17Q: 3 clusters Score -2941278 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53920 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2941628.250000 Penalty: 1002.774292
	Iteration 18Q: 3 clusters Score -2941628 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2941934.500000 Penalty: 1002.774292
	Iteration 19Q: 3 clusters Score -2941934 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2942210.500000 Penalty: 1002.774292
	Iteration 20F: 3 clusters Score -2942210 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2942438.750000 Penalty: 1002.774292
	Iteration 21Q: 3 clusters Score -2942439 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2942655.000000 Penalty: 1002.774292
	Iteration 22Q: 3 clusters Score -2942655 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2942840.250000 Penalty: 1002.774292
	Iteration 23Q: 3 clusters Score -2942840 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2943047.000000 Penalty: 1002.774292
	Iteration 24Q: 3 clusters Score -2943047 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2943221.000000 Penalty: 1002.774292
	Iteration 25Q: 3 clusters Score -2943221 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2943385.000000 Penalty: 1002.774292
	Iteration 26Q: 3 clusters Score -2943385 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2943513.000000 Penalty: 1002.774292
	Iteration 27Q: 3 clusters Score -2943513 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2943629.000000 Penalty: 1002.774292
	Iteration 28Q: 3 clusters Score -2943629 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2943740.750000 Penalty: 1002.774292
	Iteration 29Q: 3 clusters Score -2943741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2943844.250000 Penalty: 1002.774292
	Iteration 30Q: 3 clusters Score -2943844 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2943931.500000 Penalty: 1002.774292
	Iteration 31Q: 3 clusters Score -2943932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2944000.500000 Penalty: 1002.774292
	Iteration 32Q: 3 clusters Score -2944000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2944043.750000 Penalty: 1002.774292
	Iteration 33Q: 3 clusters Score -2944044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2944106.750000 Penalty: 1002.774292
	Iteration 34Q: 3 clusters Score -2944107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2944161.000000 Penalty: 1002.774292
	Iteration 35Q: 3 clusters Score -2944161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2944190.250000 Penalty: 1002.774292
	Iteration 36Q: 3 clusters Score -2944190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2944213.250000 Penalty: 1002.774292
	Iteration 37Q: 3 clusters Score -2944213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2944227.750000 Penalty: 1002.774292
	Iteration 38Q: 3 clusters Score -2944228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2944232.250000 Penalty: 1002.774292
	Iteration 39Q: 3 clusters Score -2944232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2944234.500000 Penalty: 1002.774292
	Iteration 40F: 3 clusters Score -2944234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2944240.750000 Penalty: 1002.774292
	Iteration 41Q: 3 clusters Score -2944241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2944241.250000 Penalty: 1002.774292
	Iteration 42Q: 3 clusters Score -2944241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2944242.000000 Penalty: 1002.774292
	Iteration 43Q: 3 clusters Score -2944242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2944244.000000 Penalty: 1002.774292
	Iteration 44Q: 3 clusters Score -2944244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2944243.750000 Penalty: 1002.774292
	Iteration 45Q: 3 clusters Score -2944244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2944248.000000 Penalty: 1002.774292
	Iteration 46Q: 3 clusters Score -2944248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2944250.000000 Penalty: 1002.774292
	Iteration 47Q: 3 clusters Score -2944250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2944251.000000 Penalty: 1002.774292
	Iteration 48Q: 3 clusters Score -2944251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2944249.000000 Penalty: 1002.774292
	Iteration 49Q: 3 clusters Score -2944249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2944252.250000 Penalty: 1002.774292
	Iteration 50Q: 3 clusters Score -2944252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2944250.250000 Penalty: 1002.774292
	Iteration 51Q: 3 clusters Score -2944250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2944251.750000 Penalty: 1002.774292
	Iteration 52Q: 3 clusters Score -2944252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2944253.000000 Penalty: 1002.774292
	Iteration 53Q: 3 clusters Score -2944253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2944252.250000 Penalty: 1002.774292
	Iteration 54Q: 3 clusters Score -2944252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2944250.500000 Penalty: 1002.774292
	Iteration 55Q: 3 clusters Score -2944250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2944252.500000 Penalty: 1002.774292
	Iteration 56Q: 3 clusters Score -2944252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2944252.500000 Penalty: 1002.774292
	Iteration 57F: 3 clusters Score -2944252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -20078.357422 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -20078.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19641.277344 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -19641.28 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19769.869141 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -19769.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19789.298828 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -19789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19795.947266 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -19795.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19802.138672 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -19802.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19813.296875 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -19813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19816.742188 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -19816.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19817.121094 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -19817.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19817.121094 Penalty: 556.947083
	Iteration 8F: 3 clusters Score -19817.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Entering Unmasked Estep 
Score: -1149408.750000 Penalty: 458.489136
	Iteration 0F: 2 clusters Score -1149409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1133509.250000 Penalty: 916.978271
	Iteration 0F: 3 clusters Score -1133509 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1140195.500000 Penalty: 916.978271
	Iteration 1F: 3 clusters Score -1140196 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1140687.750000 Penalty: 916.978271
	Iteration 2F: 3 clusters Score -1140688 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1141288.250000 Penalty: 916.978271
	Iteration 3F: 3 clusters Score -1141288 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1142136.750000 Penalty: 916.978271
	Iteration 4F: 3 clusters Score -1142137 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1143317.625000 Penalty: 916.978271
	Iteration 5F: 3 clusters Score -1143318 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1144657.000000 Penalty: 916.978271
	Iteration 6F: 3 clusters Score -1144657 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1145774.625000 Penalty: 916.978271
	Iteration 7F: 3 clusters Score -1145775 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1146376.875000 Penalty: 916.978271
	Iteration 8Q: 3 clusters Score -1146377 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1146617.875000 Penalty: 916.978271
	Iteration 9Q: 3 clusters Score -1146618 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1146725.125000 Penalty: 916.978271
	Iteration 10Q: 3 clusters Score -1146725 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1146778.750000 Penalty: 916.978271
	Iteration 11Q: 3 clusters Score -1146779 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1146815.375000 Penalty: 916.978271
	Iteration 12Q: 3 clusters Score -1146815 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1146847.500000 Penalty: 916.978271
	Iteration 13Q: 3 clusters Score -1146848 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1146885.375000 Penalty: 916.978271
	Iteration 14Q: 3 clusters Score -1146885 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1146909.000000 Penalty: 916.978271
	Iteration 15Q: 3 clusters Score -1146909 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1146924.375000 Penalty: 916.978271
	Iteration 16Q: 3 clusters Score -1146924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1146949.250000 Penalty: 916.978271
	Iteration 17Q: 3 clusters Score -1146949 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1146979.625000 Penalty: 916.978271
	Iteration 18Q: 3 clusters Score -1146980 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1147010.750000 Penalty: 916.978271
	Iteration 19Q: 3 clusters Score -1147011 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1147043.000000 Penalty: 916.978271
	Iteration 20F: 3 clusters Score -1147043 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1147072.375000 Penalty: 916.978271
	Iteration 21Q: 3 clusters Score -1147072 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1147095.000000 Penalty: 916.978271
	Iteration 22Q: 3 clusters Score -1147095 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1147132.500000 Penalty: 916.978271
	Iteration 23Q: 3 clusters Score -1147132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1147164.875000 Penalty: 916.978271
	Iteration 24Q: 3 clusters Score -1147165 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1147197.000000 Penalty: 916.978271
	Iteration 25Q: 3 clusters Score -1147197 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1147229.500000 Penalty: 916.978271
	Iteration 26Q: 3 clusters Score -1147230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1147257.375000 Penalty: 916.978271
	Iteration 27Q: 3 clusters Score -1147257 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1147284.125000 Penalty: 916.978271
	Iteration 28Q: 3 clusters Score -1147284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1147314.750000 Penalty: 916.978271
	Iteration 29Q: 3 clusters Score -1147315 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1147340.250000 Penalty: 916.978271
	Iteration 30Q: 3 clusters Score -1147340 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1147364.625000 Penalty: 916.978271
	Iteration 31Q: 3 clusters Score -1147365 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1147398.125000 Penalty: 916.978271
	Iteration 32Q: 3 clusters Score -1147398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1147430.750000 Penalty: 916.978271
	Iteration 33Q: 3 clusters Score -1147431 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1147467.125000 Penalty: 916.978271
	Iteration 34Q: 3 clusters Score -1147467 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1147515.125000 Penalty: 916.978271
	Iteration 35Q: 3 clusters Score -1147515 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1147555.125000 Penalty: 916.978271
	Iteration 36Q: 3 clusters Score -1147555 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1147601.500000 Penalty: 916.978271
	Iteration 37Q: 3 clusters Score -1147602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1147645.625000 Penalty: 916.978271
	Iteration 38Q: 3 clusters Score -1147646 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1147700.750000 Penalty: 916.978271
	Iteration 39Q: 3 clusters Score -1147701 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1147752.625000 Penalty: 916.978271
	Iteration 40F: 3 clusters Score -1147753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1147810.625000 Penalty: 916.978271
	Iteration 41Q: 3 clusters Score -1147811 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1147853.500000 Penalty: 916.978271
	Iteration 42Q: 3 clusters Score -1147854 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1147904.375000 Penalty: 916.978271
	Iteration 43Q: 3 clusters Score -1147904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1147963.625000 Penalty: 916.978271
	Iteration 44Q: 3 clusters Score -1147964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1148030.625000 Penalty: 916.978271
	Iteration 45Q: 3 clusters Score -1148031 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1148087.750000 Penalty: 916.978271
	Iteration 46Q: 3 clusters Score -1148088 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1148146.875000 Penalty: 916.978271
	Iteration 47Q: 3 clusters Score -1148147 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1148204.125000 Penalty: 916.978271
	Iteration 48Q: 3 clusters Score -1148204 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1148268.000000 Penalty: 916.978271
	Iteration 49Q: 3 clusters Score -1148268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1148319.500000 Penalty: 916.978271
	Iteration 50Q: 3 clusters Score -1148320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1148366.750000 Penalty: 916.978271
	Iteration 51Q: 3 clusters Score -1148367 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1148416.375000 Penalty: 916.978271
	Iteration 52Q: 3 clusters Score -1148416 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1148457.875000 Penalty: 916.978271
	Iteration 53Q: 3 clusters Score -1148458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1148496.875000 Penalty: 916.978271
	Iteration 54Q: 3 clusters Score -1148497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1148546.125000 Penalty: 916.978271
	Iteration 55Q: 3 clusters Score -1148546 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1148589.875000 Penalty: 916.978271
	Iteration 56Q: 3 clusters Score -1148590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1148634.875000 Penalty: 916.978271
	Iteration 57Q: 3 clusters Score -1148635 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1148676.750000 Penalty: 916.978271
	Iteration 58Q: 3 clusters Score -1148677 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1148713.375000 Penalty: 916.978271
	Iteration 59Q: 3 clusters Score -1148713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1148737.000000 Penalty: 916.978271
	Iteration 60F: 3 clusters Score -1148737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1148770.000000 Penalty: 916.978271
	Iteration 61Q: 3 clusters Score -1148770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1148806.875000 Penalty: 916.978271
	Iteration 62Q: 3 clusters Score -1148807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1148839.750000 Penalty: 916.978271
	Iteration 63Q: 3 clusters Score -1148840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1148868.000000 Penalty: 916.978271
	Iteration 64Q: 3 clusters Score -1148868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1148890.000000 Penalty: 916.978271
	Iteration 65Q: 3 clusters Score -1148890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1148904.125000 Penalty: 916.978271
	Iteration 66Q: 3 clusters Score -1148904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1148916.375000 Penalty: 916.978271
	Iteration 67Q: 3 clusters Score -1148916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1148931.000000 Penalty: 916.978271
	Iteration 68Q: 3 clusters Score -1148931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1148940.500000 Penalty: 916.978271
	Iteration 69Q: 3 clusters Score -1148940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1148949.500000 Penalty: 916.978271
	Iteration 70Q: 3 clusters Score -1148950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1148962.750000 Penalty: 916.978271
	Iteration 71Q: 3 clusters Score -1148963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1148965.375000 Penalty: 916.978271
	Iteration 72Q: 3 clusters Score -1148965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1148974.500000 Penalty: 916.978271
	Iteration 73Q: 3 clusters Score -1148974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1148980.125000 Penalty: 916.978271
	Iteration 74Q: 3 clusters Score -1148980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1148988.000000 Penalty: 916.978271
	Iteration 75Q: 3 clusters Score -1148988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1148993.625000 Penalty: 916.978271
	Iteration 76Q: 3 clusters Score -1148994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1149003.625000 Penalty: 916.978271
	Iteration 77Q: 3 clusters Score -1149004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1149008.000000 Penalty: 916.978271
	Iteration 78Q: 3 clusters Score -1149008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1149011.875000 Penalty: 916.978271
	Iteration 79Q: 3 clusters Score -1149012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1149013.875000 Penalty: 916.978271
	Iteration 80F: 3 clusters Score -1149014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1149017.250000 Penalty: 916.978271
	Iteration 81Q: 3 clusters Score -1149017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1149018.875000 Penalty: 916.978271
	Iteration 82Q: 3 clusters Score -1149019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1149025.375000 Penalty: 916.978271
	Iteration 83Q: 3 clusters Score -1149025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1149028.625000 Penalty: 916.978271
	Iteration 84Q: 3 clusters Score -1149029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1149032.250000 Penalty: 916.978271
	Iteration 85Q: 3 clusters Score -1149032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1149037.000000 Penalty: 916.978271
	Iteration 86Q: 3 clusters Score -1149037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1149038.500000 Penalty: 916.978271
	Iteration 87Q: 3 clusters Score -1149038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1149043.125000 Penalty: 916.978271
	Iteration 88Q: 3 clusters Score -1149043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1149047.625000 Penalty: 916.978271
	Iteration 89Q: 3 clusters Score -1149048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1149053.750000 Penalty: 916.978271
	Iteration 90Q: 3 clusters Score -1149054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1149054.500000 Penalty: 916.978271
	Iteration 91Q: 3 clusters Score -1149054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1149058.000000 Penalty: 916.978271
	Iteration 92Q: 3 clusters Score -1149058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1149064.000000 Penalty: 916.978271
	Iteration 93Q: 3 clusters Score -1149064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1149066.125000 Penalty: 916.978271
	Iteration 94Q: 3 clusters Score -1149066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1149070.750000 Penalty: 916.978271
	Iteration 95Q: 3 clusters Score -1149071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1149074.250000 Penalty: 916.978271
	Iteration 96Q: 3 clusters Score -1149074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1149076.875000 Penalty: 916.978271
	Iteration 97Q: 3 clusters Score -1149077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1149082.000000 Penalty: 916.978271
	Iteration 98Q: 3 clusters Score -1149082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1149084.500000 Penalty: 916.978271
	Iteration 99Q: 3 clusters Score -1149084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1149086.500000 Penalty: 916.978271
	Iteration 100F: 3 clusters Score -1149086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1149087.625000 Penalty: 916.978271
	Iteration 101Q: 3 clusters Score -1149088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1149088.500000 Penalty: 916.978271
	Iteration 102Q: 3 clusters Score -1149088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1149087.250000 Penalty: 916.978271
	Iteration 103Q: 3 clusters Score -1149087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1149089.000000 Penalty: 916.978271
	Iteration 104Q: 3 clusters Score -1149089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1149089.875000 Penalty: 916.978271
	Iteration 105Q: 3 clusters Score -1149090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1149094.500000 Penalty: 916.978271
	Iteration 106Q: 3 clusters Score -1149094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1149095.875000 Penalty: 916.978271
	Iteration 107Q: 3 clusters Score -1149096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1149095.750000 Penalty: 916.978271
	Iteration 108Q: 3 clusters Score -1149096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1149099.375000 Penalty: 916.978271
	Iteration 109Q: 3 clusters Score -1149099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1149099.250000 Penalty: 916.978271
	Iteration 110Q: 3 clusters Score -1149099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1149098.625000 Penalty: 916.978271
	Iteration 111Q: 3 clusters Score -1149099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1149098.625000 Penalty: 916.978271
	Iteration 112F: 3 clusters Score -1149099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6404.093262 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6404.093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6502.322266 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6502.322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6521.939453 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6521.939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6528.404785 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6528.405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6537.428223 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6537.428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6545.184570 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6545.185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6547.250977 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6547.251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6549.116699 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6549.117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6549.116699 Penalty: 470.514038
	Iteration 8F: 3 clusters Score -6549.117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2933.795166 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2933.795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2959.333252 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2959.333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2973.671387 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2973.671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2976.985840 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -2976.986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2976.985840 Penalty: 403.204315
	Iteration 4F: 3 clusters Score -2976.986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5739.633301 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5739.633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5786.900391 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5797.369141 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5797.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5800.162598 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5800.163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5801.034180 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5801.034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5802.807617 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5802.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5803.735840 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5803.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5803.735840 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -5803.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 124774 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 98568 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33500 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 144539 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61053 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23782 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235918.000000 Penalty: 14972.122070
Iteration 279Q: 26 clusters Score -2.323592e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 124792 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 98583 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33503 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 144544 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 61026 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23768 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236012.000000 Penalty: 14972.122070
Iteration 280F: 26 clusters Score -2.323601e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 124814 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 98596 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33508 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 144536 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 61002 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23754 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236000.000000 Penalty: 14972.122070
Iteration 281Q: 26 clusters Score -2.3236e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 124818 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 98612 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33513 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 144541 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 60989 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23741 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235982.000000 Penalty: 14972.122070
Iteration 282Q: 26 clusters Score -2.323598e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 124833 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 98636 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33518 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 144522 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 60980 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23730 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23235966.000000 Penalty: 14972.122070
Iteration 283Q: 26 clusters Score -2.323597e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 124848 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 98653 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33524 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 144516 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 60971 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23716 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236018.000000 Penalty: 14972.122070
Iteration 284Q: 26 clusters Score -2.323602e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 124887 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 98665 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33523 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 144499 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 60953 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23705 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236026.000000 Penalty: 14972.122070
Iteration 285Q: 26 clusters Score -2.323603e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4620 members 
Mstep: Class 3 contains 124929 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 98683 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33524 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 144472 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 60938 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23696 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236066.000000 Penalty: 14972.122070
Iteration 286Q: 26 clusters Score -2.323607e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 124989 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 98685 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33517 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 144442 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 60934 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23685 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236040.000000 Penalty: 14972.122070
Iteration 287Q: 26 clusters Score -2.323604e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 125051 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 98695 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33509 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 144406 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 60930 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23667 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236136.000000 Penalty: 14972.122070
Iteration 288Q: 26 clusters Score -2.323614e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4622 members 
Mstep: Class 3 contains 125105 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 98704 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33507 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 144357 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 60932 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23654 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236158.000000 Penalty: 14972.122070
Iteration 289Q: 26 clusters Score -2.323616e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 125144 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 98713 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33505 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 144323 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 60926 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23648 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236166.000000 Penalty: 14972.122070
Iteration 290Q: 26 clusters Score -2.323617e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 125179 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7441 members 
Mstep: Class 6 contains 98719 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33499 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 144302 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 60928 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23643 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236228.000000 Penalty: 14972.122070
Iteration 291Q: 26 clusters Score -2.323623e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 125234 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 98721 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33483 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 144269 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 60931 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23643 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236264.000000 Penalty: 14972.122070
Iteration 292Q: 26 clusters Score -2.323626e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 125276 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7429 members 
Mstep: Class 6 contains 98722 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33477 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 144233 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 60930 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23649 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236298.000000 Penalty: 14972.122070
Iteration 293Q: 26 clusters Score -2.32363e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 125323 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7426 members 
Mstep: Class 6 contains 98715 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33470 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 144215 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 60923 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23646 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236262.000000 Penalty: 14972.122070
Iteration 294Q: 26 clusters Score -2.323626e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 125382 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 98710 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33465 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 144194 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 60916 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 23634 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236272.000000 Penalty: 14972.122070
Iteration 295Q: 26 clusters Score -2.323627e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 3 contains 125436 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 98711 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33467 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 144167 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 60899 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 23624 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236312.000000 Penalty: 14972.122070
Iteration 296Q: 26 clusters Score -2.323631e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 125507 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7422 members 
Mstep: Class 6 contains 98705 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33476 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 144132 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 60868 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23616 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236348.000000 Penalty: 14972.122070
Iteration 297Q: 26 clusters Score -2.323635e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 125577 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 98699 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33483 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 144085 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 60842 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23613 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236326.000000 Penalty: 14972.122070
Iteration 298Q: 26 clusters Score -2.323633e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 125631 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7426 members 
Mstep: Class 6 contains 98696 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33495 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 144046 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 60819 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23608 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236314.000000 Penalty: 14972.122070
Iteration 299Q: 26 clusters Score -2.323631e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 125671 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 98688 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33505 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 144029 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4355 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23607 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236312.000000 Penalty: 14972.122070
Iteration 300F: 26 clusters Score -2.323631e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 125725 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7430 members 
Mstep: Class 6 contains 98674 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33514 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 144025 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1410 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 60728 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23604 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236290.000000 Penalty: 14972.122070
Iteration 301Q: 26 clusters Score -2.323629e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 125746 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7427 members 
Mstep: Class 6 contains 98657 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33528 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 144051 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 60678 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23604 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236360.000000 Penalty: 14972.122070
Iteration 302Q: 26 clusters Score -2.323636e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 125791 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 98642 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33533 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 144064 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 60630 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23597 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236386.000000 Penalty: 14972.122070
Iteration 303Q: 26 clusters Score -2.323639e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 125857 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 98626 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33537 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 144052 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 60585 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23586 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236394.000000 Penalty: 14972.122070
Iteration 304Q: 26 clusters Score -2.323639e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 125915 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7426 members 
Mstep: Class 6 contains 98604 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33544 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 144048 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23581 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236340.000000 Penalty: 14972.122070
Iteration 305Q: 26 clusters Score -2.323634e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 125963 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 98594 members 
Mstep: Class 7 contains 4328 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33554 members 
Mstep: Class 13 contains 2291 members 
Mstep: Class 14 contains 144028 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 60488 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23579 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236316.000000 Penalty: 14972.122070
Iteration 306Q: 26 clusters Score -2.323632e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 126012 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7447 members 
Mstep: Class 6 contains 98576 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3003 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33564 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 144016 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 60442 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23575 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236304.000000 Penalty: 14972.122070
Iteration 307Q: 26 clusters Score -2.32363e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4645 members 
Mstep: Class 3 contains 126075 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7453 members 
Mstep: Class 6 contains 98560 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33578 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 143993 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 60397 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23571 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236300.000000 Penalty: 14972.122070
Iteration 308Q: 26 clusters Score -2.32363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 126145 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 98544 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33584 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 143968 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 60348 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23564 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236282.000000 Penalty: 14972.122070
Iteration 309Q: 26 clusters Score -2.323628e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 126210 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 98525 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33588 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 143947 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 60312 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23555 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236284.000000 Penalty: 14972.122070
Iteration 310Q: 26 clusters Score -2.323628e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 126287 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 98506 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33593 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 143920 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 60276 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23555 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236290.000000 Penalty: 14972.122070
Iteration 311Q: 26 clusters Score -2.323629e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 126358 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 98479 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33597 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 143905 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 60247 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23551 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236310.000000 Penalty: 14972.122070
Iteration 312Q: 26 clusters Score -2.323631e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 126423 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 98467 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33610 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 143871 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 60217 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23544 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236348.000000 Penalty: 14972.122070
Iteration 313Q: 26 clusters Score -2.323635e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 126487 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7453 members 
Mstep: Class 6 contains 98453 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33623 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 143838 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 60197 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23530 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236398.000000 Penalty: 14972.122070
Iteration 314Q: 26 clusters Score -2.32364e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 126548 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 98443 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33636 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 143808 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 60176 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23509 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236356.000000 Penalty: 14972.122070
Iteration 315Q: 26 clusters Score -2.323636e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 126620 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 98431 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33647 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 143767 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4374 members 
Mstep: Class 20 contains 60156 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23487 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236394.000000 Penalty: 14972.122070
Iteration 316Q: 26 clusters Score -2.323639e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 126677 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 98427 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33658 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 143740 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 60130 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23467 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236432.000000 Penalty: 14972.122070
Iteration 317Q: 26 clusters Score -2.323643e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 126712 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 98421 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33663 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 143744 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 60095 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23456 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236470.000000 Penalty: 14972.122070
Iteration 318Q: 26 clusters Score -2.323647e+07 nChanged 252
Entering ConstructFrom: 
Score: -23236470.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -11489.718750 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -11489.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11105.687500 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -11105.69 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11213.518555 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -11213.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11286.616211 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -11286.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11357.163086 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -11357.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11399.850586 Penalty: 524.346680
	Iteration 4F: 3 clusters Score -11399.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11416.306641 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -11416.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11435.301758 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -11435.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11449.517578 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -11449.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11470.724609 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -11470.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11474.938477 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -11474.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11477.425781 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -11477.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11478.383789 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -11478.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11478.383789 Penalty: 524.346680
	Iteration 12F: 3 clusters Score -11478.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -210632.109375 Penalty: 384.328064
	Iteration 0F: 2 clusters Score -210632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -207458.093750 Penalty: 768.656128
	Iteration 0F: 3 clusters Score -207458.1 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -208618.765625 Penalty: 768.656128
	Iteration 1F: 3 clusters Score -208618.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -208718.515625 Penalty: 768.656128
	Iteration 2F: 3 clusters Score -208718.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -208829.406250 Penalty: 768.656128
	Iteration 3Q: 3 clusters Score -208829.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -208974.578125 Penalty: 768.656128
	Iteration 4F: 3 clusters Score -208974.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -209117.796875 Penalty: 768.656128
	Iteration 5Q: 3 clusters Score -209117.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -209247.984375 Penalty: 768.656128
	Iteration 6Q: 3 clusters Score -209248 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -209355.796875 Penalty: 768.656128
	Iteration 7Q: 3 clusters Score -209355.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -209447.640625 Penalty: 768.656128
	Iteration 8Q: 3 clusters Score -209447.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -209547.062500 Penalty: 768.656128
	Iteration 9Q: 3 clusters Score -209547.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -209636.250000 Penalty: 768.656128
	Iteration 10Q: 3 clusters Score -209636.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -209715.062500 Penalty: 768.656128
	Iteration 11Q: 3 clusters Score -209715.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -209783.906250 Penalty: 768.656128
	Iteration 12Q: 3 clusters Score -209783.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -209840.500000 Penalty: 768.656128
	Iteration 13Q: 3 clusters Score -209840.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -209884.781250 Penalty: 768.656128
	Iteration 14Q: 3 clusters Score -209884.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -209926.906250 Penalty: 768.656128
	Iteration 15Q: 3 clusters Score -209926.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -209960.390625 Penalty: 768.656128
	Iteration 16Q: 3 clusters Score -209960.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -209983.046875 Penalty: 768.656128
	Iteration 17Q: 3 clusters Score -209983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -209997.484375 Penalty: 768.656128
	Iteration 18Q: 3 clusters Score -209997.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -210008.093750 Penalty: 768.656128
	Iteration 19Q: 3 clusters Score -210008.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -210018.437500 Penalty: 768.656128
	Iteration 20F: 3 clusters Score -210018.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -210027.937500 Penalty: 768.656128
	Iteration 21Q: 3 clusters Score -210027.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -210036.843750 Penalty: 768.656128
	Iteration 22Q: 3 clusters Score -210036.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210044.328125 Penalty: 768.656128
	Iteration 23Q: 3 clusters Score -210044.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -210049.312500 Penalty: 768.656128
	Iteration 24Q: 3 clusters Score -210049.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210054.609375 Penalty: 768.656128
	Iteration 25Q: 3 clusters Score -210054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -210060.515625 Penalty: 768.656128
	Iteration 26Q: 3 clusters Score -210060.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210069.250000 Penalty: 768.656128
	Iteration 27Q: 3 clusters Score -210069.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -210078.859375 Penalty: 768.656128
	Iteration 28Q: 3 clusters Score -210078.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -210086.468750 Penalty: 768.656128
	Iteration 29Q: 3 clusters Score -210086.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -210095.437500 Penalty: 768.656128
	Iteration 30Q: 3 clusters Score -210095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -210104.265625 Penalty: 768.656128
	Iteration 31Q: 3 clusters Score -210104.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210113.328125 Penalty: 768.656128
	Iteration 32Q: 3 clusters Score -210113.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210122.859375 Penalty: 768.656128
	Iteration 33Q: 3 clusters Score -210122.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210133.125000 Penalty: 768.656128
	Iteration 34Q: 3 clusters Score -210133.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210146.375000 Penalty: 768.656128
	Iteration 35Q: 3 clusters Score -210146.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210162.421875 Penalty: 768.656128
	Iteration 36Q: 3 clusters Score -210162.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210180.281250 Penalty: 768.656128
	Iteration 37Q: 3 clusters Score -210180.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210193.687500 Penalty: 768.656128
	Iteration 38Q: 3 clusters Score -210193.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210202.781250 Penalty: 768.656128
	Iteration 39Q: 3 clusters Score -210202.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -210210.531250 Penalty: 768.656128
	Iteration 40F: 3 clusters Score -210210.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -210217.546875 Penalty: 768.656128
	Iteration 41Q: 3 clusters Score -210217.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210225.078125 Penalty: 768.656128
	Iteration 42Q: 3 clusters Score -210225.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210231.015625 Penalty: 768.656128
	Iteration 43Q: 3 clusters Score -210231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -210237.953125 Penalty: 768.656128
	Iteration 44Q: 3 clusters Score -210238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -210245.687500 Penalty: 768.656128
	Iteration 45Q: 3 clusters Score -210245.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -210252.156250 Penalty: 768.656128
	Iteration 46Q: 3 clusters Score -210252.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210257.906250 Penalty: 768.656128
	Iteration 47Q: 3 clusters Score -210257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -210265.250000 Penalty: 768.656128
	Iteration 48Q: 3 clusters Score -210265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -210273.171875 Penalty: 768.656128
	Iteration 49Q: 3 clusters Score -210273.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -210281.375000 Penalty: 768.656128
	Iteration 50Q: 3 clusters Score -210281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -210289.375000 Penalty: 768.656128
	Iteration 51Q: 3 clusters Score -210289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -210296.812500 Penalty: 768.656128
	Iteration 52Q: 3 clusters Score -210296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -210303.781250 Penalty: 768.656128
	Iteration 53Q: 3 clusters Score -210303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -210311.078125 Penalty: 768.656128
	Iteration 54Q: 3 clusters Score -210311.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -210316.218750 Penalty: 768.656128
	Iteration 55Q: 3 clusters Score -210316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -210318.937500 Penalty: 768.656128
	Iteration 56Q: 3 clusters Score -210318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -210320.875000 Penalty: 768.656128
	Iteration 57Q: 3 clusters Score -210320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210323.406250 Penalty: 768.656128
	Iteration 58Q: 3 clusters Score -210323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -210327.500000 Penalty: 768.656128
	Iteration 59Q: 3 clusters Score -210327.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -210331.000000 Penalty: 768.656128
	Iteration 60F: 3 clusters Score -210331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -210334.093750 Penalty: 768.656128
	Iteration 61Q: 3 clusters Score -210334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -210337.921875 Penalty: 768.656128
	Iteration 62Q: 3 clusters Score -210337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -210342.109375 Penalty: 768.656128
	Iteration 63Q: 3 clusters Score -210342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -210344.390625 Penalty: 768.656128
	Iteration 64Q: 3 clusters Score -210344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -210346.812500 Penalty: 768.656128
	Iteration 65Q: 3 clusters Score -210346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210347.937500 Penalty: 768.656128
	Iteration 66Q: 3 clusters Score -210347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210348.515625 Penalty: 768.656128
	Iteration 67Q: 3 clusters Score -210348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -210349.328125 Penalty: 768.656128
	Iteration 68Q: 3 clusters Score -210349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -210350.734375 Penalty: 768.656128
	Iteration 69Q: 3 clusters Score -210350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -210352.671875 Penalty: 768.656128
	Iteration 70Q: 3 clusters Score -210352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -210355.375000 Penalty: 768.656128
	Iteration 71Q: 3 clusters Score -210355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -210356.968750 Penalty: 768.656128
	Iteration 72Q: 3 clusters Score -210357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -210358.171875 Penalty: 768.656128
	Iteration 73Q: 3 clusters Score -210358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -210358.265625 Penalty: 768.656128
	Iteration 74Q: 3 clusters Score -210358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -210358.515625 Penalty: 768.656128
	Iteration 75Q: 3 clusters Score -210358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -210359.125000 Penalty: 768.656128
	Iteration 76Q: 3 clusters Score -210359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -210359.187500 Penalty: 768.656128
	Iteration 77Q: 3 clusters Score -210359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -210359.187500 Penalty: 768.656128
	Iteration 78F: 3 clusters Score -210359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (126725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Entering Unmasked Estep 
Score: -5871465.000000 Penalty: 534.614746
	Iteration 0F: 2 clusters Score -5871465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -5785584.500000 Penalty: 1069.229492
	Iteration 0F: 3 clusters Score -5785584 nChanged 61978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -5824917.500000 Penalty: 1069.229492
	Iteration 1F: 3 clusters Score -5824918 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -5827404.000000 Penalty: 1069.229492
	Iteration 2Q: 3 clusters Score -5827404 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -5831188.000000 Penalty: 1069.229492
	Iteration 3Q: 3 clusters Score -5831188 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -5836754.000000 Penalty: 1069.229492
	Iteration 4F: 3 clusters Score -5836754 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -5843177.500000 Penalty: 1069.229492
	Iteration 5F: 3 clusters Score -5843178 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -5847645.000000 Penalty: 1069.229492
	Iteration 6F: 3 clusters Score -5847645 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -5848915.000000 Penalty: 1069.229492
	Iteration 7Q: 3 clusters Score -5848915 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -5849234.000000 Penalty: 1069.229492
	Iteration 8Q: 3 clusters Score -5849234 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5849341.000000 Penalty: 1069.229492
	Iteration 9Q: 3 clusters Score -5849341 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -5849555.000000 Penalty: 1069.229492
	Iteration 10Q: 3 clusters Score -5849555 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -5849727.500000 Penalty: 1069.229492
	Iteration 11Q: 3 clusters Score -5849728 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -5849950.500000 Penalty: 1069.229492
	Iteration 12Q: 3 clusters Score -5849950 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -5850077.000000 Penalty: 1069.229492
	Iteration 13Q: 3 clusters Score -5850077 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -5850292.500000 Penalty: 1069.229492
	Iteration 14Q: 3 clusters Score -5850292 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -5850545.000000 Penalty: 1069.229492
	Iteration 15Q: 3 clusters Score -5850545 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -5850777.500000 Penalty: 1069.229492
	Iteration 16Q: 3 clusters Score -5850778 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5851111.000000 Penalty: 1069.229492
	Iteration 17Q: 3 clusters Score -5851111 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -5851382.500000 Penalty: 1069.229492
	Iteration 18Q: 3 clusters Score -5851382 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5851703.000000 Penalty: 1069.229492
	Iteration 19Q: 3 clusters Score -5851703 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5852162.500000 Penalty: 1069.229492
	Iteration 20F: 3 clusters Score -5852162 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5852685.500000 Penalty: 1069.229492
	Iteration 21Q: 3 clusters Score -5852686 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5853266.000000 Penalty: 1069.229492
	Iteration 22Q: 3 clusters Score -5853266 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5853968.000000 Penalty: 1069.229492
	Iteration 23Q: 3 clusters Score -5853968 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93839 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -5854777.000000 Penalty: 1069.229492
	Iteration 24Q: 3 clusters Score -5854777 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5855672.500000 Penalty: 1069.229492
	Iteration 25Q: 3 clusters Score -5855672 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5856755.000000 Penalty: 1069.229492
	Iteration 26Q: 3 clusters Score -5856755 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5857855.500000 Penalty: 1069.229492
	Iteration 27Q: 3 clusters Score -5857856 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5859091.500000 Penalty: 1069.229492
	Iteration 28Q: 3 clusters Score -5859092 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -5860385.500000 Penalty: 1069.229492
	Iteration 29Q: 3 clusters Score -5860386 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5861689.000000 Penalty: 1069.229492
	Iteration 30Q: 3 clusters Score -5861689 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5863072.000000 Penalty: 1069.229492
	Iteration 31Q: 3 clusters Score -5863072 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5864235.000000 Penalty: 1069.229492
	Iteration 32Q: 3 clusters Score -5864235 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5865236.500000 Penalty: 1069.229492
	Iteration 33Q: 3 clusters Score -5865236 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114766 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -5866086.500000 Penalty: 1069.229492
	Iteration 34Q: 3 clusters Score -5866086 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115965 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5866714.000000 Penalty: 1069.229492
	Iteration 35Q: 3 clusters Score -5866714 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5867227.500000 Penalty: 1069.229492
	Iteration 36Q: 3 clusters Score -5867228 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118038 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5867619.000000 Penalty: 1069.229492
	Iteration 37Q: 3 clusters Score -5867619 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5867936.000000 Penalty: 1069.229492
	Iteration 38Q: 3 clusters Score -5867936 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5868242.000000 Penalty: 1069.229492
	Iteration 39Q: 3 clusters Score -5868242 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120509 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -5868574.500000 Penalty: 1069.229492
	Iteration 40F: 3 clusters Score -5868574 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121257 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5868886.000000 Penalty: 1069.229492
	Iteration 41Q: 3 clusters Score -5868886 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5869181.500000 Penalty: 1069.229492
	Iteration 42Q: 3 clusters Score -5869182 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122626 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5869482.500000 Penalty: 1069.229492
	Iteration 43Q: 3 clusters Score -5869482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5869739.500000 Penalty: 1069.229492
	Iteration 44Q: 3 clusters Score -5869740 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5869955.000000 Penalty: 1069.229492
	Iteration 45Q: 3 clusters Score -5869955 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5870144.000000 Penalty: 1069.229492
	Iteration 46Q: 3 clusters Score -5870144 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5870297.500000 Penalty: 1069.229492
	Iteration 47Q: 3 clusters Score -5870298 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5870436.500000 Penalty: 1069.229492
	Iteration 48Q: 3 clusters Score -5870436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5870544.000000 Penalty: 1069.229492
	Iteration 49Q: 3 clusters Score -5870544 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125433 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5870651.000000 Penalty: 1069.229492
	Iteration 50Q: 3 clusters Score -5870651 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125618 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5870718.500000 Penalty: 1069.229492
	Iteration 51Q: 3 clusters Score -5870718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5870793.500000 Penalty: 1069.229492
	Iteration 52Q: 3 clusters Score -5870794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5870840.500000 Penalty: 1069.229492
	Iteration 53Q: 3 clusters Score -5870840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126031 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5870897.000000 Penalty: 1069.229492
	Iteration 54Q: 3 clusters Score -5870897 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5870916.000000 Penalty: 1069.229492
	Iteration 55Q: 3 clusters Score -5870916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5870950.500000 Penalty: 1069.229492
	Iteration 56Q: 3 clusters Score -5870950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126247 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5870966.000000 Penalty: 1069.229492
	Iteration 57Q: 3 clusters Score -5870966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5870972.500000 Penalty: 1069.229492
	Iteration 58Q: 3 clusters Score -5870972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5870979.500000 Penalty: 1069.229492
	Iteration 59Q: 3 clusters Score -5870980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5870994.500000 Penalty: 1069.229492
	Iteration 60F: 3 clusters Score -5870994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5871013.000000 Penalty: 1069.229492
	Iteration 61Q: 3 clusters Score -5871013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5871014.500000 Penalty: 1069.229492
	Iteration 62Q: 3 clusters Score -5871014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5871018.500000 Penalty: 1069.229492
	Iteration 63Q: 3 clusters Score -5871018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5871024.000000 Penalty: 1069.229492
	Iteration 64Q: 3 clusters Score -5871024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126435 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5871030.000000 Penalty: 1069.229492
	Iteration 65Q: 3 clusters Score -5871030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5871029.500000 Penalty: 1069.229492
	Iteration 66Q: 3 clusters Score -5871030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5871035.500000 Penalty: 1069.229492
	Iteration 67Q: 3 clusters Score -5871036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5871035.500000 Penalty: 1069.229492
	Iteration 68F: 3 clusters Score -5871036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -35677.320312 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -35677.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -34944.808594 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -34944.81 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35139.738281 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -35139.74 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35198.378906 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -35198.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35229.515625 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -35229.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35257.359375 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -35257.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35287.945312 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -35287.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -35304.156250 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -35304.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35319.804688 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -35319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35336.886719 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -35336.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35342.980469 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -35342.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35349.625000 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -35349.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35358.273438 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -35358.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35364.285156 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -35364.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35376.570312 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -35376.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35397.660156 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -35397.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35418.453125 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -35418.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -35444.437500 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -35444.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35452.207031 Penalty: 615.197754
	Iteration 17Q: 3 clusters Score -35452.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35455.078125 Penalty: 615.197754
	Iteration 18Q: 3 clusters Score -35455.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35457.660156 Penalty: 615.197754
	Iteration 19Q: 3 clusters Score -35457.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35460.296875 Penalty: 615.197754
	Iteration 20F: 3 clusters Score -35460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35464.714844 Penalty: 615.197754
	Iteration 21Q: 3 clusters Score -35464.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35469.027344 Penalty: 615.197754
	Iteration 22Q: 3 clusters Score -35469.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -35472.179688 Penalty: 615.197754
	Iteration 23Q: 3 clusters Score -35472.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -35476.960938 Penalty: 615.197754
	Iteration 24Q: 3 clusters Score -35476.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35480.617188 Penalty: 615.197754
	Iteration 25Q: 3 clusters Score -35480.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -35486.125000 Penalty: 615.197754
	Iteration 26Q: 3 clusters Score -35486.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -35489.371094 Penalty: 615.197754
	Iteration 27Q: 3 clusters Score -35489.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -35493.113281 Penalty: 615.197754
	Iteration 28Q: 3 clusters Score -35493.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35498.101562 Penalty: 615.197754
	Iteration 29Q: 3 clusters Score -35498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35501.812500 Penalty: 615.197754
	Iteration 30Q: 3 clusters Score -35501.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35505.312500 Penalty: 615.197754
	Iteration 31Q: 3 clusters Score -35505.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -35510.894531 Penalty: 615.197754
	Iteration 32Q: 3 clusters Score -35510.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35514.058594 Penalty: 615.197754
	Iteration 33Q: 3 clusters Score -35514.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35516.394531 Penalty: 615.197754
	Iteration 34Q: 3 clusters Score -35516.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35517.972656 Penalty: 615.197754
	Iteration 35Q: 3 clusters Score -35517.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35519.214844 Penalty: 615.197754
	Iteration 36Q: 3 clusters Score -35519.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35519.839844 Penalty: 615.197754
	Iteration 37Q: 3 clusters Score -35519.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35520.886719 Penalty: 615.197754
	Iteration 38Q: 3 clusters Score -35520.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35521.496094 Penalty: 615.197754
	Iteration 39Q: 3 clusters Score -35521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -35522.476562 Penalty: 615.197754
	Iteration 40F: 3 clusters Score -35522.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35523.433594 Penalty: 615.197754
	Iteration 41Q: 3 clusters Score -35523.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35523.433594 Penalty: 615.197754
	Iteration 42F: 3 clusters Score -35523.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -365302.031250 Penalty: 405.749817
	Iteration 0F: 2 clusters Score -365302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -360418.968750 Penalty: 811.499634
	Iteration 0F: 3 clusters Score -360419 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -362683.375000 Penalty: 811.499634
	Iteration 1F: 3 clusters Score -362683.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -363162.500000 Penalty: 811.499634
	Iteration 2F: 3 clusters Score -363162.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -363765.031250 Penalty: 811.499634
	Iteration 3F: 3 clusters Score -363765 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -364350.843750 Penalty: 811.499634
	Iteration 4F: 3 clusters Score -364350.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -364686.375000 Penalty: 811.499634
	Iteration 5F: 3 clusters Score -364686.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -364784.812500 Penalty: 811.499634
	Iteration 6Q: 3 clusters Score -364784.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -364821.625000 Penalty: 811.499634
	Iteration 7Q: 3 clusters Score -364821.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -364842.593750 Penalty: 811.499634
	Iteration 8Q: 3 clusters Score -364842.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -364854.968750 Penalty: 811.499634
	Iteration 9Q: 3 clusters Score -364855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -364873.656250 Penalty: 811.499634
	Iteration 10Q: 3 clusters Score -364873.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -364893.531250 Penalty: 811.499634
	Iteration 11Q: 3 clusters Score -364893.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -364911.125000 Penalty: 811.499634
	Iteration 12Q: 3 clusters Score -364911.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -364926.750000 Penalty: 811.499634
	Iteration 13Q: 3 clusters Score -364926.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -364938.843750 Penalty: 811.499634
	Iteration 14Q: 3 clusters Score -364938.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -364946.562500 Penalty: 811.499634
	Iteration 15Q: 3 clusters Score -364946.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -364951.218750 Penalty: 811.499634
	Iteration 16Q: 3 clusters Score -364951.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -364954.250000 Penalty: 811.499634
	Iteration 17Q: 3 clusters Score -364954.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -364957.062500 Penalty: 811.499634
	Iteration 18Q: 3 clusters Score -364957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -364960.687500 Penalty: 811.499634
	Iteration 19Q: 3 clusters Score -364960.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -364964.000000 Penalty: 811.499634
	Iteration 20F: 3 clusters Score -364964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -364966.593750 Penalty: 811.499634
	Iteration 21Q: 3 clusters Score -364966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -364968.656250 Penalty: 811.499634
	Iteration 22Q: 3 clusters Score -364968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -364970.593750 Penalty: 811.499634
	Iteration 23Q: 3 clusters Score -364970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -364972.875000 Penalty: 811.499634
	Iteration 24Q: 3 clusters Score -364972.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -364975.250000 Penalty: 811.499634
	Iteration 25Q: 3 clusters Score -364975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -364975.781250 Penalty: 811.499634
	Iteration 26Q: 3 clusters Score -364975.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -364977.250000 Penalty: 811.499634
	Iteration 27Q: 3 clusters Score -364977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -364979.125000 Penalty: 811.499634
	Iteration 28Q: 3 clusters Score -364979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -364979.531250 Penalty: 811.499634
	Iteration 29Q: 3 clusters Score -364979.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -364981.000000 Penalty: 811.499634
	Iteration 30Q: 3 clusters Score -364981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -364981.500000 Penalty: 811.499634
	Iteration 31Q: 3 clusters Score -364981.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -364983.187500 Penalty: 811.499634
	Iteration 32Q: 3 clusters Score -364983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -364983.906250 Penalty: 811.499634
	Iteration 33Q: 3 clusters Score -364983.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -364986.062500 Penalty: 811.499634
	Iteration 34Q: 3 clusters Score -364986.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -364990.250000 Penalty: 811.499634
	Iteration 35Q: 3 clusters Score -364990.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -364992.937500 Penalty: 811.499634
	Iteration 36Q: 3 clusters Score -364992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -364996.937500 Penalty: 811.499634
	Iteration 37Q: 3 clusters Score -364996.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -365000.937500 Penalty: 811.499634
	Iteration 38Q: 3 clusters Score -365000.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -365004.656250 Penalty: 811.499634
	Iteration 39Q: 3 clusters Score -365004.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -365009.375000 Penalty: 811.499634
	Iteration 40F: 3 clusters Score -365009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -365012.812500 Penalty: 811.499634
	Iteration 41Q: 3 clusters Score -365012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -365018.125000 Penalty: 811.499634
	Iteration 42Q: 3 clusters Score -365018.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -365021.218750 Penalty: 811.499634
	Iteration 43Q: 3 clusters Score -365021.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -365023.093750 Penalty: 811.499634
	Iteration 44Q: 3 clusters Score -365023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -365025.281250 Penalty: 811.499634
	Iteration 45Q: 3 clusters Score -365025.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -365027.000000 Penalty: 811.499634
	Iteration 46Q: 3 clusters Score -365027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -365026.875000 Penalty: 811.499634
	Iteration 47Q: 3 clusters Score -365026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -365028.062500 Penalty: 811.499634
	Iteration 48Q: 3 clusters Score -365028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -365028.812500 Penalty: 811.499634
	Iteration 49Q: 3 clusters Score -365028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -365029.500000 Penalty: 811.499634
	Iteration 50Q: 3 clusters Score -365029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -365030.531250 Penalty: 811.499634
	Iteration 51Q: 3 clusters Score -365030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -365030.625000 Penalty: 811.499634
	Iteration 52Q: 3 clusters Score -365030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -365031.250000 Penalty: 811.499634
	Iteration 53Q: 3 clusters Score -365031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -365031.062500 Penalty: 811.499634
	Iteration 54Q: 3 clusters Score -365031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -365031.687500 Penalty: 811.499634
	Iteration 55Q: 3 clusters Score -365031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -365034.093750 Penalty: 811.499634
	Iteration 56Q: 3 clusters Score -365034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -365035.593750 Penalty: 811.499634
	Iteration 57Q: 3 clusters Score -365035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -365036.750000 Penalty: 811.499634
	Iteration 58Q: 3 clusters Score -365036.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -365037.062500 Penalty: 811.499634
	Iteration 59Q: 3 clusters Score -365037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -365037.406250 Penalty: 811.499634
	Iteration 60F: 3 clusters Score -365037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -365037.656250 Penalty: 811.499634
	Iteration 61Q: 3 clusters Score -365037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -365037.687500 Penalty: 811.499634
	Iteration 62Q: 3 clusters Score -365037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -365037.656250 Penalty: 811.499634
	Iteration 63Q: 3 clusters Score -365037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -365037.656250 Penalty: 811.499634
	Iteration 64F: 3 clusters Score -365037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Entering Unmasked Estep 
Score: -4624455.000000 Penalty: 523.109314
	Iteration 0F: 2 clusters Score -4624455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -4558378.500000 Penalty: 1046.218628
	Iteration 0F: 3 clusters Score -4558378 nChanged 48020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -4588975.500000 Penalty: 1046.218628
	Iteration 1F: 3 clusters Score -4588976 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -4591749.500000 Penalty: 1046.218628
	Iteration 2F: 3 clusters Score -4591750 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -4596105.000000 Penalty: 1046.218628
	Iteration 3F: 3 clusters Score -4596105 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -4601404.500000 Penalty: 1046.218628
	Iteration 4F: 3 clusters Score -4601404 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -4605045.000000 Penalty: 1046.218628
	Iteration 5F: 3 clusters Score -4605045 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -4606380.000000 Penalty: 1046.218628
	Iteration 6Q: 3 clusters Score -4606380 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -4606742.000000 Penalty: 1046.218628
	Iteration 7Q: 3 clusters Score -4606742 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -4606895.500000 Penalty: 1046.218628
	Iteration 8Q: 3 clusters Score -4606896 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -4607063.000000 Penalty: 1046.218628
	Iteration 9Q: 3 clusters Score -4607063 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -4607170.000000 Penalty: 1046.218628
	Iteration 10Q: 3 clusters Score -4607170 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -4607284.500000 Penalty: 1046.218628
	Iteration 11Q: 3 clusters Score -4607284 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -4607370.500000 Penalty: 1046.218628
	Iteration 12Q: 3 clusters Score -4607370 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -4607472.500000 Penalty: 1046.218628
	Iteration 13Q: 3 clusters Score -4607472 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -4607555.000000 Penalty: 1046.218628
	Iteration 14Q: 3 clusters Score -4607555 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -4607649.500000 Penalty: 1046.218628
	Iteration 15Q: 3 clusters Score -4607650 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -4607765.000000 Penalty: 1046.218628
	Iteration 16Q: 3 clusters Score -4607765 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -4607862.000000 Penalty: 1046.218628
	Iteration 17Q: 3 clusters Score -4607862 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -4607977.000000 Penalty: 1046.218628
	Iteration 18Q: 3 clusters Score -4607977 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -4608093.500000 Penalty: 1046.218628
	Iteration 19Q: 3 clusters Score -4608094 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -4608234.500000 Penalty: 1046.218628
	Iteration 20F: 3 clusters Score -4608234 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -4608367.000000 Penalty: 1046.218628
	Iteration 21Q: 3 clusters Score -4608367 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -4608502.500000 Penalty: 1046.218628
	Iteration 22Q: 3 clusters Score -4608502 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -4608668.000000 Penalty: 1046.218628
	Iteration 23Q: 3 clusters Score -4608668 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -4608863.500000 Penalty: 1046.218628
	Iteration 24Q: 3 clusters Score -4608864 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4609048.500000 Penalty: 1046.218628
	Iteration 25Q: 3 clusters Score -4609048 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -4609198.000000 Penalty: 1046.218628
	Iteration 26Q: 3 clusters Score -4609198 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -4609404.500000 Penalty: 1046.218628
	Iteration 27Q: 3 clusters Score -4609404 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4609571.500000 Penalty: 1046.218628
	Iteration 28Q: 3 clusters Score -4609572 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4609794.000000 Penalty: 1046.218628
	Iteration 29Q: 3 clusters Score -4609794 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4610002.500000 Penalty: 1046.218628
	Iteration 30Q: 3 clusters Score -4610002 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -4610187.000000 Penalty: 1046.218628
	Iteration 31Q: 3 clusters Score -4610187 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4610400.000000 Penalty: 1046.218628
	Iteration 32Q: 3 clusters Score -4610400 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4610625.000000 Penalty: 1046.218628
	Iteration 33Q: 3 clusters Score -4610625 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4610879.500000 Penalty: 1046.218628
	Iteration 34Q: 3 clusters Score -4610880 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4611126.500000 Penalty: 1046.218628
	Iteration 35Q: 3 clusters Score -4611126 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4611366.500000 Penalty: 1046.218628
	Iteration 36Q: 3 clusters Score -4611366 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4611629.500000 Penalty: 1046.218628
	Iteration 37Q: 3 clusters Score -4611630 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4611920.000000 Penalty: 1046.218628
	Iteration 38Q: 3 clusters Score -4611920 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4612190.500000 Penalty: 1046.218628
	Iteration 39Q: 3 clusters Score -4612190 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4612513.500000 Penalty: 1046.218628
	Iteration 40F: 3 clusters Score -4612514 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4612927.000000 Penalty: 1046.218628
	Iteration 41Q: 3 clusters Score -4612927 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4613340.000000 Penalty: 1046.218628
	Iteration 42Q: 3 clusters Score -4613340 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4613784.000000 Penalty: 1046.218628
	Iteration 43Q: 3 clusters Score -4613784 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4614249.000000 Penalty: 1046.218628
	Iteration 44Q: 3 clusters Score -4614249 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4614725.000000 Penalty: 1046.218628
	Iteration 45Q: 3 clusters Score -4614725 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4615285.000000 Penalty: 1046.218628
	Iteration 46Q: 3 clusters Score -4615285 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4615825.000000 Penalty: 1046.218628
	Iteration 47Q: 3 clusters Score -4615825 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4616422.500000 Penalty: 1046.218628
	Iteration 48Q: 3 clusters Score -4616422 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4616999.000000 Penalty: 1046.218628
	Iteration 49Q: 3 clusters Score -4616999 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83790 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4617649.000000 Penalty: 1046.218628
	Iteration 50Q: 3 clusters Score -4617649 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4618252.000000 Penalty: 1046.218628
	Iteration 51Q: 3 clusters Score -4618252 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4618843.000000 Penalty: 1046.218628
	Iteration 52Q: 3 clusters Score -4618843 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4619428.000000 Penalty: 1046.218628
	Iteration 53Q: 3 clusters Score -4619428 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4619988.500000 Penalty: 1046.218628
	Iteration 54Q: 3 clusters Score -4619988 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4620473.500000 Penalty: 1046.218628
	Iteration 55Q: 3 clusters Score -4620474 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4620939.000000 Penalty: 1046.218628
	Iteration 56Q: 3 clusters Score -4620939 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -4621383.000000 Penalty: 1046.218628
	Iteration 57Q: 3 clusters Score -4621383 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4621731.000000 Penalty: 1046.218628
	Iteration 58Q: 3 clusters Score -4621731 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4622081.500000 Penalty: 1046.218628
	Iteration 59Q: 3 clusters Score -4622082 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4622368.000000 Penalty: 1046.218628
	Iteration 60F: 3 clusters Score -4622368 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4622609.500000 Penalty: 1046.218628
	Iteration 61Q: 3 clusters Score -4622610 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4622806.000000 Penalty: 1046.218628
	Iteration 62Q: 3 clusters Score -4622806 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4622995.500000 Penalty: 1046.218628
	Iteration 63Q: 3 clusters Score -4622996 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4623129.000000 Penalty: 1046.218628
	Iteration 64Q: 3 clusters Score -4623129 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4623223.000000 Penalty: 1046.218628
	Iteration 65Q: 3 clusters Score -4623223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4623333.000000 Penalty: 1046.218628
	Iteration 66Q: 3 clusters Score -4623333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4623405.500000 Penalty: 1046.218628
	Iteration 67Q: 3 clusters Score -4623406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4623480.500000 Penalty: 1046.218628
	Iteration 68Q: 3 clusters Score -4623480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4623542.500000 Penalty: 1046.218628
	Iteration 69Q: 3 clusters Score -4623542 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4623603.500000 Penalty: 1046.218628
	Iteration 70Q: 3 clusters Score -4623604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4623644.000000 Penalty: 1046.218628
	Iteration 71Q: 3 clusters Score -4623644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4623679.000000 Penalty: 1046.218628
	Iteration 72Q: 3 clusters Score -4623679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4623708.500000 Penalty: 1046.218628
	Iteration 73Q: 3 clusters Score -4623708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4623739.500000 Penalty: 1046.218628
	Iteration 74Q: 3 clusters Score -4623740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4623753.000000 Penalty: 1046.218628
	Iteration 75Q: 3 clusters Score -4623753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4623779.500000 Penalty: 1046.218628
	Iteration 76Q: 3 clusters Score -4623780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4623794.000000 Penalty: 1046.218628
	Iteration 77Q: 3 clusters Score -4623794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4623816.500000 Penalty: 1046.218628
	Iteration 78Q: 3 clusters Score -4623816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4623836.500000 Penalty: 1046.218628
	Iteration 79Q: 3 clusters Score -4623836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4623854.000000 Penalty: 1046.218628
	Iteration 80F: 3 clusters Score -4623854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4623866.000000 Penalty: 1046.218628
	Iteration 81Q: 3 clusters Score -4623866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4623863.500000 Penalty: 1046.218628
	Iteration 82Q: 3 clusters Score -4623864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4623872.500000 Penalty: 1046.218628
	Iteration 83Q: 3 clusters Score -4623872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4623895.000000 Penalty: 1046.218628
	Iteration 84Q: 3 clusters Score -4623895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4623902.000000 Penalty: 1046.218628
	Iteration 85Q: 3 clusters Score -4623902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4623913.000000 Penalty: 1046.218628
	Iteration 86Q: 3 clusters Score -4623913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4623917.000000 Penalty: 1046.218628
	Iteration 87Q: 3 clusters Score -4623917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4623921.500000 Penalty: 1046.218628
	Iteration 88Q: 3 clusters Score -4623922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97802 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4623927.000000 Penalty: 1046.218628
	Iteration 89Q: 3 clusters Score -4623927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4623925.000000 Penalty: 1046.218628
	Iteration 90Q: 3 clusters Score -4623925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4623930.000000 Penalty: 1046.218628
	Iteration 91Q: 3 clusters Score -4623930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4623942.000000 Penalty: 1046.218628
	Iteration 92Q: 3 clusters Score -4623942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4623941.000000 Penalty: 1046.218628
	Iteration 93Q: 3 clusters Score -4623941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4623944.500000 Penalty: 1046.218628
	Iteration 94Q: 3 clusters Score -4623944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4623943.500000 Penalty: 1046.218628
	Iteration 95Q: 3 clusters Score -4623944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4623949.000000 Penalty: 1046.218628
	Iteration 96Q: 3 clusters Score -4623949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4623955.500000 Penalty: 1046.218628
	Iteration 97Q: 3 clusters Score -4623956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4623961.000000 Penalty: 1046.218628
	Iteration 98Q: 3 clusters Score -4623961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4623967.500000 Penalty: 1046.218628
	Iteration 99Q: 3 clusters Score -4623968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4623973.500000 Penalty: 1046.218628
	Iteration 100F: 3 clusters Score -4623974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4623974.000000 Penalty: 1046.218628
	Iteration 101Q: 3 clusters Score -4623974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4623976.000000 Penalty: 1046.218628
	Iteration 102Q: 3 clusters Score -4623976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4623976.500000 Penalty: 1046.218628
	Iteration 103Q: 3 clusters Score -4623976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4623977.000000 Penalty: 1046.218628
	Iteration 104Q: 3 clusters Score -4623977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4623974.000000 Penalty: 1046.218628
	Iteration 105Q: 3 clusters Score -4623974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4623978.500000 Penalty: 1046.218628
	Iteration 106Q: 3 clusters Score -4623978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4623977.500000 Penalty: 1046.218628
	Iteration 107Q: 3 clusters Score -4623978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4623977.500000 Penalty: 1046.218628
	Iteration 108F: 3 clusters Score -4623978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -186988.359375 Penalty: 380.933624
	Iteration 0F: 2 clusters Score -186988.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -184004.531250 Penalty: 761.867249
	Iteration 0F: 3 clusters Score -184004.5 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -185031.828125 Penalty: 761.867249
	Iteration 1F: 3 clusters Score -185031.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -185120.531250 Penalty: 761.867249
	Iteration 2F: 3 clusters Score -185120.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -185212.171875 Penalty: 761.867249
	Iteration 3Q: 3 clusters Score -185212.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -185317.812500 Penalty: 761.867249
	Iteration 4F: 3 clusters Score -185317.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -185471.078125 Penalty: 761.867249
	Iteration 5F: 3 clusters Score -185471.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -185706.828125 Penalty: 761.867249
	Iteration 6F: 3 clusters Score -185706.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -185970.843750 Penalty: 761.867249
	Iteration 7F: 3 clusters Score -185970.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -186246.578125 Penalty: 761.867249
	Iteration 8F: 3 clusters Score -186246.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -186429.250000 Penalty: 761.867249
	Iteration 9Q: 3 clusters Score -186429.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -186537.796875 Penalty: 761.867249
	Iteration 10Q: 3 clusters Score -186537.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -186583.406250 Penalty: 761.867249
	Iteration 11Q: 3 clusters Score -186583.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -186615.421875 Penalty: 761.867249
	Iteration 12Q: 3 clusters Score -186615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -186639.828125 Penalty: 761.867249
	Iteration 13Q: 3 clusters Score -186639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -186652.390625 Penalty: 761.867249
	Iteration 14Q: 3 clusters Score -186652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -186656.421875 Penalty: 761.867249
	Iteration 15Q: 3 clusters Score -186656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -186656.921875 Penalty: 761.867249
	Iteration 16Q: 3 clusters Score -186656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -186656.921875 Penalty: 761.867249
	Iteration 17F: 3 clusters Score -186656.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9220.564453 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9220.564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9281.525391 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9281.525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9292.422852 Penalty: 496.822296
	Iteration 2Q: 3 clusters Score -9292.423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9298.453125 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9298.453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9303.260742 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9303.261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9306.676758 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9306.677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9308.810547 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9308.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9309.195312 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9309.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9310.808594 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9310.809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9313.730469 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9313.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9318.284180 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9318.284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9321.902344 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9321.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9324.495117 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -9324.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9326.239258 Penalty: 496.822296
	Iteration 13Q: 3 clusters Score -9326.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9326.239258 Penalty: 496.822296
	Iteration 14F: 3 clusters Score -9326.239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -151319.859375 Penalty: 365.175873
	Iteration 0F: 2 clusters Score -151319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -149157.015625 Penalty: 730.351746
	Iteration 0F: 3 clusters Score -149157 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -149886.265625 Penalty: 730.351746
	Iteration 1F: 3 clusters Score -149886.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -149951.781250 Penalty: 730.351746
	Iteration 2F: 3 clusters Score -149951.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -149998.671875 Penalty: 730.351746
	Iteration 3Q: 3 clusters Score -149998.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -150060.281250 Penalty: 730.351746
	Iteration 4Q: 3 clusters Score -150060.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -150126.890625 Penalty: 730.351746
	Iteration 5Q: 3 clusters Score -150126.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -150207.062500 Penalty: 730.351746
	Iteration 6Q: 3 clusters Score -150207.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -150308.906250 Penalty: 730.351746
	Iteration 7F: 3 clusters Score -150308.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -150398.875000 Penalty: 730.351746
	Iteration 8Q: 3 clusters Score -150398.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -150454.203125 Penalty: 730.351746
	Iteration 9Q: 3 clusters Score -150454.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -150497.687500 Penalty: 730.351746
	Iteration 10Q: 3 clusters Score -150497.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -150535.921875 Penalty: 730.351746
	Iteration 11Q: 3 clusters Score -150535.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -150573.421875 Penalty: 730.351746
	Iteration 12Q: 3 clusters Score -150573.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -150595.515625 Penalty: 730.351746
	Iteration 13Q: 3 clusters Score -150595.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -150611.734375 Penalty: 730.351746
	Iteration 14Q: 3 clusters Score -150611.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -150627.125000 Penalty: 730.351746
	Iteration 15Q: 3 clusters Score -150627.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -150643.781250 Penalty: 730.351746
	Iteration 16Q: 3 clusters Score -150643.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -150662.281250 Penalty: 730.351746
	Iteration 17Q: 3 clusters Score -150662.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -150693.843750 Penalty: 730.351746
	Iteration 18Q: 3 clusters Score -150693.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -150722.312500 Penalty: 730.351746
	Iteration 19Q: 3 clusters Score -150722.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -150743.343750 Penalty: 730.351746
	Iteration 20F: 3 clusters Score -150743.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -150756.468750 Penalty: 730.351746
	Iteration 21Q: 3 clusters Score -150756.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -150769.265625 Penalty: 730.351746
	Iteration 22Q: 3 clusters Score -150769.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -150788.875000 Penalty: 730.351746
	Iteration 23Q: 3 clusters Score -150788.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -150803.968750 Penalty: 730.351746
	Iteration 24Q: 3 clusters Score -150804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -150817.156250 Penalty: 730.351746
	Iteration 25Q: 3 clusters Score -150817.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -150827.843750 Penalty: 730.351746
	Iteration 26Q: 3 clusters Score -150827.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -150841.156250 Penalty: 730.351746
	Iteration 27Q: 3 clusters Score -150841.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -150853.765625 Penalty: 730.351746
	Iteration 28Q: 3 clusters Score -150853.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -150876.531250 Penalty: 730.351746
	Iteration 29Q: 3 clusters Score -150876.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -150902.484375 Penalty: 730.351746
	Iteration 30Q: 3 clusters Score -150902.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -150928.218750 Penalty: 730.351746
	Iteration 31Q: 3 clusters Score -150928.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -150937.203125 Penalty: 730.351746
	Iteration 32Q: 3 clusters Score -150937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -150942.906250 Penalty: 730.351746
	Iteration 33Q: 3 clusters Score -150942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -150945.718750 Penalty: 730.351746
	Iteration 34Q: 3 clusters Score -150945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -150948.203125 Penalty: 730.351746
	Iteration 35Q: 3 clusters Score -150948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -150949.937500 Penalty: 730.351746
	Iteration 36Q: 3 clusters Score -150949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -150951.250000 Penalty: 730.351746
	Iteration 37Q: 3 clusters Score -150951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -150953.437500 Penalty: 730.351746
	Iteration 38Q: 3 clusters Score -150953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -150956.703125 Penalty: 730.351746
	Iteration 39Q: 3 clusters Score -150956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -150957.640625 Penalty: 730.351746
	Iteration 40F: 3 clusters Score -150957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -150959.828125 Penalty: 730.351746
	Iteration 41Q: 3 clusters Score -150959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -150962.328125 Penalty: 730.351746
	Iteration 42Q: 3 clusters Score -150962.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -150966.453125 Penalty: 730.351746
	Iteration 43Q: 3 clusters Score -150966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -150970.718750 Penalty: 730.351746
	Iteration 44Q: 3 clusters Score -150970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -150975.328125 Penalty: 730.351746
	Iteration 45Q: 3 clusters Score -150975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -150979.812500 Penalty: 730.351746
	Iteration 46Q: 3 clusters Score -150979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -150986.343750 Penalty: 730.351746
	Iteration 47Q: 3 clusters Score -150986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -150990.906250 Penalty: 730.351746
	Iteration 48Q: 3 clusters Score -150990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -150996.062500 Penalty: 730.351746
	Iteration 49Q: 3 clusters Score -150996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -150999.703125 Penalty: 730.351746
	Iteration 50Q: 3 clusters Score -150999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -151002.562500 Penalty: 730.351746
	Iteration 51Q: 3 clusters Score -151002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -151004.375000 Penalty: 730.351746
	Iteration 52Q: 3 clusters Score -151004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -151005.781250 Penalty: 730.351746
	Iteration 53Q: 3 clusters Score -151005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -151005.828125 Penalty: 730.351746
	Iteration 54Q: 3 clusters Score -151005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -151005.828125 Penalty: 730.351746
	Iteration 55F: 3 clusters Score -151005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28578.488281 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28578.49 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28757.339844 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28757.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28877.119141 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28877.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28938.056641 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28938.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28981.597656 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -28981.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29010.101562 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -29010.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29041.285156 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29041.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -29083.990234 Penalty: 598.711853
	Iteration 7F: 3 clusters Score -29083.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29138.449219 Penalty: 598.711853
	Iteration 8F: 3 clusters Score -29138.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29166.736328 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29166.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -29179.181641 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29179.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -29190.884766 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29190.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -29195.000000 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -29202.226562 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29202.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -29209.984375 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29209.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -29214.908203 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29214.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -29218.185547 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29218.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -29220.429688 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -29220.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -29224.312500 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -29224.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -29225.083984 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -29225.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -29225.998047 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -29226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 126725 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 98411 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 55 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33672 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 143774 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 60062 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23440 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 665 members 
Entering Unmasked Estep 
Score: -23236230.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23236470.000000 to -23236230.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32696.183594 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32696.18 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -32927.300781 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32927.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33022.785156 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -33022.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33101.617188 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -33101.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -33157.601562 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -33157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33172.390625 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33172.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -33189.527344 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33189.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -33207.433594 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33207.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -33224.281250 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33224.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33234.144531 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33234.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -33245.429688 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33245.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33250.585938 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33250.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33253.253906 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33253.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33253.738281 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33253.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -33253.738281 Penalty: 608.413391
	Iteration 14F: 3 clusters Score -33253.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Entering Unmasked Estep 
Score: -1482393.125000 Penalty: 474.311218
	Iteration 0F: 2 clusters Score -1482393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1459703.375000 Penalty: 948.622437
	Iteration 0F: 3 clusters Score -1459703 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1469534.125000 Penalty: 948.622437
	Iteration 1F: 3 clusters Score -1469534 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1470176.375000 Penalty: 948.622437
	Iteration 2Q: 3 clusters Score -1470176 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1470993.625000 Penalty: 948.622437
	Iteration 3Q: 3 clusters Score -1470994 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1471952.750000 Penalty: 948.622437
	Iteration 4F: 3 clusters Score -1471953 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1473032.375000 Penalty: 948.622437
	Iteration 5F: 3 clusters Score -1473032 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -1474210.500000 Penalty: 948.622437
	Iteration 6F: 3 clusters Score -1474210 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1475573.750000 Penalty: 948.622437
	Iteration 7F: 3 clusters Score -1475574 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -1476921.125000 Penalty: 948.622437
	Iteration 8F: 3 clusters Score -1476921 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -1478074.000000 Penalty: 948.622437
	Iteration 9Q: 3 clusters Score -1478074 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -1478998.500000 Penalty: 948.622437
	Iteration 10Q: 3 clusters Score -1478998 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -1479729.250000 Penalty: 948.622437
	Iteration 11Q: 3 clusters Score -1479729 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -1480321.625000 Penalty: 948.622437
	Iteration 12Q: 3 clusters Score -1480322 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -1480799.250000 Penalty: 948.622437
	Iteration 13Q: 3 clusters Score -1480799 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -1481183.250000 Penalty: 948.622437
	Iteration 14Q: 3 clusters Score -1481183 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -1481451.500000 Penalty: 948.622437
	Iteration 15Q: 3 clusters Score -1481452 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -1481618.000000 Penalty: 948.622437
	Iteration 16Q: 3 clusters Score -1481618 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1481754.125000 Penalty: 948.622437
	Iteration 17Q: 3 clusters Score -1481754 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -1481849.625000 Penalty: 948.622437
	Iteration 18Q: 3 clusters Score -1481850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -1481928.250000 Penalty: 948.622437
	Iteration 19Q: 3 clusters Score -1481928 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -1481974.500000 Penalty: 948.622437
	Iteration 20F: 3 clusters Score -1481974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -1482002.250000 Penalty: 948.622437
	Iteration 21Q: 3 clusters Score -1482002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -1482021.875000 Penalty: 948.622437
	Iteration 22Q: 3 clusters Score -1482022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -1482031.000000 Penalty: 948.622437
	Iteration 23Q: 3 clusters Score -1482031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -1482043.125000 Penalty: 948.622437
	Iteration 24Q: 3 clusters Score -1482043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -1482052.875000 Penalty: 948.622437
	Iteration 25Q: 3 clusters Score -1482053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -1482062.000000 Penalty: 948.622437
	Iteration 26Q: 3 clusters Score -1482062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -1482071.500000 Penalty: 948.622437
	Iteration 27Q: 3 clusters Score -1482072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -1482079.125000 Penalty: 948.622437
	Iteration 28Q: 3 clusters Score -1482079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -1482083.875000 Penalty: 948.622437
	Iteration 29Q: 3 clusters Score -1482084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -1482083.250000 Penalty: 948.622437
	Iteration 30Q: 3 clusters Score -1482083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -1482086.625000 Penalty: 948.622437
	Iteration 31Q: 3 clusters Score -1482087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -1482089.125000 Penalty: 948.622437
	Iteration 32Q: 3 clusters Score -1482089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -1482089.875000 Penalty: 948.622437
	Iteration 33Q: 3 clusters Score -1482090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -1482088.625000 Penalty: 948.622437
	Iteration 34Q: 3 clusters Score -1482089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -1482088.250000 Penalty: 948.622437
	Iteration 35Q: 3 clusters Score -1482088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -1482093.250000 Penalty: 948.622437
	Iteration 36Q: 3 clusters Score -1482093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -1482092.250000 Penalty: 948.622437
	Iteration 37Q: 3 clusters Score -1482092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -1482092.250000 Penalty: 948.622437
	Iteration 38F: 3 clusters Score -1482092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -98388.726562 Penalty: 351.942322
	Iteration 0F: 2 clusters Score -98388.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -96746.843750 Penalty: 703.884644
	Iteration 0F: 3 clusters Score -96746.84 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -97275.968750 Penalty: 703.884644
	Iteration 1F: 3 clusters Score -97275.97 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -97392.773438 Penalty: 703.884644
	Iteration 2F: 3 clusters Score -97392.77 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -97491.500000 Penalty: 703.884644
	Iteration 3F: 3 clusters Score -97491.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -97573.992188 Penalty: 703.884644
	Iteration 4F: 3 clusters Score -97573.99 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97650.156250 Penalty: 703.884644
	Iteration 5F: 3 clusters Score -97650.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97708.367188 Penalty: 703.884644
	Iteration 6Q: 3 clusters Score -97708.37 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -97749.945312 Penalty: 703.884644
	Iteration 7Q: 3 clusters Score -97749.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -97790.937500 Penalty: 703.884644
	Iteration 8Q: 3 clusters Score -97790.94 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -97834.210938 Penalty: 703.884644
	Iteration 9Q: 3 clusters Score -97834.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -97873.820312 Penalty: 703.884644
	Iteration 10Q: 3 clusters Score -97873.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97916.343750 Penalty: 703.884644
	Iteration 11Q: 3 clusters Score -97916.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -97958.320312 Penalty: 703.884644
	Iteration 12Q: 3 clusters Score -97958.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -97992.312500 Penalty: 703.884644
	Iteration 13Q: 3 clusters Score -97992.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98019.539062 Penalty: 703.884644
	Iteration 14Q: 3 clusters Score -98019.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98042.656250 Penalty: 703.884644
	Iteration 15Q: 3 clusters Score -98042.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98069.515625 Penalty: 703.884644
	Iteration 16Q: 3 clusters Score -98069.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98081.718750 Penalty: 703.884644
	Iteration 17Q: 3 clusters Score -98081.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98086.460938 Penalty: 703.884644
	Iteration 18Q: 3 clusters Score -98086.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98090.750000 Penalty: 703.884644
	Iteration 19Q: 3 clusters Score -98090.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98093.351562 Penalty: 703.884644
	Iteration 20F: 3 clusters Score -98093.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98093.867188 Penalty: 703.884644
	Iteration 21Q: 3 clusters Score -98093.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98095.656250 Penalty: 703.884644
	Iteration 22Q: 3 clusters Score -98095.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98098.742188 Penalty: 703.884644
	Iteration 23Q: 3 clusters Score -98098.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98100.640625 Penalty: 703.884644
	Iteration 24Q: 3 clusters Score -98100.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98102.671875 Penalty: 703.884644
	Iteration 25Q: 3 clusters Score -98102.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98103.156250 Penalty: 703.884644
	Iteration 26Q: 3 clusters Score -98103.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98103.742188 Penalty: 703.884644
	Iteration 27Q: 3 clusters Score -98103.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98105.250000 Penalty: 703.884644
	Iteration 28Q: 3 clusters Score -98105.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98111.351562 Penalty: 703.884644
	Iteration 29Q: 3 clusters Score -98111.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98130.296875 Penalty: 703.884644
	Iteration 30Q: 3 clusters Score -98130.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98144.953125 Penalty: 703.884644
	Iteration 31Q: 3 clusters Score -98144.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98151.398438 Penalty: 703.884644
	Iteration 32Q: 3 clusters Score -98151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98164.203125 Penalty: 703.884644
	Iteration 33Q: 3 clusters Score -98164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98174.812500 Penalty: 703.884644
	Iteration 34Q: 3 clusters Score -98174.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98180.453125 Penalty: 703.884644
	Iteration 35Q: 3 clusters Score -98180.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98184.835938 Penalty: 703.884644
	Iteration 36Q: 3 clusters Score -98184.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98187.773438 Penalty: 703.884644
	Iteration 37Q: 3 clusters Score -98187.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98189.562500 Penalty: 703.884644
	Iteration 38Q: 3 clusters Score -98189.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98190.609375 Penalty: 703.884644
	Iteration 39Q: 3 clusters Score -98190.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98193.875000 Penalty: 703.884644
	Iteration 40F: 3 clusters Score -98193.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98196.171875 Penalty: 703.884644
	Iteration 41Q: 3 clusters Score -98196.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -98200.179688 Penalty: 703.884644
	Iteration 42Q: 3 clusters Score -98200.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -98213.375000 Penalty: 703.884644
	Iteration 43Q: 3 clusters Score -98213.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98217.664062 Penalty: 703.884644
	Iteration 44Q: 3 clusters Score -98217.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98222.984375 Penalty: 703.884644
	Iteration 45Q: 3 clusters Score -98222.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98223.656250 Penalty: 703.884644
	Iteration 46Q: 3 clusters Score -98223.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98224.203125 Penalty: 703.884644
	Iteration 47Q: 3 clusters Score -98224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -98226.289062 Penalty: 703.884644
	Iteration 48Q: 3 clusters Score -98226.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98226.867188 Penalty: 703.884644
	Iteration 49Q: 3 clusters Score -98226.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98226.867188 Penalty: 703.884644
	Iteration 50F: 3 clusters Score -98226.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (143774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143774 members 
Entering Unmasked Estep 
Score: -6663324.000000 Penalty: 540.357910
	Iteration 0F: 2 clusters Score -6663324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72058 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -6566331.500000 Penalty: 1080.715820
	Iteration 0F: 3 clusters Score -6566332 nChanged 70742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -6608549.000000 Penalty: 1080.715820
	Iteration 1F: 3 clusters Score -6608549 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -6609617.500000 Penalty: 1080.715820
	Iteration 2Q: 3 clusters Score -6609618 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -6610772.000000 Penalty: 1080.715820
	Iteration 3Q: 3 clusters Score -6610772 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -6612753.000000 Penalty: 1080.715820
	Iteration 4Q: 3 clusters Score -6612753 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -6616027.500000 Penalty: 1080.715820
	Iteration 5Q: 3 clusters Score -6616028 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6621930.500000 Penalty: 1080.715820
	Iteration 6F: 3 clusters Score -6621930 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -6631000.500000 Penalty: 1080.715820
	Iteration 7F: 3 clusters Score -6631000 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -6641074.000000 Penalty: 1080.715820
	Iteration 8F: 3 clusters Score -6641074 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122791 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6649049.000000 Penalty: 1080.715820
	Iteration 9F: 3 clusters Score -6649049 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127465 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6654005.500000 Penalty: 1080.715820
	Iteration 10Q: 3 clusters Score -6654006 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -6656730.500000 Penalty: 1080.715820
	Iteration 11Q: 3 clusters Score -6656730 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132190 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -6658309.000000 Penalty: 1080.715820
	Iteration 12Q: 3 clusters Score -6658309 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -6659409.500000 Penalty: 1080.715820
	Iteration 13Q: 3 clusters Score -6659410 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6660206.500000 Penalty: 1080.715820
	Iteration 14Q: 3 clusters Score -6660206 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136042 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6660804.500000 Penalty: 1080.715820
	Iteration 15Q: 3 clusters Score -6660804 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136934 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6661343.500000 Penalty: 1080.715820
	Iteration 16Q: 3 clusters Score -6661344 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137760 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -6661788.000000 Penalty: 1080.715820
	Iteration 17Q: 3 clusters Score -6661788 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138539 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6662143.500000 Penalty: 1080.715820
	Iteration 18Q: 3 clusters Score -6662144 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139238 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6662442.000000 Penalty: 1080.715820
	Iteration 19Q: 3 clusters Score -6662442 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139811 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6662621.000000 Penalty: 1080.715820
	Iteration 20F: 3 clusters Score -6662621 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6662793.000000 Penalty: 1080.715820
	Iteration 21Q: 3 clusters Score -6662793 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140708 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6662888.500000 Penalty: 1080.715820
	Iteration 22Q: 3 clusters Score -6662888 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141070 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6662993.000000 Penalty: 1080.715820
	Iteration 23Q: 3 clusters Score -6662993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6663063.000000 Penalty: 1080.715820
	Iteration 24Q: 3 clusters Score -6663063 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6663127.500000 Penalty: 1080.715820
	Iteration 25Q: 3 clusters Score -6663128 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141865 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6663163.500000 Penalty: 1080.715820
	Iteration 26Q: 3 clusters Score -6663164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142055 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6663160.500000 Penalty: 1080.715820
	Iteration 27Q: 3 clusters Score -6663160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6663180.500000 Penalty: 1080.715820
	Iteration 28Q: 3 clusters Score -6663180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6663173.500000 Penalty: 1080.715820
	Iteration 29Q: 3 clusters Score -6663174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142424 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6663206.000000 Penalty: 1080.715820
	Iteration 30Q: 3 clusters Score -6663206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142499 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6663219.000000 Penalty: 1080.715820
	Iteration 31Q: 3 clusters Score -6663219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142573 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6663231.500000 Penalty: 1080.715820
	Iteration 32Q: 3 clusters Score -6663232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6663257.000000 Penalty: 1080.715820
	Iteration 33Q: 3 clusters Score -6663257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6663285.000000 Penalty: 1080.715820
	Iteration 34Q: 3 clusters Score -6663285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6663295.500000 Penalty: 1080.715820
	Iteration 35Q: 3 clusters Score -6663296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6663313.000000 Penalty: 1080.715820
	Iteration 36Q: 3 clusters Score -6663313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6663306.000000 Penalty: 1080.715820
	Iteration 37Q: 3 clusters Score -6663306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6663308.500000 Penalty: 1080.715820
	Iteration 38Q: 3 clusters Score -6663308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6663302.000000 Penalty: 1080.715820
	Iteration 39Q: 3 clusters Score -6663302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142947 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6663311.000000 Penalty: 1080.715820
	Iteration 40F: 3 clusters Score -6663311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142966 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6663293.000000 Penalty: 1080.715820
	Iteration 41Q: 3 clusters Score -6663293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6663294.000000 Penalty: 1080.715820
	Iteration 42Q: 3 clusters Score -6663294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142989 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6663287.000000 Penalty: 1080.715820
	Iteration 43Q: 3 clusters Score -6663287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6663285.500000 Penalty: 1080.715820
	Iteration 44Q: 3 clusters Score -6663286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143006 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6663282.000000 Penalty: 1080.715820
	Iteration 45Q: 3 clusters Score -6663282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6663282.500000 Penalty: 1080.715820
	Iteration 46Q: 3 clusters Score -6663282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6663282.500000 Penalty: 1080.715820
	Iteration 47F: 3 clusters Score -6663282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15639.881836 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15639.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15738.727539 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15738.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15770.979492 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15770.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15792.037109 Penalty: 538.619324
	Iteration 3F: 3 clusters Score -15792.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15801.750000 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15801.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15807.214844 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15807.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15814.242188 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15814.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15818.719727 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15818.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15821.768555 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15821.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15822.310547 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15822.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15822.310547 Penalty: 538.619324
	Iteration 10F: 3 clusters Score -15822.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8898.038086 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8898.038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8955.140625 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8955.141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8967.192383 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8967.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8973.347656 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8973.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8973.347656 Penalty: 485.715973
	Iteration 4F: 3 clusters Score -8973.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -65148.796875 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -65148.8 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 704 members 
Entering Unmasked Estep 
Score: -64051.429688 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -64051.43 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -64386.199219 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -64386.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -64479.917969 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -64479.92 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -64524.015625 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -64524.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64551.656250 Penalty: 661.344849
	Iteration 4Q: 3 clusters Score -64551.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64573.605469 Penalty: 661.344849
	Iteration 5Q: 3 clusters Score -64573.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -64601.656250 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -64601.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -64628.851562 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -64628.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64655.179688 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -64655.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64681.277344 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -64681.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64712.789062 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -64712.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64739.558594 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -64739.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64752.648438 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -64752.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64763.937500 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -64763.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64773.062500 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -64773.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64786.199219 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -64786.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64798.761719 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -64798.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64805.625000 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -64805.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64808.882812 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -64808.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64810.554688 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -64810.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64813.050781 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -64813.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64815.582031 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -64815.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64816.558594 Penalty: 661.344849
	Iteration 22Q: 3 clusters Score -64816.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64819.167969 Penalty: 661.344849
	Iteration 23Q: 3 clusters Score -64819.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64819.996094 Penalty: 661.344849
	Iteration 24Q: 3 clusters Score -64820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64820.855469 Penalty: 661.344849
	Iteration 25Q: 3 clusters Score -64820.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64821.089844 Penalty: 661.344849
	Iteration 26Q: 3 clusters Score -64821.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64821.246094 Penalty: 661.344849
	Iteration 27Q: 3 clusters Score -64821.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64821.246094 Penalty: 661.344849
	Iteration 28F: 3 clusters Score -64821.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -108919.437500 Penalty: 352.081390
	Iteration 0F: 2 clusters Score -108919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -107304.156250 Penalty: 704.162781
	Iteration 0F: 3 clusters Score -107304.2 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -107843.523438 Penalty: 704.162781
	Iteration 1F: 3 clusters Score -107843.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -107966.000000 Penalty: 704.162781
	Iteration 2F: 3 clusters Score -107966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108107.570312 Penalty: 704.162781
	Iteration 3F: 3 clusters Score -108107.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108226.085938 Penalty: 704.162781
	Iteration 4F: 3 clusters Score -108226.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108308.695312 Penalty: 704.162781
	Iteration 5Q: 3 clusters Score -108308.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108386.070312 Penalty: 704.162781
	Iteration 6Q: 3 clusters Score -108386.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108430.437500 Penalty: 704.162781
	Iteration 7Q: 3 clusters Score -108430.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108471.898438 Penalty: 704.162781
	Iteration 8Q: 3 clusters Score -108471.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108508.023438 Penalty: 704.162781
	Iteration 9Q: 3 clusters Score -108508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108533.570312 Penalty: 704.162781
	Iteration 10Q: 3 clusters Score -108533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -108547.695312 Penalty: 704.162781
	Iteration 11Q: 3 clusters Score -108547.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -108558.789062 Penalty: 704.162781
	Iteration 12Q: 3 clusters Score -108558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -108572.757812 Penalty: 704.162781
	Iteration 13Q: 3 clusters Score -108572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -108582.593750 Penalty: 704.162781
	Iteration 14Q: 3 clusters Score -108582.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -108593.304688 Penalty: 704.162781
	Iteration 15Q: 3 clusters Score -108593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -108605.468750 Penalty: 704.162781
	Iteration 16Q: 3 clusters Score -108605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -108619.531250 Penalty: 704.162781
	Iteration 17Q: 3 clusters Score -108619.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -108628.296875 Penalty: 704.162781
	Iteration 18Q: 3 clusters Score -108628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -108631.523438 Penalty: 704.162781
	Iteration 19Q: 3 clusters Score -108631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -108635.140625 Penalty: 704.162781
	Iteration 20F: 3 clusters Score -108635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -108638.007812 Penalty: 704.162781
	Iteration 21Q: 3 clusters Score -108638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -108640.562500 Penalty: 704.162781
	Iteration 22Q: 3 clusters Score -108640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -108642.921875 Penalty: 704.162781
	Iteration 23Q: 3 clusters Score -108642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -108645.109375 Penalty: 704.162781
	Iteration 24Q: 3 clusters Score -108645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -108645.351562 Penalty: 704.162781
	Iteration 25Q: 3 clusters Score -108645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -108645.523438 Penalty: 704.162781
	Iteration 26Q: 3 clusters Score -108645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -108645.523438 Penalty: 704.162781
	Iteration 27F: 3 clusters Score -108645.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -199811.687500 Penalty: 381.477417
	Iteration 0F: 2 clusters Score -199811.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -196814.500000 Penalty: 762.954834
	Iteration 0F: 3 clusters Score -196814.5 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -197951.500000 Penalty: 762.954834
	Iteration 1F: 3 clusters Score -197951.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -198117.125000 Penalty: 762.954834
	Iteration 2F: 3 clusters Score -198117.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -198265.546875 Penalty: 762.954834
	Iteration 3F: 3 clusters Score -198265.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -198409.046875 Penalty: 762.954834
	Iteration 4F: 3 clusters Score -198409 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -198544.812500 Penalty: 762.954834
	Iteration 5F: 3 clusters Score -198544.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -198678.500000 Penalty: 762.954834
	Iteration 6F: 3 clusters Score -198678.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -198785.781250 Penalty: 762.954834
	Iteration 7Q: 3 clusters Score -198785.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -198930.953125 Penalty: 762.954834
	Iteration 8Q: 3 clusters Score -198931 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -199091.031250 Penalty: 762.954834
	Iteration 9Q: 3 clusters Score -199091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -199210.062500 Penalty: 762.954834
	Iteration 10Q: 3 clusters Score -199210.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -199278.421875 Penalty: 762.954834
	Iteration 11Q: 3 clusters Score -199278.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -199329.343750 Penalty: 762.954834
	Iteration 12Q: 3 clusters Score -199329.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -199365.859375 Penalty: 762.954834
	Iteration 13Q: 3 clusters Score -199365.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -199389.265625 Penalty: 762.954834
	Iteration 14Q: 3 clusters Score -199389.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -199400.703125 Penalty: 762.954834
	Iteration 15Q: 3 clusters Score -199400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -199408.484375 Penalty: 762.954834
	Iteration 16Q: 3 clusters Score -199408.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -199417.187500 Penalty: 762.954834
	Iteration 17Q: 3 clusters Score -199417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -199425.906250 Penalty: 762.954834
	Iteration 18Q: 3 clusters Score -199425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -199432.906250 Penalty: 762.954834
	Iteration 19Q: 3 clusters Score -199432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -199439.234375 Penalty: 762.954834
	Iteration 20F: 3 clusters Score -199439.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -199445.062500 Penalty: 762.954834
	Iteration 21Q: 3 clusters Score -199445.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -199449.875000 Penalty: 762.954834
	Iteration 22Q: 3 clusters Score -199449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -199454.343750 Penalty: 762.954834
	Iteration 23Q: 3 clusters Score -199454.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -199461.328125 Penalty: 762.954834
	Iteration 24Q: 3 clusters Score -199461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -199466.109375 Penalty: 762.954834
	Iteration 25Q: 3 clusters Score -199466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -199469.046875 Penalty: 762.954834
	Iteration 26Q: 3 clusters Score -199469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -199470.437500 Penalty: 762.954834
	Iteration 27Q: 3 clusters Score -199470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -199471.640625 Penalty: 762.954834
	Iteration 28Q: 3 clusters Score -199471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -199471.468750 Penalty: 762.954834
	Iteration 29Q: 3 clusters Score -199471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -199471.468750 Penalty: 762.954834
	Iteration 30F: 3 clusters Score -199471.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Entering Unmasked Estep 
Score: -2898338.250000 Penalty: 500.642548
	Iteration 0F: 2 clusters Score -2898338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -2857971.500000 Penalty: 1001.285095
	Iteration 0F: 3 clusters Score -2857972 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -2875598.250000 Penalty: 1001.285095
	Iteration 1F: 3 clusters Score -2875598 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2876449.500000 Penalty: 1001.285095
	Iteration 2Q: 3 clusters Score -2876450 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2877830.750000 Penalty: 1001.285095
	Iteration 3Q: 3 clusters Score -2877831 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2880121.250000 Penalty: 1001.285095
	Iteration 4F: 3 clusters Score -2880121 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2883378.500000 Penalty: 1001.285095
	Iteration 5F: 3 clusters Score -2883378 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2886873.750000 Penalty: 1001.285095
	Iteration 6F: 3 clusters Score -2886874 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2889573.250000 Penalty: 1001.285095
	Iteration 7F: 3 clusters Score -2889573 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2891204.500000 Penalty: 1001.285095
	Iteration 8Q: 3 clusters Score -2891204 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2892360.250000 Penalty: 1001.285095
	Iteration 9Q: 3 clusters Score -2892360 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2893179.500000 Penalty: 1001.285095
	Iteration 10Q: 3 clusters Score -2893180 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2893918.750000 Penalty: 1001.285095
	Iteration 11Q: 3 clusters Score -2893919 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2894553.250000 Penalty: 1001.285095
	Iteration 12Q: 3 clusters Score -2894553 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2895196.250000 Penalty: 1001.285095
	Iteration 13Q: 3 clusters Score -2895196 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2895743.000000 Penalty: 1001.285095
	Iteration 14Q: 3 clusters Score -2895743 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2896202.000000 Penalty: 1001.285095
	Iteration 15Q: 3 clusters Score -2896202 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2896629.500000 Penalty: 1001.285095
	Iteration 16Q: 3 clusters Score -2896630 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2896926.750000 Penalty: 1001.285095
	Iteration 17Q: 3 clusters Score -2896927 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2897175.250000 Penalty: 1001.285095
	Iteration 18Q: 3 clusters Score -2897175 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2897326.500000 Penalty: 1001.285095
	Iteration 19Q: 3 clusters Score -2897326 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2897441.500000 Penalty: 1001.285095
	Iteration 20F: 3 clusters Score -2897442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2897527.750000 Penalty: 1001.285095
	Iteration 21Q: 3 clusters Score -2897528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2897613.000000 Penalty: 1001.285095
	Iteration 22Q: 3 clusters Score -2897613 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2897673.750000 Penalty: 1001.285095
	Iteration 23Q: 3 clusters Score -2897674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2897730.000000 Penalty: 1001.285095
	Iteration 24Q: 3 clusters Score -2897730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2897781.500000 Penalty: 1001.285095
	Iteration 25Q: 3 clusters Score -2897782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2897818.000000 Penalty: 1001.285095
	Iteration 26Q: 3 clusters Score -2897818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2897846.500000 Penalty: 1001.285095
	Iteration 27Q: 3 clusters Score -2897846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2897855.750000 Penalty: 1001.285095
	Iteration 28Q: 3 clusters Score -2897856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2897864.500000 Penalty: 1001.285095
	Iteration 29Q: 3 clusters Score -2897864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2897878.750000 Penalty: 1001.285095
	Iteration 30Q: 3 clusters Score -2897879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2897882.500000 Penalty: 1001.285095
	Iteration 31Q: 3 clusters Score -2897882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2897890.250000 Penalty: 1001.285095
	Iteration 32Q: 3 clusters Score -2897890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2897901.500000 Penalty: 1001.285095
	Iteration 33Q: 3 clusters Score -2897902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2897910.000000 Penalty: 1001.285095
	Iteration 34Q: 3 clusters Score -2897910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2897914.250000 Penalty: 1001.285095
	Iteration 35Q: 3 clusters Score -2897914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2897914.000000 Penalty: 1001.285095
	Iteration 36Q: 3 clusters Score -2897914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2897915.750000 Penalty: 1001.285095
	Iteration 37Q: 3 clusters Score -2897916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2897917.000000 Penalty: 1001.285095
	Iteration 38Q: 3 clusters Score -2897917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2897916.250000 Penalty: 1001.285095
	Iteration 39Q: 3 clusters Score -2897916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2897918.250000 Penalty: 1001.285095
	Iteration 40F: 3 clusters Score -2897918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2897917.750000 Penalty: 1001.285095
	Iteration 41Q: 3 clusters Score -2897918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2897917.750000 Penalty: 1001.285095
	Iteration 42F: 3 clusters Score -2897918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -20082.470703 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -20082.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19635.169922 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -19635.17 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19745.533203 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -19745.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19761.851562 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -19761.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19774.917969 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -19774.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19783.316406 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -19783.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19793.332031 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -19793.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19802.845703 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -19802.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19815.435547 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -19815.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19824.646484 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -19824.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19834.794922 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -19834.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19840.027344 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -19840.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19845.306641 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -19845.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19847.148438 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -19847.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19847.556641 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -19847.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19848.519531 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -19848.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19850.976562 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -19850.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19856.205078 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -19856.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19861.023438 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -19861.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19863.394531 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -19863.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19867.921875 Penalty: 556.947083
	Iteration 19Q: 3 clusters Score -19867.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19877.869141 Penalty: 556.947083
	Iteration 20F: 3 clusters Score -19877.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19890.158203 Penalty: 556.947083
	Iteration 21Q: 3 clusters Score -19890.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19902.548828 Penalty: 556.947083
	Iteration 22Q: 3 clusters Score -19902.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19910.208984 Penalty: 556.947083
	Iteration 23Q: 3 clusters Score -19910.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19918.082031 Penalty: 556.947083
	Iteration 24Q: 3 clusters Score -19918.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19923.537109 Penalty: 556.947083
	Iteration 25Q: 3 clusters Score -19923.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19928.662109 Penalty: 556.947083
	Iteration 26Q: 3 clusters Score -19928.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19935.005859 Penalty: 556.947083
	Iteration 27Q: 3 clusters Score -19935.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19939.765625 Penalty: 556.947083
	Iteration 28Q: 3 clusters Score -19939.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19941.677734 Penalty: 556.947083
	Iteration 29Q: 3 clusters Score -19941.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19942.673828 Penalty: 556.947083
	Iteration 30Q: 3 clusters Score -19942.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19942.673828 Penalty: 556.947083
	Iteration 31F: 3 clusters Score -19942.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Entering Unmasked Estep 
Score: -1132874.125000 Penalty: 457.830078
	Iteration 0F: 2 clusters Score -1132874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1117209.875000 Penalty: 915.660156
	Iteration 0F: 3 clusters Score -1117210 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1124121.625000 Penalty: 915.660156
	Iteration 1F: 3 clusters Score -1124122 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1124745.625000 Penalty: 915.660156
	Iteration 2F: 3 clusters Score -1124746 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1125600.625000 Penalty: 915.660156
	Iteration 3F: 3 clusters Score -1125601 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1126640.750000 Penalty: 915.660156
	Iteration 4F: 3 clusters Score -1126641 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1127617.125000 Penalty: 915.660156
	Iteration 5F: 3 clusters Score -1127617 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1128268.500000 Penalty: 915.660156
	Iteration 6Q: 3 clusters Score -1128268 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1128619.875000 Penalty: 915.660156
	Iteration 7Q: 3 clusters Score -1128620 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1128813.625000 Penalty: 915.660156
	Iteration 8Q: 3 clusters Score -1128814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1128943.625000 Penalty: 915.660156
	Iteration 9Q: 3 clusters Score -1128944 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1129067.000000 Penalty: 915.660156
	Iteration 10Q: 3 clusters Score -1129067 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1129208.875000 Penalty: 915.660156
	Iteration 11Q: 3 clusters Score -1129209 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1129356.250000 Penalty: 915.660156
	Iteration 12Q: 3 clusters Score -1129356 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1129540.000000 Penalty: 915.660156
	Iteration 13Q: 3 clusters Score -1129540 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1129760.250000 Penalty: 915.660156
	Iteration 14Q: 3 clusters Score -1129760 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1130001.750000 Penalty: 915.660156
	Iteration 15Q: 3 clusters Score -1130002 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1130218.000000 Penalty: 915.660156
	Iteration 16Q: 3 clusters Score -1130218 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1130412.375000 Penalty: 915.660156
	Iteration 17Q: 3 clusters Score -1130412 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1130612.250000 Penalty: 915.660156
	Iteration 18Q: 3 clusters Score -1130612 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1130810.750000 Penalty: 915.660156
	Iteration 19Q: 3 clusters Score -1130811 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1130983.250000 Penalty: 915.660156
	Iteration 20F: 3 clusters Score -1130983 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1131187.375000 Penalty: 915.660156
	Iteration 21Q: 3 clusters Score -1131187 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1131408.250000 Penalty: 915.660156
	Iteration 22Q: 3 clusters Score -1131408 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1131622.000000 Penalty: 915.660156
	Iteration 23Q: 3 clusters Score -1131622 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1131820.125000 Penalty: 915.660156
	Iteration 24Q: 3 clusters Score -1131820 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1132000.875000 Penalty: 915.660156
	Iteration 25Q: 3 clusters Score -1132001 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1132142.125000 Penalty: 915.660156
	Iteration 26Q: 3 clusters Score -1132142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1132278.000000 Penalty: 915.660156
	Iteration 27Q: 3 clusters Score -1132278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1132368.625000 Penalty: 915.660156
	Iteration 28Q: 3 clusters Score -1132369 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1132427.375000 Penalty: 915.660156
	Iteration 29Q: 3 clusters Score -1132427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1132467.125000 Penalty: 915.660156
	Iteration 30Q: 3 clusters Score -1132467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1132495.750000 Penalty: 915.660156
	Iteration 31Q: 3 clusters Score -1132496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1132525.750000 Penalty: 915.660156
	Iteration 32Q: 3 clusters Score -1132526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1132542.750000 Penalty: 915.660156
	Iteration 33Q: 3 clusters Score -1132543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1132555.375000 Penalty: 915.660156
	Iteration 34Q: 3 clusters Score -1132555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1132566.000000 Penalty: 915.660156
	Iteration 35Q: 3 clusters Score -1132566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1132577.375000 Penalty: 915.660156
	Iteration 36Q: 3 clusters Score -1132577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1132586.000000 Penalty: 915.660156
	Iteration 37Q: 3 clusters Score -1132586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1132590.125000 Penalty: 915.660156
	Iteration 38Q: 3 clusters Score -1132590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1132592.875000 Penalty: 915.660156
	Iteration 39Q: 3 clusters Score -1132593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1132595.625000 Penalty: 915.660156
	Iteration 40F: 3 clusters Score -1132596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1132598.750000 Penalty: 915.660156
	Iteration 41Q: 3 clusters Score -1132599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1132602.000000 Penalty: 915.660156
	Iteration 42Q: 3 clusters Score -1132602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1132604.750000 Penalty: 915.660156
	Iteration 43Q: 3 clusters Score -1132605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1132605.000000 Penalty: 915.660156
	Iteration 44Q: 3 clusters Score -1132605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1132607.625000 Penalty: 915.660156
	Iteration 45Q: 3 clusters Score -1132608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1132608.250000 Penalty: 915.660156
	Iteration 46Q: 3 clusters Score -1132608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1132611.250000 Penalty: 915.660156
	Iteration 47Q: 3 clusters Score -1132611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1132613.375000 Penalty: 915.660156
	Iteration 48Q: 3 clusters Score -1132613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1132615.375000 Penalty: 915.660156
	Iteration 49Q: 3 clusters Score -1132615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1132616.250000 Penalty: 915.660156
	Iteration 50Q: 3 clusters Score -1132616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1132617.875000 Penalty: 915.660156
	Iteration 51Q: 3 clusters Score -1132618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1132617.500000 Penalty: 915.660156
	Iteration 52Q: 3 clusters Score -1132618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1132621.000000 Penalty: 915.660156
	Iteration 53Q: 3 clusters Score -1132621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1132620.375000 Penalty: 915.660156
	Iteration 54Q: 3 clusters Score -1132620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1132620.375000 Penalty: 915.660156
	Iteration 55F: 3 clusters Score -1132620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6396.505859 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6396.506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6460.095703 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6460.096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6467.077148 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6467.077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6471.048340 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6471.048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6472.772461 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6472.772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6473.561523 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6473.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6473.561523 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -6473.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2938.791748 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2938.792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2960.691895 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2960.692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2963.805420 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2963.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2968.786621 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -2968.787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2972.046387 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -2972.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2972.046387 Penalty: 403.204315
	Iteration 5F: 3 clusters Score -2972.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5766.620605 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5766.621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5860.212402 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5860.212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5875.743652 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5875.744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5883.708008 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5883.708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5891.961914 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5891.962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5895.742188 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5895.742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5898.133789 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5898.134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5911.076172 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -5911.076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5913.923340 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -5913.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5914.550781 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -5914.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5914.550781 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -5914.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4660 members 
Mstep: Class 3 contains 126725 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 98411 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33672 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 143774 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 60062 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23440 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236504.000000 Penalty: 14972.122070
Iteration 319Q: 26 clusters Score -2.32365e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 126763 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 98401 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33679 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 143788 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 60023 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23428 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236460.000000 Penalty: 14972.122070
Iteration 320F: 26 clusters Score -2.323646e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 126816 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 98380 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33680 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 143797 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 59985 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23420 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236436.000000 Penalty: 14972.122070
Iteration 321Q: 26 clusters Score -2.323644e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 126870 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7450 members 
Mstep: Class 6 contains 98365 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33691 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 143785 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 59958 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23412 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236440.000000 Penalty: 14972.122070
Iteration 322Q: 26 clusters Score -2.323644e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 126915 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 98349 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33698 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 143778 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 59939 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23403 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236452.000000 Penalty: 14972.122070
Iteration 323Q: 26 clusters Score -2.323645e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 126974 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7441 members 
Mstep: Class 6 contains 98341 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33710 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 143753 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4378 members 
Mstep: Class 20 contains 59913 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23397 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236544.000000 Penalty: 14972.122070
Iteration 324Q: 26 clusters Score -2.323654e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 127026 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 98329 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 143744 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 59871 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236528.000000 Penalty: 14972.122070
Iteration 325Q: 26 clusters Score -2.323653e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 127079 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 98317 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33724 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 143746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1434 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 59833 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23387 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236582.000000 Penalty: 14972.122070
Iteration 326Q: 26 clusters Score -2.323658e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 127127 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7419 members 
Mstep: Class 6 contains 98314 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 2291 members 
Mstep: Class 14 contains 143734 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4380 members 
Mstep: Class 20 contains 59807 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23385 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236568.000000 Penalty: 14972.122070
Iteration 327Q: 26 clusters Score -2.323657e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 3 contains 127179 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7411 members 
Mstep: Class 6 contains 98313 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33729 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 143720 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 59774 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23377 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236610.000000 Penalty: 14972.122070
Iteration 328Q: 26 clusters Score -2.323661e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 127244 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 98307 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33728 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 143715 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 59735 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23373 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236658.000000 Penalty: 14972.122070
Iteration 329Q: 26 clusters Score -2.323666e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 127305 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7379 members 
Mstep: Class 6 contains 98295 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33727 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 143696 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 59709 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23372 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236632.000000 Penalty: 14972.122070
Iteration 330Q: 26 clusters Score -2.323663e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 127368 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 98280 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33724 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 143693 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 59681 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23368 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236634.000000 Penalty: 14972.122070
Iteration 331Q: 26 clusters Score -2.323663e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 127422 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 98269 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33720 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 143700 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 59646 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23363 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236668.000000 Penalty: 14972.122070
Iteration 332Q: 26 clusters Score -2.323667e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 127480 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7323 members 
Mstep: Class 6 contains 98257 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33721 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 143704 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 59614 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236708.000000 Penalty: 14972.122070
Iteration 333Q: 26 clusters Score -2.323671e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 127504 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7307 members 
Mstep: Class 6 contains 98243 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33723 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 143727 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 59585 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23356 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236706.000000 Penalty: 14972.122070
Iteration 334Q: 26 clusters Score -2.323671e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 127546 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7303 members 
Mstep: Class 6 contains 98222 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33726 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 143720 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 59558 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23355 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236676.000000 Penalty: 14972.122070
Iteration 335Q: 26 clusters Score -2.323668e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 127571 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 98204 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33733 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143743 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 59526 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23348 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236740.000000 Penalty: 14972.122070
Iteration 336Q: 26 clusters Score -2.323674e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 127596 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 6 contains 98186 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33739 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 143764 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 59498 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23338 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236782.000000 Penalty: 14972.122070
Iteration 337Q: 26 clusters Score -2.323678e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 127629 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7278 members 
Mstep: Class 6 contains 98168 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33752 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 143776 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 59470 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23324 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236804.000000 Penalty: 14972.122070
Iteration 338Q: 26 clusters Score -2.32368e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 127672 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 98152 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33767 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 143775 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 20 contains 59441 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23311 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236796.000000 Penalty: 14972.122070
Iteration 339Q: 26 clusters Score -2.32368e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 127734 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 98140 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33769 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 143777 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 20 contains 59412 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23293 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236826.000000 Penalty: 14972.122070
Iteration 340F: 26 clusters Score -2.323683e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 127794 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 6 contains 98126 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33775 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 143771 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 20 contains 59383 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23284 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236862.000000 Penalty: 14972.122070
Iteration 341Q: 26 clusters Score -2.323686e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 127839 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 98113 members 
Mstep: Class 7 contains 4325 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33779 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 143780 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 59352 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 23274 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236890.000000 Penalty: 14972.122070
Iteration 342Q: 26 clusters Score -2.323689e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 127902 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 7219 members 
Mstep: Class 6 contains 98099 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33781 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 143768 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 59326 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23272 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236888.000000 Penalty: 14972.122070
Iteration 343Q: 26 clusters Score -2.323689e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 127968 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 98080 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33784 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 143773 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 20 contains 59298 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23266 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236892.000000 Penalty: 14972.122070
Iteration 344Q: 26 clusters Score -2.323689e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 128039 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 7182 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33792 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143785 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1482 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 59259 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23258 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236898.000000 Penalty: 14972.122070
Iteration 345Q: 26 clusters Score -2.32369e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 128125 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 98040 members 
Mstep: Class 7 contains 4315 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33798 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143766 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 59229 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23252 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236874.000000 Penalty: 14972.122070
Iteration 346Q: 26 clusters Score -2.323687e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 128204 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 7150 members 
Mstep: Class 6 contains 98018 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33804 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 143754 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 59193 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23248 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236872.000000 Penalty: 14972.122070
Iteration 347Q: 26 clusters Score -2.323687e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 128288 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 6 contains 97994 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33810 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143741 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 59166 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23243 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236902.000000 Penalty: 14972.122070
Iteration 348Q: 26 clusters Score -2.32369e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4731 members 
Mstep: Class 3 contains 128350 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 7110 members 
Mstep: Class 6 contains 97981 members 
Mstep: Class 7 contains 4311 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33821 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143730 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 59145 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23234 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236904.000000 Penalty: 14972.122070
Iteration 349Q: 26 clusters Score -2.32369e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 128404 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 97971 members 
Mstep: Class 7 contains 4308 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33833 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143712 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 59132 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23219 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236872.000000 Penalty: 14972.122070
Iteration 350Q: 26 clusters Score -2.323687e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 128465 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7087 members 
Mstep: Class 6 contains 97960 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33845 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143687 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 59122 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23200 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236890.000000 Penalty: 14972.122070
Iteration 351Q: 26 clusters Score -2.323689e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 128529 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7079 members 
Mstep: Class 6 contains 97949 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33850 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143657 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 59115 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 23183 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236864.000000 Penalty: 14972.122070
Iteration 352Q: 26 clusters Score -2.323686e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 128586 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 97942 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33852 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143618 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 59120 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 23172 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236854.000000 Penalty: 14972.122070
Iteration 353Q: 26 clusters Score -2.323685e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 128647 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7061 members 
Mstep: Class 6 contains 97935 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33854 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143578 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 59123 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23163 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236904.000000 Penalty: 14972.122070
Iteration 354Q: 26 clusters Score -2.32369e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 128698 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 97929 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33859 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 143547 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 59120 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23152 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236906.000000 Penalty: 14972.122070
Iteration 355Q: 26 clusters Score -2.323691e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 128743 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 97929 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33860 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143530 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 59102 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23146 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236892.000000 Penalty: 14972.122070
Iteration 356Q: 26 clusters Score -2.323689e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4735 members 
Mstep: Class 3 contains 128787 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 97931 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33863 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 143512 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 59087 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23136 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236864.000000 Penalty: 14972.122070
Iteration 357Q: 26 clusters Score -2.323686e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 128842 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 6 contains 97925 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33863 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143497 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 59081 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23122 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236854.000000 Penalty: 14972.122070
Iteration 358Q: 26 clusters Score -2.323685e+07 nChanged 163
Entering ConstructFrom: 
Score: -23236854.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -11650.008789 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -11650.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11300.452148 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -11300.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11427.709961 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -11427.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11461.633789 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -11461.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11475.550781 Penalty: 525.484192
	Iteration 3Q: 3 clusters Score -11475.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11493.272461 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -11493.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11513.073242 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -11513.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11541.831055 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -11541.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11551.083984 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -11551.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11553.591797 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -11553.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11557.628906 Penalty: 525.484192
	Iteration 9F: 3 clusters Score -11557.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11574.415039 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -11574.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11607.050781 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -11607.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11617.520508 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -11617.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11624.541016 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -11624.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11626.335938 Penalty: 525.484192
	Iteration 14Q: 3 clusters Score -11626.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11626.998047 Penalty: 525.484192
	Iteration 15Q: 3 clusters Score -11627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11626.998047 Penalty: 525.484192
	Iteration 16F: 3 clusters Score -11627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -214193.671875 Penalty: 385.083344
	Iteration 0F: 2 clusters Score -214193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -210969.171875 Penalty: 770.166687
	Iteration 0F: 3 clusters Score -210969.2 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -212309.984375 Penalty: 770.166687
	Iteration 1F: 3 clusters Score -212310 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -212598.500000 Penalty: 770.166687
	Iteration 2F: 3 clusters Score -212598.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -212917.812500 Penalty: 770.166687
	Iteration 3F: 3 clusters Score -212917.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -213233.046875 Penalty: 770.166687
	Iteration 4F: 3 clusters Score -213233 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -213486.218750 Penalty: 770.166687
	Iteration 5F: 3 clusters Score -213486.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -213639.062500 Penalty: 770.166687
	Iteration 6Q: 3 clusters Score -213639.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -213733.750000 Penalty: 770.166687
	Iteration 7Q: 3 clusters Score -213733.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -213781.281250 Penalty: 770.166687
	Iteration 8Q: 3 clusters Score -213781.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -213805.468750 Penalty: 770.166687
	Iteration 9Q: 3 clusters Score -213805.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -213815.593750 Penalty: 770.166687
	Iteration 10Q: 3 clusters Score -213815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -213826.343750 Penalty: 770.166687
	Iteration 11Q: 3 clusters Score -213826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -213837.078125 Penalty: 770.166687
	Iteration 12Q: 3 clusters Score -213837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -213843.687500 Penalty: 770.166687
	Iteration 13Q: 3 clusters Score -213843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -213844.625000 Penalty: 770.166687
	Iteration 14Q: 3 clusters Score -213844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -213848.000000 Penalty: 770.166687
	Iteration 15Q: 3 clusters Score -213848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -213849.515625 Penalty: 770.166687
	Iteration 16Q: 3 clusters Score -213849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -213849.984375 Penalty: 770.166687
	Iteration 17Q: 3 clusters Score -213850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -213850.906250 Penalty: 770.166687
	Iteration 18Q: 3 clusters Score -213850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -213852.718750 Penalty: 770.166687
	Iteration 19Q: 3 clusters Score -213852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -213853.500000 Penalty: 770.166687
	Iteration 20F: 3 clusters Score -213853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -213854.484375 Penalty: 770.166687
	Iteration 21Q: 3 clusters Score -213854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -213854.484375 Penalty: 770.166687
	Iteration 22F: 3 clusters Score -213854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (128890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128890 members 
Entering Unmasked Estep 
Score: -5970395.000000 Penalty: 535.385559
	Iteration 0F: 2 clusters Score -5970395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -5883165.500000 Penalty: 1070.771118
	Iteration 0F: 3 clusters Score -5883166 nChanged 63308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -5923023.500000 Penalty: 1070.771118
	Iteration 1F: 3 clusters Score -5923024 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -5926026.000000 Penalty: 1070.771118
	Iteration 2F: 3 clusters Score -5926026 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -5930993.000000 Penalty: 1070.771118
	Iteration 3F: 3 clusters Score -5930993 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5939025.500000 Penalty: 1070.771118
	Iteration 4F: 3 clusters Score -5939026 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5949075.000000 Penalty: 1070.771118
	Iteration 5F: 3 clusters Score -5949075 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -5958408.500000 Penalty: 1070.771118
	Iteration 6F: 3 clusters Score -5958408 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -5964185.000000 Penalty: 1070.771118
	Iteration 7Q: 3 clusters Score -5964185 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125440 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5967148.500000 Penalty: 1070.771118
	Iteration 8Q: 3 clusters Score -5967148 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127018 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5968534.000000 Penalty: 1070.771118
	Iteration 9Q: 3 clusters Score -5968534 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127853 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5969251.500000 Penalty: 1070.771118
	Iteration 10Q: 3 clusters Score -5969252 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128262 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5969593.000000 Penalty: 1070.771118
	Iteration 11Q: 3 clusters Score -5969593 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5969739.500000 Penalty: 1070.771118
	Iteration 12Q: 3 clusters Score -5969740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5969819.000000 Penalty: 1070.771118
	Iteration 13Q: 3 clusters Score -5969819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5969874.000000 Penalty: 1070.771118
	Iteration 14Q: 3 clusters Score -5969874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5969892.000000 Penalty: 1070.771118
	Iteration 15Q: 3 clusters Score -5969892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128669 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5969908.500000 Penalty: 1070.771118
	Iteration 16Q: 3 clusters Score -5969908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5969923.500000 Penalty: 1070.771118
	Iteration 17Q: 3 clusters Score -5969924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5969927.500000 Penalty: 1070.771118
	Iteration 18Q: 3 clusters Score -5969928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128694 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5969925.000000 Penalty: 1070.771118
	Iteration 19Q: 3 clusters Score -5969925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5969928.500000 Penalty: 1070.771118
	Iteration 20F: 3 clusters Score -5969928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5969933.000000 Penalty: 1070.771118
	Iteration 21Q: 3 clusters Score -5969933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5969940.000000 Penalty: 1070.771118
	Iteration 22Q: 3 clusters Score -5969940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5969937.000000 Penalty: 1070.771118
	Iteration 23Q: 3 clusters Score -5969937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5969942.500000 Penalty: 1070.771118
	Iteration 24Q: 3 clusters Score -5969942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128735 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5969943.500000 Penalty: 1070.771118
	Iteration 25Q: 3 clusters Score -5969944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5969956.500000 Penalty: 1070.771118
	Iteration 26Q: 3 clusters Score -5969956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5969953.500000 Penalty: 1070.771118
	Iteration 27Q: 3 clusters Score -5969954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5969958.000000 Penalty: 1070.771118
	Iteration 28Q: 3 clusters Score -5969958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128747 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5969959.000000 Penalty: 1070.771118
	Iteration 29Q: 3 clusters Score -5969959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128749 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5969955.500000 Penalty: 1070.771118
	Iteration 30Q: 3 clusters Score -5969956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128752 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5969957.500000 Penalty: 1070.771118
	Iteration 31Q: 3 clusters Score -5969958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5969963.500000 Penalty: 1070.771118
	Iteration 32Q: 3 clusters Score -5969964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5969963.500000 Penalty: 1070.771118
	Iteration 33F: 3 clusters Score -5969964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -35967.671875 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -35967.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35229.570312 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -35229.57 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -35454.476562 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -35454.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -35527.257812 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -35527.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -35569.546875 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -35569.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -35598.792969 Penalty: 615.932861
	Iteration 4F: 3 clusters Score -35598.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35640.609375 Penalty: 615.932861
	Iteration 5F: 3 clusters Score -35640.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35675.609375 Penalty: 615.932861
	Iteration 6F: 3 clusters Score -35675.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35699.796875 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -35699.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -35717.996094 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -35718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35729.187500 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -35729.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35734.531250 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -35734.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35742.250000 Penalty: 615.932861
	Iteration 11Q: 3 clusters Score -35742.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35749.015625 Penalty: 615.932861
	Iteration 12Q: 3 clusters Score -35749.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35757.187500 Penalty: 615.932861
	Iteration 13Q: 3 clusters Score -35757.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35762.832031 Penalty: 615.932861
	Iteration 14Q: 3 clusters Score -35762.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35770.953125 Penalty: 615.932861
	Iteration 15Q: 3 clusters Score -35770.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35780.062500 Penalty: 615.932861
	Iteration 16Q: 3 clusters Score -35780.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35785.492188 Penalty: 615.932861
	Iteration 17Q: 3 clusters Score -35785.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35790.621094 Penalty: 615.932861
	Iteration 18Q: 3 clusters Score -35790.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35795.972656 Penalty: 615.932861
	Iteration 19Q: 3 clusters Score -35795.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35800.875000 Penalty: 615.932861
	Iteration 20F: 3 clusters Score -35800.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35801.511719 Penalty: 615.932861
	Iteration 21Q: 3 clusters Score -35801.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35801.750000 Penalty: 615.932861
	Iteration 22Q: 3 clusters Score -35801.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35801.750000 Penalty: 615.932861
	Iteration 23F: 3 clusters Score -35801.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -344210.468750 Penalty: 403.003967
	Iteration 0F: 2 clusters Score -344210.5 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 3554 members 
Entering Unmasked Estep 
Score: -339524.937500 Penalty: 806.007935
	Iteration 0F: 3 clusters Score -339524.9 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -341391.781250 Penalty: 806.007935
	Iteration 1F: 3 clusters Score -341391.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -341647.218750 Penalty: 806.007935
	Iteration 2F: 3 clusters Score -341647.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -341952.250000 Penalty: 806.007935
	Iteration 3F: 3 clusters Score -341952.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -342342.656250 Penalty: 806.007935
	Iteration 4F: 3 clusters Score -342342.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -342753.656250 Penalty: 806.007935
	Iteration 5F: 3 clusters Score -342753.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -343096.281250 Penalty: 806.007935
	Iteration 6F: 3 clusters Score -343096.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -343325.437500 Penalty: 806.007935
	Iteration 7F: 3 clusters Score -343325.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -343440.468750 Penalty: 806.007935
	Iteration 8Q: 3 clusters Score -343440.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -343523.031250 Penalty: 806.007935
	Iteration 9Q: 3 clusters Score -343523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -343569.687500 Penalty: 806.007935
	Iteration 10Q: 3 clusters Score -343569.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -343597.125000 Penalty: 806.007935
	Iteration 11Q: 3 clusters Score -343597.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -343611.093750 Penalty: 806.007935
	Iteration 12Q: 3 clusters Score -343611.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -343618.593750 Penalty: 806.007935
	Iteration 13Q: 3 clusters Score -343618.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -343626.375000 Penalty: 806.007935
	Iteration 14Q: 3 clusters Score -343626.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -343633.875000 Penalty: 806.007935
	Iteration 15Q: 3 clusters Score -343633.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -343639.187500 Penalty: 806.007935
	Iteration 16Q: 3 clusters Score -343639.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -343644.656250 Penalty: 806.007935
	Iteration 17Q: 3 clusters Score -343644.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -343648.343750 Penalty: 806.007935
	Iteration 18Q: 3 clusters Score -343648.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -343649.906250 Penalty: 806.007935
	Iteration 19Q: 3 clusters Score -343649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -343652.125000 Penalty: 806.007935
	Iteration 20F: 3 clusters Score -343652.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -343654.343750 Penalty: 806.007935
	Iteration 21Q: 3 clusters Score -343654.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -343656.593750 Penalty: 806.007935
	Iteration 22Q: 3 clusters Score -343656.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -343660.562500 Penalty: 806.007935
	Iteration 23Q: 3 clusters Score -343660.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -343662.531250 Penalty: 806.007935
	Iteration 24Q: 3 clusters Score -343662.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -343665.750000 Penalty: 806.007935
	Iteration 25Q: 3 clusters Score -343665.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -343669.656250 Penalty: 806.007935
	Iteration 26Q: 3 clusters Score -343669.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -343673.531250 Penalty: 806.007935
	Iteration 27Q: 3 clusters Score -343673.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -343678.250000 Penalty: 806.007935
	Iteration 28Q: 3 clusters Score -343678.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -343683.500000 Penalty: 806.007935
	Iteration 29Q: 3 clusters Score -343683.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -343689.125000 Penalty: 806.007935
	Iteration 30Q: 3 clusters Score -343689.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -343695.218750 Penalty: 806.007935
	Iteration 31Q: 3 clusters Score -343695.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -343699.812500 Penalty: 806.007935
	Iteration 32Q: 3 clusters Score -343699.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -343704.562500 Penalty: 806.007935
	Iteration 33Q: 3 clusters Score -343704.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -343709.687500 Penalty: 806.007935
	Iteration 34Q: 3 clusters Score -343709.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -343716.281250 Penalty: 806.007935
	Iteration 35Q: 3 clusters Score -343716.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -343720.468750 Penalty: 806.007935
	Iteration 36Q: 3 clusters Score -343720.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -343728.687500 Penalty: 806.007935
	Iteration 37Q: 3 clusters Score -343728.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -343736.000000 Penalty: 806.007935
	Iteration 38Q: 3 clusters Score -343736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -343742.656250 Penalty: 806.007935
	Iteration 39Q: 3 clusters Score -343742.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -343751.968750 Penalty: 806.007935
	Iteration 40F: 3 clusters Score -343752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -343763.906250 Penalty: 806.007935
	Iteration 41Q: 3 clusters Score -343763.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -343778.125000 Penalty: 806.007935
	Iteration 42Q: 3 clusters Score -343778.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -343791.843750 Penalty: 806.007935
	Iteration 43Q: 3 clusters Score -343791.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -343808.125000 Penalty: 806.007935
	Iteration 44Q: 3 clusters Score -343808.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -343821.343750 Penalty: 806.007935
	Iteration 45Q: 3 clusters Score -343821.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -343832.812500 Penalty: 806.007935
	Iteration 46Q: 3 clusters Score -343832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -343842.437500 Penalty: 806.007935
	Iteration 47Q: 3 clusters Score -343842.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -343852.968750 Penalty: 806.007935
	Iteration 48Q: 3 clusters Score -343853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -343861.156250 Penalty: 806.007935
	Iteration 49Q: 3 clusters Score -343861.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -343865.906250 Penalty: 806.007935
	Iteration 50Q: 3 clusters Score -343865.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -343870.031250 Penalty: 806.007935
	Iteration 51Q: 3 clusters Score -343870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -343872.625000 Penalty: 806.007935
	Iteration 52Q: 3 clusters Score -343872.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -343877.531250 Penalty: 806.007935
	Iteration 53Q: 3 clusters Score -343877.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -343881.718750 Penalty: 806.007935
	Iteration 54Q: 3 clusters Score -343881.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -343884.687500 Penalty: 806.007935
	Iteration 55Q: 3 clusters Score -343884.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -343889.312500 Penalty: 806.007935
	Iteration 56Q: 3 clusters Score -343889.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -343894.687500 Penalty: 806.007935
	Iteration 57Q: 3 clusters Score -343894.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -343899.843750 Penalty: 806.007935
	Iteration 58Q: 3 clusters Score -343899.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -343904.937500 Penalty: 806.007935
	Iteration 59Q: 3 clusters Score -343904.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -343911.593750 Penalty: 806.007935
	Iteration 60F: 3 clusters Score -343911.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -343916.312500 Penalty: 806.007935
	Iteration 61Q: 3 clusters Score -343916.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -343919.281250 Penalty: 806.007935
	Iteration 62Q: 3 clusters Score -343919.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -343920.687500 Penalty: 806.007935
	Iteration 63Q: 3 clusters Score -343920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -343924.468750 Penalty: 806.007935
	Iteration 64Q: 3 clusters Score -343924.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343927.062500 Penalty: 806.007935
	Iteration 65Q: 3 clusters Score -343927.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -343929.343750 Penalty: 806.007935
	Iteration 66Q: 3 clusters Score -343929.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -343929.906250 Penalty: 806.007935
	Iteration 67Q: 3 clusters Score -343929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -343931.781250 Penalty: 806.007935
	Iteration 68Q: 3 clusters Score -343931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -343933.187500 Penalty: 806.007935
	Iteration 69Q: 3 clusters Score -343933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -343934.500000 Penalty: 806.007935
	Iteration 70Q: 3 clusters Score -343934.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -343936.406250 Penalty: 806.007935
	Iteration 71Q: 3 clusters Score -343936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -343938.062500 Penalty: 806.007935
	Iteration 72Q: 3 clusters Score -343938.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -343940.656250 Penalty: 806.007935
	Iteration 73Q: 3 clusters Score -343940.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -343942.031250 Penalty: 806.007935
	Iteration 74Q: 3 clusters Score -343942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -343943.500000 Penalty: 806.007935
	Iteration 75Q: 3 clusters Score -343943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -343944.250000 Penalty: 806.007935
	Iteration 76Q: 3 clusters Score -343944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -343945.906250 Penalty: 806.007935
	Iteration 77Q: 3 clusters Score -343945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -343947.312500 Penalty: 806.007935
	Iteration 78Q: 3 clusters Score -343947.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -343948.718750 Penalty: 806.007935
	Iteration 79Q: 3 clusters Score -343948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -343950.718750 Penalty: 806.007935
	Iteration 80F: 3 clusters Score -343950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -343951.812500 Penalty: 806.007935
	Iteration 81Q: 3 clusters Score -343951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -343953.375000 Penalty: 806.007935
	Iteration 82Q: 3 clusters Score -343953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -343954.031250 Penalty: 806.007935
	Iteration 83Q: 3 clusters Score -343954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -343954.250000 Penalty: 806.007935
	Iteration 84Q: 3 clusters Score -343954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -343953.906250 Penalty: 806.007935
	Iteration 85Q: 3 clusters Score -343953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -343954.718750 Penalty: 806.007935
	Iteration 86Q: 3 clusters Score -343954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -343954.375000 Penalty: 806.007935
	Iteration 87Q: 3 clusters Score -343954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -343955.125000 Penalty: 806.007935
	Iteration 88Q: 3 clusters Score -343955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -343954.500000 Penalty: 806.007935
	Iteration 89Q: 3 clusters Score -343954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -343955.125000 Penalty: 806.007935
	Iteration 90Q: 3 clusters Score -343955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -343955.468750 Penalty: 806.007935
	Iteration 91Q: 3 clusters Score -343955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -343955.937500 Penalty: 806.007935
	Iteration 92Q: 3 clusters Score -343955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -343955.937500 Penalty: 806.007935
	Iteration 93F: 3 clusters Score -343955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (97916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97916 members 
Entering Unmasked Estep 
Score: -4601965.500000 Penalty: 522.879883
	Iteration 0F: 2 clusters Score -4601966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -4536825.000000 Penalty: 1045.759766
	Iteration 0F: 3 clusters Score -4536825 nChanged 47688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4565203.500000 Penalty: 1045.759766
	Iteration 1F: 3 clusters Score -4565204 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -4566982.500000 Penalty: 1045.759766
	Iteration 2Q: 3 clusters Score -4566982 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4569920.000000 Penalty: 1045.759766
	Iteration 3F: 3 clusters Score -4569920 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4574440.000000 Penalty: 1045.759766
	Iteration 4F: 3 clusters Score -4574440 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4580400.000000 Penalty: 1045.759766
	Iteration 5F: 3 clusters Score -4580400 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4585919.500000 Penalty: 1045.759766
	Iteration 6F: 3 clusters Score -4585920 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4589980.000000 Penalty: 1045.759766
	Iteration 7F: 3 clusters Score -4589980 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4592771.500000 Penalty: 1045.759766
	Iteration 8Q: 3 clusters Score -4592772 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4595001.000000 Penalty: 1045.759766
	Iteration 9Q: 3 clusters Score -4595001 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4596851.000000 Penalty: 1045.759766
	Iteration 10Q: 3 clusters Score -4596851 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4598335.500000 Penalty: 1045.759766
	Iteration 11Q: 3 clusters Score -4598336 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4599582.000000 Penalty: 1045.759766
	Iteration 12Q: 3 clusters Score -4599582 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4600375.000000 Penalty: 1045.759766
	Iteration 13Q: 3 clusters Score -4600375 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4600894.000000 Penalty: 1045.759766
	Iteration 14Q: 3 clusters Score -4600894 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4601185.000000 Penalty: 1045.759766
	Iteration 15Q: 3 clusters Score -4601185 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4601346.500000 Penalty: 1045.759766
	Iteration 16Q: 3 clusters Score -4601346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4601402.000000 Penalty: 1045.759766
	Iteration 17Q: 3 clusters Score -4601402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4601425.000000 Penalty: 1045.759766
	Iteration 18Q: 3 clusters Score -4601425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4601441.500000 Penalty: 1045.759766
	Iteration 19Q: 3 clusters Score -4601442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4601464.500000 Penalty: 1045.759766
	Iteration 20F: 3 clusters Score -4601464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4601470.000000 Penalty: 1045.759766
	Iteration 21Q: 3 clusters Score -4601470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4601473.500000 Penalty: 1045.759766
	Iteration 22Q: 3 clusters Score -4601474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4601474.000000 Penalty: 1045.759766
	Iteration 23Q: 3 clusters Score -4601474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4601474.000000 Penalty: 1045.759766
	Iteration 24F: 3 clusters Score -4601474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -186204.984375 Penalty: 380.743866
	Iteration 0F: 2 clusters Score -186205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -183298.171875 Penalty: 761.487732
	Iteration 0F: 3 clusters Score -183298.2 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -184239.265625 Penalty: 761.487732
	Iteration 1F: 3 clusters Score -184239.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -184308.296875 Penalty: 761.487732
	Iteration 2F: 3 clusters Score -184308.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -184364.453125 Penalty: 761.487732
	Iteration 3Q: 3 clusters Score -184364.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -184421.203125 Penalty: 761.487732
	Iteration 4Q: 3 clusters Score -184421.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -184483.156250 Penalty: 761.487732
	Iteration 5Q: 3 clusters Score -184483.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -184561.328125 Penalty: 761.487732
	Iteration 6Q: 3 clusters Score -184561.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -184658.093750 Penalty: 761.487732
	Iteration 7Q: 3 clusters Score -184658.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -184783.765625 Penalty: 761.487732
	Iteration 8Q: 3 clusters Score -184783.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -184933.484375 Penalty: 761.487732
	Iteration 9Q: 3 clusters Score -184933.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -185081.703125 Penalty: 761.487732
	Iteration 10Q: 3 clusters Score -185081.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -185159.015625 Penalty: 761.487732
	Iteration 11Q: 3 clusters Score -185159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -185187.140625 Penalty: 761.487732
	Iteration 12Q: 3 clusters Score -185187.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -185201.343750 Penalty: 761.487732
	Iteration 13Q: 3 clusters Score -185201.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -185212.390625 Penalty: 761.487732
	Iteration 14Q: 3 clusters Score -185212.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -185221.421875 Penalty: 761.487732
	Iteration 15Q: 3 clusters Score -185221.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -185228.046875 Penalty: 761.487732
	Iteration 16Q: 3 clusters Score -185228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -185236.234375 Penalty: 761.487732
	Iteration 17Q: 3 clusters Score -185236.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -185245.187500 Penalty: 761.487732
	Iteration 18Q: 3 clusters Score -185245.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -185257.781250 Penalty: 761.487732
	Iteration 19Q: 3 clusters Score -185257.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -185270.109375 Penalty: 761.487732
	Iteration 20F: 3 clusters Score -185270.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -185282.015625 Penalty: 761.487732
	Iteration 21Q: 3 clusters Score -185282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -185297.093750 Penalty: 761.487732
	Iteration 22Q: 3 clusters Score -185297.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -185310.906250 Penalty: 761.487732
	Iteration 23Q: 3 clusters Score -185310.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -185329.750000 Penalty: 761.487732
	Iteration 24Q: 3 clusters Score -185329.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -185344.390625 Penalty: 761.487732
	Iteration 25Q: 3 clusters Score -185344.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -185360.984375 Penalty: 761.487732
	Iteration 26Q: 3 clusters Score -185361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -185377.000000 Penalty: 761.487732
	Iteration 27Q: 3 clusters Score -185377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -185395.750000 Penalty: 761.487732
	Iteration 28Q: 3 clusters Score -185395.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -185409.140625 Penalty: 761.487732
	Iteration 29Q: 3 clusters Score -185409.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -185420.281250 Penalty: 761.487732
	Iteration 30Q: 3 clusters Score -185420.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -185432.046875 Penalty: 761.487732
	Iteration 31Q: 3 clusters Score -185432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -185443.703125 Penalty: 761.487732
	Iteration 32Q: 3 clusters Score -185443.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -185452.562500 Penalty: 761.487732
	Iteration 33Q: 3 clusters Score -185452.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -185465.921875 Penalty: 761.487732
	Iteration 34Q: 3 clusters Score -185465.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -185476.921875 Penalty: 761.487732
	Iteration 35Q: 3 clusters Score -185476.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -185484.234375 Penalty: 761.487732
	Iteration 36Q: 3 clusters Score -185484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -185488.968750 Penalty: 761.487732
	Iteration 37Q: 3 clusters Score -185489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -185494.015625 Penalty: 761.487732
	Iteration 38Q: 3 clusters Score -185494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -185498.468750 Penalty: 761.487732
	Iteration 39Q: 3 clusters Score -185498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -185506.281250 Penalty: 761.487732
	Iteration 40F: 3 clusters Score -185506.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -185513.750000 Penalty: 761.487732
	Iteration 41Q: 3 clusters Score -185513.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -185522.203125 Penalty: 761.487732
	Iteration 42Q: 3 clusters Score -185522.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -185528.890625 Penalty: 761.487732
	Iteration 43Q: 3 clusters Score -185528.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -185533.875000 Penalty: 761.487732
	Iteration 44Q: 3 clusters Score -185533.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -185539.656250 Penalty: 761.487732
	Iteration 45Q: 3 clusters Score -185539.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -185543.343750 Penalty: 761.487732
	Iteration 46Q: 3 clusters Score -185543.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -185548.062500 Penalty: 761.487732
	Iteration 47Q: 3 clusters Score -185548.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -185552.984375 Penalty: 761.487732
	Iteration 48Q: 3 clusters Score -185553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -185555.500000 Penalty: 761.487732
	Iteration 49Q: 3 clusters Score -185555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -185557.750000 Penalty: 761.487732
	Iteration 50Q: 3 clusters Score -185557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -185560.046875 Penalty: 761.487732
	Iteration 51Q: 3 clusters Score -185560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -185561.390625 Penalty: 761.487732
	Iteration 52Q: 3 clusters Score -185561.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -185563.187500 Penalty: 761.487732
	Iteration 53Q: 3 clusters Score -185563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -185564.500000 Penalty: 761.487732
	Iteration 54Q: 3 clusters Score -185564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -185565.687500 Penalty: 761.487732
	Iteration 55Q: 3 clusters Score -185565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -185566.828125 Penalty: 761.487732
	Iteration 56Q: 3 clusters Score -185566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -185567.609375 Penalty: 761.487732
	Iteration 57Q: 3 clusters Score -185567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -185568.406250 Penalty: 761.487732
	Iteration 58Q: 3 clusters Score -185568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -185568.421875 Penalty: 761.487732
	Iteration 59Q: 3 clusters Score -185568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -185568.796875 Penalty: 761.487732
	Iteration 60F: 3 clusters Score -185568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9207.465820 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9207.466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9263.623047 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9263.623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9286.611328 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9286.611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9295.893555 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9295.894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9307.425781 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9307.426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9323.850586 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9323.851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9327.635742 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9327.636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9331.044922 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9331.045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9333.199219 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9333.199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9335.082031 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9335.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9337.629883 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9337.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9338.648438 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9338.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9341.336914 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -9341.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9342.189453 Penalty: 496.822296
	Iteration 13Q: 3 clusters Score -9342.189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9345.139648 Penalty: 496.822296
	Iteration 14Q: 3 clusters Score -9345.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9346.340820 Penalty: 496.822296
	Iteration 15Q: 3 clusters Score -9346.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9346.340820 Penalty: 496.822296
	Iteration 16F: 3 clusters Score -9346.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -151986.843750 Penalty: 365.339203
	Iteration 0F: 2 clusters Score -151986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -149872.093750 Penalty: 730.678406
	Iteration 0F: 3 clusters Score -149872.1 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -150653.250000 Penalty: 730.678406
	Iteration 1F: 3 clusters Score -150653.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -150792.250000 Penalty: 730.678406
	Iteration 2F: 3 clusters Score -150792.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -150946.078125 Penalty: 730.678406
	Iteration 3F: 3 clusters Score -150946.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -151067.546875 Penalty: 730.678406
	Iteration 4F: 3 clusters Score -151067.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -151177.156250 Penalty: 730.678406
	Iteration 5Q: 3 clusters Score -151177.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -151249.140625 Penalty: 730.678406
	Iteration 6Q: 3 clusters Score -151249.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -151293.625000 Penalty: 730.678406
	Iteration 7Q: 3 clusters Score -151293.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -151317.437500 Penalty: 730.678406
	Iteration 8Q: 3 clusters Score -151317.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -151335.000000 Penalty: 730.678406
	Iteration 9Q: 3 clusters Score -151335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -151349.703125 Penalty: 730.678406
	Iteration 10Q: 3 clusters Score -151349.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -151365.968750 Penalty: 730.678406
	Iteration 11Q: 3 clusters Score -151366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -151379.687500 Penalty: 730.678406
	Iteration 12Q: 3 clusters Score -151379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -151392.578125 Penalty: 730.678406
	Iteration 13Q: 3 clusters Score -151392.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -151404.875000 Penalty: 730.678406
	Iteration 14Q: 3 clusters Score -151404.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -151414.765625 Penalty: 730.678406
	Iteration 15Q: 3 clusters Score -151414.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -151428.343750 Penalty: 730.678406
	Iteration 16Q: 3 clusters Score -151428.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -151441.015625 Penalty: 730.678406
	Iteration 17Q: 3 clusters Score -151441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -151451.078125 Penalty: 730.678406
	Iteration 18Q: 3 clusters Score -151451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -151458.421875 Penalty: 730.678406
	Iteration 19Q: 3 clusters Score -151458.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -151463.734375 Penalty: 730.678406
	Iteration 20F: 3 clusters Score -151463.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -151470.515625 Penalty: 730.678406
	Iteration 21Q: 3 clusters Score -151470.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -151475.968750 Penalty: 730.678406
	Iteration 22Q: 3 clusters Score -151476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -151484.531250 Penalty: 730.678406
	Iteration 23Q: 3 clusters Score -151484.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -151489.656250 Penalty: 730.678406
	Iteration 24Q: 3 clusters Score -151489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -151494.140625 Penalty: 730.678406
	Iteration 25Q: 3 clusters Score -151494.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -151503.390625 Penalty: 730.678406
	Iteration 26Q: 3 clusters Score -151503.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -151512.312500 Penalty: 730.678406
	Iteration 27Q: 3 clusters Score -151512.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -151520.656250 Penalty: 730.678406
	Iteration 28Q: 3 clusters Score -151520.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -151527.500000 Penalty: 730.678406
	Iteration 29Q: 3 clusters Score -151527.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -151539.734375 Penalty: 730.678406
	Iteration 30Q: 3 clusters Score -151539.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -151554.218750 Penalty: 730.678406
	Iteration 31Q: 3 clusters Score -151554.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -151568.156250 Penalty: 730.678406
	Iteration 32Q: 3 clusters Score -151568.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -151580.265625 Penalty: 730.678406
	Iteration 33Q: 3 clusters Score -151580.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -151587.296875 Penalty: 730.678406
	Iteration 34Q: 3 clusters Score -151587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -151594.171875 Penalty: 730.678406
	Iteration 35Q: 3 clusters Score -151594.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -151600.296875 Penalty: 730.678406
	Iteration 36Q: 3 clusters Score -151600.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -151604.296875 Penalty: 730.678406
	Iteration 37Q: 3 clusters Score -151604.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -151608.031250 Penalty: 730.678406
	Iteration 38Q: 3 clusters Score -151608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -151609.515625 Penalty: 730.678406
	Iteration 39Q: 3 clusters Score -151609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -151611.187500 Penalty: 730.678406
	Iteration 40F: 3 clusters Score -151611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -151612.656250 Penalty: 730.678406
	Iteration 41Q: 3 clusters Score -151612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -151613.406250 Penalty: 730.678406
	Iteration 42Q: 3 clusters Score -151613.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -151615.515625 Penalty: 730.678406
	Iteration 43Q: 3 clusters Score -151615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -151616.953125 Penalty: 730.678406
	Iteration 44Q: 3 clusters Score -151617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -151618.015625 Penalty: 730.678406
	Iteration 45Q: 3 clusters Score -151618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -151619.218750 Penalty: 730.678406
	Iteration 46Q: 3 clusters Score -151619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -151619.578125 Penalty: 730.678406
	Iteration 47Q: 3 clusters Score -151619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -151620.343750 Penalty: 730.678406
	Iteration 48Q: 3 clusters Score -151620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -151620.375000 Penalty: 730.678406
	Iteration 49Q: 3 clusters Score -151620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -151620.375000 Penalty: 730.678406
	Iteration 50F: 3 clusters Score -151620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28586.693359 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28586.69 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28825.654297 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28825.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28874.457031 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28874.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -28910.951172 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28910.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28949.958984 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -28949.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28994.193359 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -28994.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29039.781250 Penalty: 598.711853
	Iteration 6F: 3 clusters Score -29039.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29082.707031 Penalty: 598.711853
	Iteration 7F: 3 clusters Score -29082.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29117.902344 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29117.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29142.785156 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29142.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29158.320312 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29158.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -29168.279297 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29168.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29179.103516 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -29187.199219 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29198.628906 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29198.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -29205.310547 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29205.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -29207.919922 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29207.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -29210.966797 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -29210.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -29215.226562 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -29215.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -29222.750000 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -29222.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -29229.964844 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -29229.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -29232.125000 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -29232.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29232.750000 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -29232.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29232.750000 Penalty: 598.711853
	Iteration 23F: 3 clusters Score -29232.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 128890 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 97916 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143478 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 59075 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23110 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 43 members 
Entering Unmasked Estep 
Score: -23236564.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23236854.000000 to -23236564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32673.533203 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32673.53 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32869.097656 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32869.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32913.113281 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32913.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -32949.339844 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -32949.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -32980.871094 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -32980.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -33014.863281 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33014.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33072.261719 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33072.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33103.898438 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33120.820312 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33120.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33129.355469 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33129.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33132.632812 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33132.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33134.792969 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33134.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33136.929688 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33136.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33141.867188 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33141.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33145.468750 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33145.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33149.007812 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33149.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33153.871094 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33153.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33158.855469 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33158.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33160.695312 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -33160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33163.156250 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -33163.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33167.273438 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -33167.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33170.117188 Penalty: 608.413391
	Iteration 21Q: 3 clusters Score -33170.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33170.535156 Penalty: 608.413391
	Iteration 22Q: 3 clusters Score -33170.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33171.914062 Penalty: 608.413391
	Iteration 23Q: 3 clusters Score -33171.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33175.726562 Penalty: 608.413391
	Iteration 24Q: 3 clusters Score -33175.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33177.914062 Penalty: 608.413391
	Iteration 25Q: 3 clusters Score -33177.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33180.253906 Penalty: 608.413391
	Iteration 26Q: 3 clusters Score -33180.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33183.023438 Penalty: 608.413391
	Iteration 27Q: 3 clusters Score -33183.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33185.546875 Penalty: 608.413391
	Iteration 28Q: 3 clusters Score -33185.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33187.074219 Penalty: 608.413391
	Iteration 29Q: 3 clusters Score -33187.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33191.417969 Penalty: 608.413391
	Iteration 30Q: 3 clusters Score -33191.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33200.468750 Penalty: 608.413391
	Iteration 31Q: 3 clusters Score -33200.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33204.308594 Penalty: 608.413391
	Iteration 32Q: 3 clusters Score -33204.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33206.031250 Penalty: 608.413391
	Iteration 33Q: 3 clusters Score -33206.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33207.601562 Penalty: 608.413391
	Iteration 34Q: 3 clusters Score -33207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33209.640625 Penalty: 608.413391
	Iteration 35Q: 3 clusters Score -33209.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33210.171875 Penalty: 608.413391
	Iteration 36Q: 3 clusters Score -33210.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33210.671875 Penalty: 608.413391
	Iteration 37Q: 3 clusters Score -33210.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33210.671875 Penalty: 608.413391
	Iteration 38F: 3 clusters Score -33210.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Entering Unmasked Estep 
Score: -1491009.500000 Penalty: 474.571259
	Iteration 0F: 2 clusters Score -1491010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1468316.625000 Penalty: 949.142517
	Iteration 0F: 3 clusters Score -1468317 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1478289.625000 Penalty: 949.142517
	Iteration 1F: 3 clusters Score -1478290 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1478994.250000 Penalty: 949.142517
	Iteration 2Q: 3 clusters Score -1478994 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1480037.250000 Penalty: 949.142517
	Iteration 3F: 3 clusters Score -1480037 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1481350.000000 Penalty: 949.142517
	Iteration 4F: 3 clusters Score -1481350 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1482941.000000 Penalty: 949.142517
	Iteration 5F: 3 clusters Score -1482941 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1484605.375000 Penalty: 949.142517
	Iteration 6F: 3 clusters Score -1484605 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1486011.750000 Penalty: 949.142517
	Iteration 7Q: 3 clusters Score -1486012 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1487049.250000 Penalty: 949.142517
	Iteration 8Q: 3 clusters Score -1487049 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1487778.625000 Penalty: 949.142517
	Iteration 9Q: 3 clusters Score -1487779 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1488408.250000 Penalty: 949.142517
	Iteration 10Q: 3 clusters Score -1488408 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1489002.875000 Penalty: 949.142517
	Iteration 11Q: 3 clusters Score -1489003 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1489524.750000 Penalty: 949.142517
	Iteration 12Q: 3 clusters Score -1489525 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1489945.625000 Penalty: 949.142517
	Iteration 13Q: 3 clusters Score -1489946 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1490256.500000 Penalty: 949.142517
	Iteration 14Q: 3 clusters Score -1490256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1490405.375000 Penalty: 949.142517
	Iteration 15Q: 3 clusters Score -1490405 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1490485.250000 Penalty: 949.142517
	Iteration 16Q: 3 clusters Score -1490485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1490542.375000 Penalty: 949.142517
	Iteration 17Q: 3 clusters Score -1490542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1490571.750000 Penalty: 949.142517
	Iteration 18Q: 3 clusters Score -1490572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1490593.000000 Penalty: 949.142517
	Iteration 19Q: 3 clusters Score -1490593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1490606.500000 Penalty: 949.142517
	Iteration 20F: 3 clusters Score -1490606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1490610.375000 Penalty: 949.142517
	Iteration 21Q: 3 clusters Score -1490610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1490611.000000 Penalty: 949.142517
	Iteration 22Q: 3 clusters Score -1490611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1490611.000000 Penalty: 949.142517
	Iteration 23F: 3 clusters Score -1490611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -99642.523438 Penalty: 352.496002
	Iteration 0F: 2 clusters Score -99642.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -97993.304688 Penalty: 704.992004
	Iteration 0F: 3 clusters Score -97993.3 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -98549.156250 Penalty: 704.992004
	Iteration 1F: 3 clusters Score -98549.16 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -98670.710938 Penalty: 704.992004
	Iteration 2F: 3 clusters Score -98670.71 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -98782.601562 Penalty: 704.992004
	Iteration 3F: 3 clusters Score -98782.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -98903.132812 Penalty: 704.992004
	Iteration 4F: 3 clusters Score -98903.13 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -99031.375000 Penalty: 704.992004
	Iteration 5F: 3 clusters Score -99031.38 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -99152.742188 Penalty: 704.992004
	Iteration 6F: 3 clusters Score -99152.74 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -99241.523438 Penalty: 704.992004
	Iteration 7Q: 3 clusters Score -99241.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -99293.351562 Penalty: 704.992004
	Iteration 8Q: 3 clusters Score -99293.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -99324.460938 Penalty: 704.992004
	Iteration 9Q: 3 clusters Score -99324.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -99340.859375 Penalty: 704.992004
	Iteration 10Q: 3 clusters Score -99340.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -99357.328125 Penalty: 704.992004
	Iteration 11Q: 3 clusters Score -99357.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -99361.125000 Penalty: 704.992004
	Iteration 12Q: 3 clusters Score -99361.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -99364.515625 Penalty: 704.992004
	Iteration 13Q: 3 clusters Score -99364.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -99367.429688 Penalty: 704.992004
	Iteration 14Q: 3 clusters Score -99367.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -99372.992188 Penalty: 704.992004
	Iteration 15Q: 3 clusters Score -99372.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -99375.921875 Penalty: 704.992004
	Iteration 16Q: 3 clusters Score -99375.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -99376.789062 Penalty: 704.992004
	Iteration 17Q: 3 clusters Score -99376.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -99376.789062 Penalty: 704.992004
	Iteration 18F: 3 clusters Score -99376.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (143478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Entering Unmasked Estep 
Score: -6650944.500000 Penalty: 540.264099
	Iteration 0F: 2 clusters Score -6650944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -6554385.500000 Penalty: 1080.528198
	Iteration 0F: 3 clusters Score -6554386 nChanged 70393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -6596466.000000 Penalty: 1080.528198
	Iteration 1F: 3 clusters Score -6596466 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -6597663.500000 Penalty: 1080.528198
	Iteration 2Q: 3 clusters Score -6597664 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -6599567.500000 Penalty: 1080.528198
	Iteration 3Q: 3 clusters Score -6599568 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -6602803.500000 Penalty: 1080.528198
	Iteration 4Q: 3 clusters Score -6602804 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -6608335.500000 Penalty: 1080.528198
	Iteration 5F: 3 clusters Score -6608336 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -6616742.000000 Penalty: 1080.528198
	Iteration 6F: 3 clusters Score -6616742 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -6626825.500000 Penalty: 1080.528198
	Iteration 7F: 3 clusters Score -6626826 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -6633523.000000 Penalty: 1080.528198
	Iteration 8F: 3 clusters Score -6633523 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -6636290.500000 Penalty: 1080.528198
	Iteration 9Q: 3 clusters Score -6636290 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -6637757.000000 Penalty: 1080.528198
	Iteration 10Q: 3 clusters Score -6637757 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -6639001.500000 Penalty: 1080.528198
	Iteration 11Q: 3 clusters Score -6639002 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -6640194.000000 Penalty: 1080.528198
	Iteration 12Q: 3 clusters Score -6640194 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -6641156.000000 Penalty: 1080.528198
	Iteration 13Q: 3 clusters Score -6641156 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -6641921.500000 Penalty: 1080.528198
	Iteration 14Q: 3 clusters Score -6641922 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -6642478.500000 Penalty: 1080.528198
	Iteration 15Q: 3 clusters Score -6642478 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -6642860.500000 Penalty: 1080.528198
	Iteration 16Q: 3 clusters Score -6642860 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -6643072.000000 Penalty: 1080.528198
	Iteration 17Q: 3 clusters Score -6643072 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -6643240.500000 Penalty: 1080.528198
	Iteration 18Q: 3 clusters Score -6643240 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -6643300.000000 Penalty: 1080.528198
	Iteration 19Q: 3 clusters Score -6643300 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -6643405.000000 Penalty: 1080.528198
	Iteration 20F: 3 clusters Score -6643405 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -6643444.000000 Penalty: 1080.528198
	Iteration 21Q: 3 clusters Score -6643444 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -6643485.500000 Penalty: 1080.528198
	Iteration 22Q: 3 clusters Score -6643486 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -6643521.500000 Penalty: 1080.528198
	Iteration 23Q: 3 clusters Score -6643522 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -6643529.500000 Penalty: 1080.528198
	Iteration 24Q: 3 clusters Score -6643530 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -6643561.500000 Penalty: 1080.528198
	Iteration 25Q: 3 clusters Score -6643562 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
Score: -6643583.000000 Penalty: 1080.528198
	Iteration 26Q: 3 clusters Score -6643583 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -6643614.500000 Penalty: 1080.528198
	Iteration 27Q: 3 clusters Score -6643614 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -6643636.500000 Penalty: 1080.528198
	Iteration 28Q: 3 clusters Score -6643636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -6643669.500000 Penalty: 1080.528198
	Iteration 29Q: 3 clusters Score -6643670 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -6643712.000000 Penalty: 1080.528198
	Iteration 30Q: 3 clusters Score -6643712 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -6643751.000000 Penalty: 1080.528198
	Iteration 31Q: 3 clusters Score -6643751 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -6643782.500000 Penalty: 1080.528198
	Iteration 32Q: 3 clusters Score -6643782 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -6643807.500000 Penalty: 1080.528198
	Iteration 33Q: 3 clusters Score -6643808 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 106311 members 
Entering Unmasked Estep 
Score: -6643860.500000 Penalty: 1080.528198
	Iteration 34Q: 3 clusters Score -6643860 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -6643908.500000 Penalty: 1080.528198
	Iteration 35Q: 3 clusters Score -6643908 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -6643924.500000 Penalty: 1080.528198
	Iteration 36Q: 3 clusters Score -6643924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -6643968.500000 Penalty: 1080.528198
	Iteration 37Q: 3 clusters Score -6643968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -6644008.500000 Penalty: 1080.528198
	Iteration 38Q: 3 clusters Score -6644008 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -6644054.000000 Penalty: 1080.528198
	Iteration 39Q: 3 clusters Score -6644054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -6644114.000000 Penalty: 1080.528198
	Iteration 40F: 3 clusters Score -6644114 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 109357 members 
Entering Unmasked Estep 
Score: -6644159.500000 Penalty: 1080.528198
	Iteration 41Q: 3 clusters Score -6644160 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 109833 members 
Entering Unmasked Estep 
Score: -6644223.500000 Penalty: 1080.528198
	Iteration 42Q: 3 clusters Score -6644224 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -6644268.000000 Penalty: 1080.528198
	Iteration 43Q: 3 clusters Score -6644268 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -6644331.500000 Penalty: 1080.528198
	Iteration 44Q: 3 clusters Score -6644332 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -6644381.000000 Penalty: 1080.528198
	Iteration 45Q: 3 clusters Score -6644381 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
Score: -6644455.000000 Penalty: 1080.528198
	Iteration 46Q: 3 clusters Score -6644455 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 112254 members 
Entering Unmasked Estep 
Score: -6644521.000000 Penalty: 1080.528198
	Iteration 47Q: 3 clusters Score -6644521 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -6644567.500000 Penalty: 1080.528198
	Iteration 48Q: 3 clusters Score -6644568 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -6644630.000000 Penalty: 1080.528198
	Iteration 49Q: 3 clusters Score -6644630 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -6644689.000000 Penalty: 1080.528198
	Iteration 50Q: 3 clusters Score -6644689 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 114194 members 
Entering Unmasked Estep 
Score: -6644752.000000 Penalty: 1080.528198
	Iteration 51Q: 3 clusters Score -6644752 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -6644810.500000 Penalty: 1080.528198
	Iteration 52Q: 3 clusters Score -6644810 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -6644890.000000 Penalty: 1080.528198
	Iteration 53Q: 3 clusters Score -6644890 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -6644958.000000 Penalty: 1080.528198
	Iteration 54Q: 3 clusters Score -6644958 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 116216 members 
Entering Unmasked Estep 
Score: -6645041.500000 Penalty: 1080.528198
	Iteration 55Q: 3 clusters Score -6645042 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -6645100.500000 Penalty: 1080.528198
	Iteration 56Q: 3 clusters Score -6645100 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 117267 members 
Entering Unmasked Estep 
Score: -6645187.500000 Penalty: 1080.528198
	Iteration 57Q: 3 clusters Score -6645188 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 117802 members 
Entering Unmasked Estep 
Score: -6645237.000000 Penalty: 1080.528198
	Iteration 58Q: 3 clusters Score -6645237 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -6645359.000000 Penalty: 1080.528198
	Iteration 59Q: 3 clusters Score -6645359 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -6645444.000000 Penalty: 1080.528198
	Iteration 60F: 3 clusters Score -6645444 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -6645529.000000 Penalty: 1080.528198
	Iteration 61Q: 3 clusters Score -6645529 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -6645617.500000 Penalty: 1080.528198
	Iteration 62Q: 3 clusters Score -6645618 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 120701 members 
Entering Unmasked Estep 
Score: -6645677.000000 Penalty: 1080.528198
	Iteration 63Q: 3 clusters Score -6645677 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 121283 members 
Entering Unmasked Estep 
Score: -6645763.500000 Penalty: 1080.528198
	Iteration 64Q: 3 clusters Score -6645764 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -6645894.500000 Penalty: 1080.528198
	Iteration 65Q: 3 clusters Score -6645894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -6646020.500000 Penalty: 1080.528198
	Iteration 66Q: 3 clusters Score -6646020 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
Score: -6646145.000000 Penalty: 1080.528198
	Iteration 67Q: 3 clusters Score -6646145 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -6646258.500000 Penalty: 1080.528198
	Iteration 68Q: 3 clusters Score -6646258 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 124611 members 
Entering Unmasked Estep 
Score: -6646344.000000 Penalty: 1080.528198
	Iteration 69Q: 3 clusters Score -6646344 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -6646493.500000 Penalty: 1080.528198
	Iteration 70Q: 3 clusters Score -6646494 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -6646629.500000 Penalty: 1080.528198
	Iteration 71Q: 3 clusters Score -6646630 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -6646823.000000 Penalty: 1080.528198
	Iteration 72Q: 3 clusters Score -6646823 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 127442 members 
Entering Unmasked Estep 
Score: -6646951.500000 Penalty: 1080.528198
	Iteration 73Q: 3 clusters Score -6646952 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 128134 members 
Entering Unmasked Estep 
Score: -6647158.000000 Penalty: 1080.528198
	Iteration 74Q: 3 clusters Score -6647158 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -6647377.000000 Penalty: 1080.528198
	Iteration 75Q: 3 clusters Score -6647377 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -6647531.500000 Penalty: 1080.528198
	Iteration 76Q: 3 clusters Score -6647532 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 130450 members 
Entering Unmasked Estep 
Score: -6647746.000000 Penalty: 1080.528198
	Iteration 77Q: 3 clusters Score -6647746 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -6647961.000000 Penalty: 1080.528198
	Iteration 78Q: 3 clusters Score -6647961 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 131881 members 
Entering Unmasked Estep 
Score: -6648113.000000 Penalty: 1080.528198
	Iteration 79Q: 3 clusters Score -6648113 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 132599 members 
Entering Unmasked Estep 
Score: -6648328.000000 Penalty: 1080.528198
	Iteration 80F: 3 clusters Score -6648328 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -6648487.500000 Penalty: 1080.528198
	Iteration 81Q: 3 clusters Score -6648488 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 133947 members 
Entering Unmasked Estep 
Score: -6648652.500000 Penalty: 1080.528198
	Iteration 82Q: 3 clusters Score -6648652 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 134556 members 
Entering Unmasked Estep 
Score: -6648837.000000 Penalty: 1080.528198
	Iteration 83Q: 3 clusters Score -6648837 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 135130 members 
Entering Unmasked Estep 
Score: -6648980.500000 Penalty: 1080.528198
	Iteration 84Q: 3 clusters Score -6648980 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 135727 members 
Entering Unmasked Estep 
Score: -6649165.500000 Penalty: 1080.528198
	Iteration 85Q: 3 clusters Score -6649166 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -6649292.000000 Penalty: 1080.528198
	Iteration 86Q: 3 clusters Score -6649292 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 136844 members 
Entering Unmasked Estep 
Score: -6649456.000000 Penalty: 1080.528198
	Iteration 87Q: 3 clusters Score -6649456 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 137419 members 
Entering Unmasked Estep 
Score: -6649631.000000 Penalty: 1080.528198
	Iteration 88Q: 3 clusters Score -6649631 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -6649777.500000 Penalty: 1080.528198
	Iteration 89Q: 3 clusters Score -6649778 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 138490 members 
Entering Unmasked Estep 
Score: -6649917.500000 Penalty: 1080.528198
	Iteration 90Q: 3 clusters Score -6649918 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 139005 members 
Entering Unmasked Estep 
Score: -6650060.000000 Penalty: 1080.528198
	Iteration 91Q: 3 clusters Score -6650060 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 139451 members 
Entering Unmasked Estep 
Score: -6650177.500000 Penalty: 1080.528198
	Iteration 92Q: 3 clusters Score -6650178 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 139867 members 
Entering Unmasked Estep 
Score: -6650282.000000 Penalty: 1080.528198
	Iteration 93Q: 3 clusters Score -6650282 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -6650400.000000 Penalty: 1080.528198
	Iteration 94Q: 3 clusters Score -6650400 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -6650464.500000 Penalty: 1080.528198
	Iteration 95Q: 3 clusters Score -6650464 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -6650555.000000 Penalty: 1080.528198
	Iteration 96Q: 3 clusters Score -6650555 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 141286 members 
Entering Unmasked Estep 
Score: -6650645.000000 Penalty: 1080.528198
	Iteration 97Q: 3 clusters Score -6650645 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -6650667.500000 Penalty: 1080.528198
	Iteration 98Q: 3 clusters Score -6650668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 141759 members 
Entering Unmasked Estep 
Score: -6650711.000000 Penalty: 1080.528198
	Iteration 99Q: 3 clusters Score -6650711 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 141915 members 
Entering Unmasked Estep 
Score: -6650726.000000 Penalty: 1080.528198
	Iteration 100F: 3 clusters Score -6650726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 142031 members 
Entering Unmasked Estep 
Score: -6650763.000000 Penalty: 1080.528198
	Iteration 101Q: 3 clusters Score -6650763 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -6650778.500000 Penalty: 1080.528198
	Iteration 102Q: 3 clusters Score -6650778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -6650794.000000 Penalty: 1080.528198
	Iteration 103Q: 3 clusters Score -6650794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -6650813.500000 Penalty: 1080.528198
	Iteration 104Q: 3 clusters Score -6650814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -6650805.000000 Penalty: 1080.528198
	Iteration 105Q: 3 clusters Score -6650805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 142473 members 
Entering Unmasked Estep 
Score: -6650828.000000 Penalty: 1080.528198
	Iteration 106Q: 3 clusters Score -6650828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -6650835.000000 Penalty: 1080.528198
	Iteration 107Q: 3 clusters Score -6650835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -6650833.500000 Penalty: 1080.528198
	Iteration 108Q: 3 clusters Score -6650834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -6650853.500000 Penalty: 1080.528198
	Iteration 109Q: 3 clusters Score -6650854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 142658 members 
Entering Unmasked Estep 
Score: -6650867.500000 Penalty: 1080.528198
	Iteration 110Q: 3 clusters Score -6650868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -6650862.000000 Penalty: 1080.528198
	Iteration 111Q: 3 clusters Score -6650862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 142715 members 
Entering Unmasked Estep 
Score: -6650856.500000 Penalty: 1080.528198
	Iteration 112Q: 3 clusters Score -6650856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 142732 members 
Entering Unmasked Estep 
Score: -6650859.500000 Penalty: 1080.528198
	Iteration 113Q: 3 clusters Score -6650860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -6650858.500000 Penalty: 1080.528198
	Iteration 114Q: 3 clusters Score -6650858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -6650857.500000 Penalty: 1080.528198
	Iteration 115Q: 3 clusters Score -6650858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -6650856.500000 Penalty: 1080.528198
	Iteration 116Q: 3 clusters Score -6650856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -6650859.500000 Penalty: 1080.528198
	Iteration 117Q: 3 clusters Score -6650860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -6650860.000000 Penalty: 1080.528198
	Iteration 118Q: 3 clusters Score -6650860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -6650851.000000 Penalty: 1080.528198
	Iteration 119Q: 3 clusters Score -6650851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 142777 members 
Entering Unmasked Estep 
Score: -6650852.000000 Penalty: 1080.528198
	Iteration 120F: 3 clusters Score -6650852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 142782 members 
Entering Unmasked Estep 
Score: -6650858.500000 Penalty: 1080.528198
	Iteration 121Q: 3 clusters Score -6650858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -6650853.500000 Penalty: 1080.528198
	Iteration 122Q: 3 clusters Score -6650854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -6650853.500000 Penalty: 1080.528198
	Iteration 123F: 3 clusters Score -6650854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15646.108398 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15646.11 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15720.197266 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15741.159180 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15741.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15755.024414 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15755.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15769.443359 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15769.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15774.186523 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15774.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15775.131836 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15775.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15775.294922 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15775.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15775.294922 Penalty: 538.619324
	Iteration 8F: 3 clusters Score -15775.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8902.161133 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8902.161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8958.952148 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8958.952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8977.444336 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8977.444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8981.604492 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8981.604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8982.334961 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8982.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8982.334961 Penalty: 485.715973
	Iteration 5F: 3 clusters Score -8982.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -67702.539062 Penalty: 332.447174
	Iteration 0F: 2 clusters Score -67702.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -66611.367188 Penalty: 664.894348
	Iteration 0F: 3 clusters Score -66611.37 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66980.523438 Penalty: 664.894348
	Iteration 1F: 3 clusters Score -66980.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -67048.109375 Penalty: 664.894348
	Iteration 2F: 3 clusters Score -67048.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67097.734375 Penalty: 664.894348
	Iteration 3F: 3 clusters Score -67097.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67144.226562 Penalty: 664.894348
	Iteration 4Q: 3 clusters Score -67144.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67181.929688 Penalty: 664.894348
	Iteration 5Q: 3 clusters Score -67181.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67220.789062 Penalty: 664.894348
	Iteration 6Q: 3 clusters Score -67220.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67242.789062 Penalty: 664.894348
	Iteration 7Q: 3 clusters Score -67242.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -67254.382812 Penalty: 664.894348
	Iteration 8Q: 3 clusters Score -67254.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67264.125000 Penalty: 664.894348
	Iteration 9Q: 3 clusters Score -67264.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67277.039062 Penalty: 664.894348
	Iteration 10Q: 3 clusters Score -67277.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -67284.976562 Penalty: 664.894348
	Iteration 11Q: 3 clusters Score -67284.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67287.929688 Penalty: 664.894348
	Iteration 12Q: 3 clusters Score -67287.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -67290.757812 Penalty: 664.894348
	Iteration 13Q: 3 clusters Score -67290.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67296.164062 Penalty: 664.894348
	Iteration 14Q: 3 clusters Score -67296.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67299.968750 Penalty: 664.894348
	Iteration 15Q: 3 clusters Score -67299.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -67305.031250 Penalty: 664.894348
	Iteration 16Q: 3 clusters Score -67305.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -67309.195312 Penalty: 664.894348
	Iteration 17Q: 3 clusters Score -67309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -67312.367188 Penalty: 664.894348
	Iteration 18Q: 3 clusters Score -67312.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67313.500000 Penalty: 664.894348
	Iteration 19Q: 3 clusters Score -67313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67313.898438 Penalty: 664.894348
	Iteration 20F: 3 clusters Score -67313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67314.828125 Penalty: 664.894348
	Iteration 21Q: 3 clusters Score -67314.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67315.562500 Penalty: 664.894348
	Iteration 22Q: 3 clusters Score -67315.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -67317.054688 Penalty: 664.894348
	Iteration 23Q: 3 clusters Score -67317.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67318.578125 Penalty: 664.894348
	Iteration 24Q: 3 clusters Score -67318.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67320.093750 Penalty: 664.894348
	Iteration 25Q: 3 clusters Score -67320.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67320.671875 Penalty: 664.894348
	Iteration 26Q: 3 clusters Score -67320.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67321.164062 Penalty: 664.894348
	Iteration 27Q: 3 clusters Score -67321.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67321.625000 Penalty: 664.894348
	Iteration 28Q: 3 clusters Score -67321.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67321.656250 Penalty: 664.894348
	Iteration 29Q: 3 clusters Score -67321.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -67321.945312 Penalty: 664.894348
	Iteration 30Q: 3 clusters Score -67321.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -67321.945312 Penalty: 664.894348
	Iteration 31F: 3 clusters Score -67321.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -109222.218750 Penalty: 352.220001
	Iteration 0F: 2 clusters Score -109222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107605.218750 Penalty: 704.440002
	Iteration 0F: 3 clusters Score -107605.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -108134.476562 Penalty: 704.440002
	Iteration 1F: 3 clusters Score -108134.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -108183.546875 Penalty: 704.440002
	Iteration 2F: 3 clusters Score -108183.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108217.945312 Penalty: 704.440002
	Iteration 3Q: 3 clusters Score -108217.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -108251.015625 Penalty: 704.440002
	Iteration 4Q: 3 clusters Score -108251 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108281.710938 Penalty: 704.440002
	Iteration 5Q: 3 clusters Score -108281.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108326.984375 Penalty: 704.440002
	Iteration 6Q: 3 clusters Score -108327 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -108396.554688 Penalty: 704.440002
	Iteration 7Q: 3 clusters Score -108396.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -108462.085938 Penalty: 704.440002
	Iteration 8Q: 3 clusters Score -108462.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108534.164062 Penalty: 704.440002
	Iteration 9Q: 3 clusters Score -108534.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108596.484375 Penalty: 704.440002
	Iteration 10Q: 3 clusters Score -108596.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108658.515625 Penalty: 704.440002
	Iteration 11Q: 3 clusters Score -108658.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108726.007812 Penalty: 704.440002
	Iteration 12Q: 3 clusters Score -108726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -108775.695312 Penalty: 704.440002
	Iteration 13Q: 3 clusters Score -108775.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -108814.820312 Penalty: 704.440002
	Iteration 14Q: 3 clusters Score -108814.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -108844.867188 Penalty: 704.440002
	Iteration 15Q: 3 clusters Score -108844.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -108867.265625 Penalty: 704.440002
	Iteration 16Q: 3 clusters Score -108867.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -108883.812500 Penalty: 704.440002
	Iteration 17Q: 3 clusters Score -108883.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -108894.695312 Penalty: 704.440002
	Iteration 18Q: 3 clusters Score -108894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -108907.976562 Penalty: 704.440002
	Iteration 19Q: 3 clusters Score -108908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -108914.226562 Penalty: 704.440002
	Iteration 20F: 3 clusters Score -108914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -108917.937500 Penalty: 704.440002
	Iteration 21Q: 3 clusters Score -108917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -108918.429688 Penalty: 704.440002
	Iteration 22Q: 3 clusters Score -108918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -108920.187500 Penalty: 704.440002
	Iteration 23Q: 3 clusters Score -108920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -108920.570312 Penalty: 704.440002
	Iteration 24Q: 3 clusters Score -108920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -108920.570312 Penalty: 704.440002
	Iteration 25F: 3 clusters Score -108920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -200361.265625 Penalty: 381.591614
	Iteration 0F: 2 clusters Score -200361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -197372.609375 Penalty: 763.183228
	Iteration 0F: 3 clusters Score -197372.6 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -198626.109375 Penalty: 763.183228
	Iteration 1F: 3 clusters Score -198626.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -198847.125000 Penalty: 763.183228
	Iteration 2F: 3 clusters Score -198847.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -199051.687500 Penalty: 763.183228
	Iteration 3F: 3 clusters Score -199051.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -199269.062500 Penalty: 763.183228
	Iteration 4F: 3 clusters Score -199269.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -199473.812500 Penalty: 763.183228
	Iteration 5F: 3 clusters Score -199473.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -199652.250000 Penalty: 763.183228
	Iteration 6Q: 3 clusters Score -199652.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -199795.140625 Penalty: 763.183228
	Iteration 7Q: 3 clusters Score -199795.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -199875.500000 Penalty: 763.183228
	Iteration 8Q: 3 clusters Score -199875.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -199918.484375 Penalty: 763.183228
	Iteration 9Q: 3 clusters Score -199918.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -199950.328125 Penalty: 763.183228
	Iteration 10Q: 3 clusters Score -199950.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -199966.953125 Penalty: 763.183228
	Iteration 11Q: 3 clusters Score -199967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -199981.406250 Penalty: 763.183228
	Iteration 12Q: 3 clusters Score -199981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -199988.953125 Penalty: 763.183228
	Iteration 13Q: 3 clusters Score -199989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -199993.203125 Penalty: 763.183228
	Iteration 14Q: 3 clusters Score -199993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -199994.437500 Penalty: 763.183228
	Iteration 15Q: 3 clusters Score -199994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -199996.750000 Penalty: 763.183228
	Iteration 16Q: 3 clusters Score -199996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -199998.828125 Penalty: 763.183228
	Iteration 17Q: 3 clusters Score -199998.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -200001.593750 Penalty: 763.183228
	Iteration 18Q: 3 clusters Score -200001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -200003.500000 Penalty: 763.183228
	Iteration 19Q: 3 clusters Score -200003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -200004.171875 Penalty: 763.183228
	Iteration 20F: 3 clusters Score -200004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -200004.609375 Penalty: 763.183228
	Iteration 21Q: 3 clusters Score -200004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -200005.406250 Penalty: 763.183228
	Iteration 22Q: 3 clusters Score -200005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -200007.125000 Penalty: 763.183228
	Iteration 23Q: 3 clusters Score -200007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -200007.937500 Penalty: 763.183228
	Iteration 24Q: 3 clusters Score -200007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -200008.390625 Penalty: 763.183228
	Iteration 25Q: 3 clusters Score -200008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -200009.125000 Penalty: 763.183228
	Iteration 26Q: 3 clusters Score -200009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -200009.515625 Penalty: 763.183228
	Iteration 27Q: 3 clusters Score -200009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -200009.406250 Penalty: 763.183228
	Iteration 28Q: 3 clusters Score -200009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -200009.406250 Penalty: 763.183228
	Iteration 29F: 3 clusters Score -200009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Entering Unmasked Estep 
Score: -2852486.250000 Penalty: 499.888611
	Iteration 0F: 2 clusters Score -2852486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -2812726.250000 Penalty: 999.777222
	Iteration 0F: 3 clusters Score -2812726 nChanged 28532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -2830702.500000 Penalty: 999.777222
	Iteration 1F: 3 clusters Score -2830702 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2831967.750000 Penalty: 999.777222
	Iteration 2Q: 3 clusters Score -2831968 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2833874.500000 Penalty: 999.777222
	Iteration 3F: 3 clusters Score -2833874 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2836649.750000 Penalty: 999.777222
	Iteration 4F: 3 clusters Score -2836650 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2840238.500000 Penalty: 999.777222
	Iteration 5F: 3 clusters Score -2840238 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2843932.500000 Penalty: 999.777222
	Iteration 6F: 3 clusters Score -2843932 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2847048.250000 Penalty: 999.777222
	Iteration 7F: 3 clusters Score -2847048 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2849133.500000 Penalty: 999.777222
	Iteration 8Q: 3 clusters Score -2849134 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2850324.500000 Penalty: 999.777222
	Iteration 9Q: 3 clusters Score -2850324 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2850999.000000 Penalty: 999.777222
	Iteration 10Q: 3 clusters Score -2850999 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2851347.000000 Penalty: 999.777222
	Iteration 11Q: 3 clusters Score -2851347 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2851583.000000 Penalty: 999.777222
	Iteration 12Q: 3 clusters Score -2851583 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2851733.750000 Penalty: 999.777222
	Iteration 13Q: 3 clusters Score -2851734 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2851824.500000 Penalty: 999.777222
	Iteration 14Q: 3 clusters Score -2851824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2851878.750000 Penalty: 999.777222
	Iteration 15Q: 3 clusters Score -2851879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2851928.000000 Penalty: 999.777222
	Iteration 16Q: 3 clusters Score -2851928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2851966.250000 Penalty: 999.777222
	Iteration 17Q: 3 clusters Score -2851966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2851994.000000 Penalty: 999.777222
	Iteration 18Q: 3 clusters Score -2851994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2852010.500000 Penalty: 999.777222
	Iteration 19Q: 3 clusters Score -2852010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2852031.500000 Penalty: 999.777222
	Iteration 20F: 3 clusters Score -2852032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2852044.250000 Penalty: 999.777222
	Iteration 21Q: 3 clusters Score -2852044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2852058.500000 Penalty: 999.777222
	Iteration 22Q: 3 clusters Score -2852058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2852073.250000 Penalty: 999.777222
	Iteration 23Q: 3 clusters Score -2852073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2852084.000000 Penalty: 999.777222
	Iteration 24Q: 3 clusters Score -2852084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2852093.250000 Penalty: 999.777222
	Iteration 25Q: 3 clusters Score -2852093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2852097.750000 Penalty: 999.777222
	Iteration 26Q: 3 clusters Score -2852098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2852106.000000 Penalty: 999.777222
	Iteration 27Q: 3 clusters Score -2852106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2852120.750000 Penalty: 999.777222
	Iteration 28Q: 3 clusters Score -2852121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2852116.250000 Penalty: 999.777222
	Iteration 29Q: 3 clusters Score -2852116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2852114.750000 Penalty: 999.777222
	Iteration 30Q: 3 clusters Score -2852115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2852113.750000 Penalty: 999.777222
	Iteration 31Q: 3 clusters Score -2852114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2852112.250000 Penalty: 999.777222
	Iteration 32Q: 3 clusters Score -2852112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2852115.750000 Penalty: 999.777222
	Iteration 33Q: 3 clusters Score -2852116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2852114.000000 Penalty: 999.777222
	Iteration 34Q: 3 clusters Score -2852114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2852114.000000 Penalty: 999.777222
	Iteration 35F: 3 clusters Score -2852114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -20180.216797 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -20180.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19717.000000 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -19717 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19832.648438 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -19832.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19870.259766 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -19870.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19897.794922 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -19897.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19918.937500 Penalty: 557.346191
	Iteration 4F: 3 clusters Score -19918.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19932.425781 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -19932.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19951.296875 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -19951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19964.210938 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -19964.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19973.119141 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -19973.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19980.152344 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -19980.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19986.083984 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -19986.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19994.216797 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -19994.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20001.765625 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -20001.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20006.919922 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -20006.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20008.720703 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -20008.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20008.984375 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -20008.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20009.652344 Penalty: 557.346191
	Iteration 16F: 3 clusters Score -20009.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20035.437500 Penalty: 557.346191
	Iteration 17Q: 3 clusters Score -20035.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20037.171875 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -20037.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20037.935547 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -20037.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20040.093750 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -20040.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20041.011719 Penalty: 557.346191
	Iteration 21Q: 3 clusters Score -20041.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20042.943359 Penalty: 557.346191
	Iteration 22Q: 3 clusters Score -20042.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20044.523438 Penalty: 557.346191
	Iteration 23Q: 3 clusters Score -20044.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20045.906250 Penalty: 557.346191
	Iteration 24Q: 3 clusters Score -20045.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20045.906250 Penalty: 557.346191
	Iteration 25F: 3 clusters Score -20045.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Entering Unmasked Estep 
Score: -1117114.625000 Penalty: 457.184937
	Iteration 0F: 2 clusters Score -1117115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1101628.125000 Penalty: 914.369873
	Iteration 0F: 3 clusters Score -1101628 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1108217.125000 Penalty: 914.369873
	Iteration 1F: 3 clusters Score -1108217 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1108932.500000 Penalty: 914.369873
	Iteration 2F: 3 clusters Score -1108932 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1110123.375000 Penalty: 914.369873
	Iteration 3F: 3 clusters Score -1110123 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1111728.000000 Penalty: 914.369873
	Iteration 4F: 3 clusters Score -1111728 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1113392.750000 Penalty: 914.369873
	Iteration 5F: 3 clusters Score -1113393 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1114654.875000 Penalty: 914.369873
	Iteration 6F: 3 clusters Score -1114655 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -1115430.500000 Penalty: 914.369873
	Iteration 7Q: 3 clusters Score -1115430 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1115861.125000 Penalty: 914.369873
	Iteration 8Q: 3 clusters Score -1115861 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -1116127.750000 Penalty: 914.369873
	Iteration 9Q: 3 clusters Score -1116128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1116293.000000 Penalty: 914.369873
	Iteration 10Q: 3 clusters Score -1116293 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1116399.875000 Penalty: 914.369873
	Iteration 11Q: 3 clusters Score -1116400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1116478.625000 Penalty: 914.369873
	Iteration 12Q: 3 clusters Score -1116479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -1116532.375000 Penalty: 914.369873
	Iteration 13Q: 3 clusters Score -1116532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1116581.000000 Penalty: 914.369873
	Iteration 14Q: 3 clusters Score -1116581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1116610.375000 Penalty: 914.369873
	Iteration 15Q: 3 clusters Score -1116610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -1116641.625000 Penalty: 914.369873
	Iteration 16Q: 3 clusters Score -1116642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1116659.500000 Penalty: 914.369873
	Iteration 17Q: 3 clusters Score -1116660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1116672.750000 Penalty: 914.369873
	Iteration 18Q: 3 clusters Score -1116673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1116679.750000 Penalty: 914.369873
	Iteration 19Q: 3 clusters Score -1116680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -1116689.250000 Penalty: 914.369873
	Iteration 20F: 3 clusters Score -1116689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -1116698.250000 Penalty: 914.369873
	Iteration 21Q: 3 clusters Score -1116698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1116710.000000 Penalty: 914.369873
	Iteration 22Q: 3 clusters Score -1116710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -1116726.625000 Penalty: 914.369873
	Iteration 23Q: 3 clusters Score -1116727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -1116731.125000 Penalty: 914.369873
	Iteration 24Q: 3 clusters Score -1116731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1116743.625000 Penalty: 914.369873
	Iteration 25Q: 3 clusters Score -1116744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -1116751.125000 Penalty: 914.369873
	Iteration 26Q: 3 clusters Score -1116751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1116757.250000 Penalty: 914.369873
	Iteration 27Q: 3 clusters Score -1116757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1116764.750000 Penalty: 914.369873
	Iteration 28Q: 3 clusters Score -1116765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -1116771.750000 Penalty: 914.369873
	Iteration 29Q: 3 clusters Score -1116772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1116787.500000 Penalty: 914.369873
	Iteration 30Q: 3 clusters Score -1116788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1116796.125000 Penalty: 914.369873
	Iteration 31Q: 3 clusters Score -1116796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -1116805.125000 Penalty: 914.369873
	Iteration 32Q: 3 clusters Score -1116805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1116809.875000 Penalty: 914.369873
	Iteration 33Q: 3 clusters Score -1116810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -1116813.375000 Penalty: 914.369873
	Iteration 34Q: 3 clusters Score -1116813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1116815.625000 Penalty: 914.369873
	Iteration 35Q: 3 clusters Score -1116816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1116821.000000 Penalty: 914.369873
	Iteration 36Q: 3 clusters Score -1116821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1116823.875000 Penalty: 914.369873
	Iteration 37Q: 3 clusters Score -1116824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1116824.375000 Penalty: 914.369873
	Iteration 38Q: 3 clusters Score -1116824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1116823.375000 Penalty: 914.369873
	Iteration 39Q: 3 clusters Score -1116823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -1116825.500000 Penalty: 914.369873
	Iteration 40F: 3 clusters Score -1116826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1116826.375000 Penalty: 914.369873
	Iteration 41Q: 3 clusters Score -1116826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1116827.125000 Penalty: 914.369873
	Iteration 42Q: 3 clusters Score -1116827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -1116827.125000 Penalty: 914.369873
	Iteration 43Q: 3 clusters Score -1116827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1116828.500000 Penalty: 914.369873
	Iteration 44Q: 3 clusters Score -1116828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1116830.625000 Penalty: 914.369873
	Iteration 45Q: 3 clusters Score -1116831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1116831.000000 Penalty: 914.369873
	Iteration 46Q: 3 clusters Score -1116831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1116831.125000 Penalty: 914.369873
	Iteration 47Q: 3 clusters Score -1116831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1116831.875000 Penalty: 914.369873
	Iteration 48Q: 3 clusters Score -1116832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1116833.250000 Penalty: 914.369873
	Iteration 49Q: 3 clusters Score -1116833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1116832.750000 Penalty: 914.369873
	Iteration 50Q: 3 clusters Score -1116833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1116832.750000 Penalty: 914.369873
	Iteration 51F: 3 clusters Score -1116833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6391.321289 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6391.321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6452.186035 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6452.186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6480.566895 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6480.567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6495.768066 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6495.768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6517.378906 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6517.379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6552.473145 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6552.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6556.537109 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6556.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6562.218750 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6562.219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6562.218750 Penalty: 470.514038
	Iteration 8F: 3 clusters Score -6562.219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2939.210693 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2939.211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2967.379150 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2967.379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2972.635986 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2972.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2972.635986 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -2972.636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5773.653809 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5773.654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5899.048828 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5899.049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5915.583984 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5915.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5915.961914 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5915.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5915.961914 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -5915.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 128890 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 6 contains 97916 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143478 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 59075 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23110 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236832.000000 Penalty: 14972.122070
Iteration 359Q: 26 clusters Score -2.323683e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 128942 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 97921 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33866 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143449 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 59076 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23091 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236862.000000 Penalty: 14972.122070
Iteration 360F: 26 clusters Score -2.323686e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 128974 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 97919 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33872 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 143437 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 59063 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23080 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236884.000000 Penalty: 14972.122070
Iteration 361Q: 26 clusters Score -2.323688e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 128995 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 97913 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33875 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 143452 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 59045 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23063 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236866.000000 Penalty: 14972.122070
Iteration 362Q: 26 clusters Score -2.323687e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 129013 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7012 members 
Mstep: Class 6 contains 97910 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33880 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 143456 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 59031 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23054 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236824.000000 Penalty: 14972.122070
Iteration 363Q: 26 clusters Score -2.323682e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 129031 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7009 members 
Mstep: Class 6 contains 97899 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33883 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143474 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 59012 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23038 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236780.000000 Penalty: 14972.122070
Iteration 364Q: 26 clusters Score -2.323678e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4749 members 
Mstep: Class 3 contains 129054 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 97888 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33891 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143484 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4383 members 
Mstep: Class 20 contains 58997 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23023 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236794.000000 Penalty: 14972.122070
Iteration 365Q: 26 clusters Score -2.323679e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 129093 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 97879 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33892 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143487 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 58982 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23008 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236798.000000 Penalty: 14972.122070
Iteration 366Q: 26 clusters Score -2.32368e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4752 members 
Mstep: Class 3 contains 129126 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 97872 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33902 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 143472 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4380 members 
Mstep: Class 20 contains 58977 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 23000 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236742.000000 Penalty: 14972.122070
Iteration 367Q: 26 clusters Score -2.323674e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 129175 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 97866 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33909 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 143438 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4379 members 
Mstep: Class 20 contains 58980 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22985 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236752.000000 Penalty: 14972.122070
Iteration 368Q: 26 clusters Score -2.323675e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 129225 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6975 members 
Mstep: Class 6 contains 97854 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33914 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 143405 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4382 members 
Mstep: Class 20 contains 58986 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22972 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236744.000000 Penalty: 14972.122070
Iteration 369Q: 26 clusters Score -2.323674e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 129277 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6965 members 
Mstep: Class 6 contains 97857 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2313 members 
Mstep: Class 14 contains 143359 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 58993 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22960 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236760.000000 Penalty: 14972.122070
Iteration 370Q: 26 clusters Score -2.323676e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4767 members 
Mstep: Class 3 contains 129330 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6957 members 
Mstep: Class 6 contains 97865 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33923 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 143320 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22948 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236796.000000 Penalty: 14972.122070
Iteration 371Q: 26 clusters Score -2.32368e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129386 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 97871 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33929 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 143279 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58982 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22935 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236768.000000 Penalty: 14972.122070
Iteration 372Q: 26 clusters Score -2.323677e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129430 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 97873 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33943 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 143237 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58975 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22927 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236812.000000 Penalty: 14972.122070
Iteration 373Q: 26 clusters Score -2.323681e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129468 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 97875 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33954 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 143202 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58970 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22918 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236804.000000 Penalty: 14972.122070
Iteration 374Q: 26 clusters Score -2.32368e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129498 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 97879 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33961 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 143177 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58966 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22907 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236850.000000 Penalty: 14972.122070
Iteration 375Q: 26 clusters Score -2.323685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129528 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 97880 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33960 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 143156 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 58968 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22899 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236856.000000 Penalty: 14972.122070
Iteration 376Q: 26 clusters Score -2.323686e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129572 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 6 contains 97879 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33954 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 143135 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58969 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22888 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236848.000000 Penalty: 14972.122070
Iteration 377Q: 26 clusters Score -2.323685e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129615 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 97876 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33943 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 143128 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58966 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22878 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236822.000000 Penalty: 14972.122070
Iteration 378Q: 26 clusters Score -2.323682e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129641 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 97879 members 
Mstep: Class 7 contains 4305 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33930 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 143130 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58966 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22866 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236810.000000 Penalty: 14972.122070
Iteration 379Q: 26 clusters Score -2.323681e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129668 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 97883 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33921 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 143127 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58963 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22854 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236772.000000 Penalty: 14972.122070
Iteration 380F: 26 clusters Score -2.323677e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129699 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6898 members 
Mstep: Class 6 contains 97895 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 143107 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58956 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22844 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236776.000000 Penalty: 14972.122070
Iteration 381Q: 26 clusters Score -2.323678e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129735 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6893 members 
Mstep: Class 6 contains 97908 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33903 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 143087 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58954 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22833 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236804.000000 Penalty: 14972.122070
Iteration 382Q: 26 clusters Score -2.32368e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129774 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 97915 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33898 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 143066 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58949 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22822 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236804.000000 Penalty: 14972.122070
Iteration 383Q: 26 clusters Score -2.32368e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129814 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 97921 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33896 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 143036 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1500 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58947 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22812 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236782.000000 Penalty: 14972.122070
Iteration 384Q: 26 clusters Score -2.323678e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129847 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6883 members 
Mstep: Class 6 contains 97933 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33894 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 143008 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58942 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22801 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236780.000000 Penalty: 14972.122070
Iteration 385Q: 26 clusters Score -2.323678e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129879 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6881 members 
Mstep: Class 6 contains 97944 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33884 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142987 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58940 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22790 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236764.000000 Penalty: 14972.122070
Iteration 386Q: 26 clusters Score -2.323676e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129896 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 97951 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33874 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142984 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58940 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22778 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236740.000000 Penalty: 14972.122070
Iteration 387Q: 26 clusters Score -2.323674e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129911 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 97953 members 
Mstep: Class 7 contains 4302 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142983 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58942 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22769 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236734.000000 Penalty: 14972.122070
Iteration 388Q: 26 clusters Score -2.323673e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129938 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6877 members 
Mstep: Class 6 contains 97955 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33859 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142972 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58940 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22761 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236706.000000 Penalty: 14972.122070
Iteration 389Q: 26 clusters Score -2.323671e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129973 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6874 members 
Mstep: Class 6 contains 97960 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33854 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142951 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1502 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58939 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22748 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236730.000000 Penalty: 14972.122070
Iteration 390Q: 26 clusters Score -2.323673e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 129994 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6871 members 
Mstep: Class 6 contains 97968 members 
Mstep: Class 7 contains 4299 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33849 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142937 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58942 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22739 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236692.000000 Penalty: 14972.122070
Iteration 391Q: 26 clusters Score -2.323669e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 130032 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6865 members 
Mstep: Class 6 contains 97970 members 
Mstep: Class 7 contains 4300 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33843 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142928 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58937 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22723 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236692.000000 Penalty: 14972.122070
Iteration 392Q: 26 clusters Score -2.323669e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 130082 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6859 members 
Mstep: Class 6 contains 97971 members 
Mstep: Class 7 contains 4297 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33843 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 142911 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58935 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22697 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236712.000000 Penalty: 14972.122070
Iteration 393Q: 26 clusters Score -2.323671e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 130118 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 97980 members 
Mstep: Class 7 contains 4295 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33844 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142888 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58936 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22677 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236698.000000 Penalty: 14972.122070
Iteration 394Q: 26 clusters Score -2.32367e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 130152 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 97991 members 
Mstep: Class 7 contains 4294 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33851 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 142868 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 58937 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22653 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236714.000000 Penalty: 14972.122070
Iteration 395Q: 26 clusters Score -2.323671e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 130182 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 97995 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33862 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 142854 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 20 contains 58944 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22627 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236730.000000 Penalty: 14972.122070
Iteration 396Q: 26 clusters Score -2.323673e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 130229 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 98000 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33871 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 142832 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 58944 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236722.000000 Penalty: 14972.122070
Iteration 397Q: 26 clusters Score -2.323672e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 130295 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 98003 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33872 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142808 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58943 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22556 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236710.000000 Penalty: 14972.122070
Iteration 398Q: 26 clusters Score -2.323671e+07 nChanged 189
Entering ConstructFrom: 
Score: -23236710.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -11687.666992 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -11687.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11337.831055 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -11337.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11446.883789 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -11446.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11469.159180 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -11469.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11480.560547 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -11480.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11491.198242 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -11491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11492.967773 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -11492.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11494.690430 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -11494.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11495.653320 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -11495.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11496.178711 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -11496.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11497.695312 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -11497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11499.924805 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -11499.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11503.322266 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -11503.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11514.777344 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -11514.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11520.499023 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -11520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11524.505859 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -11524.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11524.841797 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -11524.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11524.841797 Penalty: 525.766357
	Iteration 16F: 3 clusters Score -11524.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -215768.078125 Penalty: 385.418243
	Iteration 0F: 2 clusters Score -215768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -212542.281250 Penalty: 770.836487
	Iteration 0F: 3 clusters Score -212542.3 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -213873.078125 Penalty: 770.836487
	Iteration 1F: 3 clusters Score -213873.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -214142.812500 Penalty: 770.836487
	Iteration 2F: 3 clusters Score -214142.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -214438.250000 Penalty: 770.836487
	Iteration 3F: 3 clusters Score -214438.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -214756.156250 Penalty: 770.836487
	Iteration 4F: 3 clusters Score -214756.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -215032.765625 Penalty: 770.836487
	Iteration 5F: 3 clusters Score -215032.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -215176.343750 Penalty: 770.836487
	Iteration 6Q: 3 clusters Score -215176.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -215251.953125 Penalty: 770.836487
	Iteration 7Q: 3 clusters Score -215252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -215285.968750 Penalty: 770.836487
	Iteration 8Q: 3 clusters Score -215286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -215305.500000 Penalty: 770.836487
	Iteration 9Q: 3 clusters Score -215305.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -215315.265625 Penalty: 770.836487
	Iteration 10Q: 3 clusters Score -215315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -215320.125000 Penalty: 770.836487
	Iteration 11Q: 3 clusters Score -215320.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -215326.656250 Penalty: 770.836487
	Iteration 12Q: 3 clusters Score -215326.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -215334.109375 Penalty: 770.836487
	Iteration 13Q: 3 clusters Score -215334.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -215342.390625 Penalty: 770.836487
	Iteration 14Q: 3 clusters Score -215342.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -215354.281250 Penalty: 770.836487
	Iteration 15Q: 3 clusters Score -215354.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -215362.968750 Penalty: 770.836487
	Iteration 16Q: 3 clusters Score -215363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -215369.078125 Penalty: 770.836487
	Iteration 17Q: 3 clusters Score -215369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -215379.296875 Penalty: 770.836487
	Iteration 18Q: 3 clusters Score -215379.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -215383.671875 Penalty: 770.836487
	Iteration 19Q: 3 clusters Score -215383.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -215395.000000 Penalty: 770.836487
	Iteration 20F: 3 clusters Score -215395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -215406.390625 Penalty: 770.836487
	Iteration 21Q: 3 clusters Score -215406.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -215417.406250 Penalty: 770.836487
	Iteration 22Q: 3 clusters Score -215417.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -215425.156250 Penalty: 770.836487
	Iteration 23Q: 3 clusters Score -215425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -215431.859375 Penalty: 770.836487
	Iteration 24Q: 3 clusters Score -215431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -215436.906250 Penalty: 770.836487
	Iteration 25Q: 3 clusters Score -215436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -215443.218750 Penalty: 770.836487
	Iteration 26Q: 3 clusters Score -215443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -215445.406250 Penalty: 770.836487
	Iteration 27Q: 3 clusters Score -215445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -215447.796875 Penalty: 770.836487
	Iteration 28Q: 3 clusters Score -215447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -215450.765625 Penalty: 770.836487
	Iteration 29Q: 3 clusters Score -215450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -215455.546875 Penalty: 770.836487
	Iteration 30Q: 3 clusters Score -215455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -215459.562500 Penalty: 770.836487
	Iteration 31Q: 3 clusters Score -215459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -215460.875000 Penalty: 770.836487
	Iteration 32Q: 3 clusters Score -215460.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -215461.312500 Penalty: 770.836487
	Iteration 33Q: 3 clusters Score -215461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -215462.093750 Penalty: 770.836487
	Iteration 34Q: 3 clusters Score -215462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -215462.078125 Penalty: 770.836487
	Iteration 35Q: 3 clusters Score -215462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -215462.078125 Penalty: 770.836487
	Iteration 36F: 3 clusters Score -215462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (130339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Entering Unmasked Estep 
Score: -6036566.000000 Penalty: 535.894165
	Iteration 0F: 2 clusters Score -6036566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -5947582.000000 Penalty: 1071.788330
	Iteration 0F: 3 clusters Score -5947582 nChanged 64272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -5987472.500000 Penalty: 1071.788330
	Iteration 1F: 3 clusters Score -5987472 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -5990445.500000 Penalty: 1071.788330
	Iteration 2F: 3 clusters Score -5990446 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -5996157.500000 Penalty: 1071.788330
	Iteration 3F: 3 clusters Score -5996158 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 102065 members 
Entering Unmasked Estep 
Score: -6006218.500000 Penalty: 1071.788330
	Iteration 4F: 3 clusters Score -6006218 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -6019538.000000 Penalty: 1071.788330
	Iteration 5F: 3 clusters Score -6019538 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -6030109.500000 Penalty: 1071.788330
	Iteration 6F: 3 clusters Score -6030110 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -6034612.000000 Penalty: 1071.788330
	Iteration 7Q: 3 clusters Score -6034612 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -6035762.500000 Penalty: 1071.788330
	Iteration 8Q: 3 clusters Score -6035762 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
Score: -6036030.500000 Penalty: 1071.788330
	Iteration 9Q: 3 clusters Score -6036030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130232 members 
Entering Unmasked Estep 
Score: -6036116.500000 Penalty: 1071.788330
	Iteration 10Q: 3 clusters Score -6036116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 130249 members 
Entering Unmasked Estep 
Score: -6036141.500000 Penalty: 1071.788330
	Iteration 11Q: 3 clusters Score -6036142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -6036146.500000 Penalty: 1071.788330
	Iteration 12Q: 3 clusters Score -6036146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -6036152.000000 Penalty: 1071.788330
	Iteration 13Q: 3 clusters Score -6036152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -6036159.500000 Penalty: 1071.788330
	Iteration 14Q: 3 clusters Score -6036160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -6036167.000000 Penalty: 1071.788330
	Iteration 15Q: 3 clusters Score -6036167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -6036175.000000 Penalty: 1071.788330
	Iteration 16Q: 3 clusters Score -6036175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130258 members 
Entering Unmasked Estep 
Score: -6036175.500000 Penalty: 1071.788330
	Iteration 17Q: 3 clusters Score -6036176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -6036176.000000 Penalty: 1071.788330
	Iteration 18Q: 3 clusters Score -6036176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -6036180.000000 Penalty: 1071.788330
	Iteration 19F: 3 clusters Score -6036180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -6036184.500000 Penalty: 1071.788330
	Iteration 20F: 3 clusters Score -6036184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -35967.671875 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -35967.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -35229.988281 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -35229.99 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -35468.214844 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -35468.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35573.683594 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -35573.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35675.328125 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -35675.33 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35751.562500 Penalty: 615.932861
	Iteration 4F: 3 clusters Score -35751.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35790.390625 Penalty: 615.932861
	Iteration 5F: 3 clusters Score -35790.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35811.101562 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -35811.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35820.277344 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -35820.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35827.195312 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -35827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35831.011719 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -35831.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35834.515625 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -35834.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35834.515625 Penalty: 615.932861
	Iteration 11F: 3 clusters Score -35834.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -334137.781250 Penalty: 401.616425
	Iteration 0F: 2 clusters Score -334137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -329581.156250 Penalty: 803.232849
	Iteration 0F: 3 clusters Score -329581.2 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -331427.187500 Penalty: 803.232849
	Iteration 1F: 3 clusters Score -331427.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -331677.687500 Penalty: 803.232849
	Iteration 2F: 3 clusters Score -331677.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -332015.375000 Penalty: 803.232849
	Iteration 3F: 3 clusters Score -332015.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -332457.906250 Penalty: 803.232849
	Iteration 4F: 3 clusters Score -332457.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -332932.437500 Penalty: 803.232849
	Iteration 5F: 3 clusters Score -332932.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -333356.375000 Penalty: 803.232849
	Iteration 6F: 3 clusters Score -333356.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -333555.750000 Penalty: 803.232849
	Iteration 7Q: 3 clusters Score -333555.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -333618.500000 Penalty: 803.232849
	Iteration 8Q: 3 clusters Score -333618.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -333648.781250 Penalty: 803.232849
	Iteration 9Q: 3 clusters Score -333648.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -333670.875000 Penalty: 803.232849
	Iteration 10Q: 3 clusters Score -333670.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -333684.468750 Penalty: 803.232849
	Iteration 11Q: 3 clusters Score -333684.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -333692.750000 Penalty: 803.232849
	Iteration 12Q: 3 clusters Score -333692.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -333699.875000 Penalty: 803.232849
	Iteration 13Q: 3 clusters Score -333699.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -333707.531250 Penalty: 803.232849
	Iteration 14Q: 3 clusters Score -333707.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -333716.406250 Penalty: 803.232849
	Iteration 15Q: 3 clusters Score -333716.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -333725.593750 Penalty: 803.232849
	Iteration 16Q: 3 clusters Score -333725.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -333738.187500 Penalty: 803.232849
	Iteration 17Q: 3 clusters Score -333738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -333755.718750 Penalty: 803.232849
	Iteration 18Q: 3 clusters Score -333755.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -333772.437500 Penalty: 803.232849
	Iteration 19Q: 3 clusters Score -333772.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -333785.593750 Penalty: 803.232849
	Iteration 20F: 3 clusters Score -333785.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -333805.750000 Penalty: 803.232849
	Iteration 21Q: 3 clusters Score -333805.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -333827.531250 Penalty: 803.232849
	Iteration 22Q: 3 clusters Score -333827.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -333845.218750 Penalty: 803.232849
	Iteration 23Q: 3 clusters Score -333845.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -333859.937500 Penalty: 803.232849
	Iteration 24Q: 3 clusters Score -333859.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -333871.906250 Penalty: 803.232849
	Iteration 25Q: 3 clusters Score -333871.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -333882.906250 Penalty: 803.232849
	Iteration 26Q: 3 clusters Score -333882.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -333891.437500 Penalty: 803.232849
	Iteration 27Q: 3 clusters Score -333891.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -333896.437500 Penalty: 803.232849
	Iteration 28Q: 3 clusters Score -333896.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -333898.750000 Penalty: 803.232849
	Iteration 29Q: 3 clusters Score -333898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -333902.593750 Penalty: 803.232849
	Iteration 30Q: 3 clusters Score -333902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -333905.250000 Penalty: 803.232849
	Iteration 31Q: 3 clusters Score -333905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -333905.875000 Penalty: 803.232849
	Iteration 32Q: 3 clusters Score -333905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -333908.218750 Penalty: 803.232849
	Iteration 33Q: 3 clusters Score -333908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -333909.093750 Penalty: 803.232849
	Iteration 34Q: 3 clusters Score -333909.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -333910.218750 Penalty: 803.232849
	Iteration 35Q: 3 clusters Score -333910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -333910.375000 Penalty: 803.232849
	Iteration 36Q: 3 clusters Score -333910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -333910.875000 Penalty: 803.232849
	Iteration 37Q: 3 clusters Score -333910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -333911.000000 Penalty: 803.232849
	Iteration 38Q: 3 clusters Score -333911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -333911.437500 Penalty: 803.232849
	Iteration 39Q: 3 clusters Score -333911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -333911.781250 Penalty: 803.232849
	Iteration 40F: 3 clusters Score -333911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -333912.812500 Penalty: 803.232849
	Iteration 41Q: 3 clusters Score -333912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -333913.906250 Penalty: 803.232849
	Iteration 42Q: 3 clusters Score -333913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -333914.500000 Penalty: 803.232849
	Iteration 43Q: 3 clusters Score -333914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -333915.312500 Penalty: 803.232849
	Iteration 44Q: 3 clusters Score -333915.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -333918.062500 Penalty: 803.232849
	Iteration 45Q: 3 clusters Score -333918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -333919.218750 Penalty: 803.232849
	Iteration 46Q: 3 clusters Score -333919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -333919.968750 Penalty: 803.232849
	Iteration 47Q: 3 clusters Score -333920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -333920.500000 Penalty: 803.232849
	Iteration 48Q: 3 clusters Score -333920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -333920.968750 Penalty: 803.232849
	Iteration 49Q: 3 clusters Score -333921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -333921.281250 Penalty: 803.232849
	Iteration 50Q: 3 clusters Score -333921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -333920.781250 Penalty: 803.232849
	Iteration 51Q: 3 clusters Score -333920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -333920.781250 Penalty: 803.232849
	Iteration 52F: 3 clusters Score -333920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Entering Unmasked Estep 
Score: -4606391.500000 Penalty: 522.924500
	Iteration 0F: 2 clusters Score -4606392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -4540926.500000 Penalty: 1045.848999
	Iteration 0F: 3 clusters Score -4540926 nChanged 47756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -4570297.000000 Penalty: 1045.848999
	Iteration 1F: 3 clusters Score -4570297 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4572733.000000 Penalty: 1045.848999
	Iteration 2F: 3 clusters Score -4572733 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4576809.500000 Penalty: 1045.848999
	Iteration 3F: 3 clusters Score -4576810 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4583126.500000 Penalty: 1045.848999
	Iteration 4F: 3 clusters Score -4583126 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4591040.500000 Penalty: 1045.848999
	Iteration 5F: 3 clusters Score -4591040 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4598344.500000 Penalty: 1045.848999
	Iteration 6F: 3 clusters Score -4598344 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4603112.500000 Penalty: 1045.848999
	Iteration 7Q: 3 clusters Score -4603112 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96987 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4605142.500000 Penalty: 1045.848999
	Iteration 8Q: 3 clusters Score -4605142 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4605724.500000 Penalty: 1045.848999
	Iteration 9Q: 3 clusters Score -4605724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97723 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4605910.500000 Penalty: 1045.848999
	Iteration 10Q: 3 clusters Score -4605910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4605952.000000 Penalty: 1045.848999
	Iteration 11Q: 3 clusters Score -4605952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4605962.000000 Penalty: 1045.848999
	Iteration 12Q: 3 clusters Score -4605962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97763 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4605972.000000 Penalty: 1045.848999
	Iteration 13Q: 3 clusters Score -4605972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4605985.000000 Penalty: 1045.848999
	Iteration 14Q: 3 clusters Score -4605985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4605985.500000 Penalty: 1045.848999
	Iteration 15Q: 3 clusters Score -4605986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4605990.500000 Penalty: 1045.848999
	Iteration 16Q: 3 clusters Score -4605990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4605993.500000 Penalty: 1045.848999
	Iteration 17Q: 3 clusters Score -4605994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4605996.000000 Penalty: 1045.848999
	Iteration 18Q: 3 clusters Score -4605996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4605994.000000 Penalty: 1045.848999
	Iteration 19Q: 3 clusters Score -4605994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4605993.500000 Penalty: 1045.848999
	Iteration 20F: 3 clusters Score -4605994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4605997.000000 Penalty: 1045.848999
	Iteration 21Q: 3 clusters Score -4605997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4605997.000000 Penalty: 1045.848999
	Iteration 22F: 3 clusters Score -4605997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -185462.062500 Penalty: 380.563934
	Iteration 0F: 2 clusters Score -185462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -182508.140625 Penalty: 761.127869
	Iteration 0F: 3 clusters Score -182508.1 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -183552.125000 Penalty: 761.127869
	Iteration 1F: 3 clusters Score -183552.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -183652.531250 Penalty: 761.127869
	Iteration 2F: 3 clusters Score -183652.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -183763.890625 Penalty: 761.127869
	Iteration 3F: 3 clusters Score -183763.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -183867.234375 Penalty: 761.127869
	Iteration 4F: 3 clusters Score -183867.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -183985.312500 Penalty: 761.127869
	Iteration 5Q: 3 clusters Score -183985.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -184126.171875 Penalty: 761.127869
	Iteration 6F: 3 clusters Score -184126.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -184324.515625 Penalty: 761.127869
	Iteration 7F: 3 clusters Score -184324.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -184588.484375 Penalty: 761.127869
	Iteration 8F: 3 clusters Score -184588.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -184774.859375 Penalty: 761.127869
	Iteration 9F: 3 clusters Score -184774.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -184895.640625 Penalty: 761.127869
	Iteration 10Q: 3 clusters Score -184895.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -184977.953125 Penalty: 761.127869
	Iteration 11Q: 3 clusters Score -184978 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -185036.375000 Penalty: 761.127869
	Iteration 12Q: 3 clusters Score -185036.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -185072.203125 Penalty: 761.127869
	Iteration 13Q: 3 clusters Score -185072.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -185090.234375 Penalty: 761.127869
	Iteration 14Q: 3 clusters Score -185090.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -185099.843750 Penalty: 761.127869
	Iteration 15Q: 3 clusters Score -185099.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -185108.875000 Penalty: 761.127869
	Iteration 16Q: 3 clusters Score -185108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -185115.890625 Penalty: 761.127869
	Iteration 17Q: 3 clusters Score -185115.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -185120.953125 Penalty: 761.127869
	Iteration 18Q: 3 clusters Score -185121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -185125.703125 Penalty: 761.127869
	Iteration 19Q: 3 clusters Score -185125.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -185130.203125 Penalty: 761.127869
	Iteration 20F: 3 clusters Score -185130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -185133.359375 Penalty: 761.127869
	Iteration 21Q: 3 clusters Score -185133.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -185138.312500 Penalty: 761.127869
	Iteration 22Q: 3 clusters Score -185138.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -185144.125000 Penalty: 761.127869
	Iteration 23Q: 3 clusters Score -185144.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -185149.703125 Penalty: 761.127869
	Iteration 24Q: 3 clusters Score -185149.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -185155.765625 Penalty: 761.127869
	Iteration 25Q: 3 clusters Score -185155.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -185161.343750 Penalty: 761.127869
	Iteration 26Q: 3 clusters Score -185161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -185164.546875 Penalty: 761.127869
	Iteration 27Q: 3 clusters Score -185164.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -185167.796875 Penalty: 761.127869
	Iteration 28Q: 3 clusters Score -185167.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -185170.234375 Penalty: 761.127869
	Iteration 29Q: 3 clusters Score -185170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -185173.968750 Penalty: 761.127869
	Iteration 30Q: 3 clusters Score -185174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -185176.796875 Penalty: 761.127869
	Iteration 31Q: 3 clusters Score -185176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -185180.437500 Penalty: 761.127869
	Iteration 32Q: 3 clusters Score -185180.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -185182.546875 Penalty: 761.127869
	Iteration 33Q: 3 clusters Score -185182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -185183.593750 Penalty: 761.127869
	Iteration 34Q: 3 clusters Score -185183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -185185.046875 Penalty: 761.127869
	Iteration 35Q: 3 clusters Score -185185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -185186.250000 Penalty: 761.127869
	Iteration 36Q: 3 clusters Score -185186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -185186.500000 Penalty: 761.127869
	Iteration 37Q: 3 clusters Score -185186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -185187.500000 Penalty: 761.127869
	Iteration 38Q: 3 clusters Score -185187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -185189.625000 Penalty: 761.127869
	Iteration 39Q: 3 clusters Score -185189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -185190.984375 Penalty: 761.127869
	Iteration 40F: 3 clusters Score -185191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -185192.546875 Penalty: 761.127869
	Iteration 41Q: 3 clusters Score -185192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -185193.187500 Penalty: 761.127869
	Iteration 42Q: 3 clusters Score -185193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -185193.390625 Penalty: 761.127869
	Iteration 43Q: 3 clusters Score -185193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -185194.093750 Penalty: 761.127869
	Iteration 44Q: 3 clusters Score -185194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -185194.078125 Penalty: 761.127869
	Iteration 45Q: 3 clusters Score -185194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -185194.250000 Penalty: 761.127869
	Iteration 46Q: 3 clusters Score -185194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -185194.703125 Penalty: 761.127869
	Iteration 47Q: 3 clusters Score -185194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -185194.921875 Penalty: 761.127869
	Iteration 48Q: 3 clusters Score -185194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -185194.921875 Penalty: 761.127869
	Iteration 49F: 3 clusters Score -185194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9224.342773 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9224.343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9296.175781 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9296.176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9307.317383 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9307.317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9311.406250 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9311.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9312.787109 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9312.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9312.787109 Penalty: 496.822296
	Iteration 5F: 3 clusters Score -9312.787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -152986.312500 Penalty: 365.619904
	Iteration 0F: 2 clusters Score -152986.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -150841.796875 Penalty: 731.239807
	Iteration 0F: 3 clusters Score -150841.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -151574.203125 Penalty: 731.239807
	Iteration 1F: 3 clusters Score -151574.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -151682.187500 Penalty: 731.239807
	Iteration 2F: 3 clusters Score -151682.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -151793.093750 Penalty: 731.239807
	Iteration 3F: 3 clusters Score -151793.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -151943.000000 Penalty: 731.239807
	Iteration 4F: 3 clusters Score -151943 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -152110.140625 Penalty: 731.239807
	Iteration 5F: 3 clusters Score -152110.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -152253.796875 Penalty: 731.239807
	Iteration 6F: 3 clusters Score -152253.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -152342.859375 Penalty: 731.239807
	Iteration 7Q: 3 clusters Score -152342.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -152388.921875 Penalty: 731.239807
	Iteration 8Q: 3 clusters Score -152388.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -152422.328125 Penalty: 731.239807
	Iteration 9Q: 3 clusters Score -152422.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -152453.203125 Penalty: 731.239807
	Iteration 10Q: 3 clusters Score -152453.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -152476.031250 Penalty: 731.239807
	Iteration 11Q: 3 clusters Score -152476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -152499.203125 Penalty: 731.239807
	Iteration 12Q: 3 clusters Score -152499.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -152517.578125 Penalty: 731.239807
	Iteration 13Q: 3 clusters Score -152517.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -152528.359375 Penalty: 731.239807
	Iteration 14Q: 3 clusters Score -152528.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152536.218750 Penalty: 731.239807
	Iteration 15Q: 3 clusters Score -152536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -152538.906250 Penalty: 731.239807
	Iteration 16Q: 3 clusters Score -152538.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -152541.218750 Penalty: 731.239807
	Iteration 17Q: 3 clusters Score -152541.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -152543.812500 Penalty: 731.239807
	Iteration 18Q: 3 clusters Score -152543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -152545.968750 Penalty: 731.239807
	Iteration 19Q: 3 clusters Score -152546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -152547.000000 Penalty: 731.239807
	Iteration 20F: 3 clusters Score -152547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -152547.375000 Penalty: 731.239807
	Iteration 21Q: 3 clusters Score -152547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -152547.937500 Penalty: 731.239807
	Iteration 22Q: 3 clusters Score -152547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -152548.515625 Penalty: 731.239807
	Iteration 23Q: 3 clusters Score -152548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -152548.453125 Penalty: 731.239807
	Iteration 24Q: 3 clusters Score -152548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152548.875000 Penalty: 731.239807
	Iteration 25Q: 3 clusters Score -152548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152549.234375 Penalty: 731.239807
	Iteration 26Q: 3 clusters Score -152549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -152550.343750 Penalty: 731.239807
	Iteration 27Q: 3 clusters Score -152550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152550.750000 Penalty: 731.239807
	Iteration 28Q: 3 clusters Score -152550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -152551.718750 Penalty: 731.239807
	Iteration 29Q: 3 clusters Score -152551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -152552.406250 Penalty: 731.239807
	Iteration 30Q: 3 clusters Score -152552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -152553.296875 Penalty: 731.239807
	Iteration 31Q: 3 clusters Score -152553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -152553.703125 Penalty: 731.239807
	Iteration 32Q: 3 clusters Score -152553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -152554.703125 Penalty: 731.239807
	Iteration 33Q: 3 clusters Score -152554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -152556.375000 Penalty: 731.239807
	Iteration 34Q: 3 clusters Score -152556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -152556.890625 Penalty: 731.239807
	Iteration 35Q: 3 clusters Score -152556.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -152557.796875 Penalty: 731.239807
	Iteration 36Q: 3 clusters Score -152557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -152559.218750 Penalty: 731.239807
	Iteration 37Q: 3 clusters Score -152559.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -152561.156250 Penalty: 731.239807
	Iteration 38Q: 3 clusters Score -152561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -152562.187500 Penalty: 731.239807
	Iteration 39Q: 3 clusters Score -152562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -152563.234375 Penalty: 731.239807
	Iteration 40F: 3 clusters Score -152563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -152564.562500 Penalty: 731.239807
	Iteration 41Q: 3 clusters Score -152564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -152565.062500 Penalty: 731.239807
	Iteration 42Q: 3 clusters Score -152565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -152565.937500 Penalty: 731.239807
	Iteration 43Q: 3 clusters Score -152565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -152566.406250 Penalty: 731.239807
	Iteration 44Q: 3 clusters Score -152566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152566.109375 Penalty: 731.239807
	Iteration 45Q: 3 clusters Score -152566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -152566.515625 Penalty: 731.239807
	Iteration 46Q: 3 clusters Score -152566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -152566.859375 Penalty: 731.239807
	Iteration 47Q: 3 clusters Score -152566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -152567.046875 Penalty: 731.239807
	Iteration 48Q: 3 clusters Score -152567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152567.562500 Penalty: 731.239807
	Iteration 49Q: 3 clusters Score -152567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -152567.875000 Penalty: 731.239807
	Iteration 50Q: 3 clusters Score -152567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -152568.203125 Penalty: 731.239807
	Iteration 51Q: 3 clusters Score -152568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -152568.625000 Penalty: 731.239807
	Iteration 52Q: 3 clusters Score -152568.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -152569.296875 Penalty: 731.239807
	Iteration 53Q: 3 clusters Score -152569.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -152570.078125 Penalty: 731.239807
	Iteration 54Q: 3 clusters Score -152570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152571.234375 Penalty: 731.239807
	Iteration 55Q: 3 clusters Score -152571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -152571.953125 Penalty: 731.239807
	Iteration 56Q: 3 clusters Score -152572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -152573.234375 Penalty: 731.239807
	Iteration 57Q: 3 clusters Score -152573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -152574.187500 Penalty: 731.239807
	Iteration 58Q: 3 clusters Score -152574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -152575.593750 Penalty: 731.239807
	Iteration 59Q: 3 clusters Score -152575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152577.718750 Penalty: 731.239807
	Iteration 60F: 3 clusters Score -152577.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -152579.343750 Penalty: 731.239807
	Iteration 61Q: 3 clusters Score -152579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152582.406250 Penalty: 731.239807
	Iteration 62Q: 3 clusters Score -152582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -152586.234375 Penalty: 731.239807
	Iteration 63Q: 3 clusters Score -152586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -152589.171875 Penalty: 731.239807
	Iteration 64Q: 3 clusters Score -152589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152593.000000 Penalty: 731.239807
	Iteration 65Q: 3 clusters Score -152593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -152595.750000 Penalty: 731.239807
	Iteration 66Q: 3 clusters Score -152595.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -152599.156250 Penalty: 731.239807
	Iteration 67Q: 3 clusters Score -152599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152600.546875 Penalty: 731.239807
	Iteration 68Q: 3 clusters Score -152600.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152601.078125 Penalty: 731.239807
	Iteration 69Q: 3 clusters Score -152601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152601.828125 Penalty: 731.239807
	Iteration 70Q: 3 clusters Score -152601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152602.812500 Penalty: 731.239807
	Iteration 71Q: 3 clusters Score -152602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -152603.125000 Penalty: 731.239807
	Iteration 72Q: 3 clusters Score -152603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152603.578125 Penalty: 731.239807
	Iteration 73Q: 3 clusters Score -152603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152604.062500 Penalty: 731.239807
	Iteration 74Q: 3 clusters Score -152604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152605.171875 Penalty: 731.239807
	Iteration 75Q: 3 clusters Score -152605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152606.203125 Penalty: 731.239807
	Iteration 76Q: 3 clusters Score -152606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -152607.046875 Penalty: 731.239807
	Iteration 77Q: 3 clusters Score -152607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -152607.625000 Penalty: 731.239807
	Iteration 78Q: 3 clusters Score -152607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -152608.265625 Penalty: 731.239807
	Iteration 79Q: 3 clusters Score -152608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152608.453125 Penalty: 731.239807
	Iteration 80F: 3 clusters Score -152608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152608.921875 Penalty: 731.239807
	Iteration 81Q: 3 clusters Score -152608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -152610.312500 Penalty: 731.239807
	Iteration 82Q: 3 clusters Score -152610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -152611.406250 Penalty: 731.239807
	Iteration 83Q: 3 clusters Score -152611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152611.890625 Penalty: 731.239807
	Iteration 84Q: 3 clusters Score -152611.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152611.812500 Penalty: 731.239807
	Iteration 85Q: 3 clusters Score -152611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152612.468750 Penalty: 731.239807
	Iteration 86Q: 3 clusters Score -152612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152612.500000 Penalty: 731.239807
	Iteration 87Q: 3 clusters Score -152612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152612.859375 Penalty: 731.239807
	Iteration 88Q: 3 clusters Score -152612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152614.000000 Penalty: 731.239807
	Iteration 89Q: 3 clusters Score -152614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152615.687500 Penalty: 731.239807
	Iteration 90Q: 3 clusters Score -152615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -152616.593750 Penalty: 731.239807
	Iteration 91Q: 3 clusters Score -152616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152617.015625 Penalty: 731.239807
	Iteration 92Q: 3 clusters Score -152617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152617.828125 Penalty: 731.239807
	Iteration 93Q: 3 clusters Score -152617.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -152618.171875 Penalty: 731.239807
	Iteration 94Q: 3 clusters Score -152618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152618.125000 Penalty: 731.239807
	Iteration 95Q: 3 clusters Score -152618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152618.593750 Penalty: 731.239807
	Iteration 96Q: 3 clusters Score -152618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152619.140625 Penalty: 731.239807
	Iteration 97Q: 3 clusters Score -152619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -152618.796875 Penalty: 731.239807
	Iteration 98Q: 3 clusters Score -152618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -152618.796875 Penalty: 731.239807
	Iteration 99F: 3 clusters Score -152618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28600.292969 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28600.29 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28881.373047 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28881.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28967.767578 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28967.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29028.175781 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -29028.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29089.013672 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29089.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29130.283203 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -29130.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29168.910156 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29168.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -29205.232422 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29205.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -29224.001953 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -29231.601562 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -29238.707031 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29238.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -29251.212891 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29251.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -29252.287109 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29252.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -29253.421875 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29253.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -29253.421875 Penalty: 598.711853
	Iteration 14F: 3 clusters Score -29253.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 130339 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 98012 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 142770 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58952 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22528 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 37 members 
Entering Unmasked Estep 
Score: -23236444.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23236710.000000 to -23236444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -32663.626953 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32663.63 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32851.347656 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32851.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -32886.847656 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32886.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -32917.281250 Penalty: 608.413391
	Iteration 3Q: 3 clusters Score -32917.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -32969.160156 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -32969.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -33016.808594 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33016.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -33036.859375 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33036.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -33054.835938 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33054.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -33071.843750 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33071.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -33095.632812 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33095.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -33118.621094 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33118.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -33138.503906 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33138.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -33148.605469 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33148.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -33160.179688 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33160.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -33167.125000 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33167.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -33169.796875 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -33170.011719 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33170.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33170.050781 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33170.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33170.050781 Penalty: 608.413391
	Iteration 18F: 3 clusters Score -33170.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Entering Unmasked Estep 
Score: -1491262.750000 Penalty: 474.587372
	Iteration 0F: 2 clusters Score -1491263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1468404.000000 Penalty: 949.174744
	Iteration 0F: 3 clusters Score -1468404 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1477861.125000 Penalty: 949.174744
	Iteration 1F: 3 clusters Score -1477861 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1478246.750000 Penalty: 949.174744
	Iteration 2Q: 3 clusters Score -1478247 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1478894.125000 Penalty: 949.174744
	Iteration 3Q: 3 clusters Score -1478894 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1480077.125000 Penalty: 949.174744
	Iteration 4F: 3 clusters Score -1480077 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -1482138.125000 Penalty: 949.174744
	Iteration 5F: 3 clusters Score -1482138 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -1485054.625000 Penalty: 949.174744
	Iteration 6F: 3 clusters Score -1485055 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -1487927.500000 Penalty: 949.174744
	Iteration 7F: 3 clusters Score -1487928 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -1489753.625000 Penalty: 949.174744
	Iteration 8F: 3 clusters Score -1489754 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -1490524.375000 Penalty: 949.174744
	Iteration 9Q: 3 clusters Score -1490524 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -1490769.125000 Penalty: 949.174744
	Iteration 10Q: 3 clusters Score -1490769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -1490858.000000 Penalty: 949.174744
	Iteration 11Q: 3 clusters Score -1490858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -1490884.375000 Penalty: 949.174744
	Iteration 12Q: 3 clusters Score -1490884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -1490892.000000 Penalty: 949.174744
	Iteration 13Q: 3 clusters Score -1490892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -1490900.000000 Penalty: 949.174744
	Iteration 14Q: 3 clusters Score -1490900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -1490903.500000 Penalty: 949.174744
	Iteration 15Q: 3 clusters Score -1490904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -1490905.000000 Penalty: 949.174744
	Iteration 16Q: 3 clusters Score -1490905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -1490906.500000 Penalty: 949.174744
	Iteration 17Q: 3 clusters Score -1490906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -1490917.125000 Penalty: 949.174744
	Iteration 18F: 3 clusters Score -1490917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -1490920.750000 Penalty: 949.174744
	Iteration 19Q: 3 clusters Score -1490921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -1490924.625000 Penalty: 949.174744
	Iteration 20F: 3 clusters Score -1490925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -1490924.500000 Penalty: 949.174744
	Iteration 21Q: 3 clusters Score -1490924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -1490925.875000 Penalty: 949.174744
	Iteration 22Q: 3 clusters Score -1490926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -1490928.625000 Penalty: 949.174744
	Iteration 23Q: 3 clusters Score -1490929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -1490928.625000 Penalty: 949.174744
	Iteration 24F: 3 clusters Score -1490929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -100238.531250 Penalty: 352.750793
	Iteration 0F: 2 clusters Score -100238.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -98598.273438 Penalty: 705.501587
	Iteration 0F: 3 clusters Score -98598.27 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -99116.335938 Penalty: 705.501587
	Iteration 1F: 3 clusters Score -99116.34 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -99240.640625 Penalty: 705.501587
	Iteration 2F: 3 clusters Score -99240.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -99349.421875 Penalty: 705.501587
	Iteration 3F: 3 clusters Score -99349.42 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -99467.796875 Penalty: 705.501587
	Iteration 4F: 3 clusters Score -99467.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99558.281250 Penalty: 705.501587
	Iteration 5F: 3 clusters Score -99558.28 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -99647.453125 Penalty: 705.501587
	Iteration 6F: 3 clusters Score -99647.45 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -99731.726562 Penalty: 705.501587
	Iteration 7Q: 3 clusters Score -99731.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99793.140625 Penalty: 705.501587
	Iteration 8Q: 3 clusters Score -99793.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99839.507812 Penalty: 705.501587
	Iteration 9Q: 3 clusters Score -99839.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99894.203125 Penalty: 705.501587
	Iteration 10Q: 3 clusters Score -99894.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99938.476562 Penalty: 705.501587
	Iteration 11Q: 3 clusters Score -99938.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99967.375000 Penalty: 705.501587
	Iteration 12Q: 3 clusters Score -99967.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100000.773438 Penalty: 705.501587
	Iteration 13Q: 3 clusters Score -100000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100037.281250 Penalty: 705.501587
	Iteration 14Q: 3 clusters Score -100037.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100052.296875 Penalty: 705.501587
	Iteration 15Q: 3 clusters Score -100052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100056.226562 Penalty: 705.501587
	Iteration 16Q: 3 clusters Score -100056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100061.687500 Penalty: 705.501587
	Iteration 17Q: 3 clusters Score -100061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100067.296875 Penalty: 705.501587
	Iteration 18Q: 3 clusters Score -100067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100069.000000 Penalty: 705.501587
	Iteration 19Q: 3 clusters Score -100069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100074.687500 Penalty: 705.501587
	Iteration 20F: 3 clusters Score -100074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100086.773438 Penalty: 705.501587
	Iteration 21Q: 3 clusters Score -100086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100089.250000 Penalty: 705.501587
	Iteration 22Q: 3 clusters Score -100089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100091.390625 Penalty: 705.501587
	Iteration 23Q: 3 clusters Score -100091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100092.054688 Penalty: 705.501587
	Iteration 24Q: 3 clusters Score -100092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100092.015625 Penalty: 705.501587
	Iteration 25Q: 3 clusters Score -100092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100092.015625 Penalty: 705.501587
	Iteration 26F: 3 clusters Score -100092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142770 members 
Entering Unmasked Estep 
Score: -6618924.000000 Penalty: 540.039062
	Iteration 0F: 2 clusters Score -6618924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -6522373.500000 Penalty: 1080.078125
	Iteration 0F: 3 clusters Score -6522374 nChanged 70101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -6563818.500000 Penalty: 1080.078125
	Iteration 1F: 3 clusters Score -6563818 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -6565157.000000 Penalty: 1080.078125
	Iteration 2Q: 3 clusters Score -6565157 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -6567744.000000 Penalty: 1080.078125
	Iteration 3Q: 3 clusters Score -6567744 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -6572354.000000 Penalty: 1080.078125
	Iteration 4F: 3 clusters Score -6572354 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -6580259.500000 Penalty: 1080.078125
	Iteration 5F: 3 clusters Score -6580260 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -6591304.000000 Penalty: 1080.078125
	Iteration 6F: 3 clusters Score -6591304 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -6602914.000000 Penalty: 1080.078125
	Iteration 7F: 3 clusters Score -6602914 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -6611103.500000 Penalty: 1080.078125
	Iteration 8F: 3 clusters Score -6611104 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 139116 members 
Entering Unmasked Estep 
Score: -6615535.500000 Penalty: 1080.078125
	Iteration 9Q: 3 clusters Score -6615536 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -6617310.000000 Penalty: 1080.078125
	Iteration 10Q: 3 clusters Score -6617310 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -6617978.500000 Penalty: 1080.078125
	Iteration 11Q: 3 clusters Score -6617978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 142080 members 
Entering Unmasked Estep 
Score: -6618268.000000 Penalty: 1080.078125
	Iteration 12Q: 3 clusters Score -6618268 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 142227 members 
Entering Unmasked Estep 
Score: -6618356.500000 Penalty: 1080.078125
	Iteration 13Q: 3 clusters Score -6618356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 142316 members 
Entering Unmasked Estep 
Score: -6618432.000000 Penalty: 1080.078125
	Iteration 14Q: 3 clusters Score -6618432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -6618463.000000 Penalty: 1080.078125
	Iteration 15Q: 3 clusters Score -6618463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 142410 members 
Entering Unmasked Estep 
Score: -6618493.000000 Penalty: 1080.078125
	Iteration 16Q: 3 clusters Score -6618493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
Score: -6618521.000000 Penalty: 1080.078125
	Iteration 17Q: 3 clusters Score -6618521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -6618536.000000 Penalty: 1080.078125
	Iteration 18Q: 3 clusters Score -6618536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -6618543.000000 Penalty: 1080.078125
	Iteration 19Q: 3 clusters Score -6618543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 142495 members 
Entering Unmasked Estep 
Score: -6618541.500000 Penalty: 1080.078125
	Iteration 20F: 3 clusters Score -6618542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -6618545.000000 Penalty: 1080.078125
	Iteration 21Q: 3 clusters Score -6618545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142512 members 
Entering Unmasked Estep 
Score: -6618545.500000 Penalty: 1080.078125
	Iteration 22Q: 3 clusters Score -6618546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -6618559.500000 Penalty: 1080.078125
	Iteration 23Q: 3 clusters Score -6618560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -6618559.500000 Penalty: 1080.078125
	Iteration 24Q: 3 clusters Score -6618560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 142538 members 
Entering Unmasked Estep 
Score: -6618566.000000 Penalty: 1080.078125
	Iteration 25Q: 3 clusters Score -6618566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142541 members 
Entering Unmasked Estep 
Score: -6618563.000000 Penalty: 1080.078125
	Iteration 26Q: 3 clusters Score -6618563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142544 members 
Entering Unmasked Estep 
Score: -6618568.000000 Penalty: 1080.078125
	Iteration 27Q: 3 clusters Score -6618568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 142546 members 
Entering Unmasked Estep 
Score: -6618573.000000 Penalty: 1080.078125
	Iteration 28Q: 3 clusters Score -6618573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 142546 members 
Entering Unmasked Estep 
Score: -6618570.000000 Penalty: 1080.078125
	Iteration 29Q: 3 clusters Score -6618570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -6618572.000000 Penalty: 1080.078125
	Iteration 30Q: 3 clusters Score -6618572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -6618572.000000 Penalty: 1080.078125
	Iteration 31F: 3 clusters Score -6618572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15648.417969 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15648.42 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15731.023438 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15731.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15753.808594 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15753.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15761.853516 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15761.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15764.839844 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15764.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15769.056641 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15769.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15770.835938 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15770.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15771.198242 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15771.902344 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15773.151367 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15773.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15773.262695 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15773.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15773.262695 Penalty: 538.619324
	Iteration 11F: 3 clusters Score -15773.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8891.150391 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8891.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8954.986328 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8954.986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8973.896484 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8973.896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8980.739258 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8980.739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8985.001953 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8985.002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8985.222656 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8985.223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8985.222656 Penalty: 485.715973
	Iteration 6F: 3 clusters Score -8985.223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -68396.781250 Penalty: 332.902954
	Iteration 0F: 2 clusters Score -68396.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67262.484375 Penalty: 665.805908
	Iteration 0F: 3 clusters Score -67262.48 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -67594.468750 Penalty: 665.805908
	Iteration 1F: 3 clusters Score -67594.47 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -67685.820312 Penalty: 665.805908
	Iteration 2F: 3 clusters Score -67685.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -67755.843750 Penalty: 665.805908
	Iteration 3F: 3 clusters Score -67755.84 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -67814.117188 Penalty: 665.805908
	Iteration 4F: 3 clusters Score -67814.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -67861.656250 Penalty: 665.805908
	Iteration 5F: 3 clusters Score -67861.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -67911.882812 Penalty: 665.805908
	Iteration 6Q: 3 clusters Score -67911.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -67957.242188 Penalty: 665.805908
	Iteration 7Q: 3 clusters Score -67957.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -67984.117188 Penalty: 665.805908
	Iteration 8Q: 3 clusters Score -67984.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -68007.687500 Penalty: 665.805908
	Iteration 9Q: 3 clusters Score -68007.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -68029.820312 Penalty: 665.805908
	Iteration 10Q: 3 clusters Score -68029.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -68040.218750 Penalty: 665.805908
	Iteration 11Q: 3 clusters Score -68040.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -68050.890625 Penalty: 665.805908
	Iteration 12Q: 3 clusters Score -68050.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -68054.187500 Penalty: 665.805908
	Iteration 13Q: 3 clusters Score -68054.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -68057.062500 Penalty: 665.805908
	Iteration 14Q: 3 clusters Score -68057.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -68060.523438 Penalty: 665.805908
	Iteration 15Q: 3 clusters Score -68060.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -68064.890625 Penalty: 665.805908
	Iteration 16Q: 3 clusters Score -68064.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -68068.210938 Penalty: 665.805908
	Iteration 17Q: 3 clusters Score -68068.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -68070.734375 Penalty: 665.805908
	Iteration 18Q: 3 clusters Score -68070.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -68072.617188 Penalty: 665.805908
	Iteration 19Q: 3 clusters Score -68072.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -68074.460938 Penalty: 665.805908
	Iteration 20F: 3 clusters Score -68074.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -68075.757812 Penalty: 665.805908
	Iteration 21Q: 3 clusters Score -68075.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68076.507812 Penalty: 665.805908
	Iteration 22Q: 3 clusters Score -68076.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -68076.554688 Penalty: 665.805908
	Iteration 23Q: 3 clusters Score -68076.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -68077.859375 Penalty: 665.805908
	Iteration 24Q: 3 clusters Score -68077.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68078.453125 Penalty: 665.805908
	Iteration 25Q: 3 clusters Score -68078.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68079.429688 Penalty: 665.805908
	Iteration 26Q: 3 clusters Score -68079.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68079.921875 Penalty: 665.805908
	Iteration 27Q: 3 clusters Score -68079.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -68080.234375 Penalty: 665.805908
	Iteration 28Q: 3 clusters Score -68080.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -68081.039062 Penalty: 665.805908
	Iteration 29Q: 3 clusters Score -68081.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -68081.710938 Penalty: 665.805908
	Iteration 30Q: 3 clusters Score -68081.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -68082.898438 Penalty: 665.805908
	Iteration 31Q: 3 clusters Score -68082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -68084.125000 Penalty: 665.805908
	Iteration 32Q: 3 clusters Score -68084.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -68087.546875 Penalty: 665.805908
	Iteration 33Q: 3 clusters Score -68087.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -68089.906250 Penalty: 665.805908
	Iteration 34Q: 3 clusters Score -68089.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -68090.554688 Penalty: 665.805908
	Iteration 35Q: 3 clusters Score -68090.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -68091.437500 Penalty: 665.805908
	Iteration 36Q: 3 clusters Score -68091.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -68092.031250 Penalty: 665.805908
	Iteration 37Q: 3 clusters Score -68092.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -68092.031250 Penalty: 665.805908
	Iteration 38F: 3 clusters Score -68092.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -109179.750000 Penalty: 352.200226
	Iteration 0F: 2 clusters Score -109179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -107505.023438 Penalty: 704.400452
	Iteration 0F: 3 clusters Score -107505 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -108084.820312 Penalty: 704.400452
	Iteration 1F: 3 clusters Score -108084.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -108195.796875 Penalty: 704.400452
	Iteration 2F: 3 clusters Score -108195.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -108327.367188 Penalty: 704.400452
	Iteration 3F: 3 clusters Score -108327.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -108463.453125 Penalty: 704.400452
	Iteration 4F: 3 clusters Score -108463.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -108592.296875 Penalty: 704.400452
	Iteration 5F: 3 clusters Score -108592.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -108697.257812 Penalty: 704.400452
	Iteration 6F: 3 clusters Score -108697.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -108776.281250 Penalty: 704.400452
	Iteration 7Q: 3 clusters Score -108776.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -108819.101562 Penalty: 704.400452
	Iteration 8Q: 3 clusters Score -108819.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -108847.109375 Penalty: 704.400452
	Iteration 9Q: 3 clusters Score -108847.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -108859.703125 Penalty: 704.400452
	Iteration 10Q: 3 clusters Score -108859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -108869.476562 Penalty: 704.400452
	Iteration 11Q: 3 clusters Score -108869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -108874.742188 Penalty: 704.400452
	Iteration 12Q: 3 clusters Score -108874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -108878.062500 Penalty: 704.400452
	Iteration 13Q: 3 clusters Score -108878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -108881.367188 Penalty: 704.400452
	Iteration 14Q: 3 clusters Score -108881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -108882.070312 Penalty: 704.400452
	Iteration 15Q: 3 clusters Score -108882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -108882.609375 Penalty: 704.400452
	Iteration 16Q: 3 clusters Score -108882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -108882.609375 Penalty: 704.400452
	Iteration 17F: 3 clusters Score -108882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -200491.000000 Penalty: 381.612366
	Iteration 0F: 2 clusters Score -200491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -197470.000000 Penalty: 763.224731
	Iteration 0F: 3 clusters Score -197470 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -198634.421875 Penalty: 763.224731
	Iteration 1F: 3 clusters Score -198634.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -198811.484375 Penalty: 763.224731
	Iteration 2F: 3 clusters Score -198811.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -199020.718750 Penalty: 763.224731
	Iteration 3F: 3 clusters Score -199020.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -199243.312500 Penalty: 763.224731
	Iteration 4F: 3 clusters Score -199243.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -199450.156250 Penalty: 763.224731
	Iteration 5F: 3 clusters Score -199450.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -199630.343750 Penalty: 763.224731
	Iteration 6F: 3 clusters Score -199630.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -199787.500000 Penalty: 763.224731
	Iteration 7F: 3 clusters Score -199787.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -199908.078125 Penalty: 763.224731
	Iteration 8Q: 3 clusters Score -199908.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -200004.406250 Penalty: 763.224731
	Iteration 9Q: 3 clusters Score -200004.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -200080.500000 Penalty: 763.224731
	Iteration 10Q: 3 clusters Score -200080.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -200140.562500 Penalty: 763.224731
	Iteration 11Q: 3 clusters Score -200140.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -200177.578125 Penalty: 763.224731
	Iteration 12Q: 3 clusters Score -200177.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -200201.109375 Penalty: 763.224731
	Iteration 13Q: 3 clusters Score -200201.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -200216.406250 Penalty: 763.224731
	Iteration 14Q: 3 clusters Score -200216.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -200225.359375 Penalty: 763.224731
	Iteration 15Q: 3 clusters Score -200225.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -200233.218750 Penalty: 763.224731
	Iteration 16Q: 3 clusters Score -200233.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -200242.203125 Penalty: 763.224731
	Iteration 17Q: 3 clusters Score -200242.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -200249.203125 Penalty: 763.224731
	Iteration 18Q: 3 clusters Score -200249.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -200252.078125 Penalty: 763.224731
	Iteration 19Q: 3 clusters Score -200252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -200255.265625 Penalty: 763.224731
	Iteration 20F: 3 clusters Score -200255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -200258.109375 Penalty: 763.224731
	Iteration 21Q: 3 clusters Score -200258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -200260.953125 Penalty: 763.224731
	Iteration 22Q: 3 clusters Score -200261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -200264.390625 Penalty: 763.224731
	Iteration 23Q: 3 clusters Score -200264.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -200268.046875 Penalty: 763.224731
	Iteration 24Q: 3 clusters Score -200268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200270.484375 Penalty: 763.224731
	Iteration 25Q: 3 clusters Score -200270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -200272.437500 Penalty: 763.224731
	Iteration 26Q: 3 clusters Score -200272.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -200275.312500 Penalty: 763.224731
	Iteration 27Q: 3 clusters Score -200275.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -200280.062500 Penalty: 763.224731
	Iteration 28Q: 3 clusters Score -200280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -200285.421875 Penalty: 763.224731
	Iteration 29Q: 3 clusters Score -200285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -200288.531250 Penalty: 763.224731
	Iteration 30Q: 3 clusters Score -200288.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -200290.250000 Penalty: 763.224731
	Iteration 31Q: 3 clusters Score -200290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -200291.375000 Penalty: 763.224731
	Iteration 32Q: 3 clusters Score -200291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -200292.875000 Penalty: 763.224731
	Iteration 33Q: 3 clusters Score -200292.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -200293.984375 Penalty: 763.224731
	Iteration 34Q: 3 clusters Score -200294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -200294.281250 Penalty: 763.224731
	Iteration 35Q: 3 clusters Score -200294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -200295.375000 Penalty: 763.224731
	Iteration 36Q: 3 clusters Score -200295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -200296.593750 Penalty: 763.224731
	Iteration 37Q: 3 clusters Score -200296.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -200299.109375 Penalty: 763.224731
	Iteration 38Q: 3 clusters Score -200299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -200300.093750 Penalty: 763.224731
	Iteration 39Q: 3 clusters Score -200300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -200301.375000 Penalty: 763.224731
	Iteration 40F: 3 clusters Score -200301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -200301.953125 Penalty: 763.224731
	Iteration 41Q: 3 clusters Score -200302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -200302.140625 Penalty: 763.224731
	Iteration 42Q: 3 clusters Score -200302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -200302.921875 Penalty: 763.224731
	Iteration 43Q: 3 clusters Score -200302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -200302.812500 Penalty: 763.224731
	Iteration 44Q: 3 clusters Score -200302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -200303.875000 Penalty: 763.224731
	Iteration 45Q: 3 clusters Score -200303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -200304.406250 Penalty: 763.224731
	Iteration 46Q: 3 clusters Score -200304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -200306.093750 Penalty: 763.224731
	Iteration 47Q: 3 clusters Score -200306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -200309.546875 Penalty: 763.224731
	Iteration 48Q: 3 clusters Score -200309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -200310.468750 Penalty: 763.224731
	Iteration 49Q: 3 clusters Score -200310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -200311.281250 Penalty: 763.224731
	Iteration 50Q: 3 clusters Score -200311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -200314.187500 Penalty: 763.224731
	Iteration 51Q: 3 clusters Score -200314.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -200316.640625 Penalty: 763.224731
	Iteration 52Q: 3 clusters Score -200316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -200318.109375 Penalty: 763.224731
	Iteration 53Q: 3 clusters Score -200318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -200318.656250 Penalty: 763.224731
	Iteration 54Q: 3 clusters Score -200318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -200318.953125 Penalty: 763.224731
	Iteration 55Q: 3 clusters Score -200319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -200319.890625 Penalty: 763.224731
	Iteration 56Q: 3 clusters Score -200319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -200321.078125 Penalty: 763.224731
	Iteration 57Q: 3 clusters Score -200321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -200321.359375 Penalty: 763.224731
	Iteration 58Q: 3 clusters Score -200321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -200321.406250 Penalty: 763.224731
	Iteration 59Q: 3 clusters Score -200321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -200321.515625 Penalty: 763.224731
	Iteration 60F: 3 clusters Score -200321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -200321.890625 Penalty: 763.224731
	Iteration 61Q: 3 clusters Score -200321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -200321.890625 Penalty: 763.224731
	Iteration 62F: 3 clusters Score -200321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Entering Unmasked Estep 
Score: -2846703.750000 Penalty: 499.793793
	Iteration 0F: 2 clusters Score -2846704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -2807162.000000 Penalty: 999.587585
	Iteration 0F: 3 clusters Score -2807162 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -2824467.000000 Penalty: 999.587585
	Iteration 1F: 3 clusters Score -2824467 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -2825772.500000 Penalty: 999.587585
	Iteration 2Q: 3 clusters Score -2825772 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -2828016.250000 Penalty: 999.587585
	Iteration 3F: 3 clusters Score -2828016 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -2831380.500000 Penalty: 999.587585
	Iteration 4F: 3 clusters Score -2831380 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -2835573.250000 Penalty: 999.587585
	Iteration 5F: 3 clusters Score -2835573 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -2839364.750000 Penalty: 999.587585
	Iteration 6F: 3 clusters Score -2839365 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -2841635.000000 Penalty: 999.587585
	Iteration 7Q: 3 clusters Score -2841635 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -2842671.500000 Penalty: 999.587585
	Iteration 8Q: 3 clusters Score -2842672 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -2843279.000000 Penalty: 999.587585
	Iteration 9Q: 3 clusters Score -2843279 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -2843798.000000 Penalty: 999.587585
	Iteration 10Q: 3 clusters Score -2843798 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -2844253.750000 Penalty: 999.587585
	Iteration 11Q: 3 clusters Score -2844254 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -2844686.000000 Penalty: 999.587585
	Iteration 12Q: 3 clusters Score -2844686 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -2845051.250000 Penalty: 999.587585
	Iteration 13Q: 3 clusters Score -2845051 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -2845431.750000 Penalty: 999.587585
	Iteration 14Q: 3 clusters Score -2845432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -2845693.000000 Penalty: 999.587585
	Iteration 15Q: 3 clusters Score -2845693 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -2845879.000000 Penalty: 999.587585
	Iteration 16Q: 3 clusters Score -2845879 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -2846017.000000 Penalty: 999.587585
	Iteration 17Q: 3 clusters Score -2846017 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -2846131.000000 Penalty: 999.587585
	Iteration 18Q: 3 clusters Score -2846131 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -2846201.500000 Penalty: 999.587585
	Iteration 19Q: 3 clusters Score -2846202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -2846256.750000 Penalty: 999.587585
	Iteration 20F: 3 clusters Score -2846257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 57142 members 
Entering Unmasked Estep 
Score: -2846293.000000 Penalty: 999.587585
	Iteration 21Q: 3 clusters Score -2846293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -2846334.250000 Penalty: 999.587585
	Iteration 22Q: 3 clusters Score -2846334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -2846379.750000 Penalty: 999.587585
	Iteration 23Q: 3 clusters Score -2846380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -2846398.500000 Penalty: 999.587585
	Iteration 24Q: 3 clusters Score -2846398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -2846414.250000 Penalty: 999.587585
	Iteration 25Q: 3 clusters Score -2846414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -2846438.750000 Penalty: 999.587585
	Iteration 26Q: 3 clusters Score -2846439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -2846453.250000 Penalty: 999.587585
	Iteration 27Q: 3 clusters Score -2846453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -2846465.000000 Penalty: 999.587585
	Iteration 28Q: 3 clusters Score -2846465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -2846474.250000 Penalty: 999.587585
	Iteration 29Q: 3 clusters Score -2846474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -2846480.750000 Penalty: 999.587585
	Iteration 30Q: 3 clusters Score -2846481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -2846487.250000 Penalty: 999.587585
	Iteration 31Q: 3 clusters Score -2846487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -2846491.750000 Penalty: 999.587585
	Iteration 32Q: 3 clusters Score -2846492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -2846496.500000 Penalty: 999.587585
	Iteration 33Q: 3 clusters Score -2846496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -2846495.750000 Penalty: 999.587585
	Iteration 34Q: 3 clusters Score -2846496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -2846492.750000 Penalty: 999.587585
	Iteration 35Q: 3 clusters Score -2846493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -2846502.000000 Penalty: 999.587585
	Iteration 36Q: 3 clusters Score -2846502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -2846503.500000 Penalty: 999.587585
	Iteration 37Q: 3 clusters Score -2846504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -2846507.750000 Penalty: 999.587585
	Iteration 38Q: 3 clusters Score -2846508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -2846510.250000 Penalty: 999.587585
	Iteration 39Q: 3 clusters Score -2846510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -2846510.500000 Penalty: 999.587585
	Iteration 40F: 3 clusters Score -2846510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -2846511.000000 Penalty: 999.587585
	Iteration 41Q: 3 clusters Score -2846511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -2846511.000000 Penalty: 999.587585
	Iteration 42Q: 3 clusters Score -2846511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -2846507.250000 Penalty: 999.587585
	Iteration 43Q: 3 clusters Score -2846507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -2846508.500000 Penalty: 999.587585
	Iteration 44Q: 3 clusters Score -2846508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -2846508.500000 Penalty: 999.587585
	Iteration 45F: 3 clusters Score -2846508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -20180.216797 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -20180.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19736.541016 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -19736.54 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19851.046875 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -19851.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19879.832031 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -19879.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19902.376953 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -19902.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19926.443359 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -19926.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19939.574219 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -19939.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19951.091797 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -19951.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19956.126953 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -19956.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19964.943359 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -19964.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19968.628906 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -19968.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19971.150391 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -19971.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19972.097656 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -19972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19973.841797 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -19973.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19977.869141 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -19977.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19979.646484 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -19979.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19980.457031 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -19980.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19980.457031 Penalty: 557.346191
	Iteration 16F: 3 clusters Score -19980.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Entering Unmasked Estep 
Score: -1089697.875000 Penalty: 456.024414
	Iteration 0F: 2 clusters Score -1089698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1074660.125000 Penalty: 912.048828
	Iteration 0F: 3 clusters Score -1074660 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1080814.250000 Penalty: 912.048828
	Iteration 1F: 3 clusters Score -1080814 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1081096.625000 Penalty: 912.048828
	Iteration 2Q: 3 clusters Score -1081097 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1081449.500000 Penalty: 912.048828
	Iteration 3Q: 3 clusters Score -1081450 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1081933.500000 Penalty: 912.048828
	Iteration 4Q: 3 clusters Score -1081934 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1082541.875000 Penalty: 912.048828
	Iteration 5Q: 3 clusters Score -1082542 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1083280.750000 Penalty: 912.048828
	Iteration 6F: 3 clusters Score -1083281 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1084055.250000 Penalty: 912.048828
	Iteration 7F: 3 clusters Score -1084055 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1084793.750000 Penalty: 912.048828
	Iteration 8F: 3 clusters Score -1084794 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1085401.500000 Penalty: 912.048828
	Iteration 9F: 3 clusters Score -1085402 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1085753.125000 Penalty: 912.048828
	Iteration 10Q: 3 clusters Score -1085753 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1085900.000000 Penalty: 912.048828
	Iteration 11Q: 3 clusters Score -1085900 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1086001.625000 Penalty: 912.048828
	Iteration 12Q: 3 clusters Score -1086002 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1086084.250000 Penalty: 912.048828
	Iteration 13Q: 3 clusters Score -1086084 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1086156.125000 Penalty: 912.048828
	Iteration 14Q: 3 clusters Score -1086156 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1086230.125000 Penalty: 912.048828
	Iteration 15Q: 3 clusters Score -1086230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1086314.625000 Penalty: 912.048828
	Iteration 16Q: 3 clusters Score -1086315 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1086407.750000 Penalty: 912.048828
	Iteration 17Q: 3 clusters Score -1086408 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1086505.000000 Penalty: 912.048828
	Iteration 18Q: 3 clusters Score -1086505 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1086616.875000 Penalty: 912.048828
	Iteration 19Q: 3 clusters Score -1086617 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1086752.250000 Penalty: 912.048828
	Iteration 20F: 3 clusters Score -1086752 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1086892.875000 Penalty: 912.048828
	Iteration 21Q: 3 clusters Score -1086893 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1087041.000000 Penalty: 912.048828
	Iteration 22Q: 3 clusters Score -1087041 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1087207.625000 Penalty: 912.048828
	Iteration 23Q: 3 clusters Score -1087208 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1087406.125000 Penalty: 912.048828
	Iteration 24Q: 3 clusters Score -1087406 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1087599.375000 Penalty: 912.048828
	Iteration 25Q: 3 clusters Score -1087599 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1087791.750000 Penalty: 912.048828
	Iteration 26Q: 3 clusters Score -1087792 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1087969.000000 Penalty: 912.048828
	Iteration 27Q: 3 clusters Score -1087969 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1088109.125000 Penalty: 912.048828
	Iteration 28Q: 3 clusters Score -1088109 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1088259.125000 Penalty: 912.048828
	Iteration 29Q: 3 clusters Score -1088259 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1088385.750000 Penalty: 912.048828
	Iteration 30Q: 3 clusters Score -1088386 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1088512.250000 Penalty: 912.048828
	Iteration 31Q: 3 clusters Score -1088512 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1088633.125000 Penalty: 912.048828
	Iteration 32Q: 3 clusters Score -1088633 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1088752.000000 Penalty: 912.048828
	Iteration 33Q: 3 clusters Score -1088752 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1088863.125000 Penalty: 912.048828
	Iteration 34Q: 3 clusters Score -1088863 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1088949.750000 Penalty: 912.048828
	Iteration 35Q: 3 clusters Score -1088950 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1089029.625000 Penalty: 912.048828
	Iteration 36Q: 3 clusters Score -1089030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1089084.750000 Penalty: 912.048828
	Iteration 37Q: 3 clusters Score -1089085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1089130.875000 Penalty: 912.048828
	Iteration 38Q: 3 clusters Score -1089131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1089174.000000 Penalty: 912.048828
	Iteration 39Q: 3 clusters Score -1089174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1089219.875000 Penalty: 912.048828
	Iteration 40F: 3 clusters Score -1089220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1089253.875000 Penalty: 912.048828
	Iteration 41Q: 3 clusters Score -1089254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1089272.750000 Penalty: 912.048828
	Iteration 42Q: 3 clusters Score -1089273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1089288.250000 Penalty: 912.048828
	Iteration 43Q: 3 clusters Score -1089288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1089304.000000 Penalty: 912.048828
	Iteration 44Q: 3 clusters Score -1089304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1089316.875000 Penalty: 912.048828
	Iteration 45Q: 3 clusters Score -1089317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1089336.625000 Penalty: 912.048828
	Iteration 46Q: 3 clusters Score -1089337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1089348.750000 Penalty: 912.048828
	Iteration 47Q: 3 clusters Score -1089349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1089358.750000 Penalty: 912.048828
	Iteration 48Q: 3 clusters Score -1089359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1089364.375000 Penalty: 912.048828
	Iteration 49Q: 3 clusters Score -1089364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1089369.250000 Penalty: 912.048828
	Iteration 50Q: 3 clusters Score -1089369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1089372.500000 Penalty: 912.048828
	Iteration 51Q: 3 clusters Score -1089372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1089377.000000 Penalty: 912.048828
	Iteration 52Q: 3 clusters Score -1089377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1089380.250000 Penalty: 912.048828
	Iteration 53Q: 3 clusters Score -1089380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1089392.750000 Penalty: 912.048828
	Iteration 54Q: 3 clusters Score -1089393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1089398.125000 Penalty: 912.048828
	Iteration 55Q: 3 clusters Score -1089398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1089403.375000 Penalty: 912.048828
	Iteration 56Q: 3 clusters Score -1089403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1089406.250000 Penalty: 912.048828
	Iteration 57Q: 3 clusters Score -1089406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1089409.500000 Penalty: 912.048828
	Iteration 58Q: 3 clusters Score -1089410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1089409.750000 Penalty: 912.048828
	Iteration 59Q: 3 clusters Score -1089410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1089409.500000 Penalty: 912.048828
	Iteration 60F: 3 clusters Score -1089410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1089410.250000 Penalty: 912.048828
	Iteration 61Q: 3 clusters Score -1089410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1089410.250000 Penalty: 912.048828
	Iteration 62F: 3 clusters Score -1089410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6421.192871 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6421.193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6475.375000 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6475.375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6484.259766 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -6484.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6489.098145 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6489.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6489.807617 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6489.808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6491.219238 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6491.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6491.518555 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6491.519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6491.518555 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -6491.519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2932.120605 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2932.121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2961.536865 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2961.537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2976.684814 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2976.685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2980.359131 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -2980.359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2980.359131 Penalty: 403.204315
	Iteration 4F: 3 clusters Score -2980.359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5740.245605 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5740.246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5805.599121 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5805.599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5818.135742 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5818.136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5847.063477 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -5847.063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5850.683594 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5850.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5851.652344 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5851.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5851.652344 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -5851.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 130339 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 98012 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 142770 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58952 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22528 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236698.000000 Penalty: 14972.122070
Iteration 399Q: 26 clusters Score -2.32367e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 130370 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6811 members 
Mstep: Class 6 contains 98017 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33880 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 142751 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58958 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22505 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236712.000000 Penalty: 14972.122070
Iteration 400F: 26 clusters Score -2.323671e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 130384 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 98021 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33891 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 142746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58958 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22487 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236716.000000 Penalty: 14972.122070
Iteration 401Q: 26 clusters Score -2.323672e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 130406 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 98021 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33899 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58949 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22472 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236730.000000 Penalty: 14972.122070
Iteration 402Q: 26 clusters Score -2.323673e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 130436 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6797 members 
Mstep: Class 6 contains 98025 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33904 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142734 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58944 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22453 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236722.000000 Penalty: 14972.122070
Iteration 403Q: 26 clusters Score -2.323672e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 130458 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 98024 members 
Mstep: Class 7 contains 4290 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33903 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142744 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 2300 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58939 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22430 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236750.000000 Penalty: 14972.122070
Iteration 404Q: 26 clusters Score -2.323675e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 130492 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 98023 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33903 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 142743 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58932 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22411 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236734.000000 Penalty: 14972.122070
Iteration 405Q: 26 clusters Score -2.323673e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 130528 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 98018 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33907 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 142746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58919 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22392 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236738.000000 Penalty: 14972.122070
Iteration 406Q: 26 clusters Score -2.323674e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 130568 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 98019 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33908 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 142746 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58907 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22376 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236714.000000 Penalty: 14972.122070
Iteration 407Q: 26 clusters Score -2.323671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 130603 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 98017 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33907 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142740 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58903 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22360 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236686.000000 Penalty: 14972.122070
Iteration 408Q: 26 clusters Score -2.323669e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 130635 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 98022 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33908 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142722 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22352 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236720.000000 Penalty: 14972.122070
Iteration 409Q: 26 clusters Score -2.323672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 130669 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6751 members 
Mstep: Class 6 contains 98032 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33908 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142692 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58895 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22347 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236720.000000 Penalty: 14972.122070
Iteration 410Q: 26 clusters Score -2.323672e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 130696 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 98039 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33910 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142669 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58894 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22338 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236752.000000 Penalty: 14972.122070
Iteration 411Q: 26 clusters Score -2.323675e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 130720 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6746 members 
Mstep: Class 6 contains 98041 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33910 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142652 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58891 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22333 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236778.000000 Penalty: 14972.122070
Iteration 412Q: 26 clusters Score -2.323678e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4782 members 
Mstep: Class 3 contains 130751 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 98041 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33910 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 142632 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58888 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22328 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236760.000000 Penalty: 14972.122070
Iteration 413Q: 26 clusters Score -2.323676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130774 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 98042 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33908 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142618 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58885 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22324 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236748.000000 Penalty: 14972.122070
Iteration 414Q: 26 clusters Score -2.323675e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130795 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 98043 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33908 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142606 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58879 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22320 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236748.000000 Penalty: 14972.122070
Iteration 415Q: 26 clusters Score -2.323675e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130812 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 98038 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33914 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142594 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22316 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236734.000000 Penalty: 14972.122070
Iteration 416Q: 26 clusters Score -2.323673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130831 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 98037 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142575 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22315 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236774.000000 Penalty: 14972.122070
Iteration 417Q: 26 clusters Score -2.323677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130838 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 98036 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142571 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22313 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236778.000000 Penalty: 14972.122070
Iteration 418Q: 26 clusters Score -2.323678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130847 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 98035 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142566 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22310 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236780.000000 Penalty: 14972.122070
Iteration 419Q: 26 clusters Score -2.323678e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130858 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 98035 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33918 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142557 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22306 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236780.000000 Penalty: 14972.122070
Iteration 420F: 26 clusters Score -2.323678e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 130872 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 98033 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33920 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142554 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58875 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22297 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236800.000000 Penalty: 14972.122070
Iteration 421Q: 26 clusters Score -2.32368e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130882 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 98033 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33922 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142547 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58873 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22294 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236788.000000 Penalty: 14972.122070
Iteration 422Q: 26 clusters Score -2.323679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130889 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 98034 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33921 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142552 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58871 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22285 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236802.000000 Penalty: 14972.122070
Iteration 423Q: 26 clusters Score -2.32368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130909 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 98035 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33923 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142540 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58869 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22277 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236788.000000 Penalty: 14972.122070
Iteration 424Q: 26 clusters Score -2.323679e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130936 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 98040 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142522 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58867 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22272 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236826.000000 Penalty: 14972.122070
Iteration 425Q: 26 clusters Score -2.323683e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130953 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 98051 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142506 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58867 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22267 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236810.000000 Penalty: 14972.122070
Iteration 426Q: 26 clusters Score -2.323681e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130976 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142489 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1507 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58864 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22265 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236802.000000 Penalty: 14972.122070
Iteration 427Q: 26 clusters Score -2.32368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 130992 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142489 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58857 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236814.000000 Penalty: 14972.122070
Iteration 428Q: 26 clusters Score -2.323681e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131015 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6711 members 
Mstep: Class 6 contains 98056 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142482 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58852 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22259 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236824.000000 Penalty: 14972.122070
Iteration 429Q: 26 clusters Score -2.323682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131022 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 98059 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33918 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142475 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 20 contains 58848 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22257 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236820.000000 Penalty: 14972.122070
Iteration 430Q: 26 clusters Score -2.323682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131034 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33918 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142478 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58842 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22251 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236824.000000 Penalty: 14972.122070
Iteration 431Q: 26 clusters Score -2.323682e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131050 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142467 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22247 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236808.000000 Penalty: 14972.122070
Iteration 432Q: 26 clusters Score -2.323681e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131072 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 98061 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33914 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142452 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58843 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22244 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236814.000000 Penalty: 14972.122070
Iteration 433Q: 26 clusters Score -2.323681e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131101 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6703 members 
Mstep: Class 6 contains 98061 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33912 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142433 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58837 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22242 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236798.000000 Penalty: 14972.122070
Iteration 434Q: 26 clusters Score -2.32368e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131126 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6703 members 
Mstep: Class 6 contains 98060 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33911 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 142411 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58839 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22239 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236828.000000 Penalty: 14972.122070
Iteration 435Q: 26 clusters Score -2.323683e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131153 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 98058 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33912 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 142389 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58843 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22235 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236840.000000 Penalty: 14972.122070
Iteration 436Q: 26 clusters Score -2.323684e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131169 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 98063 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 142365 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58848 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22233 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236840.000000 Penalty: 14972.122070
Iteration 437Q: 26 clusters Score -2.323684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131175 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 98071 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 142347 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58852 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22232 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236804.000000 Penalty: 14972.122070
Iteration 438Q: 26 clusters Score -2.32368e+07 nChanged 54
Entering ConstructFrom: 
Score: -23236804.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -11727.444336 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -11727.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11361.500000 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -11361.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11442.231445 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -11442.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11471.632812 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -11471.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11501.834961 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -11501.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11522.576172 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -11522.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11543.127930 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -11543.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11595.838867 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -11595.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11668.817383 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -11668.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11694.978516 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -11694.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11698.581055 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -11698.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11699.270508 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -11699.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11700.418945 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -11700.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11702.289062 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -11702.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11705.380859 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -11705.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11706.074219 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -11706.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11706.074219 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -11706.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -216297.578125 Penalty: 385.522949
	Iteration 0F: 2 clusters Score -216297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -213137.968750 Penalty: 771.045898
	Iteration 0F: 3 clusters Score -213138 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -214256.578125 Penalty: 771.045898
	Iteration 1F: 3 clusters Score -214256.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -214324.875000 Penalty: 771.045898
	Iteration 2Q: 3 clusters Score -214324.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -214394.765625 Penalty: 771.045898
	Iteration 3Q: 3 clusters Score -214394.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -214480.515625 Penalty: 771.045898
	Iteration 4Q: 3 clusters Score -214480.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -214573.031250 Penalty: 771.045898
	Iteration 5Q: 3 clusters Score -214573 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -214707.890625 Penalty: 771.045898
	Iteration 6Q: 3 clusters Score -214707.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -214893.187500 Penalty: 771.045898
	Iteration 7F: 3 clusters Score -214893.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -215134.000000 Penalty: 771.045898
	Iteration 8F: 3 clusters Score -215134 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -215345.031250 Penalty: 771.045898
	Iteration 9F: 3 clusters Score -215345 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -215527.875000 Penalty: 771.045898
	Iteration 10F: 3 clusters Score -215527.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -215644.187500 Penalty: 771.045898
	Iteration 11Q: 3 clusters Score -215644.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -215706.031250 Penalty: 771.045898
	Iteration 12Q: 3 clusters Score -215706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -215741.390625 Penalty: 771.045898
	Iteration 13Q: 3 clusters Score -215741.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -215762.375000 Penalty: 771.045898
	Iteration 14Q: 3 clusters Score -215762.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -215773.218750 Penalty: 771.045898
	Iteration 15Q: 3 clusters Score -215773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -215780.750000 Penalty: 771.045898
	Iteration 16Q: 3 clusters Score -215780.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -215787.687500 Penalty: 771.045898
	Iteration 17Q: 3 clusters Score -215787.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -215792.234375 Penalty: 771.045898
	Iteration 18Q: 3 clusters Score -215792.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -215796.062500 Penalty: 771.045898
	Iteration 19Q: 3 clusters Score -215796.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -215799.500000 Penalty: 771.045898
	Iteration 20F: 3 clusters Score -215799.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -215802.062500 Penalty: 771.045898
	Iteration 21Q: 3 clusters Score -215802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -215804.890625 Penalty: 771.045898
	Iteration 22Q: 3 clusters Score -215804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -215806.890625 Penalty: 771.045898
	Iteration 23Q: 3 clusters Score -215806.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -215812.187500 Penalty: 771.045898
	Iteration 24Q: 3 clusters Score -215812.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -215819.609375 Penalty: 771.045898
	Iteration 25Q: 3 clusters Score -215819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -215827.593750 Penalty: 771.045898
	Iteration 26Q: 3 clusters Score -215827.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -215835.000000 Penalty: 771.045898
	Iteration 27Q: 3 clusters Score -215835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -215839.218750 Penalty: 771.045898
	Iteration 28Q: 3 clusters Score -215839.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -215844.531250 Penalty: 771.045898
	Iteration 29Q: 3 clusters Score -215844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -215849.656250 Penalty: 771.045898
	Iteration 30Q: 3 clusters Score -215849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -215853.125000 Penalty: 771.045898
	Iteration 31Q: 3 clusters Score -215853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -215856.265625 Penalty: 771.045898
	Iteration 32Q: 3 clusters Score -215856.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -215865.000000 Penalty: 771.045898
	Iteration 33Q: 3 clusters Score -215865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -215875.765625 Penalty: 771.045898
	Iteration 34Q: 3 clusters Score -215875.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -215885.843750 Penalty: 771.045898
	Iteration 35Q: 3 clusters Score -215885.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -215901.281250 Penalty: 771.045898
	Iteration 36Q: 3 clusters Score -215901.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -215917.859375 Penalty: 771.045898
	Iteration 37Q: 3 clusters Score -215917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -215927.843750 Penalty: 771.045898
	Iteration 38Q: 3 clusters Score -215927.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -215933.218750 Penalty: 771.045898
	Iteration 39Q: 3 clusters Score -215933.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -215940.484375 Penalty: 771.045898
	Iteration 40F: 3 clusters Score -215940.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -215947.515625 Penalty: 771.045898
	Iteration 41Q: 3 clusters Score -215947.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -215952.468750 Penalty: 771.045898
	Iteration 42Q: 3 clusters Score -215952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -215954.406250 Penalty: 771.045898
	Iteration 43Q: 3 clusters Score -215954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -215957.078125 Penalty: 771.045898
	Iteration 44Q: 3 clusters Score -215957.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -215960.718750 Penalty: 771.045898
	Iteration 45Q: 3 clusters Score -215960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -215963.296875 Penalty: 771.045898
	Iteration 46Q: 3 clusters Score -215963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -215965.687500 Penalty: 771.045898
	Iteration 47Q: 3 clusters Score -215965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -215968.343750 Penalty: 771.045898
	Iteration 48Q: 3 clusters Score -215968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -215970.937500 Penalty: 771.045898
	Iteration 49Q: 3 clusters Score -215970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -215973.343750 Penalty: 771.045898
	Iteration 50Q: 3 clusters Score -215973.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -215977.296875 Penalty: 771.045898
	Iteration 51Q: 3 clusters Score -215977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -215980.203125 Penalty: 771.045898
	Iteration 52Q: 3 clusters Score -215980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -215983.703125 Penalty: 771.045898
	Iteration 53Q: 3 clusters Score -215983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -215986.125000 Penalty: 771.045898
	Iteration 54Q: 3 clusters Score -215986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -215987.312500 Penalty: 771.045898
	Iteration 55Q: 3 clusters Score -215987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -215989.343750 Penalty: 771.045898
	Iteration 56Q: 3 clusters Score -215989.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -215990.218750 Penalty: 771.045898
	Iteration 57Q: 3 clusters Score -215990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -215989.828125 Penalty: 771.045898
	Iteration 58Q: 3 clusters Score -215989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -215989.828125 Penalty: 771.045898
	Iteration 59F: 3 clusters Score -215989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131187 members 
Entering Unmasked Estep 
Score: -6074707.500000 Penalty: 536.189270
	Iteration 0F: 2 clusters Score -6074708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -5985643.500000 Penalty: 1072.378540
	Iteration 0F: 3 clusters Score -5985644 nChanged 64393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -6024988.000000 Penalty: 1072.378540
	Iteration 1F: 3 clusters Score -6024988 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -6027897.500000 Penalty: 1072.378540
	Iteration 2Q: 3 clusters Score -6027898 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -6032364.500000 Penalty: 1072.378540
	Iteration 3F: 3 clusters Score -6032364 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -6038909.000000 Penalty: 1072.378540
	Iteration 4F: 3 clusters Score -6038909 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -6046739.500000 Penalty: 1072.378540
	Iteration 5F: 3 clusters Score -6046740 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 68426 members 
Entering Unmasked Estep 
Score: -6051774.500000 Penalty: 1072.378540
	Iteration 6F: 3 clusters Score -6051774 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -6053515.500000 Penalty: 1072.378540
	Iteration 7Q: 3 clusters Score -6053516 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -6054394.000000 Penalty: 1072.378540
	Iteration 8Q: 3 clusters Score -6054394 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -6055048.500000 Penalty: 1072.378540
	Iteration 9Q: 3 clusters Score -6055048 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -6055863.500000 Penalty: 1072.378540
	Iteration 10Q: 3 clusters Score -6055864 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -6056629.500000 Penalty: 1072.378540
	Iteration 11Q: 3 clusters Score -6056630 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -6057441.500000 Penalty: 1072.378540
	Iteration 12Q: 3 clusters Score -6057442 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -6058191.500000 Penalty: 1072.378540
	Iteration 13Q: 3 clusters Score -6058192 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -6059160.500000 Penalty: 1072.378540
	Iteration 14Q: 3 clusters Score -6059160 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -6060103.500000 Penalty: 1072.378540
	Iteration 15Q: 3 clusters Score -6060104 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -6061088.000000 Penalty: 1072.378540
	Iteration 16Q: 3 clusters Score -6061088 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -6062146.500000 Penalty: 1072.378540
	Iteration 17Q: 3 clusters Score -6062146 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -6063217.000000 Penalty: 1072.378540
	Iteration 18Q: 3 clusters Score -6063217 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -6064302.000000 Penalty: 1072.378540
	Iteration 19Q: 3 clusters Score -6064302 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -6065318.500000 Penalty: 1072.378540
	Iteration 20F: 3 clusters Score -6065318 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -6066222.000000 Penalty: 1072.378540
	Iteration 21Q: 3 clusters Score -6066222 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -6066887.000000 Penalty: 1072.378540
	Iteration 22Q: 3 clusters Score -6066887 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -6067281.000000 Penalty: 1072.378540
	Iteration 23Q: 3 clusters Score -6067281 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -6067584.000000 Penalty: 1072.378540
	Iteration 24Q: 3 clusters Score -6067584 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -6067794.000000 Penalty: 1072.378540
	Iteration 25Q: 3 clusters Score -6067794 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -6067894.000000 Penalty: 1072.378540
	Iteration 26Q: 3 clusters Score -6067894 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -6067938.500000 Penalty: 1072.378540
	Iteration 27Q: 3 clusters Score -6067938 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -6068000.500000 Penalty: 1072.378540
	Iteration 28Q: 3 clusters Score -6068000 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -6068032.500000 Penalty: 1072.378540
	Iteration 29Q: 3 clusters Score -6068032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -6068018.500000 Penalty: 1072.378540
	Iteration 30Q: 3 clusters Score -6068018 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6068058 nChanged 376
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Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6068062 nChanged 383
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Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6068090 nChanged 366
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Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6068065 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6068094 nChanged 363
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Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6068110 nChanged 376
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Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6068104 nChanged 358
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Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6068102 nChanged 321
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Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6068117 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6068142 nChanged 339
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Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6068171 nChanged 310
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Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6068191 nChanged 335
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Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6068213 nChanged 322
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Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6068230 nChanged 304
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Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6068256 nChanged 282
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Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6068258 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6068265 nChanged 266
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Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6068260 nChanged 309
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Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6068280 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6068300 nChanged 303
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Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6068278 nChanged 300
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Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6068280 nChanged 308
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Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6068280 nChanged 334
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Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6068288 nChanged 340
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Mstep: Class 1 contains 82784 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6068279 nChanged 331
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Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6068288 nChanged 339
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Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6068319 nChanged 368
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Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6068355 nChanged 402
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Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6068368 nChanged 420
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Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6068369 nChanged 406
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Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 46137 members 
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	Iteration 62Q: 3 clusters Score -6068390 nChanged 386
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Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6068432 nChanged 429
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Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 45322 members 
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	Iteration 64Q: 3 clusters Score -6068465 nChanged 441
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Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 44881 members 
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	Iteration 65Q: 3 clusters Score -6068463 nChanged 460
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Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 44421 members 
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	Iteration 66Q: 3 clusters Score -6068452 nChanged 452
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Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6068462 nChanged 463
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Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6068502 nChanged 467
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Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6068499 nChanged 513
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Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6068538 nChanged 534
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Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 41992 members 
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	Iteration 71Q: 3 clusters Score -6068566 nChanged 542
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Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6068592 nChanged 509
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Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6068636 nChanged 507
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Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6068670 nChanged 464
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Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6068704 nChanged 427
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Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6068743 nChanged 466
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Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 39077 members 
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	Iteration 77Q: 3 clusters Score -6068753 nChanged 463
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Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 38614 members 
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	Iteration 78Q: 3 clusters Score -6068782 nChanged 449
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Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 38165 members 
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	Iteration 79Q: 3 clusters Score -6068830 nChanged 428
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Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 37737 members 
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	Iteration 80F: 3 clusters Score -6068856 nChanged 429
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Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 37308 members 
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	Iteration 81Q: 3 clusters Score -6068910 nChanged 418
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Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 36890 members 
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	Iteration 82Q: 3 clusters Score -6068922 nChanged 426
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Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6068932 nChanged 443
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Mstep: Class 1 contains 95166 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6068968 nChanged 384
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Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6068979 nChanged 391
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Mstep: Class 1 contains 95941 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6068980 nChanged 398
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Mstep: Class 1 contains 96339 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6068994 nChanged 361
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Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6069019 nChanged 375
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Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6069046 nChanged 365
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Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6069041 nChanged 400
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Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6069046 nChanged 395
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Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6069066 nChanged 390
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Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6069094 nChanged 384
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Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6069108 nChanged 409
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Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 31769 members 
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	Iteration 95Q: 3 clusters Score -6069094 nChanged 400
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Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 31369 members 
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	Iteration 96Q: 3 clusters Score -6069142 nChanged 373
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Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 30996 members 
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	Iteration 97Q: 3 clusters Score -6069186 nChanged 383
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Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 30613 members 
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	Iteration 98Q: 3 clusters Score -6069198 nChanged 353
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Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 30260 members 
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	Iteration 99Q: 3 clusters Score -6069227 nChanged 339
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Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 29921 members 
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	Iteration 100F: 3 clusters Score -6069238 nChanged 352
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Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 29569 members 
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	Iteration 101Q: 3 clusters Score -6069290 nChanged 360
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Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6069276 nChanged 362
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Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 28847 members 
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	Iteration 103Q: 3 clusters Score -6069294 nChanged 395
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Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 28452 members 
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	Iteration 104Q: 3 clusters Score -6069348 nChanged 405
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Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 28047 members 
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	Iteration 105Q: 3 clusters Score -6069369 nChanged 385
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Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 27662 members 
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	Iteration 106Q: 3 clusters Score -6069387 nChanged 374
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Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 27288 members 
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	Iteration 107Q: 3 clusters Score -6069375 nChanged 351
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Mstep: Class 1 contains 104250 members 
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	Iteration 108Q: 3 clusters Score -6069384 nChanged 329
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Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 26608 members 
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	Iteration 109Q: 3 clusters Score -6069406 nChanged 335
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Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6069415 nChanged 347
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Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 25926 members 
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	Iteration 111Q: 3 clusters Score -6069436 nChanged 367
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Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6069458 nChanged 362
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Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6069452 nChanged 354
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Mstep: Class 1 contains 106344 members 
Mstep: Class 2 contains 24843 members 
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	Iteration 114Q: 3 clusters Score -6069456 nChanged 349
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Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 24494 members 
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	Iteration 115Q: 3 clusters Score -6069488 nChanged 358
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Mstep: Class 1 contains 107051 members 
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	Iteration 116Q: 3 clusters Score -6069508 nChanged 389
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	Iteration 117Q: 3 clusters Score -6069550 nChanged 347
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Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6069560 nChanged 348
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Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6069558 nChanged 344
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Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6069605.500000 Penalty: 1072.378540
	Iteration 120F: 3 clusters Score -6069606 nChanged 338
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Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -6069592.500000 Penalty: 1072.378540
	Iteration 121Q: 3 clusters Score -6069592 nChanged 348
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Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -6069612.500000 Penalty: 1072.378540
	Iteration 122Q: 3 clusters Score -6069612 nChanged 328
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Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6069650 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -6069675.500000 Penalty: 1072.378540
	Iteration 124Q: 3 clusters Score -6069676 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6069677 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -6069695.000000 Penalty: 1072.378540
	Iteration 126Q: 3 clusters Score -6069695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -6069694.000000 Penalty: 1072.378540
	Iteration 127Q: 3 clusters Score -6069694 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -6069731.500000 Penalty: 1072.378540
	Iteration 128Q: 3 clusters Score -6069732 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6069751.500000 Penalty: 1072.378540
	Iteration 129Q: 3 clusters Score -6069752 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -6069805.500000 Penalty: 1072.378540
	Iteration 130Q: 3 clusters Score -6069806 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112085 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -6069842.000000 Penalty: 1072.378540
	Iteration 131Q: 3 clusters Score -6069842 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6069840.500000 Penalty: 1072.378540
	Iteration 132Q: 3 clusters Score -6069840 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -6069828.500000 Penalty: 1072.378540
	Iteration 133Q: 3 clusters Score -6069828 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -6069852.000000 Penalty: 1072.378540
	Iteration 134Q: 3 clusters Score -6069852 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -6069877.000000 Penalty: 1072.378540
	Iteration 135Q: 3 clusters Score -6069877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113703 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6069886.500000 Penalty: 1072.378540
	Iteration 136Q: 3 clusters Score -6069886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114027 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -6069914.000000 Penalty: 1072.378540
	Iteration 137Q: 3 clusters Score -6069914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6069953.000000 Penalty: 1072.378540
	Iteration 138Q: 3 clusters Score -6069953 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114624 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -6069963.500000 Penalty: 1072.378540
	Iteration 139Q: 3 clusters Score -6069964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114923 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -6069993.000000 Penalty: 1072.378540
	Iteration 140F: 3 clusters Score -6069993 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -6070030.500000 Penalty: 1072.378540
	Iteration 141Q: 3 clusters Score -6070030 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6070025.000000 Penalty: 1072.378540
	Iteration 142Q: 3 clusters Score -6070025 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6070052.000000 Penalty: 1072.378540
	Iteration 143Q: 3 clusters Score -6070052 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116221 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -6070056.500000 Penalty: 1072.378540
	Iteration 144Q: 3 clusters Score -6070056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -6070097.000000 Penalty: 1072.378540
	Iteration 145Q: 3 clusters Score -6070097 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116877 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -6070148.500000 Penalty: 1072.378540
	Iteration 146Q: 3 clusters Score -6070148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6070189.000000 Penalty: 1072.378540
	Iteration 147Q: 3 clusters Score -6070189 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -6070208.000000 Penalty: 1072.378540
	Iteration 148Q: 3 clusters Score -6070208 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6070227.500000 Penalty: 1072.378540
	Iteration 149Q: 3 clusters Score -6070228 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -6070308.000000 Penalty: 1072.378540
	Iteration 150Q: 3 clusters Score -6070308 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -6070350.500000 Penalty: 1072.378540
	Iteration 151Q: 3 clusters Score -6070350 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119312 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -6070451.500000 Penalty: 1072.378540
	Iteration 152Q: 3 clusters Score -6070452 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -6070532.000000 Penalty: 1072.378540
	Iteration 153Q: 3 clusters Score -6070532 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -6070678.500000 Penalty: 1072.378540
	Iteration 154Q: 3 clusters Score -6070678 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6070778.000000 Penalty: 1072.378540
	Iteration 155Q: 3 clusters Score -6070778 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -6070921.000000 Penalty: 1072.378540
	Iteration 156Q: 3 clusters Score -6070921 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6071141.000000 Penalty: 1072.378540
	Iteration 157Q: 3 clusters Score -6071141 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122895 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6071312.000000 Penalty: 1072.378540
	Iteration 158Q: 3 clusters Score -6071312 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -6071559.000000 Penalty: 1072.378540
	Iteration 159Q: 3 clusters Score -6071559 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -6071773.000000 Penalty: 1072.378540
	Iteration 160F: 3 clusters Score -6071773 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124940 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6072001.000000 Penalty: 1072.378540
	Iteration 161Q: 3 clusters Score -6072001 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -6072222.500000 Penalty: 1072.378540
	Iteration 162Q: 3 clusters Score -6072222 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126259 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6072466.500000 Penalty: 1072.378540
	Iteration 163Q: 3 clusters Score -6072466 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126908 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6072776.000000 Penalty: 1072.378540
	Iteration 164Q: 3 clusters Score -6072776 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127495 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6073041.500000 Penalty: 1072.378540
	Iteration 165Q: 3 clusters Score -6073042 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128029 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6073256.000000 Penalty: 1072.378540
	Iteration 166Q: 3 clusters Score -6073256 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128493 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6073436.000000 Penalty: 1072.378540
	Iteration 167Q: 3 clusters Score -6073436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6073599.000000 Penalty: 1072.378540
	Iteration 168Q: 3 clusters Score -6073599 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6073755.000000 Penalty: 1072.378540
	Iteration 169Q: 3 clusters Score -6073755 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129561 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6073925.500000 Penalty: 1072.378540
	Iteration 170Q: 3 clusters Score -6073926 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6074006.000000 Penalty: 1072.378540
	Iteration 171Q: 3 clusters Score -6074006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129972 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6074103.500000 Penalty: 1072.378540
	Iteration 172Q: 3 clusters Score -6074104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6074139.000000 Penalty: 1072.378540
	Iteration 173Q: 3 clusters Score -6074139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6074177.500000 Penalty: 1072.378540
	Iteration 174Q: 3 clusters Score -6074178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6074208.500000 Penalty: 1072.378540
	Iteration 175Q: 3 clusters Score -6074208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130402 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6074222.500000 Penalty: 1072.378540
	Iteration 176Q: 3 clusters Score -6074222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130472 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6074240.000000 Penalty: 1072.378540
	Iteration 177Q: 3 clusters Score -6074240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130530 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6074252.000000 Penalty: 1072.378540
	Iteration 178Q: 3 clusters Score -6074252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6074265.000000 Penalty: 1072.378540
	Iteration 179Q: 3 clusters Score -6074265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6074270.500000 Penalty: 1072.378540
	Iteration 180F: 3 clusters Score -6074270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6074275.500000 Penalty: 1072.378540
	Iteration 181Q: 3 clusters Score -6074276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130626 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6074270.500000 Penalty: 1072.378540
	Iteration 182Q: 3 clusters Score -6074270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6074279.000000 Penalty: 1072.378540
	Iteration 183Q: 3 clusters Score -6074279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6074274.000000 Penalty: 1072.378540
	Iteration 184Q: 3 clusters Score -6074274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6074274.000000 Penalty: 1072.378540
	Iteration 185Q: 3 clusters Score -6074274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6074278.000000 Penalty: 1072.378540
	Iteration 186Q: 3 clusters Score -6074278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130676 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6074284.500000 Penalty: 1072.378540
	Iteration 187Q: 3 clusters Score -6074284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6074287.500000 Penalty: 1072.378540
	Iteration 188Q: 3 clusters Score -6074288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6074297.000000 Penalty: 1072.378540
	Iteration 189Q: 3 clusters Score -6074297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130699 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6074303.500000 Penalty: 1072.378540
	Iteration 190Q: 3 clusters Score -6074304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6074304.000000 Penalty: 1072.378540
	Iteration 191Q: 3 clusters Score -6074304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130709 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6074309.000000 Penalty: 1072.378540
	Iteration 192Q: 3 clusters Score -6074309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130712 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6074310.000000 Penalty: 1072.378540
	Iteration 193Q: 3 clusters Score -6074310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130713 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6074307.500000 Penalty: 1072.378540
	Iteration 194Q: 3 clusters Score -6074308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130714 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6074308.500000 Penalty: 1072.378540
	Iteration 195Q: 3 clusters Score -6074308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6074309.500000 Penalty: 1072.378540
	Iteration 196Q: 3 clusters Score -6074310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6074312.000000 Penalty: 1072.378540
	Iteration 197Q: 3 clusters Score -6074312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130722 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6074314.500000 Penalty: 1072.378540
	Iteration 198Q: 3 clusters Score -6074314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130726 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6074313.500000 Penalty: 1072.378540
	Iteration 199Q: 3 clusters Score -6074314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6074313.500000 Penalty: 1072.378540
	Iteration 200F: 3 clusters Score -6074314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130730 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6074322.500000 Penalty: 1072.378540
	Iteration 201Q: 3 clusters Score -6074322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6074322.000000 Penalty: 1072.378540
	Iteration 202Q: 3 clusters Score -6074322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130734 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6074323.000000 Penalty: 1072.378540
	Iteration 203Q: 3 clusters Score -6074323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6074323.500000 Penalty: 1072.378540
	Iteration 204Q: 3 clusters Score -6074324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6074323.500000 Penalty: 1072.378540
	Iteration 205F: 3 clusters Score -6074324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -35967.671875 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -35967.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35240.539062 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -35240.54 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35430.667969 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -35430.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35467.175781 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -35467.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35496.281250 Penalty: 615.932861
	Iteration 3Q: 3 clusters Score -35496.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35522.566406 Penalty: 615.932861
	Iteration 4Q: 3 clusters Score -35522.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35542.035156 Penalty: 615.932861
	Iteration 5Q: 3 clusters Score -35542.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35573.796875 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -35573.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35633.257812 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -35633.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35698.445312 Penalty: 615.932861
	Iteration 8F: 3 clusters Score -35698.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35737.589844 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -35737.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35757.597656 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -35757.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35773.105469 Penalty: 615.932861
	Iteration 11Q: 3 clusters Score -35773.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35779.738281 Penalty: 615.932861
	Iteration 12Q: 3 clusters Score -35779.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35784.421875 Penalty: 615.932861
	Iteration 13Q: 3 clusters Score -35784.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35786.242188 Penalty: 615.932861
	Iteration 14Q: 3 clusters Score -35786.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35791.519531 Penalty: 615.932861
	Iteration 15Q: 3 clusters Score -35791.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35796.753906 Penalty: 615.932861
	Iteration 16Q: 3 clusters Score -35796.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35803.453125 Penalty: 615.932861
	Iteration 17Q: 3 clusters Score -35803.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35808.484375 Penalty: 615.932861
	Iteration 18Q: 3 clusters Score -35808.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35815.976562 Penalty: 615.932861
	Iteration 19Q: 3 clusters Score -35815.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35823.933594 Penalty: 615.932861
	Iteration 20F: 3 clusters Score -35823.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35827.757812 Penalty: 615.932861
	Iteration 21Q: 3 clusters Score -35827.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -35828.296875 Penalty: 615.932861
	Iteration 22Q: 3 clusters Score -35828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35828.640625 Penalty: 615.932861
	Iteration 23Q: 3 clusters Score -35828.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35829.222656 Penalty: 615.932861
	Iteration 24Q: 3 clusters Score -35829.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35829.222656 Penalty: 615.932861
	Iteration 25F: 3 clusters Score -35829.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -328417.031250 Penalty: 400.801208
	Iteration 0F: 2 clusters Score -328417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -323927.593750 Penalty: 801.602417
	Iteration 0F: 3 clusters Score -323927.6 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -325655.250000 Penalty: 801.602417
	Iteration 1F: 3 clusters Score -325655.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -325878.687500 Penalty: 801.602417
	Iteration 2F: 3 clusters Score -325878.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -326172.437500 Penalty: 801.602417
	Iteration 3F: 3 clusters Score -326172.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -326536.156250 Penalty: 801.602417
	Iteration 4F: 3 clusters Score -326536.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -326930.812500 Penalty: 801.602417
	Iteration 5F: 3 clusters Score -326930.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -327291.375000 Penalty: 801.602417
	Iteration 6F: 3 clusters Score -327291.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -327523.656250 Penalty: 801.602417
	Iteration 7Q: 3 clusters Score -327523.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -327643.718750 Penalty: 801.602417
	Iteration 8Q: 3 clusters Score -327643.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -327723.437500 Penalty: 801.602417
	Iteration 9Q: 3 clusters Score -327723.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -327795.187500 Penalty: 801.602417
	Iteration 10Q: 3 clusters Score -327795.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -327871.375000 Penalty: 801.602417
	Iteration 11Q: 3 clusters Score -327871.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -327943.156250 Penalty: 801.602417
	Iteration 12Q: 3 clusters Score -327943.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -328001.250000 Penalty: 801.602417
	Iteration 13Q: 3 clusters Score -328001.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -328035.156250 Penalty: 801.602417
	Iteration 14Q: 3 clusters Score -328035.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -328067.562500 Penalty: 801.602417
	Iteration 15Q: 3 clusters Score -328067.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -328110.312500 Penalty: 801.602417
	Iteration 16Q: 3 clusters Score -328110.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -328140.906250 Penalty: 801.602417
	Iteration 17Q: 3 clusters Score -328140.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -328162.562500 Penalty: 801.602417
	Iteration 18Q: 3 clusters Score -328162.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -328175.406250 Penalty: 801.602417
	Iteration 19Q: 3 clusters Score -328175.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -328190.812500 Penalty: 801.602417
	Iteration 20F: 3 clusters Score -328190.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -328198.375000 Penalty: 801.602417
	Iteration 21Q: 3 clusters Score -328198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -328203.187500 Penalty: 801.602417
	Iteration 22Q: 3 clusters Score -328203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -328205.156250 Penalty: 801.602417
	Iteration 23Q: 3 clusters Score -328205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -328206.437500 Penalty: 801.602417
	Iteration 24Q: 3 clusters Score -328206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -328207.218750 Penalty: 801.602417
	Iteration 25Q: 3 clusters Score -328207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -328207.562500 Penalty: 801.602417
	Iteration 26Q: 3 clusters Score -328207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -328208.187500 Penalty: 801.602417
	Iteration 27Q: 3 clusters Score -328208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -328209.468750 Penalty: 801.602417
	Iteration 28Q: 3 clusters Score -328209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -328209.656250 Penalty: 801.602417
	Iteration 29Q: 3 clusters Score -328209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -328210.875000 Penalty: 801.602417
	Iteration 30Q: 3 clusters Score -328210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -328210.218750 Penalty: 801.602417
	Iteration 31Q: 3 clusters Score -328210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -328210.218750 Penalty: 801.602417
	Iteration 32F: 3 clusters Score -328210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Entering Unmasked Estep 
Score: -4609197.500000 Penalty: 522.952759
	Iteration 0F: 2 clusters Score -4609198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -4543432.000000 Penalty: 1045.905518
	Iteration 0F: 3 clusters Score -4543432 nChanged 47922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -4572570.000000 Penalty: 1045.905518
	Iteration 1F: 3 clusters Score -4572570 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
Score: -4573632.500000 Penalty: 1045.905518
	Iteration 2Q: 3 clusters Score -4573632 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -4575322.000000 Penalty: 1045.905518
	Iteration 3Q: 3 clusters Score -4575322 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -4578278.000000 Penalty: 1045.905518
	Iteration 4F: 3 clusters Score -4578278 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -4583400.000000 Penalty: 1045.905518
	Iteration 5F: 3 clusters Score -4583400 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -4590318.500000 Penalty: 1045.905518
	Iteration 6F: 3 clusters Score -4590318 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -4596955.000000 Penalty: 1045.905518
	Iteration 7F: 3 clusters Score -4596955 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -4601732.500000 Penalty: 1045.905518
	Iteration 8F: 3 clusters Score -4601732 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -4604666.000000 Penalty: 1045.905518
	Iteration 9Q: 3 clusters Score -4604666 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -4606477.000000 Penalty: 1045.905518
	Iteration 10Q: 3 clusters Score -4606477 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -4607534.500000 Penalty: 1045.905518
	Iteration 11Q: 3 clusters Score -4607534 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -4608080.500000 Penalty: 1045.905518
	Iteration 12Q: 3 clusters Score -4608080 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -4608392.500000 Penalty: 1045.905518
	Iteration 13Q: 3 clusters Score -4608392 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -4608537.500000 Penalty: 1045.905518
	Iteration 14Q: 3 clusters Score -4608538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -4608602.000000 Penalty: 1045.905518
	Iteration 15Q: 3 clusters Score -4608602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -4608644.000000 Penalty: 1045.905518
	Iteration 16Q: 3 clusters Score -4608644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -4608672.000000 Penalty: 1045.905518
	Iteration 17Q: 3 clusters Score -4608672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -4608687.500000 Penalty: 1045.905518
	Iteration 18Q: 3 clusters Score -4608688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -4608706.000000 Penalty: 1045.905518
	Iteration 19Q: 3 clusters Score -4608706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -4608719.000000 Penalty: 1045.905518
	Iteration 20F: 3 clusters Score -4608719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -4608730.000000 Penalty: 1045.905518
	Iteration 21Q: 3 clusters Score -4608730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -4608740.500000 Penalty: 1045.905518
	Iteration 22Q: 3 clusters Score -4608740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -4608749.000000 Penalty: 1045.905518
	Iteration 23Q: 3 clusters Score -4608749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -4608755.500000 Penalty: 1045.905518
	Iteration 24Q: 3 clusters Score -4608756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -4608761.500000 Penalty: 1045.905518
	Iteration 25Q: 3 clusters Score -4608762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -4608766.000000 Penalty: 1045.905518
	Iteration 26Q: 3 clusters Score -4608766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -4608766.500000 Penalty: 1045.905518
	Iteration 27Q: 3 clusters Score -4608766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -4608766.000000 Penalty: 1045.905518
	Iteration 28Q: 3 clusters Score -4608766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -4608767.000000 Penalty: 1045.905518
	Iteration 29Q: 3 clusters Score -4608767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -4608767.000000 Penalty: 1045.905518
	Iteration 30F: 3 clusters Score -4608767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -185340.593750 Penalty: 380.532074
	Iteration 0F: 2 clusters Score -185340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -182421.343750 Penalty: 761.064148
	Iteration 0F: 3 clusters Score -182421.3 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -183446.406250 Penalty: 761.064148
	Iteration 1F: 3 clusters Score -183446.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183556.453125 Penalty: 761.064148
	Iteration 2F: 3 clusters Score -183556.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -183667.718750 Penalty: 761.064148
	Iteration 3F: 3 clusters Score -183667.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -183828.390625 Penalty: 761.064148
	Iteration 4F: 3 clusters Score -183828.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -184021.328125 Penalty: 761.064148
	Iteration 5F: 3 clusters Score -184021.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -184207.281250 Penalty: 761.064148
	Iteration 6F: 3 clusters Score -184207.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -184343.843750 Penalty: 761.064148
	Iteration 7Q: 3 clusters Score -184343.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -184455.578125 Penalty: 761.064148
	Iteration 8Q: 3 clusters Score -184455.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -184534.546875 Penalty: 761.064148
	Iteration 9Q: 3 clusters Score -184534.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -184589.468750 Penalty: 761.064148
	Iteration 10Q: 3 clusters Score -184589.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -184621.484375 Penalty: 761.064148
	Iteration 11Q: 3 clusters Score -184621.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -184649.234375 Penalty: 761.064148
	Iteration 12Q: 3 clusters Score -184649.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -184669.718750 Penalty: 761.064148
	Iteration 13Q: 3 clusters Score -184669.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -184683.921875 Penalty: 761.064148
	Iteration 14Q: 3 clusters Score -184683.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -184698.765625 Penalty: 761.064148
	Iteration 15Q: 3 clusters Score -184698.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -184711.906250 Penalty: 761.064148
	Iteration 16Q: 3 clusters Score -184711.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -184727.656250 Penalty: 761.064148
	Iteration 17Q: 3 clusters Score -184727.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -184743.046875 Penalty: 761.064148
	Iteration 18Q: 3 clusters Score -184743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -184758.000000 Penalty: 761.064148
	Iteration 19Q: 3 clusters Score -184758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -184767.453125 Penalty: 761.064148
	Iteration 20F: 3 clusters Score -184767.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -184775.671875 Penalty: 761.064148
	Iteration 21Q: 3 clusters Score -184775.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -184785.609375 Penalty: 761.064148
	Iteration 22Q: 3 clusters Score -184785.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -184794.421875 Penalty: 761.064148
	Iteration 23Q: 3 clusters Score -184794.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -184809.015625 Penalty: 761.064148
	Iteration 24Q: 3 clusters Score -184809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -184825.859375 Penalty: 761.064148
	Iteration 25Q: 3 clusters Score -184825.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -184844.656250 Penalty: 761.064148
	Iteration 26Q: 3 clusters Score -184844.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -184862.031250 Penalty: 761.064148
	Iteration 27Q: 3 clusters Score -184862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -184880.187500 Penalty: 761.064148
	Iteration 28Q: 3 clusters Score -184880.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -184894.265625 Penalty: 761.064148
	Iteration 29Q: 3 clusters Score -184894.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -184906.406250 Penalty: 761.064148
	Iteration 30Q: 3 clusters Score -184906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -184911.718750 Penalty: 761.064148
	Iteration 31Q: 3 clusters Score -184911.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -184919.421875 Penalty: 761.064148
	Iteration 32Q: 3 clusters Score -184919.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -184924.703125 Penalty: 761.064148
	Iteration 33Q: 3 clusters Score -184924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -184927.218750 Penalty: 761.064148
	Iteration 34Q: 3 clusters Score -184927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -184928.968750 Penalty: 761.064148
	Iteration 35Q: 3 clusters Score -184929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -184934.015625 Penalty: 761.064148
	Iteration 36Q: 3 clusters Score -184934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -184940.000000 Penalty: 761.064148
	Iteration 37Q: 3 clusters Score -184940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -184943.031250 Penalty: 761.064148
	Iteration 38Q: 3 clusters Score -184943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -184946.750000 Penalty: 761.064148
	Iteration 39Q: 3 clusters Score -184946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -184952.406250 Penalty: 761.064148
	Iteration 40F: 3 clusters Score -184952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -184956.843750 Penalty: 761.064148
	Iteration 41Q: 3 clusters Score -184956.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -184960.203125 Penalty: 761.064148
	Iteration 42Q: 3 clusters Score -184960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -184964.546875 Penalty: 761.064148
	Iteration 43Q: 3 clusters Score -184964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -184968.703125 Penalty: 761.064148
	Iteration 44Q: 3 clusters Score -184968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -184971.578125 Penalty: 761.064148
	Iteration 45Q: 3 clusters Score -184971.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -184975.296875 Penalty: 761.064148
	Iteration 46Q: 3 clusters Score -184975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -184976.265625 Penalty: 761.064148
	Iteration 47Q: 3 clusters Score -184976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -184978.406250 Penalty: 761.064148
	Iteration 48Q: 3 clusters Score -184978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -184980.312500 Penalty: 761.064148
	Iteration 49Q: 3 clusters Score -184980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -184980.437500 Penalty: 761.064148
	Iteration 50Q: 3 clusters Score -184980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -184980.875000 Penalty: 761.064148
	Iteration 51Q: 3 clusters Score -184980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -184981.328125 Penalty: 761.064148
	Iteration 52Q: 3 clusters Score -184981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -184981.312500 Penalty: 761.064148
	Iteration 53Q: 3 clusters Score -184981.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -184981.312500 Penalty: 761.064148
	Iteration 54F: 3 clusters Score -184981.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9201.864258 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9201.864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9270.014648 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9270.015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9289.597656 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9289.598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9299.787109 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9299.787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9307.363281 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9307.363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9309.959961 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9309.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9312.334961 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9312.335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9316.958984 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -9316.959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9335.732422 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -9335.732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9345.710938 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -9345.711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9352.686523 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -9352.687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9353.576172 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -9353.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9353.576172 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -9353.576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -153187.625000 Penalty: 365.678802
	Iteration 0F: 2 clusters Score -153187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -151068.203125 Penalty: 731.357605
	Iteration 0F: 3 clusters Score -151068.2 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -151762.828125 Penalty: 731.357605
	Iteration 1F: 3 clusters Score -151762.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -151872.046875 Penalty: 731.357605
	Iteration 2F: 3 clusters Score -151872 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -152002.093750 Penalty: 731.357605
	Iteration 3F: 3 clusters Score -152002.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -152172.703125 Penalty: 731.357605
	Iteration 4F: 3 clusters Score -152172.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -152362.578125 Penalty: 731.357605
	Iteration 5F: 3 clusters Score -152362.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -152515.375000 Penalty: 731.357605
	Iteration 6F: 3 clusters Score -152515.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -152630.296875 Penalty: 731.357605
	Iteration 7F: 3 clusters Score -152630.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -152683.953125 Penalty: 731.357605
	Iteration 8Q: 3 clusters Score -152684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -152708.125000 Penalty: 731.357605
	Iteration 9Q: 3 clusters Score -152708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -152731.046875 Penalty: 731.357605
	Iteration 10Q: 3 clusters Score -152731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -152749.171875 Penalty: 731.357605
	Iteration 11Q: 3 clusters Score -152749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -152759.796875 Penalty: 731.357605
	Iteration 12Q: 3 clusters Score -152759.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -152768.812500 Penalty: 731.357605
	Iteration 13Q: 3 clusters Score -152768.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -152775.125000 Penalty: 731.357605
	Iteration 14Q: 3 clusters Score -152775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -152779.843750 Penalty: 731.357605
	Iteration 15Q: 3 clusters Score -152779.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152784.343750 Penalty: 731.357605
	Iteration 16Q: 3 clusters Score -152784.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -152789.000000 Penalty: 731.357605
	Iteration 17Q: 3 clusters Score -152789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -152791.234375 Penalty: 731.357605
	Iteration 18Q: 3 clusters Score -152791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -152792.140625 Penalty: 731.357605
	Iteration 19Q: 3 clusters Score -152792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -152793.921875 Penalty: 731.357605
	Iteration 20F: 3 clusters Score -152793.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -152796.609375 Penalty: 731.357605
	Iteration 21Q: 3 clusters Score -152796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -152798.500000 Penalty: 731.357605
	Iteration 22Q: 3 clusters Score -152798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -152799.281250 Penalty: 731.357605
	Iteration 23Q: 3 clusters Score -152799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -152800.265625 Penalty: 731.357605
	Iteration 24Q: 3 clusters Score -152800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152801.093750 Penalty: 731.357605
	Iteration 25Q: 3 clusters Score -152801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152801.531250 Penalty: 731.357605
	Iteration 26Q: 3 clusters Score -152801.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152802.296875 Penalty: 731.357605
	Iteration 27Q: 3 clusters Score -152802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152802.484375 Penalty: 731.357605
	Iteration 28Q: 3 clusters Score -152802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152803.484375 Penalty: 731.357605
	Iteration 29Q: 3 clusters Score -152803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152804.062500 Penalty: 731.357605
	Iteration 30Q: 3 clusters Score -152804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152805.312500 Penalty: 731.357605
	Iteration 31Q: 3 clusters Score -152805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152805.703125 Penalty: 731.357605
	Iteration 32Q: 3 clusters Score -152805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152806.078125 Penalty: 731.357605
	Iteration 33Q: 3 clusters Score -152806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152806.046875 Penalty: 731.357605
	Iteration 34Q: 3 clusters Score -152806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -152806.046875 Penalty: 731.357605
	Iteration 35F: 3 clusters Score -152806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28564.992188 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28564.99 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28822.550781 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28822.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28932.708984 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28932.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28987.162109 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -28987.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -29034.269531 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29034.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29074.767578 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -29074.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -29095.019531 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29095.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29113.634766 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29113.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29135.205078 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29135.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -29168.822266 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29168.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29189.318359 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29189.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -29216.037109 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -29216.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29227.750000 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -29227.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -29236.435547 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -29236.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29241.732422 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -29241.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -29242.695312 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -29242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -29243.392578 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -29243.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -29243.490234 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -29243.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -29243.490234 Penalty: 598.711853
	Iteration 18F: 3 clusters Score -29243.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131187 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 98073 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 90 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142335 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58850 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22229 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 630 members 
Entering Unmasked Estep 
Score: -23236582.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23236804.000000 to -23236582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32684.867188 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32684.87 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32899.527344 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32899.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32995.945312 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32995.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33075.683594 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -33075.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33115.289062 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -33115.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33138.406250 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33138.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33145.351562 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33145.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33147.609375 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33147.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33148.828125 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33148.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33151.078125 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33151.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33155.320312 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33155.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33170.464844 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33170.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33184.019531 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33184.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33199.269531 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33199.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33212.386719 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33212.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33223.789062 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33223.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33224.488281 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33224.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33224.488281 Penalty: 608.413391
	Iteration 17F: 3 clusters Score -33224.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Entering Unmasked Estep 
Score: -1493152.750000 Penalty: 474.643738
	Iteration 0F: 2 clusters Score -1493153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1470502.375000 Penalty: 949.287476
	Iteration 0F: 3 clusters Score -1470502 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1479929.875000 Penalty: 949.287476
	Iteration 1F: 3 clusters Score -1479930 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1480426.250000 Penalty: 949.287476
	Iteration 2Q: 3 clusters Score -1480426 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1481175.250000 Penalty: 949.287476
	Iteration 3Q: 3 clusters Score -1481175 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1482280.250000 Penalty: 949.287476
	Iteration 4F: 3 clusters Score -1482280 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1483770.500000 Penalty: 949.287476
	Iteration 5F: 3 clusters Score -1483770 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1485460.875000 Penalty: 949.287476
	Iteration 6F: 3 clusters Score -1485461 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1486901.500000 Penalty: 949.287476
	Iteration 7F: 3 clusters Score -1486902 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1487840.875000 Penalty: 949.287476
	Iteration 8Q: 3 clusters Score -1487841 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1488428.625000 Penalty: 949.287476
	Iteration 9Q: 3 clusters Score -1488429 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1488883.500000 Penalty: 949.287476
	Iteration 10Q: 3 clusters Score -1488884 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1489297.625000 Penalty: 949.287476
	Iteration 11Q: 3 clusters Score -1489298 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1489667.375000 Penalty: 949.287476
	Iteration 12Q: 3 clusters Score -1489667 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1490080.875000 Penalty: 949.287476
	Iteration 13Q: 3 clusters Score -1490081 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1490503.500000 Penalty: 949.287476
	Iteration 14Q: 3 clusters Score -1490504 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1490931.875000 Penalty: 949.287476
	Iteration 15Q: 3 clusters Score -1490932 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1491355.625000 Penalty: 949.287476
	Iteration 16Q: 3 clusters Score -1491356 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1491787.000000 Penalty: 949.287476
	Iteration 17Q: 3 clusters Score -1491787 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1492164.375000 Penalty: 949.287476
	Iteration 18Q: 3 clusters Score -1492164 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1492410.500000 Penalty: 949.287476
	Iteration 19Q: 3 clusters Score -1492410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1492541.625000 Penalty: 949.287476
	Iteration 20F: 3 clusters Score -1492542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1492631.375000 Penalty: 949.287476
	Iteration 21Q: 3 clusters Score -1492631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1492695.250000 Penalty: 949.287476
	Iteration 22Q: 3 clusters Score -1492695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1492731.625000 Penalty: 949.287476
	Iteration 23Q: 3 clusters Score -1492732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1492748.250000 Penalty: 949.287476
	Iteration 24Q: 3 clusters Score -1492748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1492758.750000 Penalty: 949.287476
	Iteration 25Q: 3 clusters Score -1492759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1492763.500000 Penalty: 949.287476
	Iteration 26Q: 3 clusters Score -1492764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1492766.000000 Penalty: 949.287476
	Iteration 27Q: 3 clusters Score -1492766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1492767.625000 Penalty: 949.287476
	Iteration 28Q: 3 clusters Score -1492768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1492768.500000 Penalty: 949.287476
	Iteration 29Q: 3 clusters Score -1492768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1492771.250000 Penalty: 949.287476
	Iteration 30Q: 3 clusters Score -1492771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1492774.125000 Penalty: 949.287476
	Iteration 31Q: 3 clusters Score -1492774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1492776.500000 Penalty: 949.287476
	Iteration 32Q: 3 clusters Score -1492776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1492789.500000 Penalty: 949.287476
	Iteration 33Q: 3 clusters Score -1492790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1492802.000000 Penalty: 949.287476
	Iteration 34Q: 3 clusters Score -1492802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1492810.000000 Penalty: 949.287476
	Iteration 35Q: 3 clusters Score -1492810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1492810.375000 Penalty: 949.287476
	Iteration 36Q: 3 clusters Score -1492810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1492813.375000 Penalty: 949.287476
	Iteration 37Q: 3 clusters Score -1492813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1492815.250000 Penalty: 949.287476
	Iteration 38Q: 3 clusters Score -1492815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1492815.875000 Penalty: 949.287476
	Iteration 39Q: 3 clusters Score -1492816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1492816.750000 Penalty: 949.287476
	Iteration 40F: 3 clusters Score -1492817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1492817.000000 Penalty: 949.287476
	Iteration 41Q: 3 clusters Score -1492817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1492820.875000 Penalty: 949.287476
	Iteration 42Q: 3 clusters Score -1492821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1492825.375000 Penalty: 949.287476
	Iteration 43Q: 3 clusters Score -1492825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1492827.125000 Penalty: 949.287476
	Iteration 44Q: 3 clusters Score -1492827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1492828.125000 Penalty: 949.287476
	Iteration 45Q: 3 clusters Score -1492828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1492831.750000 Penalty: 949.287476
	Iteration 46Q: 3 clusters Score -1492832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1492834.500000 Penalty: 949.287476
	Iteration 47Q: 3 clusters Score -1492834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1492836.250000 Penalty: 949.287476
	Iteration 48Q: 3 clusters Score -1492836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1492838.125000 Penalty: 949.287476
	Iteration 49Q: 3 clusters Score -1492838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1492838.500000 Penalty: 949.287476
	Iteration 50Q: 3 clusters Score -1492838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1492840.500000 Penalty: 949.287476
	Iteration 51Q: 3 clusters Score -1492840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1492840.000000 Penalty: 949.287476
	Iteration 52Q: 3 clusters Score -1492840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1492840.625000 Penalty: 949.287476
	Iteration 53Q: 3 clusters Score -1492841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1492840.625000 Penalty: 949.287476
	Iteration 54F: 3 clusters Score -1492841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Entering Unmasked Estep 
Score: -99904.476562 Penalty: 352.594177
	Iteration 0F: 2 clusters Score -99904.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -98239.164062 Penalty: 705.188354
	Iteration 0F: 3 clusters Score -98239.16 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -98772.359375 Penalty: 705.188354
	Iteration 1F: 3 clusters Score -98772.36 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -98874.031250 Penalty: 705.188354
	Iteration 2F: 3 clusters Score -98874.03 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98998.632812 Penalty: 705.188354
	Iteration 3F: 3 clusters Score -98998.63 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99128.109375 Penalty: 705.188354
	Iteration 4F: 3 clusters Score -99128.11 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99249.726562 Penalty: 705.188354
	Iteration 5F: 3 clusters Score -99249.73 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99350.312500 Penalty: 705.188354
	Iteration 6F: 3 clusters Score -99350.31 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99428.109375 Penalty: 705.188354
	Iteration 7Q: 3 clusters Score -99428.11 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99493.679688 Penalty: 705.188354
	Iteration 8Q: 3 clusters Score -99493.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99552.156250 Penalty: 705.188354
	Iteration 9Q: 3 clusters Score -99552.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99595.882812 Penalty: 705.188354
	Iteration 10Q: 3 clusters Score -99595.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -99627.062500 Penalty: 705.188354
	Iteration 11Q: 3 clusters Score -99627.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -99646.320312 Penalty: 705.188354
	Iteration 12Q: 3 clusters Score -99646.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -99657.820312 Penalty: 705.188354
	Iteration 13Q: 3 clusters Score -99657.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -99664.109375 Penalty: 705.188354
	Iteration 14Q: 3 clusters Score -99664.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -99668.453125 Penalty: 705.188354
	Iteration 15Q: 3 clusters Score -99668.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -99672.304688 Penalty: 705.188354
	Iteration 16Q: 3 clusters Score -99672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -99674.320312 Penalty: 705.188354
	Iteration 17Q: 3 clusters Score -99674.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -99677.023438 Penalty: 705.188354
	Iteration 18Q: 3 clusters Score -99677.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -99679.687500 Penalty: 705.188354
	Iteration 19Q: 3 clusters Score -99679.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -99680.500000 Penalty: 705.188354
	Iteration 20F: 3 clusters Score -99680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -99681.625000 Penalty: 705.188354
	Iteration 21Q: 3 clusters Score -99681.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -99681.625000 Penalty: 705.188354
	Iteration 22F: 3 clusters Score -99681.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Entering Unmasked Estep 
Score: -6599507.000000 Penalty: 539.900208
	Iteration 0F: 2 clusters Score -6599507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -6503357.500000 Penalty: 1079.800415
	Iteration 0F: 3 clusters Score -6503358 nChanged 69589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -6545083.000000 Penalty: 1079.800415
	Iteration 1F: 3 clusters Score -6545083 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -6546624.000000 Penalty: 1079.800415
	Iteration 2Q: 3 clusters Score -6546624 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -6548904.500000 Penalty: 1079.800415
	Iteration 3Q: 3 clusters Score -6548904 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -6553031.000000 Penalty: 1079.800415
	Iteration 4Q: 3 clusters Score -6553031 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -6560268.500000 Penalty: 1079.800415
	Iteration 5F: 3 clusters Score -6560268 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -6569493.500000 Penalty: 1079.800415
	Iteration 6F: 3 clusters Score -6569494 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6578078.000000 Penalty: 1079.800415
	Iteration 7F: 3 clusters Score -6578078 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -6582691.500000 Penalty: 1079.800415
	Iteration 8F: 3 clusters Score -6582692 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -6584474.000000 Penalty: 1079.800415
	Iteration 9Q: 3 clusters Score -6584474 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -6585288.000000 Penalty: 1079.800415
	Iteration 10Q: 3 clusters Score -6585288 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -6585872.500000 Penalty: 1079.800415
	Iteration 11Q: 3 clusters Score -6585872 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -6586537.500000 Penalty: 1079.800415
	Iteration 12Q: 3 clusters Score -6586538 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -6587153.500000 Penalty: 1079.800415
	Iteration 13Q: 3 clusters Score -6587154 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -6587758.000000 Penalty: 1079.800415
	Iteration 14Q: 3 clusters Score -6587758 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -6588301.000000 Penalty: 1079.800415
	Iteration 15Q: 3 clusters Score -6588301 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -6588819.500000 Penalty: 1079.800415
	Iteration 16Q: 3 clusters Score -6588820 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -6589276.500000 Penalty: 1079.800415
	Iteration 17Q: 3 clusters Score -6589276 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 66885 members 
Entering Unmasked Estep 
Score: -6589692.500000 Penalty: 1079.800415
	Iteration 18Q: 3 clusters Score -6589692 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -6590042.500000 Penalty: 1079.800415
	Iteration 19Q: 3 clusters Score -6590042 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -6590310.000000 Penalty: 1079.800415
	Iteration 20F: 3 clusters Score -6590310 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -6590502.500000 Penalty: 1079.800415
	Iteration 21Q: 3 clusters Score -6590502 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -6590657.000000 Penalty: 1079.800415
	Iteration 22Q: 3 clusters Score -6590657 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -6590770.500000 Penalty: 1079.800415
	Iteration 23Q: 3 clusters Score -6590770 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6590838.500000 Penalty: 1079.800415
	Iteration 24Q: 3 clusters Score -6590838 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -6590869.000000 Penalty: 1079.800415
	Iteration 25Q: 3 clusters Score -6590869 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -6590914.000000 Penalty: 1079.800415
	Iteration 26Q: 3 clusters Score -6590914 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -6590917.500000 Penalty: 1079.800415
	Iteration 27Q: 3 clusters Score -6590918 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -6590956.500000 Penalty: 1079.800415
	Iteration 28Q: 3 clusters Score -6590956 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -6590964.000000 Penalty: 1079.800415
	Iteration 29Q: 3 clusters Score -6590964 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -6590986.000000 Penalty: 1079.800415
	Iteration 30Q: 3 clusters Score -6590986 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -6590981.000000 Penalty: 1079.800415
	Iteration 31Q: 3 clusters Score -6590981 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -6590989.000000 Penalty: 1079.800415
	Iteration 32Q: 3 clusters Score -6590989 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -6591001.000000 Penalty: 1079.800415
	Iteration 33Q: 3 clusters Score -6591001 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -6590991.000000 Penalty: 1079.800415
	Iteration 34Q: 3 clusters Score -6590991 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -6591000.000000 Penalty: 1079.800415
	Iteration 35Q: 3 clusters Score -6591000 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -6591035.000000 Penalty: 1079.800415
	Iteration 36Q: 3 clusters Score -6591035 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -6591045.500000 Penalty: 1079.800415
	Iteration 37Q: 3 clusters Score -6591046 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -6591044.000000 Penalty: 1079.800415
	Iteration 38Q: 3 clusters Score -6591044 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -6591038.000000 Penalty: 1079.800415
	Iteration 39Q: 3 clusters Score -6591038 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -6591043.000000 Penalty: 1079.800415
	Iteration 40F: 3 clusters Score -6591043 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -6591040.500000 Penalty: 1079.800415
	Iteration 41Q: 3 clusters Score -6591040 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -6591079.000000 Penalty: 1079.800415
	Iteration 42Q: 3 clusters Score -6591079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -6591093.500000 Penalty: 1079.800415
	Iteration 43Q: 3 clusters Score -6591094 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -6591107.000000 Penalty: 1079.800415
	Iteration 44Q: 3 clusters Score -6591107 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -6591105.000000 Penalty: 1079.800415
	Iteration 45Q: 3 clusters Score -6591105 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -6591127.000000 Penalty: 1079.800415
	Iteration 46Q: 3 clusters Score -6591127 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6591130.000000 Penalty: 1079.800415
	Iteration 47Q: 3 clusters Score -6591130 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -6591129.500000 Penalty: 1079.800415
	Iteration 48Q: 3 clusters Score -6591130 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -6591149.500000 Penalty: 1079.800415
	Iteration 49Q: 3 clusters Score -6591150 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -6591175.500000 Penalty: 1079.800415
	Iteration 50Q: 3 clusters Score -6591176 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -6591224.000000 Penalty: 1079.800415
	Iteration 51Q: 3 clusters Score -6591224 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6591266.000000 Penalty: 1079.800415
	Iteration 52Q: 3 clusters Score -6591266 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6591291.500000 Penalty: 1079.800415
	Iteration 53Q: 3 clusters Score -6591292 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6591285.000000 Penalty: 1079.800415
	Iteration 54Q: 3 clusters Score -6591285 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6591326 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6591364 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6591372 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6591405.500000 Penalty: 1079.800415
	Iteration 58Q: 3 clusters Score -6591406 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6591480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6591490 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6591520 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6591543 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6591582 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6591627 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6591664 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6591704 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6591752 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6591829 nChanged 675
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Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6591873 nChanged 727
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6591948 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6592031 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100171 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6592098 nChanged 730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6592138 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6592204 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6592278 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6592326 nChanged 671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6592434 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6592500 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6592568 nChanged 630
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Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6592596 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6592630 nChanged 557
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Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6592664 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6592720 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6592754 nChanged 577
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Mstep: Class 1 contains 108470 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6592817 nChanged 562
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Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6592893 nChanged 545
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Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6592964 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6593014 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6593043 nChanged 502
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Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6593065 nChanged 485
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Mstep: Class 1 contains 111637 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6593107 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112148 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6593160 nChanged 522
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6593190 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6593262 nChanged 541
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113738 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6593298 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6593348 nChanged 507
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6593395 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6593468 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115708 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6593518 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -6593544.500000 Penalty: 1079.800415
	Iteration 100F: 3 clusters Score -6593544 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116653 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6593566 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117123 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6593636 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117589 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6593641 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6593695 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6593740 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6593792 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6593860 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6593926 nChanged 537
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Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6594006 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6594065 nChanged 533
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121700 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6594138 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6594213 nChanged 609
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Mstep: Class 1 contains 122900 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6594282 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6594379 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124262 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6594490 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124954 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6594586 nChanged 750
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Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6594694 nChanged 727
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6594826 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127191 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6594962 nChanged 727
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6595125 nChanged 762
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128680 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6595276 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129437 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6595433 nChanged 789
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6595580 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6595759 nChanged 761
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Mstep: Class 1 contains 131815 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6595960 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132580 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6596130 nChanged 743
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Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6596309 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134125 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6596496 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6596718 nChanged 833
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6596965 nChanged 801
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Mstep: Class 1 contains 136575 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6597229 nChanged 790
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Mstep: Class 1 contains 137357 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6597523 nChanged 703
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Mstep: Class 1 contains 138058 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6597755 nChanged 589
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Mstep: Class 1 contains 138645 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6597949 nChanged 523
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Mstep: Class 1 contains 139168 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6598157.000000 Penalty: 1079.800415
	Iteration 135Q: 3 clusters Score -6598157 nChanged 464
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6598317.500000 Penalty: 1079.800415
	Iteration 136Q: 3 clusters Score -6598318 nChanged 380
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Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6598442 nChanged 322
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Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6598522.500000 Penalty: 1079.800415
	Iteration 138Q: 3 clusters Score -6598522 nChanged 279
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Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6598628.500000 Penalty: 1079.800415
	Iteration 139Q: 3 clusters Score -6598628 nChanged 234
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Mstep: Class 1 contains 140823 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6598722 nChanged 202
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Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6598786 nChanged 142
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Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6598826 nChanged 112
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Mstep: Class 1 contains 141269 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6598856 nChanged 108
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Mstep: Class 1 contains 141373 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6598892 nChanged 101
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Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6598944 nChanged 88
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Mstep: Class 1 contains 141548 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6598972 nChanged 64
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Mstep: Class 1 contains 141608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6598999.000000 Penalty: 1079.800415
	Iteration 147Q: 3 clusters Score -6598999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6599007.000000 Penalty: 1079.800415
	Iteration 148Q: 3 clusters Score -6599007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6599028.000000 Penalty: 1079.800415
	Iteration 149Q: 3 clusters Score -6599028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141727 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6599046.500000 Penalty: 1079.800415
	Iteration 150Q: 3 clusters Score -6599046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141748 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6599045.500000 Penalty: 1079.800415
	Iteration 151Q: 3 clusters Score -6599046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6599053.500000 Penalty: 1079.800415
	Iteration 152Q: 3 clusters Score -6599054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6599057.000000 Penalty: 1079.800415
	Iteration 153Q: 3 clusters Score -6599057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141796 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6599058.500000 Penalty: 1079.800415
	Iteration 154Q: 3 clusters Score -6599058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141812 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6599054.500000 Penalty: 1079.800415
	Iteration 155Q: 3 clusters Score -6599054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141825 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6599058.500000 Penalty: 1079.800415
	Iteration 156Q: 3 clusters Score -6599058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141834 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6599067.000000 Penalty: 1079.800415
	Iteration 157Q: 3 clusters Score -6599067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141842 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6599066.500000 Penalty: 1079.800415
	Iteration 158Q: 3 clusters Score -6599066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141855 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6599068.500000 Penalty: 1079.800415
	Iteration 159Q: 3 clusters Score -6599068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6599070.500000 Penalty: 1079.800415
	Iteration 160F: 3 clusters Score -6599070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6599073.500000 Penalty: 1079.800415
	Iteration 161Q: 3 clusters Score -6599074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141873 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6599076.000000 Penalty: 1079.800415
	Iteration 162Q: 3 clusters Score -6599076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6599072.000000 Penalty: 1079.800415
	Iteration 163Q: 3 clusters Score -6599072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6599077.500000 Penalty: 1079.800415
	Iteration 164Q: 3 clusters Score -6599078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6599076.000000 Penalty: 1079.800415
	Iteration 165Q: 3 clusters Score -6599076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6599079.000000 Penalty: 1079.800415
	Iteration 166Q: 3 clusters Score -6599079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6599076.500000 Penalty: 1079.800415
	Iteration 167Q: 3 clusters Score -6599076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6599074.500000 Penalty: 1079.800415
	Iteration 168Q: 3 clusters Score -6599074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6599075.000000 Penalty: 1079.800415
	Iteration 169Q: 3 clusters Score -6599075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6599078.000000 Penalty: 1079.800415
	Iteration 170Q: 3 clusters Score -6599078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141889 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6599082.000000 Penalty: 1079.800415
	Iteration 171Q: 3 clusters Score -6599082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6599085.000000 Penalty: 1079.800415
	Iteration 172Q: 3 clusters Score -6599085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6599083.000000 Penalty: 1079.800415
	Iteration 173Q: 3 clusters Score -6599083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6599085.000000 Penalty: 1079.800415
	Iteration 174Q: 3 clusters Score -6599085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141893 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6599084.000000 Penalty: 1079.800415
	Iteration 175Q: 3 clusters Score -6599084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6599089.500000 Penalty: 1079.800415
	Iteration 176Q: 3 clusters Score -6599090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141898 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6599089.500000 Penalty: 1079.800415
	Iteration 177Q: 3 clusters Score -6599090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141899 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6599087.500000 Penalty: 1079.800415
	Iteration 178Q: 3 clusters Score -6599088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6599087.000000 Penalty: 1079.800415
	Iteration 179Q: 3 clusters Score -6599087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141904 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6599090.000000 Penalty: 1079.800415
	Iteration 180F: 3 clusters Score -6599090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141908 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6599093.500000 Penalty: 1079.800415
	Iteration 181Q: 3 clusters Score -6599094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6599091.000000 Penalty: 1079.800415
	Iteration 182Q: 3 clusters Score -6599091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6599091.000000 Penalty: 1079.800415
	Iteration 183F: 3 clusters Score -6599091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15636.527344 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15636.53 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15727.991211 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15727.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15745.996094 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15758.833984 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15758.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15764.083008 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15764.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15767.100586 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15768.366211 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15768.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15771.182617 Penalty: 538.619324
	Iteration 7Q: 3 clusters Score -15771.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15773.062500 Penalty: 538.619324
	Iteration 8Q: 3 clusters Score -15773.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15773.695312 Penalty: 538.619324
	Iteration 9Q: 3 clusters Score -15773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15774.000000 Penalty: 538.619324
	Iteration 10Q: 3 clusters Score -15774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15774.000000 Penalty: 538.619324
	Iteration 11F: 3 clusters Score -15774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8884.215820 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8884.216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8942.651367 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8942.651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8978.845703 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -8978.846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8995.608398 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -8995.608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9003.300781 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9003.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9007.754883 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9007.755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9009.982422 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9009.982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9013.012695 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9013.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9015.638672 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9015.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9016.219727 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9016.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9016.219727 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -9016.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -68620.765625 Penalty: 333.053833
	Iteration 0F: 2 clusters Score -68620.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -67512.570312 Penalty: 666.107666
	Iteration 0F: 3 clusters Score -67512.57 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -67861.984375 Penalty: 666.107666
	Iteration 1F: 3 clusters Score -67861.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -67931.812500 Penalty: 666.107666
	Iteration 2F: 3 clusters Score -67931.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -67977.968750 Penalty: 666.107666
	Iteration 3F: 3 clusters Score -67977.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68025.414062 Penalty: 666.107666
	Iteration 4Q: 3 clusters Score -68025.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -68076.703125 Penalty: 666.107666
	Iteration 5Q: 3 clusters Score -68076.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68117.265625 Penalty: 666.107666
	Iteration 6Q: 3 clusters Score -68117.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68149.343750 Penalty: 666.107666
	Iteration 7Q: 3 clusters Score -68149.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68177.101562 Penalty: 666.107666
	Iteration 8Q: 3 clusters Score -68177.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68208.570312 Penalty: 666.107666
	Iteration 9Q: 3 clusters Score -68208.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68222.921875 Penalty: 666.107666
	Iteration 10Q: 3 clusters Score -68222.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68228.328125 Penalty: 666.107666
	Iteration 11Q: 3 clusters Score -68228.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -68231.281250 Penalty: 666.107666
	Iteration 12Q: 3 clusters Score -68231.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68233.515625 Penalty: 666.107666
	Iteration 13Q: 3 clusters Score -68233.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68235.937500 Penalty: 666.107666
	Iteration 14Q: 3 clusters Score -68235.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68237.085938 Penalty: 666.107666
	Iteration 15Q: 3 clusters Score -68237.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68238.187500 Penalty: 666.107666
	Iteration 16Q: 3 clusters Score -68238.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -68238.992188 Penalty: 666.107666
	Iteration 17Q: 3 clusters Score -68238.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68238.976562 Penalty: 666.107666
	Iteration 18Q: 3 clusters Score -68238.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68238.976562 Penalty: 666.107666
	Iteration 19F: 3 clusters Score -68238.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -108962.835938 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -108962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -107298.500000 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -107298.5 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -107868.046875 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -107868 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -107947.203125 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -107947.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107991.718750 Penalty: 704.202454
	Iteration 3F: 3 clusters Score -107991.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -108031.203125 Penalty: 704.202454
	Iteration 4Q: 3 clusters Score -108031.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -108076.226562 Penalty: 704.202454
	Iteration 5Q: 3 clusters Score -108076.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -108132.960938 Penalty: 704.202454
	Iteration 6Q: 3 clusters Score -108133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -108197.257812 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -108197.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108287.023438 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -108287 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108389.164062 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -108389.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108449.406250 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -108449.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108506.070312 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -108506.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108537.265625 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -108537.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -108553.648438 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -108553.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -108565.234375 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -108565.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108581.203125 Penalty: 704.202454
	Iteration 15Q: 3 clusters Score -108581.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -108592.843750 Penalty: 704.202454
	Iteration 16Q: 3 clusters Score -108592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -108604.726562 Penalty: 704.202454
	Iteration 17Q: 3 clusters Score -108604.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -108618.804688 Penalty: 704.202454
	Iteration 18Q: 3 clusters Score -108618.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -108638.109375 Penalty: 704.202454
	Iteration 19Q: 3 clusters Score -108638.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -108654.742188 Penalty: 704.202454
	Iteration 20F: 3 clusters Score -108654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -108663.320312 Penalty: 704.202454
	Iteration 21Q: 3 clusters Score -108663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -108670.078125 Penalty: 704.202454
	Iteration 22Q: 3 clusters Score -108670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -108673.101562 Penalty: 704.202454
	Iteration 23Q: 3 clusters Score -108673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -108675.562500 Penalty: 704.202454
	Iteration 24Q: 3 clusters Score -108675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -108677.992188 Penalty: 704.202454
	Iteration 25Q: 3 clusters Score -108678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -108680.203125 Penalty: 704.202454
	Iteration 26Q: 3 clusters Score -108680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -108682.414062 Penalty: 704.202454
	Iteration 27Q: 3 clusters Score -108682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -108683.796875 Penalty: 704.202454
	Iteration 28Q: 3 clusters Score -108683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108685.835938 Penalty: 704.202454
	Iteration 29Q: 3 clusters Score -108685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -108687.093750 Penalty: 704.202454
	Iteration 30Q: 3 clusters Score -108687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108687.546875 Penalty: 704.202454
	Iteration 31Q: 3 clusters Score -108687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -108687.546875 Penalty: 704.202454
	Iteration 32F: 3 clusters Score -108687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -200534.687500 Penalty: 381.622681
	Iteration 0F: 2 clusters Score -200534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -197574.156250 Penalty: 763.245361
	Iteration 0F: 3 clusters Score -197574.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -198667.312500 Penalty: 763.245361
	Iteration 1F: 3 clusters Score -198667.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -198858.578125 Penalty: 763.245361
	Iteration 2F: 3 clusters Score -198858.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -199084.765625 Penalty: 763.245361
	Iteration 3F: 3 clusters Score -199084.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -199399.031250 Penalty: 763.245361
	Iteration 4F: 3 clusters Score -199399 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -199715.921875 Penalty: 763.245361
	Iteration 5F: 3 clusters Score -199715.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -199988.281250 Penalty: 763.245361
	Iteration 6F: 3 clusters Score -199988.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -200147.296875 Penalty: 763.245361
	Iteration 7Q: 3 clusters Score -200147.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -200205.156250 Penalty: 763.245361
	Iteration 8Q: 3 clusters Score -200205.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -200237.703125 Penalty: 763.245361
	Iteration 9Q: 3 clusters Score -200237.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -200255.296875 Penalty: 763.245361
	Iteration 10Q: 3 clusters Score -200255.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -200269.203125 Penalty: 763.245361
	Iteration 11Q: 3 clusters Score -200269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -200279.843750 Penalty: 763.245361
	Iteration 12Q: 3 clusters Score -200279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -200288.046875 Penalty: 763.245361
	Iteration 13Q: 3 clusters Score -200288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -200291.250000 Penalty: 763.245361
	Iteration 14Q: 3 clusters Score -200291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -200293.203125 Penalty: 763.245361
	Iteration 15Q: 3 clusters Score -200293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -200294.859375 Penalty: 763.245361
	Iteration 16Q: 3 clusters Score -200294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -200295.265625 Penalty: 763.245361
	Iteration 17Q: 3 clusters Score -200295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -200296.187500 Penalty: 763.245361
	Iteration 18Q: 3 clusters Score -200296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -200296.187500 Penalty: 763.245361
	Iteration 19F: 3 clusters Score -200296.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Entering Unmasked Estep 
Score: -2841935.500000 Penalty: 499.714996
	Iteration 0F: 2 clusters Score -2841936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -2802392.750000 Penalty: 999.429993
	Iteration 0F: 3 clusters Score -2802393 nChanged 28521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2819444.750000 Penalty: 999.429993
	Iteration 1F: 3 clusters Score -2819445 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -2820376.500000 Penalty: 999.429993
	Iteration 2Q: 3 clusters Score -2820376 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -2821923.750000 Penalty: 999.429993
	Iteration 3F: 3 clusters Score -2821924 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -2824473.250000 Penalty: 999.429993
	Iteration 4F: 3 clusters Score -2824473 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -2828202.250000 Penalty: 999.429993
	Iteration 5F: 3 clusters Score -2828202 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -2832405.250000 Penalty: 999.429993
	Iteration 6F: 3 clusters Score -2832405 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -2835728.000000 Penalty: 999.429993
	Iteration 7F: 3 clusters Score -2835728 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -2837754.500000 Penalty: 999.429993
	Iteration 8Q: 3 clusters Score -2837754 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -2838895.500000 Penalty: 999.429993
	Iteration 9Q: 3 clusters Score -2838896 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -2839603.250000 Penalty: 999.429993
	Iteration 10Q: 3 clusters Score -2839603 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -2840120.500000 Penalty: 999.429993
	Iteration 11Q: 3 clusters Score -2840120 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -2840544.750000 Penalty: 999.429993
	Iteration 12Q: 3 clusters Score -2840545 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -2840901.000000 Penalty: 999.429993
	Iteration 13Q: 3 clusters Score -2840901 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -2841139.000000 Penalty: 999.429993
	Iteration 14Q: 3 clusters Score -2841139 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -2841298.500000 Penalty: 999.429993
	Iteration 15Q: 3 clusters Score -2841298 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -2841381.500000 Penalty: 999.429993
	Iteration 16Q: 3 clusters Score -2841382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -2841458.500000 Penalty: 999.429993
	Iteration 17Q: 3 clusters Score -2841458 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -2841528.250000 Penalty: 999.429993
	Iteration 18Q: 3 clusters Score -2841528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -2841573.250000 Penalty: 999.429993
	Iteration 19Q: 3 clusters Score -2841573 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -2841610.750000 Penalty: 999.429993
	Iteration 20F: 3 clusters Score -2841611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -2841626.000000 Penalty: 999.429993
	Iteration 21Q: 3 clusters Score -2841626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -2841645.000000 Penalty: 999.429993
	Iteration 22Q: 3 clusters Score -2841645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -2841659.000000 Penalty: 999.429993
	Iteration 23Q: 3 clusters Score -2841659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -2841674.750000 Penalty: 999.429993
	Iteration 24Q: 3 clusters Score -2841675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -2841686.000000 Penalty: 999.429993
	Iteration 25Q: 3 clusters Score -2841686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -2841688.250000 Penalty: 999.429993
	Iteration 26Q: 3 clusters Score -2841688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -2841698.500000 Penalty: 999.429993
	Iteration 27Q: 3 clusters Score -2841698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -2841706.750000 Penalty: 999.429993
	Iteration 28Q: 3 clusters Score -2841707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -2841717.000000 Penalty: 999.429993
	Iteration 29Q: 3 clusters Score -2841717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -2841718.250000 Penalty: 999.429993
	Iteration 30Q: 3 clusters Score -2841718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -2841719.250000 Penalty: 999.429993
	Iteration 31Q: 3 clusters Score -2841719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -2841725.750000 Penalty: 999.429993
	Iteration 32Q: 3 clusters Score -2841726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -2841735.500000 Penalty: 999.429993
	Iteration 33Q: 3 clusters Score -2841736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -2841734.000000 Penalty: 999.429993
	Iteration 34Q: 3 clusters Score -2841734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -2841738.000000 Penalty: 999.429993
	Iteration 35Q: 3 clusters Score -2841738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -2841740.000000 Penalty: 999.429993
	Iteration 36Q: 3 clusters Score -2841740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -2841739.750000 Penalty: 999.429993
	Iteration 37Q: 3 clusters Score -2841740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -2841742.750000 Penalty: 999.429993
	Iteration 38Q: 3 clusters Score -2841743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -2841744.250000 Penalty: 999.429993
	Iteration 39Q: 3 clusters Score -2841744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -2841742.750000 Penalty: 999.429993
	Iteration 40F: 3 clusters Score -2841743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -2841744.750000 Penalty: 999.429993
	Iteration 41Q: 3 clusters Score -2841745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -2841747.000000 Penalty: 999.429993
	Iteration 42Q: 3 clusters Score -2841747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -2841746.000000 Penalty: 999.429993
	Iteration 43Q: 3 clusters Score -2841746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -2841749.750000 Penalty: 999.429993
	Iteration 44Q: 3 clusters Score -2841750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -2841752.500000 Penalty: 999.429993
	Iteration 45Q: 3 clusters Score -2841752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -2841749.750000 Penalty: 999.429993
	Iteration 46Q: 3 clusters Score -2841750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -2841749.500000 Penalty: 999.429993
	Iteration 47Q: 3 clusters Score -2841750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -2841751.000000 Penalty: 999.429993
	Iteration 48Q: 3 clusters Score -2841751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -2841751.000000 Penalty: 999.429993
	Iteration 49F: 3 clusters Score -2841751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -20180.216797 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -20180.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19759.558594 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -19759.56 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19942.599609 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -19942.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19993.759766 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -19993.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20016.951172 Penalty: 557.346191
	Iteration 3Q: 3 clusters Score -20016.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20028.072266 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -20028.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20037.867188 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -20037.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20037.867188 Penalty: 557.346191
	Iteration 6F: 3 clusters Score -20037.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Entering Unmasked Estep 
Score: -1075648.750000 Penalty: 455.416473
	Iteration 0F: 2 clusters Score -1075649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1060820.375000 Penalty: 910.832947
	Iteration 0F: 3 clusters Score -1060820 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1067046.375000 Penalty: 910.832947
	Iteration 1F: 3 clusters Score -1067046 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1067547.750000 Penalty: 910.832947
	Iteration 2F: 3 clusters Score -1067548 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1068226.625000 Penalty: 910.832947
	Iteration 3F: 3 clusters Score -1068227 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1069157.750000 Penalty: 910.832947
	Iteration 4F: 3 clusters Score -1069158 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1070390.375000 Penalty: 910.832947
	Iteration 5F: 3 clusters Score -1070390 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1071776.375000 Penalty: 910.832947
	Iteration 6F: 3 clusters Score -1071776 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1072816.375000 Penalty: 910.832947
	Iteration 7F: 3 clusters Score -1072816 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1073228.000000 Penalty: 910.832947
	Iteration 8Q: 3 clusters Score -1073228 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1073354.000000 Penalty: 910.832947
	Iteration 9Q: 3 clusters Score -1073354 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1073442.500000 Penalty: 910.832947
	Iteration 10Q: 3 clusters Score -1073442 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1073521.500000 Penalty: 910.832947
	Iteration 11Q: 3 clusters Score -1073522 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1073594.500000 Penalty: 910.832947
	Iteration 12Q: 3 clusters Score -1073594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1073665.250000 Penalty: 910.832947
	Iteration 13Q: 3 clusters Score -1073665 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1073737.375000 Penalty: 910.832947
	Iteration 14Q: 3 clusters Score -1073737 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1073821.250000 Penalty: 910.832947
	Iteration 15Q: 3 clusters Score -1073821 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1073908.125000 Penalty: 910.832947
	Iteration 16Q: 3 clusters Score -1073908 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1073975.125000 Penalty: 910.832947
	Iteration 17Q: 3 clusters Score -1073975 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1074023.250000 Penalty: 910.832947
	Iteration 18Q: 3 clusters Score -1074023 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1074062.625000 Penalty: 910.832947
	Iteration 19Q: 3 clusters Score -1074063 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1074100.625000 Penalty: 910.832947
	Iteration 20F: 3 clusters Score -1074101 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1074142.625000 Penalty: 910.832947
	Iteration 21Q: 3 clusters Score -1074143 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1074199.000000 Penalty: 910.832947
	Iteration 22Q: 3 clusters Score -1074199 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1074252.375000 Penalty: 910.832947
	Iteration 23Q: 3 clusters Score -1074252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1074327.875000 Penalty: 910.832947
	Iteration 24Q: 3 clusters Score -1074328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1074402.750000 Penalty: 910.832947
	Iteration 25Q: 3 clusters Score -1074403 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1074469.500000 Penalty: 910.832947
	Iteration 26Q: 3 clusters Score -1074470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1074534.250000 Penalty: 910.832947
	Iteration 27Q: 3 clusters Score -1074534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1074586.625000 Penalty: 910.832947
	Iteration 28Q: 3 clusters Score -1074587 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1074630.875000 Penalty: 910.832947
	Iteration 29Q: 3 clusters Score -1074631 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1074672.500000 Penalty: 910.832947
	Iteration 30Q: 3 clusters Score -1074672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1074726.500000 Penalty: 910.832947
	Iteration 31Q: 3 clusters Score -1074726 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1074780.000000 Penalty: 910.832947
	Iteration 32Q: 3 clusters Score -1074780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1074816.875000 Penalty: 910.832947
	Iteration 33Q: 3 clusters Score -1074817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1074862.000000 Penalty: 910.832947
	Iteration 34Q: 3 clusters Score -1074862 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1074904.625000 Penalty: 910.832947
	Iteration 35Q: 3 clusters Score -1074905 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1074947.500000 Penalty: 910.832947
	Iteration 36Q: 3 clusters Score -1074948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1074980.750000 Penalty: 910.832947
	Iteration 37Q: 3 clusters Score -1074981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1075005.000000 Penalty: 910.832947
	Iteration 38Q: 3 clusters Score -1075005 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1075034.500000 Penalty: 910.832947
	Iteration 39Q: 3 clusters Score -1075034 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1075067.125000 Penalty: 910.832947
	Iteration 40F: 3 clusters Score -1075067 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1075088.250000 Penalty: 910.832947
	Iteration 41Q: 3 clusters Score -1075088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1075111.375000 Penalty: 910.832947
	Iteration 42Q: 3 clusters Score -1075111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1075133.875000 Penalty: 910.832947
	Iteration 43Q: 3 clusters Score -1075134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1075154.000000 Penalty: 910.832947
	Iteration 44Q: 3 clusters Score -1075154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1075167.625000 Penalty: 910.832947
	Iteration 45Q: 3 clusters Score -1075168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1075177.250000 Penalty: 910.832947
	Iteration 46Q: 3 clusters Score -1075177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1075187.125000 Penalty: 910.832947
	Iteration 47Q: 3 clusters Score -1075187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1075194.250000 Penalty: 910.832947
	Iteration 48Q: 3 clusters Score -1075194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1075205.125000 Penalty: 910.832947
	Iteration 49Q: 3 clusters Score -1075205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1075212.875000 Penalty: 910.832947
	Iteration 50Q: 3 clusters Score -1075213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1075216.000000 Penalty: 910.832947
	Iteration 51Q: 3 clusters Score -1075216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1075219.875000 Penalty: 910.832947
	Iteration 52Q: 3 clusters Score -1075220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1075224.000000 Penalty: 910.832947
	Iteration 53Q: 3 clusters Score -1075224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -1075228.250000 Penalty: 910.832947
	Iteration 54Q: 3 clusters Score -1075228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1075238.875000 Penalty: 910.832947
	Iteration 55Q: 3 clusters Score -1075239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1075244.625000 Penalty: 910.832947
	Iteration 56Q: 3 clusters Score -1075245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1075259.000000 Penalty: 910.832947
	Iteration 57Q: 3 clusters Score -1075259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1075266.000000 Penalty: 910.832947
	Iteration 58Q: 3 clusters Score -1075266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1075271.500000 Penalty: 910.832947
	Iteration 59Q: 3 clusters Score -1075272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1075275.500000 Penalty: 910.832947
	Iteration 60F: 3 clusters Score -1075276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1075286.250000 Penalty: 910.832947
	Iteration 61Q: 3 clusters Score -1075286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1075294.250000 Penalty: 910.832947
	Iteration 62Q: 3 clusters Score -1075294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1075300.125000 Penalty: 910.832947
	Iteration 63Q: 3 clusters Score -1075300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -1075309.125000 Penalty: 910.832947
	Iteration 64Q: 3 clusters Score -1075309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1075314.750000 Penalty: 910.832947
	Iteration 65Q: 3 clusters Score -1075315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -1075323.500000 Penalty: 910.832947
	Iteration 66Q: 3 clusters Score -1075324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -1075330.000000 Penalty: 910.832947
	Iteration 67Q: 3 clusters Score -1075330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1075335.250000 Penalty: 910.832947
	Iteration 68Q: 3 clusters Score -1075335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -1075339.125000 Penalty: 910.832947
	Iteration 69Q: 3 clusters Score -1075339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -1075338.875000 Penalty: 910.832947
	Iteration 70Q: 3 clusters Score -1075339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1075339.875000 Penalty: 910.832947
	Iteration 71Q: 3 clusters Score -1075340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1075340.625000 Penalty: 910.832947
	Iteration 72Q: 3 clusters Score -1075341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1075341.875000 Penalty: 910.832947
	Iteration 73Q: 3 clusters Score -1075342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1075341.000000 Penalty: 910.832947
	Iteration 74Q: 3 clusters Score -1075341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1075341.000000 Penalty: 910.832947
	Iteration 75F: 3 clusters Score -1075341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6398.528320 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6398.528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6473.237305 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6473.237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6489.957031 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6489.957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6500.293457 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6500.293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6503.675781 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6503.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6504.971680 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6504.972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6504.971680 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -6504.972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2940.957031 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2940.957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2951.336914 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2951.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2962.666748 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2962.667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2962.666748 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -2962.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5757.011719 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5757.012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5830.280762 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5830.281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5850.877930 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -5850.878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5868.823730 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5868.824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5870.166992 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5870.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5870.166992 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -5870.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131187 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 98073 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142335 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58850 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22229 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236836.000000 Penalty: 14972.122070
Iteration 439Q: 26 clusters Score -2.323684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131202 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 98071 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142327 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58850 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22226 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236838.000000 Penalty: 14972.122070
Iteration 440F: 26 clusters Score -2.323684e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131215 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 98073 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33916 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142312 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58854 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22224 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236866.000000 Penalty: 14972.122070
Iteration 441Q: 26 clusters Score -2.323687e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131223 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 98073 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33915 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142307 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58853 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22225 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236860.000000 Penalty: 14972.122070
Iteration 442Q: 26 clusters Score -2.323686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131231 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 98073 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142303 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58848 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22226 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236874.000000 Penalty: 14972.122070
Iteration 443Q: 26 clusters Score -2.323687e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131249 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 98076 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33919 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142289 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58841 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22225 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236912.000000 Penalty: 14972.122070
Iteration 444Q: 26 clusters Score -2.323691e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131260 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 98078 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33920 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142286 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58832 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22223 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236926.000000 Penalty: 14972.122070
Iteration 445Q: 26 clusters Score -2.323693e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131282 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 98081 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33922 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142266 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58827 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22221 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236930.000000 Penalty: 14972.122070
Iteration 446Q: 26 clusters Score -2.323693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131305 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 98079 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33925 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142252 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58822 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236928.000000 Penalty: 14972.122070
Iteration 447Q: 26 clusters Score -2.323693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131321 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6682 members 
Mstep: Class 6 contains 98079 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33927 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142241 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 58818 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236946.000000 Penalty: 14972.122070
Iteration 448Q: 26 clusters Score -2.323695e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131343 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 98078 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33929 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142230 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 58808 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236948.000000 Penalty: 14972.122070
Iteration 449Q: 26 clusters Score -2.323695e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 131358 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6680 members 
Mstep: Class 6 contains 98080 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33931 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142221 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 58799 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22218 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236962.000000 Penalty: 14972.122070
Iteration 450Q: 26 clusters Score -2.323696e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4785 members 
Mstep: Class 3 contains 131374 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6678 members 
Mstep: Class 6 contains 98080 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33931 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 142213 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1510 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22216 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236950.000000 Penalty: 14972.122070
Iteration 451Q: 26 clusters Score -2.323695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 131382 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 98078 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33932 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142208 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22216 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236920.000000 Penalty: 14972.122070
Iteration 452Q: 26 clusters Score -2.323692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 3 contains 131395 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6671 members 
Mstep: Class 6 contains 98071 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33932 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142204 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22216 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236906.000000 Penalty: 14972.122070
Iteration 453Q: 26 clusters Score -2.323691e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 131407 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 98071 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33935 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142190 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58795 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22216 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236902.000000 Penalty: 14972.122070
Iteration 454Q: 26 clusters Score -2.32369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131410 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98074 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33936 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142185 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22215 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236874.000000 Penalty: 14972.122070
Iteration 455Q: 26 clusters Score -2.323687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131418 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98076 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33937 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142180 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58791 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22212 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236880.000000 Penalty: 14972.122070
Iteration 456Q: 26 clusters Score -2.323688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131423 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98078 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142173 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58791 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22211 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236886.000000 Penalty: 14972.122070
Iteration 457Q: 26 clusters Score -2.323689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131429 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98079 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142169 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58789 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236884.000000 Penalty: 14972.122070
Iteration 458Q: 26 clusters Score -2.323688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131430 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98081 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33937 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142169 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58788 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22209 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236878.000000 Penalty: 14972.122070
Iteration 459Q: 26 clusters Score -2.323688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131426 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98081 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142174 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58786 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22209 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236890.000000 Penalty: 14972.122070
Iteration 460F: 26 clusters Score -2.323689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131428 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 98081 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142172 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58786 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22209 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236876.000000 Penalty: 14972.122070
Iteration 461Q: 26 clusters Score -2.323688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131430 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98080 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33938 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 142171 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58786 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236898.000000 Penalty: 14972.122070
Iteration 462Q: 26 clusters Score -2.32369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131431 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98081 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 142168 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58787 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236888.000000 Penalty: 14972.122070
Iteration 463Q: 26 clusters Score -2.323689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131437 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98083 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142160 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58789 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236882.000000 Penalty: 14972.122070
Iteration 464Q: 26 clusters Score -2.323688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131438 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98087 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142154 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58790 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236878.000000 Penalty: 14972.122070
Iteration 465Q: 26 clusters Score -2.323688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131438 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98090 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142151 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58790 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22210 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236882.000000 Penalty: 14972.122070
Iteration 466Q: 26 clusters Score -2.323688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131435 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98090 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142157 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58792 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22205 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236882.000000 Penalty: 14972.122070
Iteration 467Q: 26 clusters Score -2.323688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131438 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98090 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142156 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58792 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22203 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236890.000000 Penalty: 14972.122070
Iteration 468Q: 26 clusters Score -2.323689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131439 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98090 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142154 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22202 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236902.000000 Penalty: 14972.122070
Iteration 469Q: 26 clusters Score -2.32369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131439 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142154 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236896.000000 Penalty: 14972.122070
Iteration 470Q: 26 clusters Score -2.32369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131440 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142154 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236890.000000 Penalty: 14972.122070
Iteration 471Q: 26 clusters Score -2.323689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131442 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142153 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58794 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236888.000000 Penalty: 14972.122070
Iteration 472Q: 26 clusters Score -2.323689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131442 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142152 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58795 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236896.000000 Penalty: 14972.122070
Iteration 473Q: 26 clusters Score -2.32369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131442 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142152 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58795 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23236896.000000 Penalty: 14972.122070
Iteration 474F: 26 clusters Score -2.32369e+07 nChanged 0
Entering ConstructFrom: 
Score: -23236896.000000 Penalty: 14972.122070
Entering ConstructFrom: 
Trying to split cluster 1 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -11727.444336 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -11727.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11364.244141 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -11364.24 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11461.161133 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -11461.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11490.067383 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -11490.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11514.017578 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -11514.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11527.664062 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -11527.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11532.134766 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -11532.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11536.094727 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -11536.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11542.803711 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -11542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11545.355469 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -11545.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11546.481445 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -11546.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11547.854492 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -11547.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11548.461914 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -11548.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11549.900391 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -11549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11550.862305 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -11550.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11555.791992 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -11555.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11558.796875 Penalty: 526.047668
	Iteration 15Q: 3 clusters Score -11558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11560.930664 Penalty: 526.047668
	Iteration 16Q: 3 clusters Score -11560.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11562.348633 Penalty: 526.047668
	Iteration 17Q: 3 clusters Score -11562.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11563.001953 Penalty: 526.047668
	Iteration 18Q: 3 clusters Score -11563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11563.334961 Penalty: 526.047668
	Iteration 19Q: 3 clusters Score -11563.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11563.334961 Penalty: 526.047668
	Iteration 20F: 3 clusters Score -11563.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -216742.515625 Penalty: 385.617981
	Iteration 0F: 2 clusters Score -216742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -213525.640625 Penalty: 771.235962
	Iteration 0F: 3 clusters Score -213525.6 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -215000.078125 Penalty: 771.235962
	Iteration 1F: 3 clusters Score -215000.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -215386.546875 Penalty: 771.235962
	Iteration 2F: 3 clusters Score -215386.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -215743.671875 Penalty: 771.235962
	Iteration 3F: 3 clusters Score -215743.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -215990.156250 Penalty: 771.235962
	Iteration 4F: 3 clusters Score -215990.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -216119.109375 Penalty: 771.235962
	Iteration 5Q: 3 clusters Score -216119.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -216195.625000 Penalty: 771.235962
	Iteration 6Q: 3 clusters Score -216195.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -216237.828125 Penalty: 771.235962
	Iteration 7Q: 3 clusters Score -216237.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -216260.296875 Penalty: 771.235962
	Iteration 8Q: 3 clusters Score -216260.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -216277.531250 Penalty: 771.235962
	Iteration 9Q: 3 clusters Score -216277.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -216290.625000 Penalty: 771.235962
	Iteration 10Q: 3 clusters Score -216290.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -216303.046875 Penalty: 771.235962
	Iteration 11Q: 3 clusters Score -216303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -216314.250000 Penalty: 771.235962
	Iteration 12Q: 3 clusters Score -216314.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -216324.171875 Penalty: 771.235962
	Iteration 13Q: 3 clusters Score -216324.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -216337.109375 Penalty: 771.235962
	Iteration 14Q: 3 clusters Score -216337.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -216348.640625 Penalty: 771.235962
	Iteration 15Q: 3 clusters Score -216348.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -216363.828125 Penalty: 771.235962
	Iteration 16Q: 3 clusters Score -216363.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -216376.437500 Penalty: 771.235962
	Iteration 17Q: 3 clusters Score -216376.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -216383.828125 Penalty: 771.235962
	Iteration 18Q: 3 clusters Score -216383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -216390.625000 Penalty: 771.235962
	Iteration 19Q: 3 clusters Score -216390.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -216397.703125 Penalty: 771.235962
	Iteration 20F: 3 clusters Score -216397.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -216402.328125 Penalty: 771.235962
	Iteration 21Q: 3 clusters Score -216402.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -216405.546875 Penalty: 771.235962
	Iteration 22Q: 3 clusters Score -216405.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -216409.296875 Penalty: 771.235962
	Iteration 23Q: 3 clusters Score -216409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -216413.703125 Penalty: 771.235962
	Iteration 24Q: 3 clusters Score -216413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -216416.203125 Penalty: 771.235962
	Iteration 25Q: 3 clusters Score -216416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -216418.093750 Penalty: 771.235962
	Iteration 26Q: 3 clusters Score -216418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -216422.968750 Penalty: 771.235962
	Iteration 27Q: 3 clusters Score -216423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -216426.671875 Penalty: 771.235962
	Iteration 28Q: 3 clusters Score -216426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -216428.703125 Penalty: 771.235962
	Iteration 29Q: 3 clusters Score -216428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -216429.828125 Penalty: 771.235962
	Iteration 30Q: 3 clusters Score -216429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -216431.140625 Penalty: 771.235962
	Iteration 31Q: 3 clusters Score -216431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -216432.843750 Penalty: 771.235962
	Iteration 32Q: 3 clusters Score -216432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -216434.656250 Penalty: 771.235962
	Iteration 33Q: 3 clusters Score -216434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -216436.093750 Penalty: 771.235962
	Iteration 34Q: 3 clusters Score -216436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -216436.093750 Penalty: 771.235962
	Iteration 35F: 3 clusters Score -216436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (131442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Entering Unmasked Estep 
Score: -6086399.500000 Penalty: 536.277588
	Iteration 0F: 2 clusters Score -6086400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -5997080.000000 Penalty: 1072.555176
	Iteration 0F: 3 clusters Score -5997080 nChanged 64638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -6037654.000000 Penalty: 1072.555176
	Iteration 1F: 3 clusters Score -6037654 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -6039610.000000 Penalty: 1072.555176
	Iteration 2Q: 3 clusters Score -6039610 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -6042961.500000 Penalty: 1072.555176
	Iteration 3F: 3 clusters Score -6042962 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 80199 members 
Entering Unmasked Estep 
Score: -6048606.500000 Penalty: 1072.555176
	Iteration 4F: 3 clusters Score -6048606 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -6057072.500000 Penalty: 1072.555176
	Iteration 5F: 3 clusters Score -6057072 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -6066497.500000 Penalty: 1072.555176
	Iteration 6F: 3 clusters Score -6066498 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -6072701.500000 Penalty: 1072.555176
	Iteration 7F: 3 clusters Score -6072702 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -6075367.500000 Penalty: 1072.555176
	Iteration 8Q: 3 clusters Score -6075368 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -6076973.500000 Penalty: 1072.555176
	Iteration 9Q: 3 clusters Score -6076974 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -6078121.000000 Penalty: 1072.555176
	Iteration 10Q: 3 clusters Score -6078121 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -6079067.500000 Penalty: 1072.555176
	Iteration 11Q: 3 clusters Score -6079068 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -6079678.000000 Penalty: 1072.555176
	Iteration 12Q: 3 clusters Score -6079678 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -6080156.500000 Penalty: 1072.555176
	Iteration 13Q: 3 clusters Score -6080156 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -6080442.000000 Penalty: 1072.555176
	Iteration 14Q: 3 clusters Score -6080442 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -6080675.000000 Penalty: 1072.555176
	Iteration 15Q: 3 clusters Score -6080675 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -6080774.000000 Penalty: 1072.555176
	Iteration 16Q: 3 clusters Score -6080774 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -6080872.500000 Penalty: 1072.555176
	Iteration 17Q: 3 clusters Score -6080872 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -6080958.000000 Penalty: 1072.555176
	Iteration 18Q: 3 clusters Score -6080958 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -6080994.000000 Penalty: 1072.555176
	Iteration 19Q: 3 clusters Score -6080994 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -6081019.000000 Penalty: 1072.555176
	Iteration 20F: 3 clusters Score -6081019 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -6081024.500000 Penalty: 1072.555176
	Iteration 21Q: 3 clusters Score -6081024 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -6081048.500000 Penalty: 1072.555176
	Iteration 22Q: 3 clusters Score -6081048 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -6081094.000000 Penalty: 1072.555176
	Iteration 23Q: 3 clusters Score -6081094 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -6081132.500000 Penalty: 1072.555176
	Iteration 24Q: 3 clusters Score -6081132 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -6081127.500000 Penalty: 1072.555176
	Iteration 25Q: 3 clusters Score -6081128 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -6081143.500000 Penalty: 1072.555176
	Iteration 26Q: 3 clusters Score -6081144 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -6081161.500000 Penalty: 1072.555176
	Iteration 27Q: 3 clusters Score -6081162 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -6081191.500000 Penalty: 1072.555176
	Iteration 28Q: 3 clusters Score -6081192 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -6081223.000000 Penalty: 1072.555176
	Iteration 29Q: 3 clusters Score -6081223 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -6081219.000000 Penalty: 1072.555176
	Iteration 30Q: 3 clusters Score -6081219 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -6081247.000000 Penalty: 1072.555176
	Iteration 31Q: 3 clusters Score -6081247 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 107997 members 
Entering Unmasked Estep 
Score: -6081263.500000 Penalty: 1072.555176
	Iteration 32Q: 3 clusters Score -6081264 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -6081260.500000 Penalty: 1072.555176
	Iteration 33Q: 3 clusters Score -6081260 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -6081264.000000 Penalty: 1072.555176
	Iteration 34Q: 3 clusters Score -6081264 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -6081288.500000 Penalty: 1072.555176
	Iteration 35Q: 3 clusters Score -6081288 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -6081323.500000 Penalty: 1072.555176
	Iteration 36Q: 3 clusters Score -6081324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -6081329.000000 Penalty: 1072.555176
	Iteration 37Q: 3 clusters Score -6081329 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -6081338.000000 Penalty: 1072.555176
	Iteration 38Q: 3 clusters Score -6081338 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -6081354.500000 Penalty: 1072.555176
	Iteration 39Q: 3 clusters Score -6081354 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -6081371.500000 Penalty: 1072.555176
	Iteration 40F: 3 clusters Score -6081372 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -6081386.500000 Penalty: 1072.555176
	Iteration 41Q: 3 clusters Score -6081386 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -6081410.000000 Penalty: 1072.555176
	Iteration 42Q: 3 clusters Score -6081410 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -6081460.000000 Penalty: 1072.555176
	Iteration 43Q: 3 clusters Score -6081460 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -6081482.000000 Penalty: 1072.555176
	Iteration 44Q: 3 clusters Score -6081482 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -6081534.000000 Penalty: 1072.555176
	Iteration 45Q: 3 clusters Score -6081534 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -6081538.000000 Penalty: 1072.555176
	Iteration 46Q: 3 clusters Score -6081538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -6081546.500000 Penalty: 1072.555176
	Iteration 47Q: 3 clusters Score -6081546 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -6081549.500000 Penalty: 1072.555176
	Iteration 48Q: 3 clusters Score -6081550 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 113579 members 
Entering Unmasked Estep 
Score: -6081588.000000 Penalty: 1072.555176
	Iteration 49Q: 3 clusters Score -6081588 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -6081593.500000 Penalty: 1072.555176
	Iteration 50Q: 3 clusters Score -6081594 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -6081602.000000 Penalty: 1072.555176
	Iteration 51Q: 3 clusters Score -6081602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -6081640.500000 Penalty: 1072.555176
	Iteration 52Q: 3 clusters Score -6081640 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 114837 members 
Entering Unmasked Estep 
Score: -6081634.500000 Penalty: 1072.555176
	Iteration 53Q: 3 clusters Score -6081634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -6081661.000000 Penalty: 1072.555176
	Iteration 54Q: 3 clusters Score -6081661 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -6081709.500000 Penalty: 1072.555176
	Iteration 55Q: 3 clusters Score -6081710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -6081738.500000 Penalty: 1072.555176
	Iteration 56Q: 3 clusters Score -6081738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -6081760.000000 Penalty: 1072.555176
	Iteration 57Q: 3 clusters Score -6081760 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -6081784.000000 Penalty: 1072.555176
	Iteration 58Q: 3 clusters Score -6081784 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 116810 members 
Entering Unmasked Estep 
Score: -6081776.500000 Penalty: 1072.555176
	Iteration 59Q: 3 clusters Score -6081776 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -6081840.500000 Penalty: 1072.555176
	Iteration 60F: 3 clusters Score -6081840 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -6081897.000000 Penalty: 1072.555176
	Iteration 61Q: 3 clusters Score -6081897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -6081912.500000 Penalty: 1072.555176
	Iteration 62Q: 3 clusters Score -6081912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 118311 members 
Entering Unmasked Estep 
Score: -6081950.500000 Penalty: 1072.555176
	Iteration 63Q: 3 clusters Score -6081950 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 118744 members 
Entering Unmasked Estep 
Score: -6082000.000000 Penalty: 1072.555176
	Iteration 64Q: 3 clusters Score -6082000 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 119203 members 
Entering Unmasked Estep 
Score: -6082080.500000 Penalty: 1072.555176
	Iteration 65Q: 3 clusters Score -6082080 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -6082184.000000 Penalty: 1072.555176
	Iteration 66Q: 3 clusters Score -6082184 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 120202 members 
Entering Unmasked Estep 
Score: -6082270.000000 Penalty: 1072.555176
	Iteration 67Q: 3 clusters Score -6082270 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -6082381.000000 Penalty: 1072.555176
	Iteration 68Q: 3 clusters Score -6082381 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 121331 members 
Entering Unmasked Estep 
Score: -6082511.500000 Penalty: 1072.555176
	Iteration 69Q: 3 clusters Score -6082512 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -6082672.500000 Penalty: 1072.555176
	Iteration 70Q: 3 clusters Score -6082672 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -6082898.500000 Penalty: 1072.555176
	Iteration 71Q: 3 clusters Score -6082898 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -6083083.000000 Penalty: 1072.555176
	Iteration 72Q: 3 clusters Score -6083083 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -6083312.500000 Penalty: 1072.555176
	Iteration 73Q: 3 clusters Score -6083312 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -6083531.500000 Penalty: 1072.555176
	Iteration 74Q: 3 clusters Score -6083532 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 125405 members 
Entering Unmasked Estep 
Score: -6083777.000000 Penalty: 1072.555176
	Iteration 75Q: 3 clusters Score -6083777 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -6084042.000000 Penalty: 1072.555176
	Iteration 76Q: 3 clusters Score -6084042 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 126767 members 
Entering Unmasked Estep 
Score: -6084330.000000 Penalty: 1072.555176
	Iteration 77Q: 3 clusters Score -6084330 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -6084590.500000 Penalty: 1072.555176
	Iteration 78Q: 3 clusters Score -6084590 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 127981 members 
Entering Unmasked Estep 
Score: -6084827.500000 Penalty: 1072.555176
	Iteration 79Q: 3 clusters Score -6084828 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 128504 members 
Entering Unmasked Estep 
Score: -6085052.500000 Penalty: 1072.555176
	Iteration 80F: 3 clusters Score -6085052 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 128934 members 
Entering Unmasked Estep 
Score: -6085209.000000 Penalty: 1072.555176
	Iteration 81Q: 3 clusters Score -6085209 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -6085381.500000 Penalty: 1072.555176
	Iteration 82Q: 3 clusters Score -6085382 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 129650 members 
Entering Unmasked Estep 
Score: -6085531.000000 Penalty: 1072.555176
	Iteration 83Q: 3 clusters Score -6085531 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -6085650.000000 Penalty: 1072.555176
	Iteration 84Q: 3 clusters Score -6085650 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 130116 members 
Entering Unmasked Estep 
Score: -6085718.000000 Penalty: 1072.555176
	Iteration 85Q: 3 clusters Score -6085718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 130286 members 
Entering Unmasked Estep 
Score: -6085792.000000 Penalty: 1072.555176
	Iteration 86Q: 3 clusters Score -6085792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 130426 members 
Entering Unmasked Estep 
Score: -6085840.000000 Penalty: 1072.555176
	Iteration 87Q: 3 clusters Score -6085840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 130525 members 
Entering Unmasked Estep 
Score: -6085884.500000 Penalty: 1072.555176
	Iteration 88Q: 3 clusters Score -6085884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -6085917.500000 Penalty: 1072.555176
	Iteration 89Q: 3 clusters Score -6085918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 130693 members 
Entering Unmasked Estep 
Score: -6085949.000000 Penalty: 1072.555176
	Iteration 90Q: 3 clusters Score -6085949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -6085949.000000 Penalty: 1072.555176
	Iteration 91Q: 3 clusters Score -6085949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -6085954.000000 Penalty: 1072.555176
	Iteration 92Q: 3 clusters Score -6085954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -6085962.500000 Penalty: 1072.555176
	Iteration 93Q: 3 clusters Score -6085962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -6085961.000000 Penalty: 1072.555176
	Iteration 94Q: 3 clusters Score -6085961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -6085958.500000 Penalty: 1072.555176
	Iteration 95Q: 3 clusters Score -6085958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -6085969.500000 Penalty: 1072.555176
	Iteration 96Q: 3 clusters Score -6085970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 130894 members 
Entering Unmasked Estep 
Score: -6085975.500000 Penalty: 1072.555176
	Iteration 97Q: 3 clusters Score -6085976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -6085982.500000 Penalty: 1072.555176
	Iteration 98Q: 3 clusters Score -6085982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 130913 members 
Entering Unmasked Estep 
Score: -6085985.000000 Penalty: 1072.555176
	Iteration 99Q: 3 clusters Score -6085985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 130923 members 
Entering Unmasked Estep 
Score: -6085987.500000 Penalty: 1072.555176
	Iteration 100F: 3 clusters Score -6085988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -6085984.500000 Penalty: 1072.555176
	Iteration 101Q: 3 clusters Score -6085984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 130946 members 
Entering Unmasked Estep 
Score: -6085999.000000 Penalty: 1072.555176
	Iteration 102Q: 3 clusters Score -6085999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -6086007.000000 Penalty: 1072.555176
	Iteration 103Q: 3 clusters Score -6086007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -6086005.000000 Penalty: 1072.555176
	Iteration 104Q: 3 clusters Score -6086005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -6086010.000000 Penalty: 1072.555176
	Iteration 105Q: 3 clusters Score -6086010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -6086007.000000 Penalty: 1072.555176
	Iteration 106Q: 3 clusters Score -6086007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -6086011.000000 Penalty: 1072.555176
	Iteration 107Q: 3 clusters Score -6086011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 130974 members 
Entering Unmasked Estep 
Score: -6086013.000000 Penalty: 1072.555176
	Iteration 108Q: 3 clusters Score -6086013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -6086013.500000 Penalty: 1072.555176
	Iteration 109Q: 3 clusters Score -6086014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -6086009.000000 Penalty: 1072.555176
	Iteration 110Q: 3 clusters Score -6086009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 130974 members 
Entering Unmasked Estep 
Score: -6086010.500000 Penalty: 1072.555176
	Iteration 111Q: 3 clusters Score -6086010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 130977 members 
Entering Unmasked Estep 
Score: -6086007.500000 Penalty: 1072.555176
	Iteration 112Q: 3 clusters Score -6086008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -6086009.000000 Penalty: 1072.555176
	Iteration 113Q: 3 clusters Score -6086009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 130979 members 
Entering Unmasked Estep 
Score: -6086009.500000 Penalty: 1072.555176
	Iteration 114Q: 3 clusters Score -6086010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 130979 members 
Entering Unmasked Estep 
Score: -6086009.500000 Penalty: 1072.555176
	Iteration 115Q: 3 clusters Score -6086010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -6086014.000000 Penalty: 1072.555176
	Iteration 116Q: 3 clusters Score -6086014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -6086017.500000 Penalty: 1072.555176
	Iteration 117Q: 3 clusters Score -6086018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 130992 members 
Entering Unmasked Estep 
Score: -6086016.500000 Penalty: 1072.555176
	Iteration 118Q: 3 clusters Score -6086016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -6086014.000000 Penalty: 1072.555176
	Iteration 119Q: 3 clusters Score -6086014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -6086012.000000 Penalty: 1072.555176
	Iteration 120F: 3 clusters Score -6086012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -6086019.500000 Penalty: 1072.555176
	Iteration 121Q: 3 clusters Score -6086020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 131004 members 
Entering Unmasked Estep 
Score: -6086021.500000 Penalty: 1072.555176
	Iteration 122Q: 3 clusters Score -6086022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -6086021.000000 Penalty: 1072.555176
	Iteration 123Q: 3 clusters Score -6086021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -6086021.000000 Penalty: 1072.555176
	Iteration 124Q: 3 clusters Score -6086021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -6086019.500000 Penalty: 1072.555176
	Iteration 125Q: 3 clusters Score -6086020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -6086020.000000 Penalty: 1072.555176
	Iteration 126Q: 3 clusters Score -6086020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 131013 members 
Entering Unmasked Estep 
Score: -6086022.000000 Penalty: 1072.555176
	Iteration 127Q: 3 clusters Score -6086022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -6086024.500000 Penalty: 1072.555176
	Iteration 128Q: 3 clusters Score -6086024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 131019 members 
Entering Unmasked Estep 
Score: -6086027.000000 Penalty: 1072.555176
	Iteration 129Q: 3 clusters Score -6086027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 131022 members 
Entering Unmasked Estep 
Score: -6086027.500000 Penalty: 1072.555176
	Iteration 130Q: 3 clusters Score -6086028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 131024 members 
Entering Unmasked Estep 
Score: -6086024.500000 Penalty: 1072.555176
	Iteration 131Q: 3 clusters Score -6086024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 131026 members 
Entering Unmasked Estep 
Score: -6086028.000000 Penalty: 1072.555176
	Iteration 132Q: 3 clusters Score -6086028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -6086027.500000 Penalty: 1072.555176
	Iteration 133Q: 3 clusters Score -6086028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -6086026.000000 Penalty: 1072.555176
	Iteration 134Q: 3 clusters Score -6086026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -6086029.000000 Penalty: 1072.555176
	Iteration 135Q: 3 clusters Score -6086029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -6086026.500000 Penalty: 1072.555176
	Iteration 136Q: 3 clusters Score -6086026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -6086028.000000 Penalty: 1072.555176
	Iteration 137Q: 3 clusters Score -6086028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
Score: -6086028.000000 Penalty: 1072.555176
	Iteration 138F: 3 clusters Score -6086028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -35967.671875 Penalty: 307.966431
	Iteration 0F: 2 clusters Score -35967.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35245.640625 Penalty: 615.932861
	Iteration 0F: 3 clusters Score -35245.64 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35471.898438 Penalty: 615.932861
	Iteration 1F: 3 clusters Score -35471.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -35564.714844 Penalty: 615.932861
	Iteration 2F: 3 clusters Score -35564.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -35645.796875 Penalty: 615.932861
	Iteration 3F: 3 clusters Score -35645.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35707.835938 Penalty: 615.932861
	Iteration 4F: 3 clusters Score -35707.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35755.316406 Penalty: 615.932861
	Iteration 5F: 3 clusters Score -35755.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35777.671875 Penalty: 615.932861
	Iteration 6Q: 3 clusters Score -35777.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -35805.273438 Penalty: 615.932861
	Iteration 7Q: 3 clusters Score -35805.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35815.742188 Penalty: 615.932861
	Iteration 8Q: 3 clusters Score -35815.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35821.605469 Penalty: 615.932861
	Iteration 9Q: 3 clusters Score -35821.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -35825.902344 Penalty: 615.932861
	Iteration 10Q: 3 clusters Score -35825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -35829.828125 Penalty: 615.932861
	Iteration 11Q: 3 clusters Score -35829.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -35832.035156 Penalty: 615.932861
	Iteration 12Q: 3 clusters Score -35832.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -35834.765625 Penalty: 615.932861
	Iteration 13Q: 3 clusters Score -35834.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35835.687500 Penalty: 615.932861
	Iteration 14Q: 3 clusters Score -35835.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35835.687500 Penalty: 615.932861
	Iteration 15F: 3 clusters Score -35835.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -327073.156250 Penalty: 400.610474
	Iteration 0F: 2 clusters Score -327073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -322533.281250 Penalty: 801.220947
	Iteration 0F: 3 clusters Score -322533.3 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -324274.093750 Penalty: 801.220947
	Iteration 1F: 3 clusters Score -324274.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -324442.812500 Penalty: 801.220947
	Iteration 2F: 3 clusters Score -324442.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -324618.687500 Penalty: 801.220947
	Iteration 3F: 3 clusters Score -324618.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -324818.718750 Penalty: 801.220947
	Iteration 4F: 3 clusters Score -324818.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -325109.187500 Penalty: 801.220947
	Iteration 5F: 3 clusters Score -325109.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -325450.062500 Penalty: 801.220947
	Iteration 6F: 3 clusters Score -325450.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -325728.218750 Penalty: 801.220947
	Iteration 7F: 3 clusters Score -325728.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -325901.218750 Penalty: 801.220947
	Iteration 8Q: 3 clusters Score -325901.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -326030.000000 Penalty: 801.220947
	Iteration 9Q: 3 clusters Score -326030 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -326133.468750 Penalty: 801.220947
	Iteration 10Q: 3 clusters Score -326133.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -326217.718750 Penalty: 801.220947
	Iteration 11Q: 3 clusters Score -326217.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -326290.062500 Penalty: 801.220947
	Iteration 12Q: 3 clusters Score -326290.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -326356.593750 Penalty: 801.220947
	Iteration 13Q: 3 clusters Score -326356.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -326418.750000 Penalty: 801.220947
	Iteration 14Q: 3 clusters Score -326418.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -326476.250000 Penalty: 801.220947
	Iteration 15Q: 3 clusters Score -326476.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -326511.375000 Penalty: 801.220947
	Iteration 16Q: 3 clusters Score -326511.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -326540.406250 Penalty: 801.220947
	Iteration 17Q: 3 clusters Score -326540.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -326566.281250 Penalty: 801.220947
	Iteration 18Q: 3 clusters Score -326566.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -326588.656250 Penalty: 801.220947
	Iteration 19Q: 3 clusters Score -326588.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -326608.468750 Penalty: 801.220947
	Iteration 20F: 3 clusters Score -326608.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -326626.750000 Penalty: 801.220947
	Iteration 21Q: 3 clusters Score -326626.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -326645.093750 Penalty: 801.220947
	Iteration 22Q: 3 clusters Score -326645.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -326661.343750 Penalty: 801.220947
	Iteration 23Q: 3 clusters Score -326661.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -326672.562500 Penalty: 801.220947
	Iteration 24Q: 3 clusters Score -326672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -326682.031250 Penalty: 801.220947
	Iteration 25Q: 3 clusters Score -326682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -326695.062500 Penalty: 801.220947
	Iteration 26Q: 3 clusters Score -326695.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -326710.625000 Penalty: 801.220947
	Iteration 27Q: 3 clusters Score -326710.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -326727.906250 Penalty: 801.220947
	Iteration 28Q: 3 clusters Score -326727.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -326747.812500 Penalty: 801.220947
	Iteration 29Q: 3 clusters Score -326747.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -326767.062500 Penalty: 801.220947
	Iteration 30Q: 3 clusters Score -326767.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -326786.468750 Penalty: 801.220947
	Iteration 31Q: 3 clusters Score -326786.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -326804.468750 Penalty: 801.220947
	Iteration 32Q: 3 clusters Score -326804.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -326817.406250 Penalty: 801.220947
	Iteration 33Q: 3 clusters Score -326817.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -326828.937500 Penalty: 801.220947
	Iteration 34Q: 3 clusters Score -326828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -326834.718750 Penalty: 801.220947
	Iteration 35Q: 3 clusters Score -326834.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -326837.531250 Penalty: 801.220947
	Iteration 36Q: 3 clusters Score -326837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -326840.250000 Penalty: 801.220947
	Iteration 37Q: 3 clusters Score -326840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -326844.000000 Penalty: 801.220947
	Iteration 38Q: 3 clusters Score -326844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -326848.093750 Penalty: 801.220947
	Iteration 39Q: 3 clusters Score -326848.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -326853.062500 Penalty: 801.220947
	Iteration 40F: 3 clusters Score -326853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -326855.281250 Penalty: 801.220947
	Iteration 41Q: 3 clusters Score -326855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -326858.875000 Penalty: 801.220947
	Iteration 42Q: 3 clusters Score -326858.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -326861.562500 Penalty: 801.220947
	Iteration 43Q: 3 clusters Score -326861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -326863.125000 Penalty: 801.220947
	Iteration 44Q: 3 clusters Score -326863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -326863.125000 Penalty: 801.220947
	Iteration 45Q: 3 clusters Score -326863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -326863.937500 Penalty: 801.220947
	Iteration 46Q: 3 clusters Score -326863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -326864.125000 Penalty: 801.220947
	Iteration 47Q: 3 clusters Score -326864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -326864.281250 Penalty: 801.220947
	Iteration 48Q: 3 clusters Score -326864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -326864.187500 Penalty: 801.220947
	Iteration 49Q: 3 clusters Score -326864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -326864.187500 Penalty: 801.220947
	Iteration 50F: 3 clusters Score -326864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Entering Unmasked Estep 
Score: -4610029.500000 Penalty: 522.961121
	Iteration 0F: 2 clusters Score -4610030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -4544129.500000 Penalty: 1045.922241
	Iteration 0F: 3 clusters Score -4544130 nChanged 47961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -4574121.500000 Penalty: 1045.922241
	Iteration 1F: 3 clusters Score -4574122 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -4577452.000000 Penalty: 1045.922241
	Iteration 2F: 3 clusters Score -4577452 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -4584190.000000 Penalty: 1045.922241
	Iteration 3F: 3 clusters Score -4584190 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -4594580.000000 Penalty: 1045.922241
	Iteration 4F: 3 clusters Score -4594580 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -4603898.000000 Penalty: 1045.922241
	Iteration 5F: 3 clusters Score -4603898 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -4608236.000000 Penalty: 1045.922241
	Iteration 6Q: 3 clusters Score -4608236 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -4609324.500000 Penalty: 1045.922241
	Iteration 7Q: 3 clusters Score -4609324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -4609494.000000 Penalty: 1045.922241
	Iteration 8Q: 3 clusters Score -4609494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -4609536.000000 Penalty: 1045.922241
	Iteration 9Q: 3 clusters Score -4609536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -4609555.500000 Penalty: 1045.922241
	Iteration 10Q: 3 clusters Score -4609556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -4609555.500000 Penalty: 1045.922241
	Iteration 11F: 3 clusters Score -4609556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -185340.593750 Penalty: 380.532074
	Iteration 0F: 2 clusters Score -185340.6 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 2147 members 
Entering Unmasked Estep 
Score: -182419.593750 Penalty: 761.064148
	Iteration 0F: 3 clusters Score -182419.6 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -183474.234375 Penalty: 761.064148
	Iteration 1F: 3 clusters Score -183474.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -183586.171875 Penalty: 761.064148
	Iteration 2F: 3 clusters Score -183586.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -183693.625000 Penalty: 761.064148
	Iteration 3F: 3 clusters Score -183693.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -183812.625000 Penalty: 761.064148
	Iteration 4F: 3 clusters Score -183812.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -183936.593750 Penalty: 761.064148
	Iteration 5F: 3 clusters Score -183936.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -184068.859375 Penalty: 761.064148
	Iteration 6Q: 3 clusters Score -184068.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -184252.343750 Penalty: 761.064148
	Iteration 7F: 3 clusters Score -184252.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -184463.265625 Penalty: 761.064148
	Iteration 8F: 3 clusters Score -184463.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -184668.343750 Penalty: 761.064148
	Iteration 9F: 3 clusters Score -184668.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -184829.296875 Penalty: 761.064148
	Iteration 10Q: 3 clusters Score -184829.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -184924.140625 Penalty: 761.064148
	Iteration 11Q: 3 clusters Score -184924.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -184969.468750 Penalty: 761.064148
	Iteration 12Q: 3 clusters Score -184969.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -184996.796875 Penalty: 761.064148
	Iteration 13Q: 3 clusters Score -184996.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -185007.593750 Penalty: 761.064148
	Iteration 14Q: 3 clusters Score -185007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -185012.640625 Penalty: 761.064148
	Iteration 15Q: 3 clusters Score -185012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -185016.906250 Penalty: 761.064148
	Iteration 16Q: 3 clusters Score -185016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -185018.781250 Penalty: 761.064148
	Iteration 17Q: 3 clusters Score -185018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -185020.250000 Penalty: 761.064148
	Iteration 18Q: 3 clusters Score -185020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -185021.234375 Penalty: 761.064148
	Iteration 19Q: 3 clusters Score -185021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -185021.234375 Penalty: 761.064148
	Iteration 20F: 3 clusters Score -185021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9530.736328 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9530.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9264.586914 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9264.587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9362.295898 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9362.296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9382.363281 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9382.363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9389.936523 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -9389.937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9400.705078 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -9400.705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9403.578125 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -9403.578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9407.141602 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -9407.142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9407.141602 Penalty: 496.822296
	Iteration 7F: 3 clusters Score -9407.142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -153189.312500 Penalty: 365.678802
	Iteration 0F: 2 clusters Score -153189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -151027.109375 Penalty: 731.357605
	Iteration 0F: 3 clusters Score -151027.1 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -151789.890625 Penalty: 731.357605
	Iteration 1F: 3 clusters Score -151789.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -151900.765625 Penalty: 731.357605
	Iteration 2F: 3 clusters Score -151900.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -151998.390625 Penalty: 731.357605
	Iteration 3F: 3 clusters Score -151998.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -152103.156250 Penalty: 731.357605
	Iteration 4F: 3 clusters Score -152103.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -152229.890625 Penalty: 731.357605
	Iteration 5F: 3 clusters Score -152229.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -152401.906250 Penalty: 731.357605
	Iteration 6F: 3 clusters Score -152401.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -152570.421875 Penalty: 731.357605
	Iteration 7F: 3 clusters Score -152570.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -152719.187500 Penalty: 731.357605
	Iteration 8Q: 3 clusters Score -152719.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -152794.375000 Penalty: 731.357605
	Iteration 9Q: 3 clusters Score -152794.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -152827.671875 Penalty: 731.357605
	Iteration 10Q: 3 clusters Score -152827.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -152840.890625 Penalty: 731.357605
	Iteration 11Q: 3 clusters Score -152840.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -152846.921875 Penalty: 731.357605
	Iteration 12Q: 3 clusters Score -152846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -152850.234375 Penalty: 731.357605
	Iteration 13Q: 3 clusters Score -152850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -152854.843750 Penalty: 731.357605
	Iteration 14Q: 3 clusters Score -152854.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -152858.921875 Penalty: 731.357605
	Iteration 15Q: 3 clusters Score -152858.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -152863.593750 Penalty: 731.357605
	Iteration 16Q: 3 clusters Score -152863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -152865.984375 Penalty: 731.357605
	Iteration 17Q: 3 clusters Score -152866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -152869.390625 Penalty: 731.357605
	Iteration 18Q: 3 clusters Score -152869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -152873.437500 Penalty: 731.357605
	Iteration 19Q: 3 clusters Score -152873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -152876.296875 Penalty: 731.357605
	Iteration 20F: 3 clusters Score -152876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -152879.828125 Penalty: 731.357605
	Iteration 21Q: 3 clusters Score -152879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -152881.421875 Penalty: 731.357605
	Iteration 22Q: 3 clusters Score -152881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -152882.359375 Penalty: 731.357605
	Iteration 23Q: 3 clusters Score -152882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -152883.093750 Penalty: 731.357605
	Iteration 24Q: 3 clusters Score -152883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -152884.171875 Penalty: 731.357605
	Iteration 25Q: 3 clusters Score -152884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -152885.578125 Penalty: 731.357605
	Iteration 26Q: 3 clusters Score -152885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -152887.500000 Penalty: 731.357605
	Iteration 27Q: 3 clusters Score -152887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -152888.125000 Penalty: 731.357605
	Iteration 28Q: 3 clusters Score -152888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -152888.390625 Penalty: 731.357605
	Iteration 29Q: 3 clusters Score -152888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -152888.640625 Penalty: 731.357605
	Iteration 30Q: 3 clusters Score -152888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -152888.968750 Penalty: 731.357605
	Iteration 31Q: 3 clusters Score -152889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -152889.359375 Penalty: 731.357605
	Iteration 32Q: 3 clusters Score -152889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -152890.453125 Penalty: 731.357605
	Iteration 33Q: 3 clusters Score -152890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -152890.921875 Penalty: 731.357605
	Iteration 34Q: 3 clusters Score -152890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -152890.843750 Penalty: 731.357605
	Iteration 35Q: 3 clusters Score -152890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -152891.250000 Penalty: 731.357605
	Iteration 36Q: 3 clusters Score -152891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -152891.250000 Penalty: 731.357605
	Iteration 37F: 3 clusters Score -152891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -29206.498047 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -29206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28588.365234 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -28588.37 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28862.333984 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -28862.33 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -28939.978516 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -28939.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29012.703125 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -29012.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29075.808594 Penalty: 598.711853
	Iteration 4F: 3 clusters Score -29075.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -29153.072266 Penalty: 598.711853
	Iteration 5F: 3 clusters Score -29153.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -29195.873047 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -29195.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -29219.291016 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -29219.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -29229.875000 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -29229.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -29238.843750 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -29238.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29241.539062 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -29241.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -29241.539062 Penalty: 598.711853
	Iteration 11F: 3 clusters Score -29241.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 131442 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 98091 members 
Mstep: Class 7 contains 4287 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 34 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 33939 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 142152 members 
Mstep: Class 15 contains 372 members 
Mstep: Class 16 contains 208 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 58795 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 84 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 686 members 
Entering Unmasked Estep 
Score: -23236636.000000 Penalty: 15571.006836
Splitting cluster 10 changes total score from -23236896.000000 to -23236636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -33356.218750 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -33356.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32674.451172 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -32674.45 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32895.281250 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -32895.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32971.367188 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -32971.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33023.343750 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -33023.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33063.316406 Penalty: 608.413391
	Iteration 4F: 3 clusters Score -33063.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33087.476562 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -33087.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33102.679688 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -33102.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33115.285156 Penalty: 608.413391
	Iteration 7Q: 3 clusters Score -33115.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33128.230469 Penalty: 608.413391
	Iteration 8Q: 3 clusters Score -33128.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33136.496094 Penalty: 608.413391
	Iteration 9Q: 3 clusters Score -33136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33149.773438 Penalty: 608.413391
	Iteration 10Q: 3 clusters Score -33149.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33165.355469 Penalty: 608.413391
	Iteration 11Q: 3 clusters Score -33165.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33186.675781 Penalty: 608.413391
	Iteration 12Q: 3 clusters Score -33186.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33196.746094 Penalty: 608.413391
	Iteration 13Q: 3 clusters Score -33196.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33202.953125 Penalty: 608.413391
	Iteration 14Q: 3 clusters Score -33202.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33206.781250 Penalty: 608.413391
	Iteration 15Q: 3 clusters Score -33206.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33211.175781 Penalty: 608.413391
	Iteration 16Q: 3 clusters Score -33211.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33218.746094 Penalty: 608.413391
	Iteration 17Q: 3 clusters Score -33218.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33229.097656 Penalty: 608.413391
	Iteration 18Q: 3 clusters Score -33229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33234.847656 Penalty: 608.413391
	Iteration 19Q: 3 clusters Score -33234.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33240.023438 Penalty: 608.413391
	Iteration 20F: 3 clusters Score -33240.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33246.070312 Penalty: 608.413391
	Iteration 21Q: 3 clusters Score -33246.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33252.644531 Penalty: 608.413391
	Iteration 22Q: 3 clusters Score -33252.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33260.179688 Penalty: 608.413391
	Iteration 23Q: 3 clusters Score -33260.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33267.316406 Penalty: 608.413391
	Iteration 24Q: 3 clusters Score -33267.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33270.410156 Penalty: 608.413391
	Iteration 25Q: 3 clusters Score -33270.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33272.636719 Penalty: 608.413391
	Iteration 26Q: 3 clusters Score -33272.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33273.980469 Penalty: 608.413391
	Iteration 27Q: 3 clusters Score -33273.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33277.402344 Penalty: 608.413391
	Iteration 28Q: 3 clusters Score -33277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33282.082031 Penalty: 608.413391
	Iteration 29Q: 3 clusters Score -33282.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33282.878906 Penalty: 608.413391
	Iteration 30Q: 3 clusters Score -33282.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -33283.300781 Penalty: 608.413391
	Iteration 31Q: 3 clusters Score -33283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33283.722656 Penalty: 608.413391
	Iteration 32Q: 3 clusters Score -33283.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33283.722656 Penalty: 608.413391
	Iteration 33F: 3 clusters Score -33283.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Entering Unmasked Estep 
Score: -1494028.875000 Penalty: 474.670532
	Iteration 0F: 2 clusters Score -1494029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1471289.750000 Penalty: 949.341064
	Iteration 0F: 3 clusters Score -1471290 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1480645.125000 Penalty: 949.341064
	Iteration 1F: 3 clusters Score -1480645 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1481123.875000 Penalty: 949.341064
	Iteration 2Q: 3 clusters Score -1481124 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1481788.625000 Penalty: 949.341064
	Iteration 3Q: 3 clusters Score -1481789 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1482770.000000 Penalty: 949.341064
	Iteration 4Q: 3 clusters Score -1482770 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1484240.375000 Penalty: 949.341064
	Iteration 5F: 3 clusters Score -1484240 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1485977.375000 Penalty: 949.341064
	Iteration 6F: 3 clusters Score -1485977 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1487695.875000 Penalty: 949.341064
	Iteration 7F: 3 clusters Score -1487696 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1489217.375000 Penalty: 949.341064
	Iteration 8F: 3 clusters Score -1489217 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1490458.375000 Penalty: 949.341064
	Iteration 9Q: 3 clusters Score -1490458 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1491393.125000 Penalty: 949.341064
	Iteration 10Q: 3 clusters Score -1491393 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1492130.750000 Penalty: 949.341064
	Iteration 11Q: 3 clusters Score -1492131 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1492621.875000 Penalty: 949.341064
	Iteration 12Q: 3 clusters Score -1492622 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1492977.125000 Penalty: 949.341064
	Iteration 13Q: 3 clusters Score -1492977 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1493208.750000 Penalty: 949.341064
	Iteration 14Q: 3 clusters Score -1493209 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1493384.125000 Penalty: 949.341064
	Iteration 15Q: 3 clusters Score -1493384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1493473.375000 Penalty: 949.341064
	Iteration 16Q: 3 clusters Score -1493473 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1493529.000000 Penalty: 949.341064
	Iteration 17Q: 3 clusters Score -1493529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1493577.125000 Penalty: 949.341064
	Iteration 18Q: 3 clusters Score -1493577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1493606.375000 Penalty: 949.341064
	Iteration 19Q: 3 clusters Score -1493606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1493628.000000 Penalty: 949.341064
	Iteration 20F: 3 clusters Score -1493628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1493643.750000 Penalty: 949.341064
	Iteration 21Q: 3 clusters Score -1493644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1493656.000000 Penalty: 949.341064
	Iteration 22Q: 3 clusters Score -1493656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1493671.875000 Penalty: 949.341064
	Iteration 23Q: 3 clusters Score -1493672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1493682.625000 Penalty: 949.341064
	Iteration 24Q: 3 clusters Score -1493683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1493695.625000 Penalty: 949.341064
	Iteration 25Q: 3 clusters Score -1493696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1493703.000000 Penalty: 949.341064
	Iteration 26Q: 3 clusters Score -1493703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1493717.250000 Penalty: 949.341064
	Iteration 27Q: 3 clusters Score -1493717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1493727.375000 Penalty: 949.341064
	Iteration 28Q: 3 clusters Score -1493727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1493740.875000 Penalty: 949.341064
	Iteration 29Q: 3 clusters Score -1493741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1493748.875000 Penalty: 949.341064
	Iteration 30Q: 3 clusters Score -1493749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1493754.750000 Penalty: 949.341064
	Iteration 31Q: 3 clusters Score -1493755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1493760.125000 Penalty: 949.341064
	Iteration 32Q: 3 clusters Score -1493760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1493764.250000 Penalty: 949.341064
	Iteration 33Q: 3 clusters Score -1493764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1493763.125000 Penalty: 949.341064
	Iteration 34Q: 3 clusters Score -1493763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1493762.500000 Penalty: 949.341064
	Iteration 35Q: 3 clusters Score -1493762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1493761.500000 Penalty: 949.341064
	Iteration 36Q: 3 clusters Score -1493762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1493762.625000 Penalty: 949.341064
	Iteration 37F: 3 clusters Score -1493763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1493765.500000 Penalty: 949.341064
	Iteration 38Q: 3 clusters Score -1493766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1493766.000000 Penalty: 949.341064
	Iteration 39Q: 3 clusters Score -1493766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1493771.000000 Penalty: 949.341064
	Iteration 40F: 3 clusters Score -1493771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1493772.000000 Penalty: 949.341064
	Iteration 41Q: 3 clusters Score -1493772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1493773.375000 Penalty: 949.341064
	Iteration 42Q: 3 clusters Score -1493773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1493773.375000 Penalty: 949.341064
	Iteration 43Q: 3 clusters Score -1493773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1493777.125000 Penalty: 949.341064
	Iteration 44Q: 3 clusters Score -1493777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1493777.125000 Penalty: 949.341064
	Iteration 45F: 3 clusters Score -1493777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -99819.515625 Penalty: 352.554932
	Iteration 0F: 2 clusters Score -99819.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -98225.664062 Penalty: 705.109863
	Iteration 0F: 3 clusters Score -98225.66 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -98810.250000 Penalty: 705.109863
	Iteration 1F: 3 clusters Score -98810.25 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -98946.289062 Penalty: 705.109863
	Iteration 2F: 3 clusters Score -98946.29 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -99055.710938 Penalty: 705.109863
	Iteration 3F: 3 clusters Score -99055.71 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -99184.234375 Penalty: 705.109863
	Iteration 4F: 3 clusters Score -99184.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -99299.296875 Penalty: 705.109863
	Iteration 5F: 3 clusters Score -99299.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -99359.289062 Penalty: 705.109863
	Iteration 6Q: 3 clusters Score -99359.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99393.820312 Penalty: 705.109863
	Iteration 7Q: 3 clusters Score -99393.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -99420.718750 Penalty: 705.109863
	Iteration 8Q: 3 clusters Score -99420.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -99435.265625 Penalty: 705.109863
	Iteration 9Q: 3 clusters Score -99435.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -99444.843750 Penalty: 705.109863
	Iteration 10Q: 3 clusters Score -99444.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -99448.000000 Penalty: 705.109863
	Iteration 11Q: 3 clusters Score -99448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -99449.531250 Penalty: 705.109863
	Iteration 12Q: 3 clusters Score -99449.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -99451.453125 Penalty: 705.109863
	Iteration 13Q: 3 clusters Score -99451.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -99456.015625 Penalty: 705.109863
	Iteration 14Q: 3 clusters Score -99456.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -99462.359375 Penalty: 705.109863
	Iteration 15Q: 3 clusters Score -99462.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -99468.226562 Penalty: 705.109863
	Iteration 16Q: 3 clusters Score -99468.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99477.914062 Penalty: 705.109863
	Iteration 17Q: 3 clusters Score -99477.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -99487.375000 Penalty: 705.109863
	Iteration 18Q: 3 clusters Score -99487.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -99494.875000 Penalty: 705.109863
	Iteration 19Q: 3 clusters Score -99494.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -99502.015625 Penalty: 705.109863
	Iteration 20F: 3 clusters Score -99502.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -99506.171875 Penalty: 705.109863
	Iteration 21Q: 3 clusters Score -99506.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99508.867188 Penalty: 705.109863
	Iteration 22Q: 3 clusters Score -99508.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99511.476562 Penalty: 705.109863
	Iteration 23Q: 3 clusters Score -99511.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99515.023438 Penalty: 705.109863
	Iteration 24Q: 3 clusters Score -99515.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99518.679688 Penalty: 705.109863
	Iteration 25Q: 3 clusters Score -99518.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99523.156250 Penalty: 705.109863
	Iteration 26Q: 3 clusters Score -99523.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99528.101562 Penalty: 705.109863
	Iteration 27Q: 3 clusters Score -99528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99539.843750 Penalty: 705.109863
	Iteration 28Q: 3 clusters Score -99539.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99549.226562 Penalty: 705.109863
	Iteration 29Q: 3 clusters Score -99549.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99560.625000 Penalty: 705.109863
	Iteration 30Q: 3 clusters Score -99560.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99573.898438 Penalty: 705.109863
	Iteration 31Q: 3 clusters Score -99573.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99580.476562 Penalty: 705.109863
	Iteration 32Q: 3 clusters Score -99580.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99583.328125 Penalty: 705.109863
	Iteration 33Q: 3 clusters Score -99583.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99588.015625 Penalty: 705.109863
	Iteration 34Q: 3 clusters Score -99588.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99597.085938 Penalty: 705.109863
	Iteration 35Q: 3 clusters Score -99597.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99609.007812 Penalty: 705.109863
	Iteration 36Q: 3 clusters Score -99609.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99624.828125 Penalty: 705.109863
	Iteration 37Q: 3 clusters Score -99624.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99639.890625 Penalty: 705.109863
	Iteration 38Q: 3 clusters Score -99639.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99650.132812 Penalty: 705.109863
	Iteration 39Q: 3 clusters Score -99650.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99664.109375 Penalty: 705.109863
	Iteration 40F: 3 clusters Score -99664.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99678.109375 Penalty: 705.109863
	Iteration 41Q: 3 clusters Score -99678.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99688.273438 Penalty: 705.109863
	Iteration 42Q: 3 clusters Score -99688.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -99692.078125 Penalty: 705.109863
	Iteration 43Q: 3 clusters Score -99692.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99692.257812 Penalty: 705.109863
	Iteration 44Q: 3 clusters Score -99692.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99692.554688 Penalty: 705.109863
	Iteration 45Q: 3 clusters Score -99692.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -99692.992188 Penalty: 705.109863
	Iteration 46Q: 3 clusters Score -99692.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -99693.023438 Penalty: 705.109863
	Iteration 47Q: 3 clusters Score -99693.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -99693.023438 Penalty: 705.109863
	Iteration 48F: 3 clusters Score -99693.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Entering Unmasked Estep 
Score: -6591238.500000 Penalty: 539.841675
	Iteration 0F: 2 clusters Score -6591238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -6494925.000000 Penalty: 1079.683350
	Iteration 0F: 3 clusters Score -6494925 nChanged 69543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -6538908.500000 Penalty: 1079.683350
	Iteration 1F: 3 clusters Score -6538908 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -6542279.500000 Penalty: 1079.683350
	Iteration 2Q: 3 clusters Score -6542280 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6547921.500000 Penalty: 1079.683350
	Iteration 3F: 3 clusters Score -6547922 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -6556727.000000 Penalty: 1079.683350
	Iteration 4F: 3 clusters Score -6556727 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6567021.500000 Penalty: 1079.683350
	Iteration 5F: 3 clusters Score -6567022 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -6575322.500000 Penalty: 1079.683350
	Iteration 6F: 3 clusters Score -6575322 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126936 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6580472.000000 Penalty: 1079.683350
	Iteration 7Q: 3 clusters Score -6580472 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130870 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -6583738.000000 Penalty: 1079.683350
	Iteration 8Q: 3 clusters Score -6583738 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133753 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6585816.500000 Penalty: 1079.683350
	Iteration 9Q: 3 clusters Score -6585816 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136022 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -6587366.500000 Penalty: 1079.683350
	Iteration 10Q: 3 clusters Score -6587366 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -6588521.500000 Penalty: 1079.683350
	Iteration 11Q: 3 clusters Score -6588522 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139031 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6589249.500000 Penalty: 1079.683350
	Iteration 12Q: 3 clusters Score -6589250 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139891 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6589748.000000 Penalty: 1079.683350
	Iteration 13Q: 3 clusters Score -6589748 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140528 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6590052.500000 Penalty: 1079.683350
	Iteration 14Q: 3 clusters Score -6590052 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140971 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6590286.000000 Penalty: 1079.683350
	Iteration 15Q: 3 clusters Score -6590286 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141266 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6590430.500000 Penalty: 1079.683350
	Iteration 16Q: 3 clusters Score -6590430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141471 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6590543.500000 Penalty: 1079.683350
	Iteration 17Q: 3 clusters Score -6590544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6590597.500000 Penalty: 1079.683350
	Iteration 18Q: 3 clusters Score -6590598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6590643.000000 Penalty: 1079.683350
	Iteration 19Q: 3 clusters Score -6590643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6590675.000000 Penalty: 1079.683350
	Iteration 20F: 3 clusters Score -6590675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6590707.000000 Penalty: 1079.683350
	Iteration 21Q: 3 clusters Score -6590707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6590732.500000 Penalty: 1079.683350
	Iteration 22Q: 3 clusters Score -6590732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141916 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6590751.000000 Penalty: 1079.683350
	Iteration 23Q: 3 clusters Score -6590751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141934 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6590758.000000 Penalty: 1079.683350
	Iteration 24Q: 3 clusters Score -6590758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6590767.500000 Penalty: 1079.683350
	Iteration 25Q: 3 clusters Score -6590768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141964 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6590778.000000 Penalty: 1079.683350
	Iteration 26Q: 3 clusters Score -6590778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6590779.500000 Penalty: 1079.683350
	Iteration 27Q: 3 clusters Score -6590780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141970 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6590780.000000 Penalty: 1079.683350
	Iteration 28Q: 3 clusters Score -6590780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6590784.000000 Penalty: 1079.683350
	Iteration 29Q: 3 clusters Score -6590784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6590783.000000 Penalty: 1079.683350
	Iteration 30Q: 3 clusters Score -6590783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6590787.500000 Penalty: 1079.683350
	Iteration 31Q: 3 clusters Score -6590788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141979 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6590792.000000 Penalty: 1079.683350
	Iteration 32Q: 3 clusters Score -6590792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6590789.500000 Penalty: 1079.683350
	Iteration 33Q: 3 clusters Score -6590790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141980 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6590789.500000 Penalty: 1079.683350
	Iteration 34F: 3 clusters Score -6590790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -16054.223633 Penalty: 269.309662
	Iteration 0F: 2 clusters Score -16054.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15633.226562 Penalty: 538.619324
	Iteration 0F: 3 clusters Score -15633.23 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15714.975586 Penalty: 538.619324
	Iteration 1F: 3 clusters Score -15714.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15731.339844 Penalty: 538.619324
	Iteration 2F: 3 clusters Score -15731.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15736.868164 Penalty: 538.619324
	Iteration 3Q: 3 clusters Score -15736.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15741.049805 Penalty: 538.619324
	Iteration 4Q: 3 clusters Score -15741.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15744.505859 Penalty: 538.619324
	Iteration 5Q: 3 clusters Score -15744.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15744.687500 Penalty: 538.619324
	Iteration 6Q: 3 clusters Score -15744.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15744.687500 Penalty: 538.619324
	Iteration 7F: 3 clusters Score -15744.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9194.835938 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9194.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8900.662109 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -8900.662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8942.169922 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -8942.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8952.699219 Penalty: 485.715973
	Iteration 2Q: 3 clusters Score -8952.699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8956.511719 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -8956.512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8957.951172 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -8957.951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8963.208984 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -8963.209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8967.116211 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -8967.116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8972.566406 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -8972.566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8979.410156 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -8979.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8980.239258 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -8980.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8980.796875 Penalty: 485.715973
	Iteration 10Q: 3 clusters Score -8980.797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8980.796875 Penalty: 485.715973
	Iteration 11F: 3 clusters Score -8980.797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -68530.773438 Penalty: 332.993561
	Iteration 0F: 2 clusters Score -68530.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67398.882812 Penalty: 665.987122
	Iteration 0F: 3 clusters Score -67398.88 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -67750.632812 Penalty: 665.987122
	Iteration 1F: 3 clusters Score -67750.63 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67866.734375 Penalty: 665.987122
	Iteration 2F: 3 clusters Score -67866.73 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67970.820312 Penalty: 665.987122
	Iteration 3F: 3 clusters Score -67970.82 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68043.367188 Penalty: 665.987122
	Iteration 4F: 3 clusters Score -68043.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68097.101562 Penalty: 665.987122
	Iteration 5Q: 3 clusters Score -68097.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68144.890625 Penalty: 665.987122
	Iteration 6Q: 3 clusters Score -68144.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68167.695312 Penalty: 665.987122
	Iteration 7Q: 3 clusters Score -68167.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68189.343750 Penalty: 665.987122
	Iteration 8Q: 3 clusters Score -68189.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68203.195312 Penalty: 665.987122
	Iteration 9Q: 3 clusters Score -68203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -68211.609375 Penalty: 665.987122
	Iteration 10Q: 3 clusters Score -68211.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68218.828125 Penalty: 665.987122
	Iteration 11Q: 3 clusters Score -68218.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68222.226562 Penalty: 665.987122
	Iteration 12Q: 3 clusters Score -68222.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -68225.351562 Penalty: 665.987122
	Iteration 13Q: 3 clusters Score -68225.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -68232.007812 Penalty: 665.987122
	Iteration 14Q: 3 clusters Score -68232.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -68236.101562 Penalty: 665.987122
	Iteration 15Q: 3 clusters Score -68236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68241.312500 Penalty: 665.987122
	Iteration 16Q: 3 clusters Score -68241.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -68242.445312 Penalty: 665.987122
	Iteration 17Q: 3 clusters Score -68242.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68242.898438 Penalty: 665.987122
	Iteration 18Q: 3 clusters Score -68242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -68242.898438 Penalty: 665.987122
	Iteration 19F: 3 clusters Score -68242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -108962.835938 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -108962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107337.429688 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -107337.4 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -107893.820312 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -107893.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -107989.046875 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -107989 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -108053.750000 Penalty: 704.202454
	Iteration 3F: 3 clusters Score -108053.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -108112.054688 Penalty: 704.202454
	Iteration 4Q: 3 clusters Score -108112.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -108170.101562 Penalty: 704.202454
	Iteration 5Q: 3 clusters Score -108170.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -108224.492188 Penalty: 704.202454
	Iteration 6Q: 3 clusters Score -108224.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -108267.398438 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -108267.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -108301.945312 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -108301.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -108329.335938 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -108329.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -108352.484375 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -108352.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -108375.195312 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -108375.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -108400.125000 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -108400.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -108416.273438 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -108416.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -108424.859375 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -108424.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -108433.429688 Penalty: 704.202454
	Iteration 15Q: 3 clusters Score -108433.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -108441.046875 Penalty: 704.202454
	Iteration 16Q: 3 clusters Score -108441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -108447.992188 Penalty: 704.202454
	Iteration 17Q: 3 clusters Score -108448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -108453.554688 Penalty: 704.202454
	Iteration 18Q: 3 clusters Score -108453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -108458.085938 Penalty: 704.202454
	Iteration 19Q: 3 clusters Score -108458.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -108460.093750 Penalty: 704.202454
	Iteration 20F: 3 clusters Score -108460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -108462.000000 Penalty: 704.202454
	Iteration 21Q: 3 clusters Score -108462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -108463.593750 Penalty: 704.202454
	Iteration 22Q: 3 clusters Score -108463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -108465.507812 Penalty: 704.202454
	Iteration 23Q: 3 clusters Score -108465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -108467.164062 Penalty: 704.202454
	Iteration 24Q: 3 clusters Score -108467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -108468.109375 Penalty: 704.202454
	Iteration 25Q: 3 clusters Score -108468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -108469.671875 Penalty: 704.202454
	Iteration 26Q: 3 clusters Score -108469.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -108470.796875 Penalty: 704.202454
	Iteration 27Q: 3 clusters Score -108470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -108471.820312 Penalty: 704.202454
	Iteration 28Q: 3 clusters Score -108471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -108472.304688 Penalty: 704.202454
	Iteration 29Q: 3 clusters Score -108472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -108472.750000 Penalty: 704.202454
	Iteration 30Q: 3 clusters Score -108472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -108473.179688 Penalty: 704.202454
	Iteration 31Q: 3 clusters Score -108473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -108473.304688 Penalty: 704.202454
	Iteration 32Q: 3 clusters Score -108473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -108473.578125 Penalty: 704.202454
	Iteration 33Q: 3 clusters Score -108473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -108473.453125 Penalty: 704.202454
	Iteration 34Q: 3 clusters Score -108473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -108473.453125 Penalty: 704.202454
	Iteration 35F: 3 clusters Score -108473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -200394.578125 Penalty: 381.591614
	Iteration 0F: 2 clusters Score -200394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -197506.218750 Penalty: 763.183228
	Iteration 0F: 3 clusters Score -197506.2 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -198698.515625 Penalty: 763.183228
	Iteration 1F: 3 clusters Score -198698.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -198935.203125 Penalty: 763.183228
	Iteration 2F: 3 clusters Score -198935.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -199163.671875 Penalty: 763.183228
	Iteration 3F: 3 clusters Score -199163.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -199344.359375 Penalty: 763.183228
	Iteration 4F: 3 clusters Score -199344.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -199462.781250 Penalty: 763.183228
	Iteration 5Q: 3 clusters Score -199462.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -199527.328125 Penalty: 763.183228
	Iteration 6Q: 3 clusters Score -199527.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -199565.546875 Penalty: 763.183228
	Iteration 7Q: 3 clusters Score -199565.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -199590.140625 Penalty: 763.183228
	Iteration 8Q: 3 clusters Score -199590.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -199614.859375 Penalty: 763.183228
	Iteration 9Q: 3 clusters Score -199614.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -199643.812500 Penalty: 763.183228
	Iteration 10Q: 3 clusters Score -199643.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -199671.250000 Penalty: 763.183228
	Iteration 11Q: 3 clusters Score -199671.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -199695.484375 Penalty: 763.183228
	Iteration 12Q: 3 clusters Score -199695.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -199710.546875 Penalty: 763.183228
	Iteration 13Q: 3 clusters Score -199710.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -199726.656250 Penalty: 763.183228
	Iteration 14Q: 3 clusters Score -199726.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -199744.312500 Penalty: 763.183228
	Iteration 15Q: 3 clusters Score -199744.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -199758.937500 Penalty: 763.183228
	Iteration 16Q: 3 clusters Score -199758.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -199766.125000 Penalty: 763.183228
	Iteration 17Q: 3 clusters Score -199766.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -199772.328125 Penalty: 763.183228
	Iteration 18Q: 3 clusters Score -199772.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199784.875000 Penalty: 763.183228
	Iteration 19Q: 3 clusters Score -199784.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -199795.687500 Penalty: 763.183228
	Iteration 20F: 3 clusters Score -199795.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -199811.734375 Penalty: 763.183228
	Iteration 21Q: 3 clusters Score -199811.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -199832.046875 Penalty: 763.183228
	Iteration 22Q: 3 clusters Score -199832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -199856.062500 Penalty: 763.183228
	Iteration 23Q: 3 clusters Score -199856.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -199871.125000 Penalty: 763.183228
	Iteration 24Q: 3 clusters Score -199871.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -199887.312500 Penalty: 763.183228
	Iteration 25Q: 3 clusters Score -199887.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -199907.890625 Penalty: 763.183228
	Iteration 26Q: 3 clusters Score -199907.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -199924.531250 Penalty: 763.183228
	Iteration 27Q: 3 clusters Score -199924.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199936.984375 Penalty: 763.183228
	Iteration 28Q: 3 clusters Score -199937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199949.078125 Penalty: 763.183228
	Iteration 29Q: 3 clusters Score -199949.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -199955.531250 Penalty: 763.183228
	Iteration 30Q: 3 clusters Score -199955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -199961.359375 Penalty: 763.183228
	Iteration 31Q: 3 clusters Score -199961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199963.796875 Penalty: 763.183228
	Iteration 32Q: 3 clusters Score -199963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199967.578125 Penalty: 763.183228
	Iteration 33Q: 3 clusters Score -199967.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -199970.843750 Penalty: 763.183228
	Iteration 34Q: 3 clusters Score -199970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -199974.531250 Penalty: 763.183228
	Iteration 35Q: 3 clusters Score -199974.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199978.937500 Penalty: 763.183228
	Iteration 36Q: 3 clusters Score -199978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -199981.796875 Penalty: 763.183228
	Iteration 37Q: 3 clusters Score -199981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -199983.781250 Penalty: 763.183228
	Iteration 38Q: 3 clusters Score -199983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -199985.750000 Penalty: 763.183228
	Iteration 39Q: 3 clusters Score -199985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -199987.687500 Penalty: 763.183228
	Iteration 40F: 3 clusters Score -199987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -199990.109375 Penalty: 763.183228
	Iteration 41Q: 3 clusters Score -199990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -199992.703125 Penalty: 763.183228
	Iteration 42Q: 3 clusters Score -199992.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -199995.734375 Penalty: 763.183228
	Iteration 43Q: 3 clusters Score -199995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -199997.375000 Penalty: 763.183228
	Iteration 44Q: 3 clusters Score -199997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -199997.921875 Penalty: 763.183228
	Iteration 45Q: 3 clusters Score -199997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -199998.171875 Penalty: 763.183228
	Iteration 46Q: 3 clusters Score -199998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -199998.890625 Penalty: 763.183228
	Iteration 47Q: 3 clusters Score -199998.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -199999.875000 Penalty: 763.183228
	Iteration 48Q: 3 clusters Score -199999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -200000.375000 Penalty: 763.183228
	Iteration 49Q: 3 clusters Score -200000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -200001.140625 Penalty: 763.183228
	Iteration 50Q: 3 clusters Score -200001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -200001.656250 Penalty: 763.183228
	Iteration 51Q: 3 clusters Score -200001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -200002.015625 Penalty: 763.183228
	Iteration 52Q: 3 clusters Score -200002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -200002.312500 Penalty: 763.183228
	Iteration 53Q: 3 clusters Score -200002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -200002.968750 Penalty: 763.183228
	Iteration 54Q: 3 clusters Score -200003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -200003.734375 Penalty: 763.183228
	Iteration 55Q: 3 clusters Score -200003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -200004.640625 Penalty: 763.183228
	Iteration 56Q: 3 clusters Score -200004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -200004.921875 Penalty: 763.183228
	Iteration 57Q: 3 clusters Score -200004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -200005.765625 Penalty: 763.183228
	Iteration 58Q: 3 clusters Score -200005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -200005.625000 Penalty: 763.183228
	Iteration 59Q: 3 clusters Score -200005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -200006.312500 Penalty: 763.183228
	Iteration 60F: 3 clusters Score -200006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Entering Unmasked Estep 
Score: -2839316.500000 Penalty: 499.672455
	Iteration 0F: 2 clusters Score -2839316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -2799761.000000 Penalty: 999.344910
	Iteration 0F: 3 clusters Score -2799761 nChanged 28502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2816729.000000 Penalty: 999.344910
	Iteration 1F: 3 clusters Score -2816729 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -2817522.750000 Penalty: 999.344910
	Iteration 2Q: 3 clusters Score -2817523 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -2818780.250000 Penalty: 999.344910
	Iteration 3Q: 3 clusters Score -2818780 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -2821088.750000 Penalty: 999.344910
	Iteration 4F: 3 clusters Score -2821089 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -2824757.000000 Penalty: 999.344910
	Iteration 5F: 3 clusters Score -2824757 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -2829256.500000 Penalty: 999.344910
	Iteration 6F: 3 clusters Score -2829256 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -2833040.000000 Penalty: 999.344910
	Iteration 7F: 3 clusters Score -2833040 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -2835479.500000 Penalty: 999.344910
	Iteration 8Q: 3 clusters Score -2835480 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -2836811.250000 Penalty: 999.344910
	Iteration 9Q: 3 clusters Score -2836811 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -2837544.500000 Penalty: 999.344910
	Iteration 10Q: 3 clusters Score -2837544 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -2838007.250000 Penalty: 999.344910
	Iteration 11Q: 3 clusters Score -2838007 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -2838339.750000 Penalty: 999.344910
	Iteration 12Q: 3 clusters Score -2838340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -2838549.750000 Penalty: 999.344910
	Iteration 13Q: 3 clusters Score -2838550 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -2838713.000000 Penalty: 999.344910
	Iteration 14Q: 3 clusters Score -2838713 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -2838806.000000 Penalty: 999.344910
	Iteration 15Q: 3 clusters Score -2838806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -2838877.500000 Penalty: 999.344910
	Iteration 16Q: 3 clusters Score -2838878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -2838932.250000 Penalty: 999.344910
	Iteration 17Q: 3 clusters Score -2838932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -2838972.000000 Penalty: 999.344910
	Iteration 18Q: 3 clusters Score -2838972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -2839013.500000 Penalty: 999.344910
	Iteration 19Q: 3 clusters Score -2839014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -2839035.250000 Penalty: 999.344910
	Iteration 20F: 3 clusters Score -2839035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -2839048.250000 Penalty: 999.344910
	Iteration 21Q: 3 clusters Score -2839048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -2839063.250000 Penalty: 999.344910
	Iteration 22Q: 3 clusters Score -2839063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -2839075.000000 Penalty: 999.344910
	Iteration 23Q: 3 clusters Score -2839075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -2839088.250000 Penalty: 999.344910
	Iteration 24Q: 3 clusters Score -2839088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -2839099.500000 Penalty: 999.344910
	Iteration 25Q: 3 clusters Score -2839100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -2839105.000000 Penalty: 999.344910
	Iteration 26Q: 3 clusters Score -2839105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -2839113.000000 Penalty: 999.344910
	Iteration 27Q: 3 clusters Score -2839113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -2839114.250000 Penalty: 999.344910
	Iteration 28Q: 3 clusters Score -2839114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -2839116.750000 Penalty: 999.344910
	Iteration 29Q: 3 clusters Score -2839117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -2839120.000000 Penalty: 999.344910
	Iteration 30Q: 3 clusters Score -2839120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -2839117.000000 Penalty: 999.344910
	Iteration 31Q: 3 clusters Score -2839117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -2839118.500000 Penalty: 999.344910
	Iteration 32Q: 3 clusters Score -2839118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -2839122.500000 Penalty: 999.344910
	Iteration 33Q: 3 clusters Score -2839122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -2839124.000000 Penalty: 999.344910
	Iteration 34Q: 3 clusters Score -2839124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -2839122.500000 Penalty: 999.344910
	Iteration 35Q: 3 clusters Score -2839122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -2839119.250000 Penalty: 999.344910
	Iteration 36Q: 3 clusters Score -2839119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -2839118.250000 Penalty: 999.344910
	Iteration 37Q: 3 clusters Score -2839118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -2839116.250000 Penalty: 999.344910
	Iteration 38Q: 3 clusters Score -2839116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -2839117.000000 Penalty: 999.344910
	Iteration 39Q: 3 clusters Score -2839117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -2839117.000000 Penalty: 999.344910
	Iteration 40F: 3 clusters Score -2839117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -20180.216797 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -20180.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19740.320312 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -19740.32 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19872.812500 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -19872.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19918.509766 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -19918.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19953.552734 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -19953.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19979.677734 Penalty: 557.346191
	Iteration 4F: 3 clusters Score -19979.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19992.214844 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -19992.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20001.263672 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -20001.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20007.109375 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -20007.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20017.384766 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -20017.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20024.763672 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -20024.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20030.478516 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -20030.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20032.556641 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -20032.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20036.011719 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -20036.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20036.396484 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -20036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20036.396484 Penalty: 557.346191
	Iteration 14F: 3 clusters Score -20036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Entering Unmasked Estep 
Score: -1074258.500000 Penalty: 455.355042
	Iteration 0F: 2 clusters Score -1074258 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 11074 members 
Entering Unmasked Estep 
Score: -1059326.625000 Penalty: 910.710083
	Iteration 0F: 3 clusters Score -1059327 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1065507.250000 Penalty: 910.710083
	Iteration 1F: 3 clusters Score -1065507 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1065875.000000 Penalty: 910.710083
	Iteration 2Q: 3 clusters Score -1065875 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1066388.375000 Penalty: 910.710083
	Iteration 3Q: 3 clusters Score -1066388 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1067150.375000 Penalty: 910.710083
	Iteration 4F: 3 clusters Score -1067150 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1068229.375000 Penalty: 910.710083
	Iteration 5F: 3 clusters Score -1068229 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1069393.000000 Penalty: 910.710083
	Iteration 6F: 3 clusters Score -1069393 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1070223.625000 Penalty: 910.710083
	Iteration 7F: 3 clusters Score -1070224 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1070623.625000 Penalty: 910.710083
	Iteration 8Q: 3 clusters Score -1070624 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1070833.125000 Penalty: 910.710083
	Iteration 9Q: 3 clusters Score -1070833 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1070975.375000 Penalty: 910.710083
	Iteration 10Q: 3 clusters Score -1070975 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1071083.000000 Penalty: 910.710083
	Iteration 11Q: 3 clusters Score -1071083 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1071182.500000 Penalty: 910.710083
	Iteration 12Q: 3 clusters Score -1071182 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1071279.250000 Penalty: 910.710083
	Iteration 13Q: 3 clusters Score -1071279 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1071356.250000 Penalty: 910.710083
	Iteration 14Q: 3 clusters Score -1071356 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1071438.750000 Penalty: 910.710083
	Iteration 15Q: 3 clusters Score -1071439 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1071520.875000 Penalty: 910.710083
	Iteration 16Q: 3 clusters Score -1071521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1071605.000000 Penalty: 910.710083
	Iteration 17Q: 3 clusters Score -1071605 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1071689.875000 Penalty: 910.710083
	Iteration 18Q: 3 clusters Score -1071690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1071758.000000 Penalty: 910.710083
	Iteration 19Q: 3 clusters Score -1071758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1071813.500000 Penalty: 910.710083
	Iteration 20F: 3 clusters Score -1071814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1071860.375000 Penalty: 910.710083
	Iteration 21Q: 3 clusters Score -1071860 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1071890.000000 Penalty: 910.710083
	Iteration 22Q: 3 clusters Score -1071890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1071914.000000 Penalty: 910.710083
	Iteration 23Q: 3 clusters Score -1071914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1071942.750000 Penalty: 910.710083
	Iteration 24Q: 3 clusters Score -1071943 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1071979.000000 Penalty: 910.710083
	Iteration 25Q: 3 clusters Score -1071979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1071995.875000 Penalty: 910.710083
	Iteration 26Q: 3 clusters Score -1071996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1072019.250000 Penalty: 910.710083
	Iteration 27Q: 3 clusters Score -1072019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1072030.625000 Penalty: 910.710083
	Iteration 28Q: 3 clusters Score -1072031 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1072052.375000 Penalty: 910.710083
	Iteration 29Q: 3 clusters Score -1072052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1072064.375000 Penalty: 910.710083
	Iteration 30Q: 3 clusters Score -1072064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1072069.125000 Penalty: 910.710083
	Iteration 31Q: 3 clusters Score -1072069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1072074.875000 Penalty: 910.710083
	Iteration 32Q: 3 clusters Score -1072075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1072075.625000 Penalty: 910.710083
	Iteration 33Q: 3 clusters Score -1072076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1072084.125000 Penalty: 910.710083
	Iteration 34Q: 3 clusters Score -1072084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1072087.500000 Penalty: 910.710083
	Iteration 35Q: 3 clusters Score -1072088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1072094.750000 Penalty: 910.710083
	Iteration 36Q: 3 clusters Score -1072095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1072104.375000 Penalty: 910.710083
	Iteration 37Q: 3 clusters Score -1072104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1072106.000000 Penalty: 910.710083
	Iteration 38Q: 3 clusters Score -1072106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1072112.125000 Penalty: 910.710083
	Iteration 39Q: 3 clusters Score -1072112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1072118.375000 Penalty: 910.710083
	Iteration 40F: 3 clusters Score -1072118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1072120.375000 Penalty: 910.710083
	Iteration 41Q: 3 clusters Score -1072120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1072120.750000 Penalty: 910.710083
	Iteration 42Q: 3 clusters Score -1072121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1072122.375000 Penalty: 910.710083
	Iteration 43Q: 3 clusters Score -1072122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1072127.125000 Penalty: 910.710083
	Iteration 44Q: 3 clusters Score -1072127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1072128.625000 Penalty: 910.710083
	Iteration 45Q: 3 clusters Score -1072129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1072133.125000 Penalty: 910.710083
	Iteration 46Q: 3 clusters Score -1072133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1072134.500000 Penalty: 910.710083
	Iteration 47Q: 3 clusters Score -1072134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1072141.000000 Penalty: 910.710083
	Iteration 48Q: 3 clusters Score -1072141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1072147.500000 Penalty: 910.710083
	Iteration 49Q: 3 clusters Score -1072148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1072155.750000 Penalty: 910.710083
	Iteration 50Q: 3 clusters Score -1072156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1072166.750000 Penalty: 910.710083
	Iteration 51Q: 3 clusters Score -1072167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1072173.625000 Penalty: 910.710083
	Iteration 52Q: 3 clusters Score -1072174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1072180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1072190.625000 Penalty: 910.710083
	Iteration 54Q: 3 clusters Score -1072191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1072200.125000 Penalty: 910.710083
	Iteration 55Q: 3 clusters Score -1072200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1072216 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1072235 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1072253.875000 Penalty: 910.710083
	Iteration 58Q: 3 clusters Score -1072254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1072275 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1072298 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1072331.500000 Penalty: 910.710083
	Iteration 61Q: 3 clusters Score -1072332 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1072366 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1072396 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1072426.750000 Penalty: 910.710083
	Iteration 64Q: 3 clusters Score -1072427 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1072473 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1072514 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1072570 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1072639 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1072718 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1072807.250000 Penalty: 910.710083
	Iteration 70Q: 3 clusters Score -1072807 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1072904.500000 Penalty: 910.710083
	Iteration 71Q: 3 clusters Score -1072904 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1073001.500000 Penalty: 910.710083
	Iteration 72Q: 3 clusters Score -1073002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1073086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1073154.125000 Penalty: 910.710083
	Iteration 74Q: 3 clusters Score -1073154 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1073228.625000 Penalty: 910.710083
	Iteration 75Q: 3 clusters Score -1073229 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1073301.000000 Penalty: 910.710083
	Iteration 76Q: 3 clusters Score -1073301 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1073362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1073419.625000 Penalty: 910.710083
	Iteration 78Q: 3 clusters Score -1073420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1073478 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1073523.625000 Penalty: 910.710083
	Iteration 80F: 3 clusters Score -1073524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1073566.125000 Penalty: 910.710083
	Iteration 81Q: 3 clusters Score -1073566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1073597.000000 Penalty: 910.710083
	Iteration 82Q: 3 clusters Score -1073597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1073624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1073652.500000 Penalty: 910.710083
	Iteration 84Q: 3 clusters Score -1073652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1073671.250000 Penalty: 910.710083
	Iteration 85Q: 3 clusters Score -1073671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1073684.750000 Penalty: 910.710083
	Iteration 86Q: 3 clusters Score -1073685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1073702.500000 Penalty: 910.710083
	Iteration 87Q: 3 clusters Score -1073702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1073723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1073745.375000 Penalty: 910.710083
	Iteration 89Q: 3 clusters Score -1073745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1073765.875000 Penalty: 910.710083
	Iteration 90Q: 3 clusters Score -1073766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1073781.875000 Penalty: 910.710083
	Iteration 91Q: 3 clusters Score -1073782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1073795.625000 Penalty: 910.710083
	Iteration 92Q: 3 clusters Score -1073796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1073807.875000 Penalty: 910.710083
	Iteration 93Q: 3 clusters Score -1073808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1073813.875000 Penalty: 910.710083
	Iteration 94Q: 3 clusters Score -1073814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1073816.625000 Penalty: 910.710083
	Iteration 95Q: 3 clusters Score -1073817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1073818.500000 Penalty: 910.710083
	Iteration 96Q: 3 clusters Score -1073818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1073819.000000 Penalty: 910.710083
	Iteration 97Q: 3 clusters Score -1073819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1073818.625000 Penalty: 910.710083
	Iteration 98Q: 3 clusters Score -1073819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1073820.125000 Penalty: 910.710083
	Iteration 99Q: 3 clusters Score -1073820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1073821.625000 Penalty: 910.710083
	Iteration 100F: 3 clusters Score -1073822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1073823.000000 Penalty: 910.710083
	Iteration 101Q: 3 clusters Score -1073823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1073823.750000 Penalty: 910.710083
	Iteration 102Q: 3 clusters Score -1073824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1073824.875000 Penalty: 910.710083
	Iteration 103Q: 3 clusters Score -1073825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1073827.000000 Penalty: 910.710083
	Iteration 104Q: 3 clusters Score -1073827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1073830.250000 Penalty: 910.710083
	Iteration 105Q: 3 clusters Score -1073830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1073830.125000 Penalty: 910.710083
	Iteration 106Q: 3 clusters Score -1073830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1073831.375000 Penalty: 910.710083
	Iteration 107Q: 3 clusters Score -1073831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1073835.125000 Penalty: 910.710083
	Iteration 108Q: 3 clusters Score -1073835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1073836.375000 Penalty: 910.710083
	Iteration 109Q: 3 clusters Score -1073836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1073836.625000 Penalty: 910.710083
	Iteration 110Q: 3 clusters Score -1073837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1073837.125000 Penalty: 910.710083
	Iteration 111Q: 3 clusters Score -1073837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1073837.125000 Penalty: 910.710083
	Iteration 112Q: 3 clusters Score -1073837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1073838.000000 Penalty: 910.710083
	Iteration 113Q: 3 clusters Score -1073838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1073840.375000 Penalty: 910.710083
	Iteration 114Q: 3 clusters Score -1073840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1073840.500000 Penalty: 910.710083
	Iteration 115Q: 3 clusters Score -1073840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1073843.000000 Penalty: 910.710083
	Iteration 116Q: 3 clusters Score -1073843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1073848.750000 Penalty: 910.710083
	Iteration 117Q: 3 clusters Score -1073849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1073852.750000 Penalty: 910.710083
	Iteration 118Q: 3 clusters Score -1073853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1073852.875000 Penalty: 910.710083
	Iteration 119Q: 3 clusters Score -1073853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1073857.125000 Penalty: 910.710083
	Iteration 120F: 3 clusters Score -1073857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1073860.000000 Penalty: 910.710083
	Iteration 121Q: 3 clusters Score -1073860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1073863.125000 Penalty: 910.710083
	Iteration 122Q: 3 clusters Score -1073863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1073866.250000 Penalty: 910.710083
	Iteration 123Q: 3 clusters Score -1073866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1073872.125000 Penalty: 910.710083
	Iteration 124Q: 3 clusters Score -1073872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1073876.500000 Penalty: 910.710083
	Iteration 125Q: 3 clusters Score -1073876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1073878.125000 Penalty: 910.710083
	Iteration 126Q: 3 clusters Score -1073878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1073879.875000 Penalty: 910.710083
	Iteration 127Q: 3 clusters Score -1073880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1073882.375000 Penalty: 910.710083
	Iteration 128Q: 3 clusters Score -1073882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1073883.875000 Penalty: 910.710083
	Iteration 129Q: 3 clusters Score -1073884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1073888.625000 Penalty: 910.710083
	Iteration 130Q: 3 clusters Score -1073889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1073888.500000 Penalty: 910.710083
	Iteration 131Q: 3 clusters Score -1073888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1073890.375000 Penalty: 910.710083
	Iteration 132Q: 3 clusters Score -1073890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1073895.625000 Penalty: 910.710083
	Iteration 133Q: 3 clusters Score -1073896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1073899.875000 Penalty: 910.710083
	Iteration 134Q: 3 clusters Score -1073900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1073900.500000 Penalty: 910.710083
	Iteration 135Q: 3 clusters Score -1073900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1073902.125000 Penalty: 910.710083
	Iteration 136Q: 3 clusters Score -1073902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1073904.250000 Penalty: 910.710083
	Iteration 137Q: 3 clusters Score -1073904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1073904.500000 Penalty: 910.710083
	Iteration 138Q: 3 clusters Score -1073904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1073904.750000 Penalty: 910.710083
	Iteration 139Q: 3 clusters Score -1073905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1073904.750000 Penalty: 910.710083
	Iteration 140F: 3 clusters Score -1073905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -6659.626465 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -6659.626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6397.350098 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -6397.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6459.308105 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -6459.308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6493.681641 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -6493.682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6509.844727 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -6509.845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6523.227051 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -6523.227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6529.372070 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -6529.372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6533.331055 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -6533.331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6539.864746 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -6539.865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6542.146484 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -6542.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6542.146484 Penalty: 470.514038
	Iteration 9F: 3 clusters Score -6542.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -3140.489014 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -3140.489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2933.253906 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2933.254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2954.708008 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2954.708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2964.124756 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2964.125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2975.984619 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -2975.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2977.756348 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -2977.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2977.756348 Penalty: 403.204315
	Iteration 5F: 3 clusters Score -2977.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -5994.812500 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -5994.812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5761.688965 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -5761.689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5824.742188 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -5824.742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5883.637695 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -5883.638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5894.807129 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -5894.807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5900.426270 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -5900.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5901.376465 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -5901.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5902.007324 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -5902.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5904.969727 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -5904.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5913.241211 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -5913.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5914.751465 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -5914.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5914.751465 Penalty: 457.173126
	Iteration 10F: 3 clusters Score -5914.751 nChanged 0
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69764704.000000 Penalty: 16221.794922
24->26 Clusters: Score -69764704.000000, best is -69791832.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 520375 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 21664 members 
Mstep: Class 3 contains 21695 members 
Mstep: Class 4 contains 21777 members 
Mstep: Class 5 contains 21653 members 
Mstep: Class 6 contains 21758 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 21605 members 
Mstep: Class 9 contains 21699 members 
Mstep: Class 10 contains 21730 members 
Mstep: Class 11 contains 21744 members 
Mstep: Class 12 contains 21697 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 21896 members 
Mstep: Class 15 contains 21846 members 
Mstep: Class 16 contains 21496 members 
Mstep: Class 17 contains 21677 members 
Mstep: Class 18 contains 21763 members 
Mstep: Class 19 contains 21857 members 
Mstep: Class 20 contains 21742 members 
Mstep: Class 21 contains 21264 members 
Mstep: Class 22 contains 21609 members 
Mstep: Class 23 contains 21602 members 
Mstep: Class 24 contains 21716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 0.230658 but Gain 598.884766
Score: -19969014.000000 Penalty: 13774.352539
Iteration 0F: 24 clusters Score -1.996901e+07 nChanged 498070
Entering Unmasked Mstep 
Mstep: Class 0 contains 2861 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 262 members 
Mstep: Class 3 contains 21591 members 
Mstep: Class 4 contains 181 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 264178 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 24514 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 10 contains 185 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 49 members 
Mstep: Class 16 contains 38264 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 53194 members 
Mstep: Class 20 contains 261 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 11 members 
Deleted class 23: not enough members
Mstep: Class 24 contains 77496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 51.701035 but Gain 598.884766
Score: -22734778.000000 Penalty: 12576.582031
Iteration 1F: 22 clusters Score -2.273478e+07 nChanged 132816
Entering Unmasked Mstep 
Mstep: Class 0 contains 2088 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 9349 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 285429 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 16485 members 
Mstep: Class 9 contains 144 members 
Mstep: Class 11 contains 819 members 
Mstep: Class 12 contains 4918 members 
Mstep: Class 14 contains 557 members 
Mstep: Class 15 contains 66 members 
Mstep: Class 16 contains 38273 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 105 members 
Mstep: Class 19 contains 63569 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 24 contains 80081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 60.760029 but Gain 598.884766
Score: -22932076.000000 Penalty: 11977.697266
Iteration 2F: 21 clusters Score -2.293208e+07 nChanged 75918
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 205 members 
Mstep: Class 6 contains 273626 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 14478 members 
Mstep: Class 9 contains 60 members 
Mstep: Class 11 contains 599 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 57 members 
Mstep: Class 16 contains 45330 members 
Mstep: Class 17 contains 1184 members 
Mstep: Class 19 contains 77443 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 1764 members 
Mstep: Class 24 contains 85290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 67.259720 but Gain 598.884766
Score: -23039958.000000 Penalty: 11378.812500
Iteration 3F: 20 clusters Score -2.303996e+07 nChanged 47943
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 444 members 
Mstep: Class 3 contains 1988 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 170 members 
Mstep: Class 6 contains 262819 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 12555 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 2647 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 54 members 
Mstep: Class 16 contains 51339 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 19 contains 86320 members 
Mstep: Class 20 contains 383 members 
Mstep: Class 21 contains 978 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 24 contains 89900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 141.102066 but Gain 598.884766
Score: -23077676.000000 Penalty: 10779.927734
Iteration 4F: 19 clusters Score -2.307768e+07 nChanged 35449
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 1421 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 231 members 
Mstep: Class 6 contains 250588 members 
Mstep: Class 7 contains 138 members 
Mstep: Class 8 contains 10515 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 14 contains 150 members 
Mstep: Class 16 contains 56094 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 19 contains 92327 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 24 contains 96579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 189.885147 but Gain 598.884766
Score: -23098970.000000 Penalty: 10181.042969
Iteration 5F: 18 clusters Score -2.309897e+07 nChanged 28457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 1388 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 236574 members 
Mstep: Class 8 contains 8362 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 14 contains 117 members 
Mstep: Class 16 contains 59745 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 19 contains 97214 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 24 contains 105376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 180.467010 but Gain 598.884766
Score: -23114302.000000 Penalty: 9582.158203
Iteration 6F: 17 clusters Score -2.31143e+07 nChanged 23630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1342 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 221984 members 
Mstep: Class 8 contains 6263 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 16 contains 62080 members 
Mstep: Class 17 contains 890 members 
Mstep: Class 19 contains 101293 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 968 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 115766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23125376.000000 Penalty: 9582.158203
Iteration 7Q: 17 clusters Score -2.312538e+07 nChanged 20853
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 207054 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 16 contains 63318 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 19 contains 104347 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 971 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 24 contains 127511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23136524.000000 Penalty: 9582.158203
Iteration 8Q: 17 clusters Score -2.313652e+07 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 192255 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 16 contains 63785 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 19 contains 106399 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 140188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23148484.000000 Penalty: 9582.158203
Iteration 9Q: 17 clusters Score -2.314848e+07 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 1974 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 176786 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 11 contains 1038 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 16 contains 63411 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 19 contains 107678 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 154776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23163882.000000 Penalty: 9582.158203
Iteration 10Q: 17 clusters Score -2.316388e+07 nChanged 21334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 160384 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 11 contains 1060 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 16 contains 62415 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 19 contains 108042 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 851 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 24 contains 171577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23177348.000000 Penalty: 9582.158203
Iteration 11Q: 17 clusters Score -2.317735e+07 nChanged 22507
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 143427 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 16 contains 61055 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 19 contains 107779 members 
Mstep: Class 20 contains 568 members 
Mstep: Class 21 contains 795 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 24 contains 189693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183024.000000 Penalty: 9582.158203
Iteration 12Q: 17 clusters Score -2.318302e+07 nChanged 20358
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3783 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 129971 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 16 contains 59697 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 19 contains 107276 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 204450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23184090.000000 Penalty: 9582.158203
Iteration 13Q: 17 clusters Score -2.318409e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 120322 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 1473 members 
Mstep: Class 16 contains 58775 members 
Mstep: Class 17 contains 864 members 
Mstep: Class 19 contains 106851 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 214877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183674.000000 Penalty: 9582.158203
Iteration 14Q: 17 clusters Score -2.318367e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 2207 members 
Mstep: Class 6 contains 113262 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 16 contains 58100 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 19 contains 106476 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 222501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183918.000000 Penalty: 9582.158203
Iteration 15Q: 17 clusters Score -2.318392e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4790 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 108952 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 1895 members 
Mstep: Class 16 contains 57594 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 19 contains 106089 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 227225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183286.000000 Penalty: 9582.158203
Iteration 16Q: 17 clusters Score -2.318329e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 106882 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 16 contains 57136 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 19 contains 105672 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 740 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 229675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23182810.000000 Penalty: 9582.158203
Iteration 17Q: 17 clusters Score -2.318281e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 106504 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 16 contains 56756 members 
Mstep: Class 17 contains 761 members 
Mstep: Class 19 contains 105293 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 230321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23182842.000000 Penalty: 9582.158203
Iteration 18Q: 17 clusters Score -2.318284e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 107302 members 
Mstep: Class 8 contains 615 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 16 contains 56402 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 19 contains 105043 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 229729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23183620.000000 Penalty: 9582.158203
Iteration 19Q: 17 clusters Score -2.318362e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 108950 members 
Mstep: Class 8 contains 572 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 16 contains 56046 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 19 contains 104829 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 228313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23189158.000000 Penalty: 9582.158203
Iteration 20F: 17 clusters Score -2.318916e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 1387 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 108298 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 16 contains 55618 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 19 contains 104556 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 228812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23190344.000000 Penalty: 9582.158203
Iteration 21Q: 17 clusters Score -2.319034e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6201 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 108592 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 16 contains 55163 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 19 contains 104405 members 
Mstep: Class 20 contains 755 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 228223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23191456.000000 Penalty: 9582.158203
Iteration 22Q: 17 clusters Score -2.319146e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 109701 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 4749 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 19 contains 104369 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 226664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23191998.000000 Penalty: 9582.158203
Iteration 23Q: 17 clusters Score -2.3192e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 111575 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 16 contains 54368 members 
Mstep: Class 17 contains 670 members 
Mstep: Class 19 contains 104401 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 224256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23192586.000000 Penalty: 9582.158203
Iteration 24Q: 17 clusters Score -2.319259e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2497 members 
Mstep: Class 6 contains 114044 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 6277 members 
Mstep: Class 16 contains 53949 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 19 contains 104406 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 221291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23192746.000000 Penalty: 9582.158203
Iteration 25Q: 17 clusters Score -2.319275e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 117128 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 11 contains 721 members 
Mstep: Class 12 contains 7102 members 
Mstep: Class 16 contains 53521 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 19 contains 104439 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 217703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23193224.000000 Penalty: 9582.158203
Iteration 26Q: 17 clusters Score -2.319322e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 120895 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 11 contains 708 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 16 contains 53054 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 19 contains 104520 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 213410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23193996.000000 Penalty: 9582.158203
Iteration 27Q: 17 clusters Score -2.3194e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 125355 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 16 contains 52556 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 19 contains 104640 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 208509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23194844.000000 Penalty: 9582.158203
Iteration 28Q: 17 clusters Score -2.319484e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6983 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 2467 members 
Mstep: Class 6 contains 130568 members 
Mstep: Class 8 contains 422 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 12 contains 9423 members 
Mstep: Class 16 contains 51923 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 19 contains 104757 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 203090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23196196.000000 Penalty: 9582.158203
Iteration 29Q: 17 clusters Score -2.31962e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 136323 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 10058 members 
Mstep: Class 16 contains 51223 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 19 contains 104871 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 197291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23197796.000000 Penalty: 9582.158203
Iteration 30Q: 17 clusters Score -2.31978e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7053 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 142611 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 10637 members 
Mstep: Class 16 contains 50471 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 19 contains 105023 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 191060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 595.979980 but Gain 598.884766
Score: -23199084.000000 Penalty: 8983.273438
Iteration 31Q: 16 clusters Score -2.319908e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7082 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 149995 members 
Mstep: Class 11 contains 622 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 16 contains 49714 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 19 contains 105269 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 184019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23201946.000000 Penalty: 8983.273438
Iteration 32Q: 16 clusters Score -2.320195e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2436 members 
Mstep: Class 6 contains 157559 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 16 contains 48974 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 19 contains 105237 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 176695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23203656.000000 Penalty: 8983.273438
Iteration 33Q: 16 clusters Score -2.320366e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 165072 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 12315 members 
Mstep: Class 16 contains 48273 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 19 contains 105149 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 169462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23206450.000000 Penalty: 8983.273438
Iteration 34Q: 16 clusters Score -2.320645e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 171392 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 12802 members 
Mstep: Class 16 contains 47676 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 19 contains 105040 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 24 contains 163446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23208360.000000 Penalty: 8983.273438
Iteration 35Q: 16 clusters Score -2.320836e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 2304 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 175953 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 13181 members 
Mstep: Class 16 contains 47265 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 19 contains 104857 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 24 contains 159196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23208800.000000 Penalty: 8983.273438
Iteration 36Q: 16 clusters Score -2.32088e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7097 members 
Mstep: Class 3 contains 2297 members 
Mstep: Class 4 contains 1384 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 178322 members 
Mstep: Class 11 contains 554 members 
Mstep: Class 12 contains 13462 members 
Mstep: Class 16 contains 47038 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 19 contains 104788 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 24 contains 156927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23209372.000000 Penalty: 8983.273438
Iteration 37Q: 16 clusters Score -2.320937e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 179010 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 16 contains 46925 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 19 contains 104767 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 441 members 
Mstep: Class 24 contains 156187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23209798.000000 Penalty: 8983.273438
Iteration 38Q: 16 clusters Score -2.32098e+07 nChanged 5046
Entering ConstructFrom: 
Score: -23209798.000000 Penalty: 8983.273438
Entering ConstructFrom: 
Trying to split cluster 1 (3557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Entering Unmasked Estep 
Score: -149325.265625 Penalty: 372.038605
	Iteration 0F: 2 clusters Score -149325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -146963.968750 Penalty: 744.077209
	Iteration 0F: 3 clusters Score -146964 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -148250.125000 Penalty: 744.077209
	Iteration 1F: 3 clusters Score -148250.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -148869.359375 Penalty: 744.077209
	Iteration 2F: 3 clusters Score -148869.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -149271.781250 Penalty: 744.077209
	Iteration 3F: 3 clusters Score -149271.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -149399.140625 Penalty: 744.077209
	Iteration 4Q: 3 clusters Score -149399.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -149440.250000 Penalty: 744.077209
	Iteration 5Q: 3 clusters Score -149440.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -149459.843750 Penalty: 744.077209
	Iteration 6Q: 3 clusters Score -149459.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -149464.531250 Penalty: 744.077209
	Iteration 7Q: 3 clusters Score -149464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -149466.265625 Penalty: 744.077209
	Iteration 8Q: 3 clusters Score -149466.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -149467.562500 Penalty: 744.077209
	Iteration 9Q: 3 clusters Score -149467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -149467.562500 Penalty: 744.077209
	Iteration 10F: 3 clusters Score -149467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7074 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 16 contains 46881 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 104798 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 156514 members 
Entering Unmasked Estep 
Score: -23209398.000000 Penalty: 9582.158203
Splitting cluster 1 changes total score from -23209798.000000 to -23209398.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -302970.687500 Penalty: 403.320251
	Iteration 0F: 2 clusters Score -302970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -298269.687500 Penalty: 806.640503
	Iteration 0F: 3 clusters Score -298269.7 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -300337.687500 Penalty: 806.640503
	Iteration 1F: 3 clusters Score -300337.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -300710.937500 Penalty: 806.640503
	Iteration 2F: 3 clusters Score -300710.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -301226.812500 Penalty: 806.640503
	Iteration 3F: 3 clusters Score -301226.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -301997.343750 Penalty: 806.640503
	Iteration 4F: 3 clusters Score -301997.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -302776.218750 Penalty: 806.640503
	Iteration 5F: 3 clusters Score -302776.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -303348.625000 Penalty: 806.640503
	Iteration 6F: 3 clusters Score -303348.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -303853.656250 Penalty: 806.640503
	Iteration 7F: 3 clusters Score -303853.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -304250.468750 Penalty: 806.640503
	Iteration 8Q: 3 clusters Score -304250.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -304441.843750 Penalty: 806.640503
	Iteration 9Q: 3 clusters Score -304441.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -304506.000000 Penalty: 806.640503
	Iteration 10Q: 3 clusters Score -304506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -304516.718750 Penalty: 806.640503
	Iteration 11Q: 3 clusters Score -304516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -304523.687500 Penalty: 806.640503
	Iteration 12Q: 3 clusters Score -304523.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -304526.312500 Penalty: 806.640503
	Iteration 13Q: 3 clusters Score -304526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -304526.843750 Penalty: 806.640503
	Iteration 14Q: 3 clusters Score -304526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -304526.843750 Penalty: 806.640503
	Iteration 15F: 3 clusters Score -304526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 1383 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 16 contains 46881 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 104798 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 156514 members 
Entering Unmasked Estep 
Score: -23210788.000000 Penalty: 9582.158203
Splitting cluster 2 changes total score from -23209798.000000 to -23210788.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -109112.390625 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -109112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -107489.796875 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -107489.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -108018.179688 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -108018.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -108064.031250 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -108064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -108092.179688 Penalty: 704.202454
	Iteration 3Q: 3 clusters Score -108092.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -108116.867188 Penalty: 704.202454
	Iteration 4Q: 3 clusters Score -108116.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -108141.242188 Penalty: 704.202454
	Iteration 5Q: 3 clusters Score -108141.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -108183.148438 Penalty: 704.202454
	Iteration 6Q: 3 clusters Score -108183.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -108227.210938 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -108227.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -108278.101562 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -108278.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -108332.515625 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -108332.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -108386.132812 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -108386.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -108421.750000 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -108421.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -108441.609375 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -108441.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -108450.710938 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -108450.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -108457.632812 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -108457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -108465.828125 Penalty: 704.202454
	Iteration 15Q: 3 clusters Score -108465.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -108478.242188 Penalty: 704.202454
	Iteration 16Q: 3 clusters Score -108478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -108486.750000 Penalty: 704.202454
	Iteration 17Q: 3 clusters Score -108486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -108492.851562 Penalty: 704.202454
	Iteration 18Q: 3 clusters Score -108492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -108498.945312 Penalty: 704.202454
	Iteration 19Q: 3 clusters Score -108498.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -108504.757812 Penalty: 704.202454
	Iteration 20F: 3 clusters Score -108504.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -108511.242188 Penalty: 704.202454
	Iteration 21Q: 3 clusters Score -108511.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -108516.992188 Penalty: 704.202454
	Iteration 22Q: 3 clusters Score -108517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -108520.539062 Penalty: 704.202454
	Iteration 23Q: 3 clusters Score -108520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -108522.367188 Penalty: 704.202454
	Iteration 24Q: 3 clusters Score -108522.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -108524.007812 Penalty: 704.202454
	Iteration 25Q: 3 clusters Score -108524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -108524.773438 Penalty: 704.202454
	Iteration 26Q: 3 clusters Score -108524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -108526.500000 Penalty: 704.202454
	Iteration 27Q: 3 clusters Score -108526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -108528.406250 Penalty: 704.202454
	Iteration 28Q: 3 clusters Score -108528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -108529.570312 Penalty: 704.202454
	Iteration 29Q: 3 clusters Score -108529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -108531.593750 Penalty: 704.202454
	Iteration 30Q: 3 clusters Score -108531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -108534.187500 Penalty: 704.202454
	Iteration 31Q: 3 clusters Score -108534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -108539.164062 Penalty: 704.202454
	Iteration 32Q: 3 clusters Score -108539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -108542.820312 Penalty: 704.202454
	Iteration 33Q: 3 clusters Score -108542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -108544.179688 Penalty: 704.202454
	Iteration 34Q: 3 clusters Score -108544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -108544.367188 Penalty: 704.202454
	Iteration 35Q: 3 clusters Score -108544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -108544.367188 Penalty: 704.202454
	Iteration 36F: 3 clusters Score -108544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -53743.871094 Penalty: 329.056458
	Iteration 0F: 2 clusters Score -53743.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -52715.171875 Penalty: 658.112915
	Iteration 0F: 3 clusters Score -52715.17 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -53403.824219 Penalty: 658.112915
	Iteration 1F: 3 clusters Score -53403.82 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -53628.929688 Penalty: 658.112915
	Iteration 2F: 3 clusters Score -53628.93 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53718.304688 Penalty: 658.112915
	Iteration 3F: 3 clusters Score -53718.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53783.988281 Penalty: 658.112915
	Iteration 4F: 3 clusters Score -53783.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53868.132812 Penalty: 658.112915
	Iteration 5Q: 3 clusters Score -53868.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54006.660156 Penalty: 658.112915
	Iteration 6Q: 3 clusters Score -54006.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54110.816406 Penalty: 658.112915
	Iteration 7Q: 3 clusters Score -54110.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54138.003906 Penalty: 658.112915
	Iteration 8Q: 3 clusters Score -54138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54147.605469 Penalty: 658.112915
	Iteration 9Q: 3 clusters Score -54147.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54154.960938 Penalty: 658.112915
	Iteration 10Q: 3 clusters Score -54154.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54162.550781 Penalty: 658.112915
	Iteration 11Q: 3 clusters Score -54162.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54168.039062 Penalty: 658.112915
	Iteration 12Q: 3 clusters Score -54168.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54175.289062 Penalty: 658.112915
	Iteration 13Q: 3 clusters Score -54175.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54186.214844 Penalty: 658.112915
	Iteration 14Q: 3 clusters Score -54186.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54208.304688 Penalty: 658.112915
	Iteration 15Q: 3 clusters Score -54208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54243.648438 Penalty: 658.112915
	Iteration 16Q: 3 clusters Score -54243.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54302.246094 Penalty: 658.112915
	Iteration 17Q: 3 clusters Score -54302.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54389.417969 Penalty: 658.112915
	Iteration 18Q: 3 clusters Score -54389.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54461.375000 Penalty: 658.112915
	Iteration 19Q: 3 clusters Score -54461.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54538.164062 Penalty: 658.112915
	Iteration 20F: 3 clusters Score -54538.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -54615.121094 Penalty: 658.112915
	Iteration 21Q: 3 clusters Score -54615.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54654.511719 Penalty: 658.112915
	Iteration 22Q: 3 clusters Score -54654.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -54694.585938 Penalty: 658.112915
	Iteration 23Q: 3 clusters Score -54694.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -54738.078125 Penalty: 658.112915
	Iteration 24Q: 3 clusters Score -54738.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -54778.156250 Penalty: 658.112915
	Iteration 25Q: 3 clusters Score -54778.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -54846.773438 Penalty: 658.112915
	Iteration 26Q: 3 clusters Score -54846.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -54946.917969 Penalty: 658.112915
	Iteration 27Q: 3 clusters Score -54946.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -55042.437500 Penalty: 658.112915
	Iteration 28Q: 3 clusters Score -55042.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -55128.722656 Penalty: 658.112915
	Iteration 29Q: 3 clusters Score -55128.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -55177.527344 Penalty: 658.112915
	Iteration 30Q: 3 clusters Score -55177.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -55187.855469 Penalty: 658.112915
	Iteration 31Q: 3 clusters Score -55187.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -55188.582031 Penalty: 658.112915
	Iteration 32Q: 3 clusters Score -55188.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -55188.683594 Penalty: 658.112915
	Iteration 33Q: 3 clusters Score -55188.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -55190.667969 Penalty: 658.112915
	Iteration 34F: 3 clusters Score -55190.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -55191.097656 Penalty: 658.112915
	Iteration 35Q: 3 clusters Score -55191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -55191.097656 Penalty: 658.112915
	Iteration 36F: 3 clusters Score -55191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 16 contains 46881 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 104798 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 156514 members 
Entering Unmasked Estep 
Score: -23211968.000000 Penalty: 10181.042969
Splitting cluster 4 changes total score from -23209798.000000 to -23211968.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -105346.171875 Penalty: 354.888763
	Iteration 0F: 2 clusters Score -105346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -103624.617188 Penalty: 709.777527
	Iteration 0F: 3 clusters Score -103624.6 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -104314.945312 Penalty: 709.777527
	Iteration 1F: 3 clusters Score -104314.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -104502.703125 Penalty: 709.777527
	Iteration 2F: 3 clusters Score -104502.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -104672.164062 Penalty: 709.777527
	Iteration 3F: 3 clusters Score -104672.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -104802.492188 Penalty: 709.777527
	Iteration 4F: 3 clusters Score -104802.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104893.484375 Penalty: 709.777527
	Iteration 5F: 3 clusters Score -104893.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104954.007812 Penalty: 709.777527
	Iteration 6Q: 3 clusters Score -104954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104993.656250 Penalty: 709.777527
	Iteration 7Q: 3 clusters Score -104993.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105023.562500 Penalty: 709.777527
	Iteration 8Q: 3 clusters Score -105023.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105050.828125 Penalty: 709.777527
	Iteration 9Q: 3 clusters Score -105050.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105061.812500 Penalty: 709.777527
	Iteration 10Q: 3 clusters Score -105061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -105070.921875 Penalty: 709.777527
	Iteration 11Q: 3 clusters Score -105070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105080.570312 Penalty: 709.777527
	Iteration 12Q: 3 clusters Score -105080.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105086.156250 Penalty: 709.777527
	Iteration 13Q: 3 clusters Score -105086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105090.703125 Penalty: 709.777527
	Iteration 14Q: 3 clusters Score -105090.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105100.687500 Penalty: 709.777527
	Iteration 15Q: 3 clusters Score -105100.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105111.625000 Penalty: 709.777527
	Iteration 16Q: 3 clusters Score -105111.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105121.929688 Penalty: 709.777527
	Iteration 17Q: 3 clusters Score -105121.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105136.367188 Penalty: 709.777527
	Iteration 18Q: 3 clusters Score -105136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105149.039062 Penalty: 709.777527
	Iteration 19Q: 3 clusters Score -105149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105157.617188 Penalty: 709.777527
	Iteration 20F: 3 clusters Score -105157.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105163.218750 Penalty: 709.777527
	Iteration 21Q: 3 clusters Score -105163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105167.304688 Penalty: 709.777527
	Iteration 22Q: 3 clusters Score -105167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105168.765625 Penalty: 709.777527
	Iteration 23Q: 3 clusters Score -105168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105169.992188 Penalty: 709.777527
	Iteration 24Q: 3 clusters Score -105170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105170.929688 Penalty: 709.777527
	Iteration 25Q: 3 clusters Score -105170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105171.937500 Penalty: 709.777527
	Iteration 26Q: 3 clusters Score -105171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105173.000000 Penalty: 709.777527
	Iteration 27Q: 3 clusters Score -105173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105173.078125 Penalty: 709.777527
	Iteration 28Q: 3 clusters Score -105173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105173.078125 Penalty: 709.777527
	Iteration 29F: 3 clusters Score -105173.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Entering Unmasked Estep 
Score: -8235184.500000 Penalty: 550.219971
	Iteration 0F: 2 clusters Score -8235184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -8124796.000000 Penalty: 1100.439941
	Iteration 0F: 3 clusters Score -8124796 nChanged 87747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -8178179.000000 Penalty: 1100.439941
	Iteration 1F: 3 clusters Score -8178179 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -8180855.000000 Penalty: 1100.439941
	Iteration 2Q: 3 clusters Score -8180855 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -8185582.500000 Penalty: 1100.439941
	Iteration 3F: 3 clusters Score -8185582 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -8193634.000000 Penalty: 1100.439941
	Iteration 4F: 3 clusters Score -8193634 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -8204936.500000 Penalty: 1100.439941
	Iteration 5F: 3 clusters Score -8204936 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 137380 members 
Entering Unmasked Estep 
Score: -8216451.000000 Penalty: 1100.439941
	Iteration 6F: 3 clusters Score -8216451 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -8223964.000000 Penalty: 1100.439941
	Iteration 7F: 3 clusters Score -8223964 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 149818 members 
Entering Unmasked Estep 
Score: -8227593.000000 Penalty: 1100.439941
	Iteration 8Q: 3 clusters Score -8227593 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -8229261.000000 Penalty: 1100.439941
	Iteration 9Q: 3 clusters Score -8229261 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 157604 members 
Entering Unmasked Estep 
Score: -8230238.000000 Penalty: 1100.439941
	Iteration 10Q: 3 clusters Score -8230238 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -8231018.500000 Penalty: 1100.439941
	Iteration 11Q: 3 clusters Score -8231018 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 163755 members 
Entering Unmasked Estep 
Score: -8231816.000000 Penalty: 1100.439941
	Iteration 12Q: 3 clusters Score -8231816 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -8232384.500000 Penalty: 1100.439941
	Iteration 13Q: 3 clusters Score -8232384 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -8232798.500000 Penalty: 1100.439941
	Iteration 14Q: 3 clusters Score -8232798 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 170227 members 
Entering Unmasked Estep 
Score: -8233233.000000 Penalty: 1100.439941
	Iteration 15Q: 3 clusters Score -8233233 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -8233449.500000 Penalty: 1100.439941
	Iteration 16Q: 3 clusters Score -8233450 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -8233641.000000 Penalty: 1100.439941
	Iteration 17Q: 3 clusters Score -8233641 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -8233773.500000 Penalty: 1100.439941
	Iteration 18Q: 3 clusters Score -8233774 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -8233980.000000 Penalty: 1100.439941
	Iteration 19Q: 3 clusters Score -8233980 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -8234138.500000 Penalty: 1100.439941
	Iteration 20F: 3 clusters Score -8234138 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 175910 members 
Entering Unmasked Estep 
Score: -8234268.000000 Penalty: 1100.439941
	Iteration 21Q: 3 clusters Score -8234268 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 176318 members 
Entering Unmasked Estep 
Score: -8234348.000000 Penalty: 1100.439941
	Iteration 22Q: 3 clusters Score -8234348 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 176631 members 
Entering Unmasked Estep 
Score: -8234375.000000 Penalty: 1100.439941
	Iteration 23Q: 3 clusters Score -8234375 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -8234443.000000 Penalty: 1100.439941
	Iteration 24Q: 3 clusters Score -8234443 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -8234497.500000 Penalty: 1100.439941
	Iteration 25Q: 3 clusters Score -8234498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -8234572.000000 Penalty: 1100.439941
	Iteration 26Q: 3 clusters Score -8234572 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 177359 members 
Entering Unmasked Estep 
Score: -8234628.500000 Penalty: 1100.439941
	Iteration 27Q: 3 clusters Score -8234628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -8234667.500000 Penalty: 1100.439941
	Iteration 28Q: 3 clusters Score -8234668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -8234667.000000 Penalty: 1100.439941
	Iteration 29Q: 3 clusters Score -8234667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -8234677.000000 Penalty: 1100.439941
	Iteration 30Q: 3 clusters Score -8234677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -8234705.500000 Penalty: 1100.439941
	Iteration 31Q: 3 clusters Score -8234706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 177685 members 
Entering Unmasked Estep 
Score: -8234706.000000 Penalty: 1100.439941
	Iteration 32Q: 3 clusters Score -8234706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 177707 members 
Entering Unmasked Estep 
Score: -8234701.500000 Penalty: 1100.439941
	Iteration 33Q: 3 clusters Score -8234702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -8234697.500000 Penalty: 1100.439941
	Iteration 34Q: 3 clusters Score -8234698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -8234702.000000 Penalty: 1100.439941
	Iteration 35Q: 3 clusters Score -8234702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 177744 members 
Entering Unmasked Estep 
Score: -8234709.500000 Penalty: 1100.439941
	Iteration 36Q: 3 clusters Score -8234710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -8234707.000000 Penalty: 1100.439941
	Iteration 37Q: 3 clusters Score -8234707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -8234710.500000 Penalty: 1100.439941
	Iteration 38Q: 3 clusters Score -8234710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -8234718.500000 Penalty: 1100.439941
	Iteration 39Q: 3 clusters Score -8234718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -8234721.500000 Penalty: 1100.439941
	Iteration 40F: 3 clusters Score -8234722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 177815 members 
Entering Unmasked Estep 
Score: -8234722.500000 Penalty: 1100.439941
	Iteration 41Q: 3 clusters Score -8234722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -8234728.000000 Penalty: 1100.439941
	Iteration 42Q: 3 clusters Score -8234728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 177832 members 
Entering Unmasked Estep 
Score: -8234726.500000 Penalty: 1100.439941
	Iteration 43Q: 3 clusters Score -8234726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 177836 members 
Entering Unmasked Estep 
Score: -8234730.000000 Penalty: 1100.439941
	Iteration 44Q: 3 clusters Score -8234730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 177838 members 
Entering Unmasked Estep 
Score: -8234727.000000 Penalty: 1100.439941
	Iteration 45Q: 3 clusters Score -8234727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 177839 members 
Entering Unmasked Estep 
Score: -8234731.500000 Penalty: 1100.439941
	Iteration 46Q: 3 clusters Score -8234732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 177844 members 
Entering Unmasked Estep 
Score: -8234740.000000 Penalty: 1100.439941
	Iteration 47Q: 3 clusters Score -8234740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 177849 members 
Entering Unmasked Estep 
Score: -8234740.000000 Penalty: 1100.439941
	Iteration 48Q: 3 clusters Score -8234740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -8234745.000000 Penalty: 1100.439941
	Iteration 49Q: 3 clusters Score -8234745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -8234745.500000 Penalty: 1100.439941
	Iteration 50Q: 3 clusters Score -8234746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -8234739.000000 Penalty: 1100.439941
	Iteration 51Q: 3 clusters Score -8234739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 177854 members 
Entering Unmasked Estep 
Score: -8234743.000000 Penalty: 1100.439941
	Iteration 52Q: 3 clusters Score -8234743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -8234740.000000 Penalty: 1100.439941
	Iteration 53Q: 3 clusters Score -8234740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -8234736.000000 Penalty: 1100.439941
	Iteration 54Q: 3 clusters Score -8234736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -8234743.500000 Penalty: 1100.439941
	Iteration 55Q: 3 clusters Score -8234744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -8234749.500000 Penalty: 1100.439941
	Iteration 56Q: 3 clusters Score -8234750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -8234757.500000 Penalty: 1100.439941
	Iteration 57Q: 3 clusters Score -8234758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -8234762.000000 Penalty: 1100.439941
	Iteration 58Q: 3 clusters Score -8234762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -8234769.500000 Penalty: 1100.439941
	Iteration 59Q: 3 clusters Score -8234770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -8234763.500000 Penalty: 1100.439941
	Iteration 60F: 3 clusters Score -8234764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -8234766.000000 Penalty: 1100.439941
	Iteration 61Q: 3 clusters Score -8234766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -8234772.000000 Penalty: 1100.439941
	Iteration 62Q: 3 clusters Score -8234772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 177899 members 
Entering Unmasked Estep 
Score: -8234770.500000 Penalty: 1100.439941
	Iteration 63Q: 3 clusters Score -8234770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 177896 members 
Entering Unmasked Estep 
Score: -8234773.500000 Penalty: 1100.439941
	Iteration 64Q: 3 clusters Score -8234774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 177894 members 
Entering Unmasked Estep 
Score: -8234774.000000 Penalty: 1100.439941
	Iteration 65Q: 3 clusters Score -8234774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 177895 members 
Entering Unmasked Estep 
Score: -8234774.500000 Penalty: 1100.439941
	Iteration 66Q: 3 clusters Score -8234774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 177894 members 
Entering Unmasked Estep 
Score: -8234773.500000 Penalty: 1100.439941
	Iteration 67Q: 3 clusters Score -8234774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -8234776.500000 Penalty: 1100.439941
	Iteration 68Q: 3 clusters Score -8234776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 177900 members 
Entering Unmasked Estep 
Score: -8234769.500000 Penalty: 1100.439941
	Iteration 69Q: 3 clusters Score -8234770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -8234768.000000 Penalty: 1100.439941
	Iteration 70Q: 3 clusters Score -8234768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 177905 members 
Entering Unmasked Estep 
Score: -8234767.500000 Penalty: 1100.439941
	Iteration 71Q: 3 clusters Score -8234768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -8234778.500000 Penalty: 1100.439941
	Iteration 72Q: 3 clusters Score -8234778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -8234786.500000 Penalty: 1100.439941
	Iteration 73Q: 3 clusters Score -8234786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 177918 members 
Entering Unmasked Estep 
Score: -8234792.000000 Penalty: 1100.439941
	Iteration 74Q: 3 clusters Score -8234792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 177934 members 
Entering Unmasked Estep 
Score: -8234805.000000 Penalty: 1100.439941
	Iteration 75Q: 3 clusters Score -8234805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 177946 members 
Entering Unmasked Estep 
Score: -8234796.500000 Penalty: 1100.439941
	Iteration 76Q: 3 clusters Score -8234796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -8234814.500000 Penalty: 1100.439941
	Iteration 77Q: 3 clusters Score -8234814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 177952 members 
Entering Unmasked Estep 
Score: -8234818.500000 Penalty: 1100.439941
	Iteration 78Q: 3 clusters Score -8234818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -8234820.000000 Penalty: 1100.439941
	Iteration 79Q: 3 clusters Score -8234820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 177962 members 
Entering Unmasked Estep 
Score: -8234820.500000 Penalty: 1100.439941
	Iteration 80F: 3 clusters Score -8234820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -8234817.000000 Penalty: 1100.439941
	Iteration 81Q: 3 clusters Score -8234817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -8234816.000000 Penalty: 1100.439941
	Iteration 82Q: 3 clusters Score -8234816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 177967 members 
Entering Unmasked Estep 
Score: -8234818.000000 Penalty: 1100.439941
	Iteration 83Q: 3 clusters Score -8234818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -8234816.500000 Penalty: 1100.439941
	Iteration 84Q: 3 clusters Score -8234816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 177971 members 
Entering Unmasked Estep 
Score: -8234814.000000 Penalty: 1100.439941
	Iteration 85Q: 3 clusters Score -8234814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 177973 members 
Entering Unmasked Estep 
Score: -8234814.000000 Penalty: 1100.439941
	Iteration 86Q: 3 clusters Score -8234814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 177974 members 
Entering Unmasked Estep 
Score: -8234817.500000 Penalty: 1100.439941
	Iteration 87Q: 3 clusters Score -8234818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -8234812.000000 Penalty: 1100.439941
	Iteration 88Q: 3 clusters Score -8234812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -8234818.000000 Penalty: 1100.439941
	Iteration 89Q: 3 clusters Score -8234818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 177982 members 
Entering Unmasked Estep 
Score: -8234823.500000 Penalty: 1100.439941
	Iteration 90Q: 3 clusters Score -8234824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -8234825.000000 Penalty: 1100.439941
	Iteration 91Q: 3 clusters Score -8234825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -8234831.000000 Penalty: 1100.439941
	Iteration 92Q: 3 clusters Score -8234831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 177979 members 
Entering Unmasked Estep 
Score: -8234818.000000 Penalty: 1100.439941
	Iteration 93Q: 3 clusters Score -8234818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 177978 members 
Entering Unmasked Estep 
Score: -8234827.500000 Penalty: 1100.439941
	Iteration 94Q: 3 clusters Score -8234828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -8234837.000000 Penalty: 1100.439941
	Iteration 95Q: 3 clusters Score -8234837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 177985 members 
Entering Unmasked Estep 
Score: -8234836.500000 Penalty: 1100.439941
	Iteration 96Q: 3 clusters Score -8234836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 177988 members 
Entering Unmasked Estep 
Score: -8234832.500000 Penalty: 1100.439941
	Iteration 97Q: 3 clusters Score -8234832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -8234825.000000 Penalty: 1100.439941
	Iteration 98Q: 3 clusters Score -8234825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 177991 members 
Entering Unmasked Estep 
Score: -8234829.000000 Penalty: 1100.439941
	Iteration 99Q: 3 clusters Score -8234829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -8234824.500000 Penalty: 1100.439941
	Iteration 100F: 3 clusters Score -8234824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -8234824.500000 Penalty: 1100.439941
	Iteration 101Q: 3 clusters Score -8234824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -8234825.000000 Penalty: 1100.439941
	Iteration 102Q: 3 clusters Score -8234825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -8234820.000000 Penalty: 1100.439941
	Iteration 103Q: 3 clusters Score -8234820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -8234821.000000 Penalty: 1100.439941
	Iteration 104Q: 3 clusters Score -8234821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -8234821.000000 Penalty: 1100.439941
	Iteration 105F: 3 clusters Score -8234821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -23861.480469 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -23861.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23325.919922 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -23325.92 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23472.308594 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -23472.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23507.974609 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -23507.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23525.431641 Penalty: 571.856201
	Iteration 3Q: 3 clusters Score -23525.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23534.972656 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -23534.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23537.832031 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -23537.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23539.400391 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -23539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23540.593750 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -23540.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23541.521484 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -23541.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23541.744141 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -23541.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23541.744141 Penalty: 571.856201
	Iteration 10F: 3 clusters Score -23541.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Entering Unmasked Estep 
Score: -669224.437500 Penalty: 433.955475
	Iteration 0F: 2 clusters Score -669224.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -659942.875000 Penalty: 867.910950
	Iteration 0F: 3 clusters Score -659942.9 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -663834.750000 Penalty: 867.910950
	Iteration 1F: 3 clusters Score -663834.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -664356.062500 Penalty: 867.910950
	Iteration 2F: 3 clusters Score -664356.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -665094.062500 Penalty: 867.910950
	Iteration 3F: 3 clusters Score -665094.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -665914.187500 Penalty: 867.910950
	Iteration 4F: 3 clusters Score -665914.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -666741.000000 Penalty: 867.910950
	Iteration 5F: 3 clusters Score -666741 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -667255.000000 Penalty: 867.910950
	Iteration 6F: 3 clusters Score -667255 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -667500.125000 Penalty: 867.910950
	Iteration 7Q: 3 clusters Score -667500.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -667646.312500 Penalty: 867.910950
	Iteration 8Q: 3 clusters Score -667646.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -667759.312500 Penalty: 867.910950
	Iteration 9Q: 3 clusters Score -667759.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -667858.312500 Penalty: 867.910950
	Iteration 10Q: 3 clusters Score -667858.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -667943.812500 Penalty: 867.910950
	Iteration 11Q: 3 clusters Score -667943.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -668009.000000 Penalty: 867.910950
	Iteration 12Q: 3 clusters Score -668009 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -668060.375000 Penalty: 867.910950
	Iteration 13Q: 3 clusters Score -668060.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -668101.687500 Penalty: 867.910950
	Iteration 14Q: 3 clusters Score -668101.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -668133.812500 Penalty: 867.910950
	Iteration 15Q: 3 clusters Score -668133.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -668154.562500 Penalty: 867.910950
	Iteration 16Q: 3 clusters Score -668154.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -668172.937500 Penalty: 867.910950
	Iteration 17Q: 3 clusters Score -668172.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -668189.062500 Penalty: 867.910950
	Iteration 18Q: 3 clusters Score -668189.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -668204.562500 Penalty: 867.910950
	Iteration 19Q: 3 clusters Score -668204.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -668218.687500 Penalty: 867.910950
	Iteration 20F: 3 clusters Score -668218.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -668229.625000 Penalty: 867.910950
	Iteration 21Q: 3 clusters Score -668229.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -668235.437500 Penalty: 867.910950
	Iteration 22Q: 3 clusters Score -668235.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -668245.750000 Penalty: 867.910950
	Iteration 23Q: 3 clusters Score -668245.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -668251.937500 Penalty: 867.910950
	Iteration 24Q: 3 clusters Score -668251.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -668256.312500 Penalty: 867.910950
	Iteration 25Q: 3 clusters Score -668256.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -668263.312500 Penalty: 867.910950
	Iteration 26Q: 3 clusters Score -668263.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -668269.562500 Penalty: 867.910950
	Iteration 27Q: 3 clusters Score -668269.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -668277.875000 Penalty: 867.910950
	Iteration 28Q: 3 clusters Score -668277.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -668288.312500 Penalty: 867.910950
	Iteration 29Q: 3 clusters Score -668288.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -668302.625000 Penalty: 867.910950
	Iteration 30Q: 3 clusters Score -668302.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -668320.562500 Penalty: 867.910950
	Iteration 31Q: 3 clusters Score -668320.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -668338.687500 Penalty: 867.910950
	Iteration 32Q: 3 clusters Score -668338.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -668353.750000 Penalty: 867.910950
	Iteration 33Q: 3 clusters Score -668353.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -668370.812500 Penalty: 867.910950
	Iteration 34Q: 3 clusters Score -668370.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -668384.750000 Penalty: 867.910950
	Iteration 35Q: 3 clusters Score -668384.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -668398.687500 Penalty: 867.910950
	Iteration 36Q: 3 clusters Score -668398.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -668412.375000 Penalty: 867.910950
	Iteration 37Q: 3 clusters Score -668412.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -668427.750000 Penalty: 867.910950
	Iteration 38Q: 3 clusters Score -668427.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -668441.750000 Penalty: 867.910950
	Iteration 39Q: 3 clusters Score -668441.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -668454.500000 Penalty: 867.910950
	Iteration 40F: 3 clusters Score -668454.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -668465.875000 Penalty: 867.910950
	Iteration 41Q: 3 clusters Score -668465.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -668476.312500 Penalty: 867.910950
	Iteration 42Q: 3 clusters Score -668476.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -668490.750000 Penalty: 867.910950
	Iteration 43Q: 3 clusters Score -668490.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -668506.312500 Penalty: 867.910950
	Iteration 44Q: 3 clusters Score -668506.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -668523.125000 Penalty: 867.910950
	Iteration 45Q: 3 clusters Score -668523.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -668540.312500 Penalty: 867.910950
	Iteration 46Q: 3 clusters Score -668540.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -668558.875000 Penalty: 867.910950
	Iteration 47Q: 3 clusters Score -668558.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -668575.750000 Penalty: 867.910950
	Iteration 48Q: 3 clusters Score -668575.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -668595.125000 Penalty: 867.910950
	Iteration 49Q: 3 clusters Score -668595.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -668618.750000 Penalty: 867.910950
	Iteration 50Q: 3 clusters Score -668618.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -668642.062500 Penalty: 867.910950
	Iteration 51Q: 3 clusters Score -668642.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -668672.062500 Penalty: 867.910950
	Iteration 52Q: 3 clusters Score -668672.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -668711.687500 Penalty: 867.910950
	Iteration 53Q: 3 clusters Score -668711.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -668744.000000 Penalty: 867.910950
	Iteration 54Q: 3 clusters Score -668744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -668772.500000 Penalty: 867.910950
	Iteration 55Q: 3 clusters Score -668772.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -668797.687500 Penalty: 867.910950
	Iteration 56Q: 3 clusters Score -668797.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -668818.562500 Penalty: 867.910950
	Iteration 57Q: 3 clusters Score -668818.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -668834.312500 Penalty: 867.910950
	Iteration 58Q: 3 clusters Score -668834.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -668852.062500 Penalty: 867.910950
	Iteration 59Q: 3 clusters Score -668852.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -668868.062500 Penalty: 867.910950
	Iteration 60F: 3 clusters Score -668868.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -668883.312500 Penalty: 867.910950
	Iteration 61Q: 3 clusters Score -668883.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -668899.125000 Penalty: 867.910950
	Iteration 62Q: 3 clusters Score -668899.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -668911.437500 Penalty: 867.910950
	Iteration 63Q: 3 clusters Score -668911.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -668923.875000 Penalty: 867.910950
	Iteration 64Q: 3 clusters Score -668923.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -668938.625000 Penalty: 867.910950
	Iteration 65Q: 3 clusters Score -668938.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -668953.500000 Penalty: 867.910950
	Iteration 66Q: 3 clusters Score -668953.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -668963.812500 Penalty: 867.910950
	Iteration 67Q: 3 clusters Score -668963.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -668973.062500 Penalty: 867.910950
	Iteration 68Q: 3 clusters Score -668973.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -668983.500000 Penalty: 867.910950
	Iteration 69Q: 3 clusters Score -668983.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -668995.750000 Penalty: 867.910950
	Iteration 70Q: 3 clusters Score -668995.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -669007.312500 Penalty: 867.910950
	Iteration 71Q: 3 clusters Score -669007.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -669019.125000 Penalty: 867.910950
	Iteration 72Q: 3 clusters Score -669019.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -669033.812500 Penalty: 867.910950
	Iteration 73Q: 3 clusters Score -669033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -669045.812500 Penalty: 867.910950
	Iteration 74Q: 3 clusters Score -669045.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -669054.937500 Penalty: 867.910950
	Iteration 75Q: 3 clusters Score -669054.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -669058.312500 Penalty: 867.910950
	Iteration 76Q: 3 clusters Score -669058.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -669061.437500 Penalty: 867.910950
	Iteration 77Q: 3 clusters Score -669061.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -669065.187500 Penalty: 867.910950
	Iteration 78Q: 3 clusters Score -669065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -669067.062500 Penalty: 867.910950
	Iteration 79Q: 3 clusters Score -669067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -669069.437500 Penalty: 867.910950
	Iteration 80F: 3 clusters Score -669069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -669071.875000 Penalty: 867.910950
	Iteration 81Q: 3 clusters Score -669071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -669074.812500 Penalty: 867.910950
	Iteration 82Q: 3 clusters Score -669074.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -669084.500000 Penalty: 867.910950
	Iteration 83Q: 3 clusters Score -669084.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -669091.687500 Penalty: 867.910950
	Iteration 84Q: 3 clusters Score -669091.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -669094.062500 Penalty: 867.910950
	Iteration 85Q: 3 clusters Score -669094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -669096.125000 Penalty: 867.910950
	Iteration 86Q: 3 clusters Score -669096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -669095.687500 Penalty: 867.910950
	Iteration 87Q: 3 clusters Score -669095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -669095.875000 Penalty: 867.910950
	Iteration 88Q: 3 clusters Score -669095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -669095.687500 Penalty: 867.910950
	Iteration 89Q: 3 clusters Score -669095.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -669097.000000 Penalty: 867.910950
	Iteration 90Q: 3 clusters Score -669097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -669099.500000 Penalty: 867.910950
	Iteration 91Q: 3 clusters Score -669099.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -669101.625000 Penalty: 867.910950
	Iteration 92Q: 3 clusters Score -669101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -669103.500000 Penalty: 867.910950
	Iteration 93Q: 3 clusters Score -669103.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -669106.125000 Penalty: 867.910950
	Iteration 94Q: 3 clusters Score -669106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -669107.062500 Penalty: 867.910950
	Iteration 95Q: 3 clusters Score -669107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -669108.687500 Penalty: 867.910950
	Iteration 96Q: 3 clusters Score -669108.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -669111.000000 Penalty: 867.910950
	Iteration 97Q: 3 clusters Score -669111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -669112.062500 Penalty: 867.910950
	Iteration 98Q: 3 clusters Score -669112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -669114.562500 Penalty: 867.910950
	Iteration 99Q: 3 clusters Score -669114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -669114.625000 Penalty: 867.910950
	Iteration 100F: 3 clusters Score -669114.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -669118.375000 Penalty: 867.910950
	Iteration 101Q: 3 clusters Score -669118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -669119.437500 Penalty: 867.910950
	Iteration 102Q: 3 clusters Score -669119.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -669120.625000 Penalty: 867.910950
	Iteration 103Q: 3 clusters Score -669120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -669119.312500 Penalty: 867.910950
	Iteration 104Q: 3 clusters Score -669119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -669120.187500 Penalty: 867.910950
	Iteration 105Q: 3 clusters Score -669120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -669119.625000 Penalty: 867.910950
	Iteration 106Q: 3 clusters Score -669119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -669119.812500 Penalty: 867.910950
	Iteration 107Q: 3 clusters Score -669119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -669119.812500 Penalty: 867.910950
	Iteration 108F: 3 clusters Score -669119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Entering Unmasked Estep 
Score: -2064374.500000 Penalty: 489.369202
	Iteration 0F: 2 clusters Score -2064374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2032990.875000 Penalty: 978.738403
	Iteration 0F: 3 clusters Score -2032991 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -2046564.875000 Penalty: 978.738403
	Iteration 1F: 3 clusters Score -2046565 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2047293.125000 Penalty: 978.738403
	Iteration 2Q: 3 clusters Score -2047293 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2048426.875000 Penalty: 978.738403
	Iteration 3F: 3 clusters Score -2048427 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -2050167.250000 Penalty: 978.738403
	Iteration 4F: 3 clusters Score -2050167 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -2052670.125000 Penalty: 978.738403
	Iteration 5F: 3 clusters Score -2052670 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -2055410.875000 Penalty: 978.738403
	Iteration 6F: 3 clusters Score -2055411 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -2057570.375000 Penalty: 978.738403
	Iteration 7F: 3 clusters Score -2057570 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -2058750.750000 Penalty: 978.738403
	Iteration 8Q: 3 clusters Score -2058751 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -2059452.625000 Penalty: 978.738403
	Iteration 9Q: 3 clusters Score -2059453 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -2060061.125000 Penalty: 978.738403
	Iteration 10Q: 3 clusters Score -2060061 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -2060690.250000 Penalty: 978.738403
	Iteration 11Q: 3 clusters Score -2060690 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -2061300.500000 Penalty: 978.738403
	Iteration 12Q: 3 clusters Score -2061300 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -2061885.000000 Penalty: 978.738403
	Iteration 13Q: 3 clusters Score -2061885 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -2062370.750000 Penalty: 978.738403
	Iteration 14Q: 3 clusters Score -2062371 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -2062721.375000 Penalty: 978.738403
	Iteration 15Q: 3 clusters Score -2062721 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -2062975.000000 Penalty: 978.738403
	Iteration 16Q: 3 clusters Score -2062975 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -2063169.375000 Penalty: 978.738403
	Iteration 17Q: 3 clusters Score -2063169 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -2063287.250000 Penalty: 978.738403
	Iteration 18Q: 3 clusters Score -2063287 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -2063377.125000 Penalty: 978.738403
	Iteration 19Q: 3 clusters Score -2063377 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -2063451.000000 Penalty: 978.738403
	Iteration 20F: 3 clusters Score -2063451 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -2063505.250000 Penalty: 978.738403
	Iteration 21Q: 3 clusters Score -2063505 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -2063553.375000 Penalty: 978.738403
	Iteration 22Q: 3 clusters Score -2063553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -2063588.375000 Penalty: 978.738403
	Iteration 23Q: 3 clusters Score -2063588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -2063616.375000 Penalty: 978.738403
	Iteration 24Q: 3 clusters Score -2063616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -2063639.375000 Penalty: 978.738403
	Iteration 25Q: 3 clusters Score -2063639 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -2063655.500000 Penalty: 978.738403
	Iteration 26Q: 3 clusters Score -2063656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -2063665.625000 Penalty: 978.738403
	Iteration 27Q: 3 clusters Score -2063666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -2063673.000000 Penalty: 978.738403
	Iteration 28Q: 3 clusters Score -2063673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -2063676.375000 Penalty: 978.738403
	Iteration 29Q: 3 clusters Score -2063676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -2063694.875000 Penalty: 978.738403
	Iteration 30Q: 3 clusters Score -2063695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -2063699.375000 Penalty: 978.738403
	Iteration 31Q: 3 clusters Score -2063699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -2063714.250000 Penalty: 978.738403
	Iteration 32Q: 3 clusters Score -2063714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -2063733.250000 Penalty: 978.738403
	Iteration 33Q: 3 clusters Score -2063733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -2063750.500000 Penalty: 978.738403
	Iteration 34Q: 3 clusters Score -2063750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -2063759.625000 Penalty: 978.738403
	Iteration 35Q: 3 clusters Score -2063760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -2063771.625000 Penalty: 978.738403
	Iteration 36Q: 3 clusters Score -2063772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -2063779.250000 Penalty: 978.738403
	Iteration 37Q: 3 clusters Score -2063779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -2063790.625000 Penalty: 978.738403
	Iteration 38Q: 3 clusters Score -2063791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -2063795.250000 Penalty: 978.738403
	Iteration 39Q: 3 clusters Score -2063795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -2063798.000000 Penalty: 978.738403
	Iteration 40F: 3 clusters Score -2063798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -2063798.500000 Penalty: 978.738403
	Iteration 41Q: 3 clusters Score -2063798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -2063803.375000 Penalty: 978.738403
	Iteration 42Q: 3 clusters Score -2063803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -2063807.000000 Penalty: 978.738403
	Iteration 43Q: 3 clusters Score -2063807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -2063808.250000 Penalty: 978.738403
	Iteration 44Q: 3 clusters Score -2063808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -2063810.875000 Penalty: 978.738403
	Iteration 45Q: 3 clusters Score -2063811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -2063814.250000 Penalty: 978.738403
	Iteration 46Q: 3 clusters Score -2063814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -2063825.125000 Penalty: 978.738403
	Iteration 47Q: 3 clusters Score -2063825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -2063824.875000 Penalty: 978.738403
	Iteration 48Q: 3 clusters Score -2063825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -2063824.250000 Penalty: 978.738403
	Iteration 49Q: 3 clusters Score -2063824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -2063825.000000 Penalty: 978.738403
	Iteration 50Q: 3 clusters Score -2063825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -2063827.875000 Penalty: 978.738403
	Iteration 51Q: 3 clusters Score -2063828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -2063828.750000 Penalty: 978.738403
	Iteration 52Q: 3 clusters Score -2063829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -2063827.875000 Penalty: 978.738403
	Iteration 53Q: 3 clusters Score -2063828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -2063830.625000 Penalty: 978.738403
	Iteration 54Q: 3 clusters Score -2063831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -2063832.000000 Penalty: 978.738403
	Iteration 55Q: 3 clusters Score -2063832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -2063829.500000 Penalty: 978.738403
	Iteration 56Q: 3 clusters Score -2063830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -2063833.125000 Penalty: 978.738403
	Iteration 57Q: 3 clusters Score -2063833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -2063837.000000 Penalty: 978.738403
	Iteration 58Q: 3 clusters Score -2063837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -2063838.750000 Penalty: 978.738403
	Iteration 59Q: 3 clusters Score -2063839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -2063843.250000 Penalty: 978.738403
	Iteration 60F: 3 clusters Score -2063843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -2063844.750000 Penalty: 978.738403
	Iteration 61Q: 3 clusters Score -2063845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -2063844.500000 Penalty: 978.738403
	Iteration 62Q: 3 clusters Score -2063844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -2063844.750000 Penalty: 978.738403
	Iteration 63Q: 3 clusters Score -2063845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -2063851.125000 Penalty: 978.738403
	Iteration 64Q: 3 clusters Score -2063851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -2063851.375000 Penalty: 978.738403
	Iteration 65Q: 3 clusters Score -2063851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -2063860.625000 Penalty: 978.738403
	Iteration 66Q: 3 clusters Score -2063861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -2063865.125000 Penalty: 978.738403
	Iteration 67Q: 3 clusters Score -2063865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -2063867.125000 Penalty: 978.738403
	Iteration 68Q: 3 clusters Score -2063867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -2063870.750000 Penalty: 978.738403
	Iteration 69Q: 3 clusters Score -2063871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -2063873.750000 Penalty: 978.738403
	Iteration 70Q: 3 clusters Score -2063874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -2063876.000000 Penalty: 978.738403
	Iteration 71Q: 3 clusters Score -2063876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -2063886.125000 Penalty: 978.738403
	Iteration 72Q: 3 clusters Score -2063886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -2063889.250000 Penalty: 978.738403
	Iteration 73Q: 3 clusters Score -2063889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -2063888.750000 Penalty: 978.738403
	Iteration 74Q: 3 clusters Score -2063889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -2063888.750000 Penalty: 978.738403
	Iteration 75Q: 3 clusters Score -2063889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -2063890.750000 Penalty: 978.738403
	Iteration 76Q: 3 clusters Score -2063891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -2063890.875000 Penalty: 978.738403
	Iteration 77Q: 3 clusters Score -2063891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -2063894.625000 Penalty: 978.738403
	Iteration 78Q: 3 clusters Score -2063895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -2063900.125000 Penalty: 978.738403
	Iteration 79Q: 3 clusters Score -2063900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -2063901.375000 Penalty: 978.738403
	Iteration 80F: 3 clusters Score -2063901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -2063903.500000 Penalty: 978.738403
	Iteration 81Q: 3 clusters Score -2063904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -2063902.250000 Penalty: 978.738403
	Iteration 82Q: 3 clusters Score -2063902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -2063902.250000 Penalty: 978.738403
	Iteration 83F: 3 clusters Score -2063902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -26838.248047 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -26838.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26259.445312 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -26259.45 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26396.171875 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -26396.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26424.667969 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -26424.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26444.921875 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -26444.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26455.187500 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -26455.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26463.578125 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -26463.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26470.183594 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -26470.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26475.449219 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -26475.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26484.396484 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -26484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26492.712891 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -26492.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26495.330078 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -26495.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26495.900391 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -26495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26496.138672 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -26496.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26496.593750 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -26496.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26496.593750 Penalty: 580.745239
	Iteration 14F: 3 clusters Score -26496.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Entering Unmasked Estep 
Score: -4912929.000000 Penalty: 525.970459
	Iteration 0F: 2 clusters Score -4912929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -4842884.000000 Penalty: 1051.940918
	Iteration 0F: 3 clusters Score -4842884 nChanged 51248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -4875865.500000 Penalty: 1051.940918
	Iteration 1F: 3 clusters Score -4875866 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -4879197.000000 Penalty: 1051.940918
	Iteration 2F: 3 clusters Score -4879197 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -4884639.500000 Penalty: 1051.940918
	Iteration 3F: 3 clusters Score -4884640 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -4892423.500000 Penalty: 1051.940918
	Iteration 4F: 3 clusters Score -4892424 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -4900740.500000 Penalty: 1051.940918
	Iteration 5F: 3 clusters Score -4900740 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -4906939.000000 Penalty: 1051.940918
	Iteration 6F: 3 clusters Score -4906939 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -4910465.500000 Penalty: 1051.940918
	Iteration 7Q: 3 clusters Score -4910466 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -4912081.000000 Penalty: 1051.940918
	Iteration 8Q: 3 clusters Score -4912081 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 103879 members 
Entering Unmasked Estep 
Score: -4912499.000000 Penalty: 1051.940918
	Iteration 9Q: 3 clusters Score -4912499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -4912593.000000 Penalty: 1051.940918
	Iteration 10Q: 3 clusters Score -4912593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -4912632.500000 Penalty: 1051.940918
	Iteration 11Q: 3 clusters Score -4912632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 103876 members 
Entering Unmasked Estep 
Score: -4912648.000000 Penalty: 1051.940918
	Iteration 12Q: 3 clusters Score -4912648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -4912654.000000 Penalty: 1051.940918
	Iteration 13Q: 3 clusters Score -4912654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 103902 members 
Entering Unmasked Estep 
Score: -4912664.000000 Penalty: 1051.940918
	Iteration 14Q: 3 clusters Score -4912664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -4912669.000000 Penalty: 1051.940918
	Iteration 15Q: 3 clusters Score -4912669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -4912678.500000 Penalty: 1051.940918
	Iteration 16Q: 3 clusters Score -4912678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 103943 members 
Entering Unmasked Estep 
Score: -4912680.500000 Penalty: 1051.940918
	Iteration 17Q: 3 clusters Score -4912680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -4912676.500000 Penalty: 1051.940918
	Iteration 18Q: 3 clusters Score -4912676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 103973 members 
Entering Unmasked Estep 
Score: -4912681.500000 Penalty: 1051.940918
	Iteration 19Q: 3 clusters Score -4912682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -4912691.500000 Penalty: 1051.940918
	Iteration 20F: 3 clusters Score -4912692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -4912689.500000 Penalty: 1051.940918
	Iteration 21Q: 3 clusters Score -4912690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -4912690.000000 Penalty: 1051.940918
	Iteration 22Q: 3 clusters Score -4912690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -4912687.000000 Penalty: 1051.940918
	Iteration 23Q: 3 clusters Score -4912687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -4912693.000000 Penalty: 1051.940918
	Iteration 24Q: 3 clusters Score -4912693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -4912693.500000 Penalty: 1051.940918
	Iteration 25Q: 3 clusters Score -4912694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -4912692.000000 Penalty: 1051.940918
	Iteration 26Q: 3 clusters Score -4912692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -4912693.000000 Penalty: 1051.940918
	Iteration 27Q: 3 clusters Score -4912693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -4912693.000000 Penalty: 1051.940918
	Iteration 28Q: 3 clusters Score -4912693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -4912694.000000 Penalty: 1051.940918
	Iteration 29Q: 3 clusters Score -4912694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -4912694.000000 Penalty: 1051.940918
	Iteration 30F: 3 clusters Score -4912694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -32839.980469 Penalty: 304.715057
	Iteration 0F: 2 clusters Score -32839.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32153.505859 Penalty: 609.430115
	Iteration 0F: 3 clusters Score -32153.51 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32396.628906 Penalty: 609.430115
	Iteration 1F: 3 clusters Score -32396.63 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -32474.812500 Penalty: 609.430115
	Iteration 2F: 3 clusters Score -32474.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -32520.558594 Penalty: 609.430115
	Iteration 3F: 3 clusters Score -32520.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -32547.455078 Penalty: 609.430115
	Iteration 4Q: 3 clusters Score -32547.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -32571.658203 Penalty: 609.430115
	Iteration 5Q: 3 clusters Score -32571.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -32596.144531 Penalty: 609.430115
	Iteration 6Q: 3 clusters Score -32596.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -32620.541016 Penalty: 609.430115
	Iteration 7Q: 3 clusters Score -32620.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -32633.027344 Penalty: 609.430115
	Iteration 8Q: 3 clusters Score -32633.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -32641.994141 Penalty: 609.430115
	Iteration 9Q: 3 clusters Score -32641.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -32644.939453 Penalty: 609.430115
	Iteration 10Q: 3 clusters Score -32644.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -32646.748047 Penalty: 609.430115
	Iteration 11Q: 3 clusters Score -32646.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -32649.435547 Penalty: 609.430115
	Iteration 12Q: 3 clusters Score -32649.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -32651.734375 Penalty: 609.430115
	Iteration 13Q: 3 clusters Score -32651.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -32653.796875 Penalty: 609.430115
	Iteration 14Q: 3 clusters Score -32653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -32655.363281 Penalty: 609.430115
	Iteration 15Q: 3 clusters Score -32655.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -32660.869141 Penalty: 609.430115
	Iteration 16Q: 3 clusters Score -32660.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -32665.207031 Penalty: 609.430115
	Iteration 17Q: 3 clusters Score -32665.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -32669.365234 Penalty: 609.430115
	Iteration 18Q: 3 clusters Score -32669.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -32669.689453 Penalty: 609.430115
	Iteration 19Q: 3 clusters Score -32669.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -32669.689453 Penalty: 609.430115
	Iteration 20F: 3 clusters Score -32669.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -21493.134766 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -21493.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20985.347656 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -20985.35 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21337.759766 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -21337.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21674.421875 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -21674.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21893.958984 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -21893.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21980.886719 Penalty: 575.189941
	Iteration 4F: 3 clusters Score -21980.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21997.945312 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -21997.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22000.871094 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -22000.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22000.871094 Penalty: 575.189941
	Iteration 7F: 3 clusters Score -22000.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 7 contains 198 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 16 contains 46881 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 104798 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 211 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 156514 members 
Entering Unmasked Estep 
Score: -23212148.000000 Penalty: 10779.927734
Splitting cluster 21 changes total score from -23209798.000000 to -23212148.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 22 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -19574.539062 Penalty: 277.257416
	Iteration 0F: 2 clusters Score -19574.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19123.593750 Penalty: 554.514832
	Iteration 0F: 3 clusters Score -19123.59 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19230.455078 Penalty: 554.514832
	Iteration 1F: 3 clusters Score -19230.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19274.675781 Penalty: 554.514832
	Iteration 2F: 3 clusters Score -19274.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19288.580078 Penalty: 554.514832
	Iteration 3Q: 3 clusters Score -19288.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19292.427734 Penalty: 554.514832
	Iteration 4Q: 3 clusters Score -19292.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19296.044922 Penalty: 554.514832
	Iteration 5Q: 3 clusters Score -19296.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19302.841797 Penalty: 554.514832
	Iteration 6Q: 3 clusters Score -19302.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19309.234375 Penalty: 554.514832
	Iteration 7Q: 3 clusters Score -19309.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19315.822266 Penalty: 554.514832
	Iteration 8Q: 3 clusters Score -19315.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19324.410156 Penalty: 554.514832
	Iteration 9Q: 3 clusters Score -19324.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -19329.605469 Penalty: 554.514832
	Iteration 10Q: 3 clusters Score -19329.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19339.232422 Penalty: 554.514832
	Iteration 11Q: 3 clusters Score -19339.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19350.785156 Penalty: 554.514832
	Iteration 12Q: 3 clusters Score -19350.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19355.771484 Penalty: 554.514832
	Iteration 13Q: 3 clusters Score -19355.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19361.578125 Penalty: 554.514832
	Iteration 14Q: 3 clusters Score -19361.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19363.875000 Penalty: 554.514832
	Iteration 15Q: 3 clusters Score -19363.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19363.875000 Penalty: 554.514832
	Iteration 16F: 3 clusters Score -19363.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (156514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Entering Unmasked Estep 
Score: -7298086.000000 Penalty: 544.220947
	Iteration 0F: 2 clusters Score -7298086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -7195189.000000 Penalty: 1088.441895
	Iteration 0F: 3 clusters Score -7195189 nChanged 77016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -7246056.500000 Penalty: 1088.441895
	Iteration 1F: 3 clusters Score -7246056 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -7249837.000000 Penalty: 1088.441895
	Iteration 2F: 3 clusters Score -7249837 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -7254940.000000 Penalty: 1088.441895
	Iteration 3F: 3 clusters Score -7254940 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -7261775.500000 Penalty: 1088.441895
	Iteration 4F: 3 clusters Score -7261776 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -7269557.500000 Penalty: 1088.441895
	Iteration 5F: 3 clusters Score -7269558 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -7276787.000000 Penalty: 1088.441895
	Iteration 6F: 3 clusters Score -7276787 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7283495.000000 Penalty: 1088.441895
	Iteration 7F: 3 clusters Score -7283495 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -7289048.000000 Penalty: 1088.441895
	Iteration 8Q: 3 clusters Score -7289048 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -7292805.500000 Penalty: 1088.441895
	Iteration 9Q: 3 clusters Score -7292806 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150544 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -7294870.000000 Penalty: 1088.441895
	Iteration 10Q: 3 clusters Score -7294870 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7296006.000000 Penalty: 1088.441895
	Iteration 11Q: 3 clusters Score -7296006 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7296597.500000 Penalty: 1088.441895
	Iteration 12Q: 3 clusters Score -7296598 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7296981.500000 Penalty: 1088.441895
	Iteration 13Q: 3 clusters Score -7296982 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7297246.000000 Penalty: 1088.441895
	Iteration 14Q: 3 clusters Score -7297246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7297427.000000 Penalty: 1088.441895
	Iteration 15Q: 3 clusters Score -7297427 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155260 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7297543.500000 Penalty: 1088.441895
	Iteration 16Q: 3 clusters Score -7297544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7297655.500000 Penalty: 1088.441895
	Iteration 17Q: 3 clusters Score -7297656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7297705.000000 Penalty: 1088.441895
	Iteration 18Q: 3 clusters Score -7297705 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7297768.500000 Penalty: 1088.441895
	Iteration 19Q: 3 clusters Score -7297768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7297792.500000 Penalty: 1088.441895
	Iteration 20F: 3 clusters Score -7297792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7297819.000000 Penalty: 1088.441895
	Iteration 21Q: 3 clusters Score -7297819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7297817.500000 Penalty: 1088.441895
	Iteration 22Q: 3 clusters Score -7297818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155825 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7297825.000000 Penalty: 1088.441895
	Iteration 23Q: 3 clusters Score -7297825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7297825.500000 Penalty: 1088.441895
	Iteration 24Q: 3 clusters Score -7297826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7297830.500000 Penalty: 1088.441895
	Iteration 25Q: 3 clusters Score -7297830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7297821.000000 Penalty: 1088.441895
	Iteration 26Q: 3 clusters Score -7297821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7297822.500000 Penalty: 1088.441895
	Iteration 27Q: 3 clusters Score -7297822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7297821.000000 Penalty: 1088.441895
	Iteration 28Q: 3 clusters Score -7297821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7297829.000000 Penalty: 1088.441895
	Iteration 29Q: 3 clusters Score -7297829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7297827.500000 Penalty: 1088.441895
	Iteration 30Q: 3 clusters Score -7297828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7297825.000000 Penalty: 1088.441895
	Iteration 31Q: 3 clusters Score -7297825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155862 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7297835.500000 Penalty: 1088.441895
	Iteration 32Q: 3 clusters Score -7297836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7297833.500000 Penalty: 1088.441895
	Iteration 33Q: 3 clusters Score -7297834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7297841.500000 Penalty: 1088.441895
	Iteration 34Q: 3 clusters Score -7297842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7297856.000000 Penalty: 1088.441895
	Iteration 35Q: 3 clusters Score -7297856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7297867.500000 Penalty: 1088.441895
	Iteration 36Q: 3 clusters Score -7297868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7297875.500000 Penalty: 1088.441895
	Iteration 37Q: 3 clusters Score -7297876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7297874.500000 Penalty: 1088.441895
	Iteration 38Q: 3 clusters Score -7297874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7297874.500000 Penalty: 1088.441895
	Iteration 39Q: 3 clusters Score -7297874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155888 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7297884.500000 Penalty: 1088.441895
	Iteration 40F: 3 clusters Score -7297884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155892 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7297895.500000 Penalty: 1088.441895
	Iteration 41Q: 3 clusters Score -7297896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7297895.500000 Penalty: 1088.441895
	Iteration 42Q: 3 clusters Score -7297896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155904 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7297904.500000 Penalty: 1088.441895
	Iteration 43Q: 3 clusters Score -7297904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155907 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7297894.000000 Penalty: 1088.441895
	Iteration 44Q: 3 clusters Score -7297894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7297909.500000 Penalty: 1088.441895
	Iteration 45Q: 3 clusters Score -7297910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7297909.500000 Penalty: 1088.441895
	Iteration 46Q: 3 clusters Score -7297910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7297909.000000 Penalty: 1088.441895
	Iteration 47Q: 3 clusters Score -7297909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155911 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7297914.500000 Penalty: 1088.441895
	Iteration 48Q: 3 clusters Score -7297914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7297914.000000 Penalty: 1088.441895
	Iteration 49Q: 3 clusters Score -7297914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7297917.500000 Penalty: 1088.441895
	Iteration 50Q: 3 clusters Score -7297918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7297916.000000 Penalty: 1088.441895
	Iteration 51Q: 3 clusters Score -7297916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7297915.500000 Penalty: 1088.441895
	Iteration 52Q: 3 clusters Score -7297916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7297918.500000 Penalty: 1088.441895
	Iteration 53Q: 3 clusters Score -7297918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7297920.000000 Penalty: 1088.441895
	Iteration 54Q: 3 clusters Score -7297920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155928 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7297922.500000 Penalty: 1088.441895
	Iteration 55Q: 3 clusters Score -7297922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7297925.000000 Penalty: 1088.441895
	Iteration 56Q: 3 clusters Score -7297925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7297931.000000 Penalty: 1088.441895
	Iteration 57Q: 3 clusters Score -7297931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7297936.000000 Penalty: 1088.441895
	Iteration 58Q: 3 clusters Score -7297936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7297936.500000 Penalty: 1088.441895
	Iteration 59Q: 3 clusters Score -7297936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155919 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7297937.000000 Penalty: 1088.441895
	Iteration 60F: 3 clusters Score -7297937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 178572 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 13870 members 
Mstep: Class 16 contains 46881 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 104798 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 211 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 156514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23212744.000000 Penalty: 10779.927734
Iteration 39Q: 19 clusters Score -2.321274e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 177304 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 14056 members 
Mstep: Class 16 contains 46919 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 19 contains 104577 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 204 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 24 contains 157547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23215234.000000 Penalty: 10779.927734
Iteration 40F: 19 clusters Score -2.321523e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 175708 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 341 members 
Mstep: Class 11 contains 521 members 
Mstep: Class 12 contains 15163 members 
Mstep: Class 16 contains 46966 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 104404 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 157970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23216590.000000 Penalty: 10779.927734
Iteration 41Q: 19 clusters Score -2.321659e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7522 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2434 members 
Mstep: Class 6 contains 173942 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 16306 members 
Mstep: Class 16 contains 47035 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 19 contains 104316 members 
Mstep: Class 20 contains 819 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 448 members 
Mstep: Class 24 contains 158447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23217494.000000 Penalty: 10779.927734
Iteration 42Q: 19 clusters Score -2.321749e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7633 members 
Mstep: Class 3 contains 2287 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 172056 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 17518 members 
Mstep: Class 16 contains 47111 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 19 contains 104304 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 450 members 
Mstep: Class 24 contains 158948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23218712.000000 Penalty: 10779.927734
Iteration 43Q: 19 clusters Score -2.321871e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7702 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 170376 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 18709 members 
Mstep: Class 16 contains 47153 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 19 contains 104268 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 24 contains 159363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23219600.000000 Penalty: 10779.927734
Iteration 44Q: 19 clusters Score -2.32196e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7753 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 168841 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 19877 members 
Mstep: Class 16 contains 47212 members 
Mstep: Class 17 contains 594 members 
Mstep: Class 19 contains 104261 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 451 members 
Mstep: Class 24 contains 159638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220148.000000 Penalty: 10779.927734
Iteration 45Q: 19 clusters Score -2.322015e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7783 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 2449 members 
Mstep: Class 6 contains 167436 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 21045 members 
Mstep: Class 16 contains 47286 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 19 contains 104277 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 449 members 
Mstep: Class 24 contains 159758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23220916.000000 Penalty: 10779.927734
Iteration 46Q: 19 clusters Score -2.322092e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7791 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 166256 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 22180 members 
Mstep: Class 16 contains 47347 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 19 contains 104306 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 24 contains 159710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23221696.000000 Penalty: 10779.927734
Iteration 47Q: 19 clusters Score -2.32217e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 165227 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 23262 members 
Mstep: Class 16 contains 47399 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 104326 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 24 contains 159584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222296.000000 Penalty: 10779.927734
Iteration 48Q: 19 clusters Score -2.32223e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 164364 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 24309 members 
Mstep: Class 16 contains 47448 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 19 contains 104367 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 159302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23222888.000000 Penalty: 10779.927734
Iteration 49Q: 19 clusters Score -2.322289e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 163544 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 25328 members 
Mstep: Class 16 contains 47511 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 19 contains 104395 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 159011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223400.000000 Penalty: 10779.927734
Iteration 50Q: 19 clusters Score -2.32234e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 162880 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 26332 members 
Mstep: Class 16 contains 47582 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 19 contains 104404 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 158593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23223746.000000 Penalty: 10779.927734
Iteration 51Q: 19 clusters Score -2.322375e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7804 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 162419 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 16 contains 47648 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 104394 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 158169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23224066.000000 Penalty: 10779.927734
Iteration 52Q: 19 clusters Score -2.322407e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7804 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 162121 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 27940 members 
Mstep: Class 16 contains 47679 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 104365 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 157706 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 19 clusters Score -2.322435e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7800 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2439 members 
Mstep: Class 6 contains 161835 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 28666 members 
Mstep: Class 16 contains 47741 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104324 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 157261 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -2.322467e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7795 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 161630 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 29333 members 
Mstep: Class 16 contains 47799 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104270 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 156807 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -2.322496e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7798 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 161499 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 29922 members 
Mstep: Class 16 contains 47888 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104218 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 156317 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -2.322525e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7805 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 161419 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 30496 members 
Mstep: Class 16 contains 47998 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104143 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 155781 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -2.322548e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7805 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 161336 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 31048 members 
Mstep: Class 16 contains 48130 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104092 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 155231 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -2.322566e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7804 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 161262 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 31554 members 
Mstep: Class 16 contains 48259 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 104047 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 154714 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -2.322575e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 161265 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 32022 members 
Mstep: Class 16 contains 48377 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 103994 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 154176 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -2.32259e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7804 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 161244 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 32541 members 
Mstep: Class 16 contains 48504 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 103933 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 153605 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -2.322624e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 161267 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 33054 members 
Mstep: Class 16 contains 48616 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 103863 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 153027 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -2.322648e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 161318 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 33553 members 
Mstep: Class 16 contains 48732 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 103759 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 152458 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -2.322668e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7797 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 161377 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 34020 members 
Mstep: Class 16 contains 48853 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 103654 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 151915 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -2.322677e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7791 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 161451 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 34482 members 
Mstep: Class 16 contains 48988 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 103560 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 151338 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -2.32269e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 161506 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 34893 members 
Mstep: Class 16 contains 49137 members 
Mstep: Class 17 contains 583 members 
Mstep: Class 19 contains 103450 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 150835 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -2.322694e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7795 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 161526 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 35256 members 
Mstep: Class 16 contains 49295 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 19 contains 103360 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 24 contains 150375 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -2.322695e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 161502 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 35566 members 
Mstep: Class 16 contains 49453 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 19 contains 103270 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 150027 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -2.322696e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7790 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 161497 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 35807 members 
Mstep: Class 16 contains 49583 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 103180 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149749 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -2.322705e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7790 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 161494 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 36019 members 
Mstep: Class 16 contains 49712 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 103078 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149512 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -2.322718e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 161451 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 36210 members 
Mstep: Class 16 contains 49824 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 102962 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149366 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -2.322718e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7788 members 
Mstep: Class 3 contains 2261 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 161405 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 16 contains 49918 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 19 contains 102834 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149256 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -2.32272e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7783 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 161361 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 36576 members 
Mstep: Class 16 contains 50000 members 
Mstep: Class 17 contains 589 members 
Mstep: Class 19 contains 102717 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149148 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -2.322726e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7784 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 161271 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 36762 members 
Mstep: Class 16 contains 50094 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 102625 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 149043 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -2.322729e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 161193 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 36945 members 
Mstep: Class 16 contains 50176 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 102529 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148943 members 
Entering Unmasked Estep 
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Iteration 75Q: 19 clusters Score -2.322732e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 161133 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 37123 members 
Mstep: Class 16 contains 50253 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 102441 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148827 members 
Entering Unmasked Estep 
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Iteration 76Q: 19 clusters Score -2.32273e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7791 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 161118 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 37282 members 
Mstep: Class 16 contains 50321 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 102367 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 148684 members 
Entering Unmasked Estep 
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Iteration 77Q: 19 clusters Score -2.322735e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7795 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 161091 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37440 members 
Mstep: Class 16 contains 50381 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 19 contains 102280 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 148570 members 
Entering Unmasked Estep 
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Iteration 78Q: 19 clusters Score -2.322738e+07 nChanged 634
Entering ConstructFrom: 
Score: -23227376.000000 Penalty: 10779.927734
Entering ConstructFrom: 
Trying to split cluster 1 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -150926.421875 Penalty: 372.547424
	Iteration 0F: 2 clusters Score -150926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -148522.765625 Penalty: 745.094849
	Iteration 0F: 3 clusters Score -148522.8 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -149749.156250 Penalty: 745.094849
	Iteration 1F: 3 clusters Score -149749.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -150168.296875 Penalty: 745.094849
	Iteration 2F: 3 clusters Score -150168.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -150526.796875 Penalty: 745.094849
	Iteration 3F: 3 clusters Score -150526.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -150750.828125 Penalty: 745.094849
	Iteration 4F: 3 clusters Score -150750.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -150903.562500 Penalty: 745.094849
	Iteration 5F: 3 clusters Score -150903.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -150965.562500 Penalty: 745.094849
	Iteration 6Q: 3 clusters Score -150965.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -150995.203125 Penalty: 745.094849
	Iteration 7Q: 3 clusters Score -150995.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -151004.843750 Penalty: 745.094849
	Iteration 8Q: 3 clusters Score -151004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -151012.703125 Penalty: 745.094849
	Iteration 9Q: 3 clusters Score -151012.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -151020.546875 Penalty: 745.094849
	Iteration 10Q: 3 clusters Score -151020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -151024.156250 Penalty: 745.094849
	Iteration 11Q: 3 clusters Score -151024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -151027.171875 Penalty: 745.094849
	Iteration 12Q: 3 clusters Score -151027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -151028.906250 Penalty: 745.094849
	Iteration 13Q: 3 clusters Score -151028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -151030.093750 Penalty: 745.094849
	Iteration 14Q: 3 clusters Score -151030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -151030.750000 Penalty: 745.094849
	Iteration 15Q: 3 clusters Score -151030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -151030.968750 Penalty: 745.094849
	Iteration 16Q: 3 clusters Score -151031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -151030.968750 Penalty: 745.094849
	Iteration 17F: 3 clusters Score -151031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 161049 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23227262.000000 Penalty: 11378.812500
Splitting cluster 1 changes total score from -23227376.000000 to -23227262.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -341058.937500 Penalty: 407.771332
	Iteration 0F: 2 clusters Score -341058.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -335808.968750 Penalty: 815.542664
	Iteration 0F: 3 clusters Score -335809 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -337802.093750 Penalty: 815.542664
	Iteration 1F: 3 clusters Score -337802.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -337943.531250 Penalty: 815.542664
	Iteration 2F: 3 clusters Score -337943.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -338062.125000 Penalty: 815.542664
	Iteration 3Q: 3 clusters Score -338062.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -338194.093750 Penalty: 815.542664
	Iteration 4Q: 3 clusters Score -338194.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -338351.343750 Penalty: 815.542664
	Iteration 5Q: 3 clusters Score -338351.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -338566.875000 Penalty: 815.542664
	Iteration 6Q: 3 clusters Score -338566.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -338820.437500 Penalty: 815.542664
	Iteration 7Q: 3 clusters Score -338820.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -339109.968750 Penalty: 815.542664
	Iteration 8Q: 3 clusters Score -339110 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -339404.843750 Penalty: 815.542664
	Iteration 9Q: 3 clusters Score -339404.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -339647.156250 Penalty: 815.542664
	Iteration 10Q: 3 clusters Score -339647.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -339834.875000 Penalty: 815.542664
	Iteration 11Q: 3 clusters Score -339834.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -339954.187500 Penalty: 815.542664
	Iteration 12Q: 3 clusters Score -339954.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -340053.093750 Penalty: 815.542664
	Iteration 13Q: 3 clusters Score -340053.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -340152.593750 Penalty: 815.542664
	Iteration 14Q: 3 clusters Score -340152.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -340248.406250 Penalty: 815.542664
	Iteration 15Q: 3 clusters Score -340248.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -340337.093750 Penalty: 815.542664
	Iteration 16Q: 3 clusters Score -340337.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -340413.312500 Penalty: 815.542664
	Iteration 17Q: 3 clusters Score -340413.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -340476.906250 Penalty: 815.542664
	Iteration 18Q: 3 clusters Score -340476.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -340538.125000 Penalty: 815.542664
	Iteration 19Q: 3 clusters Score -340538.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -340574.187500 Penalty: 815.542664
	Iteration 20F: 3 clusters Score -340574.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -340603.250000 Penalty: 815.542664
	Iteration 21Q: 3 clusters Score -340603.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -340623.843750 Penalty: 815.542664
	Iteration 22Q: 3 clusters Score -340623.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -340653.281250 Penalty: 815.542664
	Iteration 23Q: 3 clusters Score -340653.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -340683.656250 Penalty: 815.542664
	Iteration 24Q: 3 clusters Score -340683.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -340704.968750 Penalty: 815.542664
	Iteration 25Q: 3 clusters Score -340705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -340722.875000 Penalty: 815.542664
	Iteration 26Q: 3 clusters Score -340722.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -340737.875000 Penalty: 815.542664
	Iteration 27Q: 3 clusters Score -340737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -340747.781250 Penalty: 815.542664
	Iteration 28Q: 3 clusters Score -340747.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -340755.375000 Penalty: 815.542664
	Iteration 29Q: 3 clusters Score -340755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -340761.562500 Penalty: 815.542664
	Iteration 30Q: 3 clusters Score -340761.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -340767.312500 Penalty: 815.542664
	Iteration 31Q: 3 clusters Score -340767.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -340777.906250 Penalty: 815.542664
	Iteration 32Q: 3 clusters Score -340777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -340783.875000 Penalty: 815.542664
	Iteration 33Q: 3 clusters Score -340783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -340792.000000 Penalty: 815.542664
	Iteration 34Q: 3 clusters Score -340792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -340797.406250 Penalty: 815.542664
	Iteration 35Q: 3 clusters Score -340797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -340803.343750 Penalty: 815.542664
	Iteration 36Q: 3 clusters Score -340803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -340807.562500 Penalty: 815.542664
	Iteration 37Q: 3 clusters Score -340807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -340812.031250 Penalty: 815.542664
	Iteration 38Q: 3 clusters Score -340812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -340814.906250 Penalty: 815.542664
	Iteration 39Q: 3 clusters Score -340814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -340816.437500 Penalty: 815.542664
	Iteration 40F: 3 clusters Score -340816.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -340820.250000 Penalty: 815.542664
	Iteration 41Q: 3 clusters Score -340820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -340822.531250 Penalty: 815.542664
	Iteration 42Q: 3 clusters Score -340822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -340824.031250 Penalty: 815.542664
	Iteration 43Q: 3 clusters Score -340824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -340824.406250 Penalty: 815.542664
	Iteration 44Q: 3 clusters Score -340824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -340824.406250 Penalty: 815.542664
	Iteration 45F: 3 clusters Score -340824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -107425.453125 Penalty: 351.361694
	Iteration 0F: 2 clusters Score -107425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -105849.195312 Penalty: 702.723389
	Iteration 0F: 3 clusters Score -105849.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -106363.609375 Penalty: 702.723389
	Iteration 1F: 3 clusters Score -106363.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -106448.929688 Penalty: 702.723389
	Iteration 2F: 3 clusters Score -106448.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -106514.875000 Penalty: 702.723389
	Iteration 3F: 3 clusters Score -106514.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -106575.882812 Penalty: 702.723389
	Iteration 4Q: 3 clusters Score -106575.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -106644.617188 Penalty: 702.723389
	Iteration 5F: 3 clusters Score -106644.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -106739.187500 Penalty: 702.723389
	Iteration 6F: 3 clusters Score -106739.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -106868.476562 Penalty: 702.723389
	Iteration 7F: 3 clusters Score -106868.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -107002.906250 Penalty: 702.723389
	Iteration 8F: 3 clusters Score -107002.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -107089.234375 Penalty: 702.723389
	Iteration 9Q: 3 clusters Score -107089.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -107120.523438 Penalty: 702.723389
	Iteration 10Q: 3 clusters Score -107120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -107134.093750 Penalty: 702.723389
	Iteration 11Q: 3 clusters Score -107134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -107143.921875 Penalty: 702.723389
	Iteration 12Q: 3 clusters Score -107143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -107149.742188 Penalty: 702.723389
	Iteration 13Q: 3 clusters Score -107149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -107154.031250 Penalty: 702.723389
	Iteration 14Q: 3 clusters Score -107154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -107155.390625 Penalty: 702.723389
	Iteration 15Q: 3 clusters Score -107155.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -107158.437500 Penalty: 702.723389
	Iteration 16Q: 3 clusters Score -107158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -107160.257812 Penalty: 702.723389
	Iteration 17Q: 3 clusters Score -107160.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -107162.593750 Penalty: 702.723389
	Iteration 18Q: 3 clusters Score -107162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -107165.468750 Penalty: 702.723389
	Iteration 19Q: 3 clusters Score -107165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -107167.460938 Penalty: 702.723389
	Iteration 20F: 3 clusters Score -107167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -107168.937500 Penalty: 702.723389
	Iteration 21Q: 3 clusters Score -107168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -107168.937500 Penalty: 702.723389
	Iteration 22F: 3 clusters Score -107168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -16789.130859 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -16789.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16378.949219 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -16378.95 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16570.636719 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -16570.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -16760.392578 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -16760.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16872.222656 Penalty: 546.578186
	Iteration 3F: 3 clusters Score -16872.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -16902.001953 Penalty: 546.578186
	Iteration 4F: 3 clusters Score -16902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16913.777344 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -16913.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -16921.546875 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -16921.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -16925.214844 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -16925.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -16925.214844 Penalty: 546.578186
	Iteration 8F: 3 clusters Score -16925.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 63 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 161049 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 343 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23227192.000000 Penalty: 11378.812500
Splitting cluster 4 changes total score from -23227376.000000 to -23227192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -104085.375000 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -104085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -102428.968750 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -102429 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -103022.718750 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -103022.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -103104.492188 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -103104.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -103158.976562 Penalty: 708.613953
	Iteration 3Q: 3 clusters Score -103159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -103220.304688 Penalty: 708.613953
	Iteration 4Q: 3 clusters Score -103220.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -103287.812500 Penalty: 708.613953
	Iteration 5Q: 3 clusters Score -103287.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -103341.742188 Penalty: 708.613953
	Iteration 6Q: 3 clusters Score -103341.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -103388.257812 Penalty: 708.613953
	Iteration 7Q: 3 clusters Score -103388.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -103441.476562 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -103441.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -103476.562500 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -103476.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -103506.851562 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -103506.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -103540.960938 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -103541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -103577.835938 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -103577.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -103611.515625 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -103611.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -103642.789062 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -103642.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -103664.687500 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -103664.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -103679.171875 Penalty: 708.613953
	Iteration 16Q: 3 clusters Score -103679.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -103696.179688 Penalty: 708.613953
	Iteration 17Q: 3 clusters Score -103696.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -103713.851562 Penalty: 708.613953
	Iteration 18Q: 3 clusters Score -103713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -103736.218750 Penalty: 708.613953
	Iteration 19Q: 3 clusters Score -103736.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -103763.203125 Penalty: 708.613953
	Iteration 20F: 3 clusters Score -103763.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -103788.632812 Penalty: 708.613953
	Iteration 21Q: 3 clusters Score -103788.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -103801.742188 Penalty: 708.613953
	Iteration 22Q: 3 clusters Score -103801.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -103810.414062 Penalty: 708.613953
	Iteration 23Q: 3 clusters Score -103810.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -103815.015625 Penalty: 708.613953
	Iteration 24Q: 3 clusters Score -103815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -103817.968750 Penalty: 708.613953
	Iteration 25Q: 3 clusters Score -103818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -103822.976562 Penalty: 708.613953
	Iteration 26Q: 3 clusters Score -103823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -103827.570312 Penalty: 708.613953
	Iteration 27Q: 3 clusters Score -103827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -103839.226562 Penalty: 708.613953
	Iteration 28Q: 3 clusters Score -103839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -103852.796875 Penalty: 708.613953
	Iteration 29Q: 3 clusters Score -103852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -103860.078125 Penalty: 708.613953
	Iteration 30Q: 3 clusters Score -103860.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -103867.046875 Penalty: 708.613953
	Iteration 31Q: 3 clusters Score -103867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -103872.382812 Penalty: 708.613953
	Iteration 32Q: 3 clusters Score -103872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -103876.890625 Penalty: 708.613953
	Iteration 33Q: 3 clusters Score -103876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -103877.882812 Penalty: 708.613953
	Iteration 34Q: 3 clusters Score -103877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -103879.296875 Penalty: 708.613953
	Iteration 35Q: 3 clusters Score -103879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -103880.375000 Penalty: 708.613953
	Iteration 36Q: 3 clusters Score -103880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -103881.015625 Penalty: 708.613953
	Iteration 37Q: 3 clusters Score -103881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -103881.179688 Penalty: 708.613953
	Iteration 38Q: 3 clusters Score -103881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -103881.585938 Penalty: 708.613953
	Iteration 39Q: 3 clusters Score -103881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -103882.000000 Penalty: 708.613953
	Iteration 40F: 3 clusters Score -103882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -103883.937500 Penalty: 708.613953
	Iteration 41Q: 3 clusters Score -103883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -103884.117188 Penalty: 708.613953
	Iteration 42Q: 3 clusters Score -103884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -103884.203125 Penalty: 708.613953
	Iteration 43Q: 3 clusters Score -103884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -103884.554688 Penalty: 708.613953
	Iteration 44Q: 3 clusters Score -103884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -103884.585938 Penalty: 708.613953
	Iteration 45Q: 3 clusters Score -103884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -103885.078125 Penalty: 708.613953
	Iteration 46Q: 3 clusters Score -103885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -103886.328125 Penalty: 708.613953
	Iteration 47Q: 3 clusters Score -103886.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -103887.656250 Penalty: 708.613953
	Iteration 48Q: 3 clusters Score -103887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -103888.179688 Penalty: 708.613953
	Iteration 49Q: 3 clusters Score -103888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -103888.429688 Penalty: 708.613953
	Iteration 50Q: 3 clusters Score -103888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -103888.429688 Penalty: 708.613953
	Iteration 51F: 3 clusters Score -103888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (161049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161049 members 
Entering Unmasked Estep 
Score: -7446531.000000 Penalty: 545.520630
	Iteration 0F: 2 clusters Score -7446531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -7340942.500000 Penalty: 1091.041260
	Iteration 0F: 3 clusters Score -7340942 nChanged 79186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -7391419.000000 Penalty: 1091.041260
	Iteration 1F: 3 clusters Score -7391419 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 95801 members 
Entering Unmasked Estep 
Score: -7394494.000000 Penalty: 1091.041260
	Iteration 2Q: 3 clusters Score -7394494 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -7399280.500000 Penalty: 1091.041260
	Iteration 3F: 3 clusters Score -7399280 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -7406823.000000 Penalty: 1091.041260
	Iteration 4F: 3 clusters Score -7406823 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 119643 members 
Entering Unmasked Estep 
Score: -7416534.500000 Penalty: 1091.041260
	Iteration 5F: 3 clusters Score -7416534 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -7426231.000000 Penalty: 1091.041260
	Iteration 6F: 3 clusters Score -7426231 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 133656 members 
Entering Unmasked Estep 
Score: -7433124.500000 Penalty: 1091.041260
	Iteration 7Q: 3 clusters Score -7433124 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 137499 members 
Entering Unmasked Estep 
Score: -7437044.500000 Penalty: 1091.041260
	Iteration 8Q: 3 clusters Score -7437044 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 140557 members 
Entering Unmasked Estep 
Score: -7439134.000000 Penalty: 1091.041260
	Iteration 9Q: 3 clusters Score -7439134 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -7440893.500000 Penalty: 1091.041260
	Iteration 10Q: 3 clusters Score -7440894 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 145966 members 
Entering Unmasked Estep 
Score: -7442379.500000 Penalty: 1091.041260
	Iteration 11Q: 3 clusters Score -7442380 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -7443736.000000 Penalty: 1091.041260
	Iteration 12Q: 3 clusters Score -7443736 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 150483 members 
Entering Unmasked Estep 
Score: -7444942.500000 Penalty: 1091.041260
	Iteration 13Q: 3 clusters Score -7444942 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 152306 members 
Entering Unmasked Estep 
Score: -7445856.500000 Penalty: 1091.041260
	Iteration 14Q: 3 clusters Score -7445856 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 153762 members 
Entering Unmasked Estep 
Score: -7446535.500000 Penalty: 1091.041260
	Iteration 15Q: 3 clusters Score -7446536 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -7447037.500000 Penalty: 1091.041260
	Iteration 16Q: 3 clusters Score -7447038 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 155653 members 
Entering Unmasked Estep 
Score: -7447320.500000 Penalty: 1091.041260
	Iteration 17Q: 3 clusters Score -7447320 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -7447499.000000 Penalty: 1091.041260
	Iteration 18Q: 3 clusters Score -7447499 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -7447579.500000 Penalty: 1091.041260
	Iteration 19Q: 3 clusters Score -7447580 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -7447603.000000 Penalty: 1091.041260
	Iteration 20F: 3 clusters Score -7447603 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 157462 members 
Entering Unmasked Estep 
Score: -7447598.500000 Penalty: 1091.041260
	Iteration 21Q: 3 clusters Score -7447598 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 157693 members 
Entering Unmasked Estep 
Score: -7447591.500000 Penalty: 1091.041260
	Iteration 22Q: 3 clusters Score -7447592 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -7447603.000000 Penalty: 1091.041260
	Iteration 23Q: 3 clusters Score -7447603 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -7447599.000000 Penalty: 1091.041260
	Iteration 24Q: 3 clusters Score -7447599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -7447618.500000 Penalty: 1091.041260
	Iteration 25Q: 3 clusters Score -7447618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 158222 members 
Entering Unmasked Estep 
Score: -7447623.500000 Penalty: 1091.041260
	Iteration 26Q: 3 clusters Score -7447624 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -7447618.000000 Penalty: 1091.041260
	Iteration 27Q: 3 clusters Score -7447618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 158399 members 
Entering Unmasked Estep 
Score: -7447606.000000 Penalty: 1091.041260
	Iteration 28Q: 3 clusters Score -7447606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -7447613.500000 Penalty: 1091.041260
	Iteration 29Q: 3 clusters Score -7447614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -7447595.000000 Penalty: 1091.041260
	Iteration 30Q: 3 clusters Score -7447595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -7447598.500000 Penalty: 1091.041260
	Iteration 31Q: 3 clusters Score -7447598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -7447598.500000 Penalty: 1091.041260
	Iteration 32Q: 3 clusters Score -7447598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -7447571.500000 Penalty: 1091.041260
	Iteration 33Q: 3 clusters Score -7447572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -7447580.000000 Penalty: 1091.041260
	Iteration 34Q: 3 clusters Score -7447580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 158675 members 
Entering Unmasked Estep 
Score: -7447565.000000 Penalty: 1091.041260
	Iteration 35Q: 3 clusters Score -7447565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -7447566.000000 Penalty: 1091.041260
	Iteration 36Q: 3 clusters Score -7447566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -7447556.500000 Penalty: 1091.041260
	Iteration 37Q: 3 clusters Score -7447556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -7447550.000000 Penalty: 1091.041260
	Iteration 38Q: 3 clusters Score -7447550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 158746 members 
Entering Unmasked Estep 
Score: -7447545.500000 Penalty: 1091.041260
	Iteration 39Q: 3 clusters Score -7447546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -7447543.000000 Penalty: 1091.041260
	Iteration 40F: 3 clusters Score -7447543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 158756 members 
Entering Unmasked Estep 
Score: -7447544.000000 Penalty: 1091.041260
	Iteration 41Q: 3 clusters Score -7447544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -7447549.500000 Penalty: 1091.041260
	Iteration 42Q: 3 clusters Score -7447550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -7447550.000000 Penalty: 1091.041260
	Iteration 43Q: 3 clusters Score -7447550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -7447550.000000 Penalty: 1091.041260
	Iteration 44Q: 3 clusters Score -7447550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -7447544.500000 Penalty: 1091.041260
	Iteration 45Q: 3 clusters Score -7447544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -7447566.500000 Penalty: 1091.041260
	Iteration 46Q: 3 clusters Score -7447566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -7447579.000000 Penalty: 1091.041260
	Iteration 47Q: 3 clusters Score -7447579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -7447570.500000 Penalty: 1091.041260
	Iteration 48Q: 3 clusters Score -7447570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -7447584.000000 Penalty: 1091.041260
	Iteration 49Q: 3 clusters Score -7447584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 158662 members 
Entering Unmasked Estep 
Score: -7447580.000000 Penalty: 1091.041260
	Iteration 50Q: 3 clusters Score -7447580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -7447596.500000 Penalty: 1091.041260
	Iteration 51Q: 3 clusters Score -7447596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -7447599.000000 Penalty: 1091.041260
	Iteration 52Q: 3 clusters Score -7447599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 158583 members 
Entering Unmasked Estep 
Score: -7447606.500000 Penalty: 1091.041260
	Iteration 53Q: 3 clusters Score -7447606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 158572 members 
Entering Unmasked Estep 
Score: -7447615.000000 Penalty: 1091.041260
	Iteration 54Q: 3 clusters Score -7447615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -7447627.000000 Penalty: 1091.041260
	Iteration 55Q: 3 clusters Score -7447627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -7447645.500000 Penalty: 1091.041260
	Iteration 56Q: 3 clusters Score -7447646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 158532 members 
Entering Unmasked Estep 
Score: -7447651.500000 Penalty: 1091.041260
	Iteration 57Q: 3 clusters Score -7447652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -7447644.500000 Penalty: 1091.041260
	Iteration 58Q: 3 clusters Score -7447644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 158520 members 
Entering Unmasked Estep 
Score: -7447653.000000 Penalty: 1091.041260
	Iteration 59Q: 3 clusters Score -7447653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -7447650.500000 Penalty: 1091.041260
	Iteration 60F: 3 clusters Score -7447650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -7447651.000000 Penalty: 1091.041260
	Iteration 61Q: 3 clusters Score -7447651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -7447632.500000 Penalty: 1091.041260
	Iteration 62Q: 3 clusters Score -7447632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -7447629.500000 Penalty: 1091.041260
	Iteration 63Q: 3 clusters Score -7447630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -7447632.000000 Penalty: 1091.041260
	Iteration 64Q: 3 clusters Score -7447632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -7447629.000000 Penalty: 1091.041260
	Iteration 65Q: 3 clusters Score -7447629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -7447634.500000 Penalty: 1091.041260
	Iteration 66Q: 3 clusters Score -7447634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -7447632.500000 Penalty: 1091.041260
	Iteration 67Q: 3 clusters Score -7447632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -7447624.500000 Penalty: 1091.041260
	Iteration 68Q: 3 clusters Score -7447624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -7447631.000000 Penalty: 1091.041260
	Iteration 69Q: 3 clusters Score -7447631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 158546 members 
Entering Unmasked Estep 
Score: -7447621.500000 Penalty: 1091.041260
	Iteration 70Q: 3 clusters Score -7447622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -7447622.500000 Penalty: 1091.041260
	Iteration 71Q: 3 clusters Score -7447622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 158540 members 
Entering Unmasked Estep 
Score: -7447623.000000 Penalty: 1091.041260
	Iteration 72Q: 3 clusters Score -7447623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -7447630.500000 Penalty: 1091.041260
	Iteration 73Q: 3 clusters Score -7447630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -7447625.000000 Penalty: 1091.041260
	Iteration 74Q: 3 clusters Score -7447625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -7447628.500000 Penalty: 1091.041260
	Iteration 75Q: 3 clusters Score -7447628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -7447629.500000 Penalty: 1091.041260
	Iteration 76Q: 3 clusters Score -7447630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -7447629.500000 Penalty: 1091.041260
	Iteration 77F: 3 clusters Score -7447630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 158526 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23228460.000000 Penalty: 11378.812500
Splitting cluster 6 changes total score from -23227376.000000 to -23228460.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -9272.381836 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -9272.382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8948.244141 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -8948.244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9035.304688 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -9035.305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9060.652344 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -9060.652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9096.427734 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -9096.428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9115.453125 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -9115.453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9122.546875 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -9122.547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9125.630859 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -9125.631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9127.205078 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -9127.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9127.916016 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -9127.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9127.916016 Penalty: 506.719360
	Iteration 9F: 3 clusters Score -9127.916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -39627.789062 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -39627.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38832.820312 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -38832.82 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39148.394531 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -39148.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39399.617188 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -39399.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -39617.730469 Penalty: 627.230408
	Iteration 3F: 3 clusters Score -39617.73 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39776.207031 Penalty: 627.230408
	Iteration 4F: 3 clusters Score -39776.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -39910.367188 Penalty: 627.230408
	Iteration 5F: 3 clusters Score -39910.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -40014.718750 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -40014.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -40065.765625 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -40065.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -40085.312500 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -40085.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40085.859375 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -40085.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -40085.859375 Penalty: 627.230408
	Iteration 10F: 3 clusters Score -40085.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 158526 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23228618.000000 Penalty: 11977.697266
Splitting cluster 8 changes total score from -23227376.000000 to -23228618.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -14461.932617 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -14461.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14075.030273 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -14075.03 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14169.443359 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -14169.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14201.063477 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -14201.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14220.064453 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -14220.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14240.962891 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -14240.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14257.876953 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -14257.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -14276.607422 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -14276.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14295.422852 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -14295.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14350.988281 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -14350.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14428.782227 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -14428.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14569.964844 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -14569.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14734.015625 Penalty: 531.498352
	Iteration 11F: 3 clusters Score -14734.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14741.415039 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -14741.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14741.415039 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -14741.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 143 members 
Mstep: Class 10 contains 158526 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 37597 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23228562.000000 Penalty: 12576.582031
Splitting cluster 9 changes total score from -23227376.000000 to -23228562.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -23008.632812 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -23008.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22509.712891 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -22509.71 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22609.525391 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -22609.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22635.384766 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -22635.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22645.322266 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -22645.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22652.855469 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -22652.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22657.970703 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -22657.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22661.341797 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -22661.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22664.330078 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -22664.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22666.931641 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -22666.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22668.001953 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -22668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22669.974609 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -22669.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22672.056641 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -22672.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22672.914062 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -22672.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22673.917969 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -22673.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22677.033203 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -22677.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22680.767578 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -22680.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22681.984375 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -22681.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22685.572266 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -22685.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22689.425781 Penalty: 568.395691
	Iteration 18Q: 3 clusters Score -22689.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22694.214844 Penalty: 568.395691
	Iteration 19Q: 3 clusters Score -22694.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22698.275391 Penalty: 568.395691
	Iteration 20F: 3 clusters Score -22698.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22701.078125 Penalty: 568.395691
	Iteration 21Q: 3 clusters Score -22701.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22703.697266 Penalty: 568.395691
	Iteration 22Q: 3 clusters Score -22703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22704.310547 Penalty: 568.395691
	Iteration 23Q: 3 clusters Score -22704.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22704.792969 Penalty: 568.395691
	Iteration 24Q: 3 clusters Score -22704.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22704.792969 Penalty: 568.395691
	Iteration 25F: 3 clusters Score -22704.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Entering Unmasked Estep 
Score: -1780454.875000 Penalty: 479.327911
	Iteration 0F: 2 clusters Score -1780455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1755185.500000 Penalty: 958.655823
	Iteration 0F: 3 clusters Score -1755186 nChanged 18196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1767130.875000 Penalty: 958.655823
	Iteration 1F: 3 clusters Score -1767131 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1768958.375000 Penalty: 958.655823
	Iteration 2F: 3 clusters Score -1768958 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1771361.375000 Penalty: 958.655823
	Iteration 3F: 3 clusters Score -1771361 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -1774242.625000 Penalty: 958.655823
	Iteration 4F: 3 clusters Score -1774243 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -1776797.625000 Penalty: 958.655823
	Iteration 5F: 3 clusters Score -1776798 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1777950.125000 Penalty: 958.655823
	Iteration 6F: 3 clusters Score -1777950 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -1778289.000000 Penalty: 958.655823
	Iteration 7Q: 3 clusters Score -1778289 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -1778459.500000 Penalty: 958.655823
	Iteration 8Q: 3 clusters Score -1778460 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -1778570.500000 Penalty: 958.655823
	Iteration 9Q: 3 clusters Score -1778570 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -1778705.500000 Penalty: 958.655823
	Iteration 10Q: 3 clusters Score -1778706 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -1778801.000000 Penalty: 958.655823
	Iteration 11Q: 3 clusters Score -1778801 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1778898.875000 Penalty: 958.655823
	Iteration 12Q: 3 clusters Score -1778899 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -1778970.375000 Penalty: 958.655823
	Iteration 13Q: 3 clusters Score -1778970 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -1779027.125000 Penalty: 958.655823
	Iteration 14Q: 3 clusters Score -1779027 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1779078.750000 Penalty: 958.655823
	Iteration 15Q: 3 clusters Score -1779079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -1779139.250000 Penalty: 958.655823
	Iteration 16Q: 3 clusters Score -1779139 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1779213.375000 Penalty: 958.655823
	Iteration 17Q: 3 clusters Score -1779213 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -1779267.375000 Penalty: 958.655823
	Iteration 18Q: 3 clusters Score -1779267 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -1779335.500000 Penalty: 958.655823
	Iteration 19Q: 3 clusters Score -1779336 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -1779397.125000 Penalty: 958.655823
	Iteration 20F: 3 clusters Score -1779397 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -1779437.125000 Penalty: 958.655823
	Iteration 21Q: 3 clusters Score -1779437 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -1779483.125000 Penalty: 958.655823
	Iteration 22Q: 3 clusters Score -1779483 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -1779525.625000 Penalty: 958.655823
	Iteration 23Q: 3 clusters Score -1779526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -1779581.125000 Penalty: 958.655823
	Iteration 24Q: 3 clusters Score -1779581 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1779612.250000 Penalty: 958.655823
	Iteration 25Q: 3 clusters Score -1779612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -1779645.000000 Penalty: 958.655823
	Iteration 26Q: 3 clusters Score -1779645 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -1779702.250000 Penalty: 958.655823
	Iteration 27Q: 3 clusters Score -1779702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -1779743.000000 Penalty: 958.655823
	Iteration 28Q: 3 clusters Score -1779743 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -1779787.375000 Penalty: 958.655823
	Iteration 29Q: 3 clusters Score -1779787 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -1779827.375000 Penalty: 958.655823
	Iteration 30Q: 3 clusters Score -1779827 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -1779875.500000 Penalty: 958.655823
	Iteration 31Q: 3 clusters Score -1779876 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -1779932.500000 Penalty: 958.655823
	Iteration 32Q: 3 clusters Score -1779932 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -1779970.625000 Penalty: 958.655823
	Iteration 33Q: 3 clusters Score -1779971 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -1780029.625000 Penalty: 958.655823
	Iteration 34Q: 3 clusters Score -1780030 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -1780077.875000 Penalty: 958.655823
	Iteration 35Q: 3 clusters Score -1780078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -1780128.375000 Penalty: 958.655823
	Iteration 36Q: 3 clusters Score -1780128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -1780181.875000 Penalty: 958.655823
	Iteration 37Q: 3 clusters Score -1780182 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -1780240.500000 Penalty: 958.655823
	Iteration 38Q: 3 clusters Score -1780240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -1780299.875000 Penalty: 958.655823
	Iteration 39Q: 3 clusters Score -1780300 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -1780354.125000 Penalty: 958.655823
	Iteration 40F: 3 clusters Score -1780354 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -1780412.250000 Penalty: 958.655823
	Iteration 41Q: 3 clusters Score -1780412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -1780460.375000 Penalty: 958.655823
	Iteration 42Q: 3 clusters Score -1780460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -1780498.875000 Penalty: 958.655823
	Iteration 43Q: 3 clusters Score -1780499 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -1780544.875000 Penalty: 958.655823
	Iteration 44Q: 3 clusters Score -1780545 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -1780573.875000 Penalty: 958.655823
	Iteration 45Q: 3 clusters Score -1780574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -1780606.500000 Penalty: 958.655823
	Iteration 46Q: 3 clusters Score -1780606 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -1780625.750000 Penalty: 958.655823
	Iteration 47Q: 3 clusters Score -1780626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -1780648.875000 Penalty: 958.655823
	Iteration 48Q: 3 clusters Score -1780649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -1780680.625000 Penalty: 958.655823
	Iteration 49Q: 3 clusters Score -1780681 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -1780701.625000 Penalty: 958.655823
	Iteration 50Q: 3 clusters Score -1780702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -1780718.625000 Penalty: 958.655823
	Iteration 51Q: 3 clusters Score -1780719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -1780734.375000 Penalty: 958.655823
	Iteration 52Q: 3 clusters Score -1780734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -1780752.750000 Penalty: 958.655823
	Iteration 53Q: 3 clusters Score -1780753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -1780762.625000 Penalty: 958.655823
	Iteration 54Q: 3 clusters Score -1780763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -1780770.000000 Penalty: 958.655823
	Iteration 55Q: 3 clusters Score -1780770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -1780779.000000 Penalty: 958.655823
	Iteration 56Q: 3 clusters Score -1780779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -1780792.500000 Penalty: 958.655823
	Iteration 57Q: 3 clusters Score -1780792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -1780811.125000 Penalty: 958.655823
	Iteration 58Q: 3 clusters Score -1780811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -1780829.000000 Penalty: 958.655823
	Iteration 59Q: 3 clusters Score -1780829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -1780837.500000 Penalty: 958.655823
	Iteration 60F: 3 clusters Score -1780838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -1780845.750000 Penalty: 958.655823
	Iteration 61Q: 3 clusters Score -1780846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -1780848.625000 Penalty: 958.655823
	Iteration 62Q: 3 clusters Score -1780849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -1780854.125000 Penalty: 958.655823
	Iteration 63Q: 3 clusters Score -1780854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -1780857.500000 Penalty: 958.655823
	Iteration 64Q: 3 clusters Score -1780858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -1780867.000000 Penalty: 958.655823
	Iteration 65Q: 3 clusters Score -1780867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -1780869.875000 Penalty: 958.655823
	Iteration 66Q: 3 clusters Score -1780870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -1780873.500000 Penalty: 958.655823
	Iteration 67Q: 3 clusters Score -1780874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -1780871.500000 Penalty: 958.655823
	Iteration 68Q: 3 clusters Score -1780872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -1780873.125000 Penalty: 958.655823
	Iteration 69Q: 3 clusters Score -1780873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -1780877.750000 Penalty: 958.655823
	Iteration 70Q: 3 clusters Score -1780878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -1780874.375000 Penalty: 958.655823
	Iteration 71Q: 3 clusters Score -1780874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -1780876.625000 Penalty: 958.655823
	Iteration 72Q: 3 clusters Score -1780877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -1780876.250000 Penalty: 958.655823
	Iteration 73Q: 3 clusters Score -1780876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -1780878.500000 Penalty: 958.655823
	Iteration 74Q: 3 clusters Score -1780878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -1780876.625000 Penalty: 958.655823
	Iteration 75Q: 3 clusters Score -1780877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -1780875.500000 Penalty: 958.655823
	Iteration 76Q: 3 clusters Score -1780876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -1780878.125000 Penalty: 958.655823
	Iteration 77Q: 3 clusters Score -1780878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -1780875.125000 Penalty: 958.655823
	Iteration 78Q: 3 clusters Score -1780875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -1780875.250000 Penalty: 958.655823
	Iteration 79Q: 3 clusters Score -1780875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -1780875.750000 Penalty: 958.655823
	Iteration 80F: 3 clusters Score -1780876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 143 members 
Mstep: Class 10 contains 158526 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 201 members 
Mstep: Class 15 contains 35692 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
Score: -23228884.000000 Penalty: 13175.466797
Splitting cluster 12 changes total score from -23227376.000000 to -23228884.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 16 (50449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Entering Unmasked Estep 
Score: -2224685.000000 Penalty: 492.706665
	Iteration 0F: 2 clusters Score -2224685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2190889.000000 Penalty: 985.413330
	Iteration 0F: 3 clusters Score -2190889 nChanged 24412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2205675.500000 Penalty: 985.413330
	Iteration 1F: 3 clusters Score -2205676 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2206663.500000 Penalty: 985.413330
	Iteration 2Q: 3 clusters Score -2206664 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2208152.500000 Penalty: 985.413330
	Iteration 3F: 3 clusters Score -2208152 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2210298.500000 Penalty: 985.413330
	Iteration 4F: 3 clusters Score -2210298 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2212696.500000 Penalty: 985.413330
	Iteration 5F: 3 clusters Score -2212696 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2214464.500000 Penalty: 985.413330
	Iteration 6F: 3 clusters Score -2214464 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2215305.500000 Penalty: 985.413330
	Iteration 7Q: 3 clusters Score -2215306 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2215715.750000 Penalty: 985.413330
	Iteration 8Q: 3 clusters Score -2215716 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2215986.250000 Penalty: 985.413330
	Iteration 9Q: 3 clusters Score -2215986 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2216262.750000 Penalty: 985.413330
	Iteration 10Q: 3 clusters Score -2216263 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2216532.250000 Penalty: 985.413330
	Iteration 11Q: 3 clusters Score -2216532 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2216773.750000 Penalty: 985.413330
	Iteration 12Q: 3 clusters Score -2216774 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2217007.250000 Penalty: 985.413330
	Iteration 13Q: 3 clusters Score -2217007 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2217251.000000 Penalty: 985.413330
	Iteration 14Q: 3 clusters Score -2217251 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2217500.500000 Penalty: 985.413330
	Iteration 15Q: 3 clusters Score -2217500 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2217763.000000 Penalty: 985.413330
	Iteration 16Q: 3 clusters Score -2217763 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2218051.250000 Penalty: 985.413330
	Iteration 17Q: 3 clusters Score -2218051 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2218384.750000 Penalty: 985.413330
	Iteration 18Q: 3 clusters Score -2218385 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2218697.000000 Penalty: 985.413330
	Iteration 19Q: 3 clusters Score -2218697 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2219023.500000 Penalty: 985.413330
	Iteration 20F: 3 clusters Score -2219024 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2219375.750000 Penalty: 985.413330
	Iteration 21Q: 3 clusters Score -2219376 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2219755.750000 Penalty: 985.413330
	Iteration 22Q: 3 clusters Score -2219756 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2220160.250000 Penalty: 985.413330
	Iteration 23Q: 3 clusters Score -2220160 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2220571.500000 Penalty: 985.413330
	Iteration 24Q: 3 clusters Score -2220572 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2220986.250000 Penalty: 985.413330
	Iteration 25Q: 3 clusters Score -2220986 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2221397.000000 Penalty: 985.413330
	Iteration 26Q: 3 clusters Score -2221397 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2221828.000000 Penalty: 985.413330
	Iteration 27Q: 3 clusters Score -2221828 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2222250.250000 Penalty: 985.413330
	Iteration 28Q: 3 clusters Score -2222250 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2222682.000000 Penalty: 985.413330
	Iteration 29Q: 3 clusters Score -2222682 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2223049.750000 Penalty: 985.413330
	Iteration 30Q: 3 clusters Score -2223050 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2223340.500000 Penalty: 985.413330
	Iteration 31Q: 3 clusters Score -2223340 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2223573.250000 Penalty: 985.413330
	Iteration 32Q: 3 clusters Score -2223573 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2223765.750000 Penalty: 985.413330
	Iteration 33Q: 3 clusters Score -2223766 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2223898.750000 Penalty: 985.413330
	Iteration 34Q: 3 clusters Score -2223899 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2223991.000000 Penalty: 985.413330
	Iteration 35Q: 3 clusters Score -2223991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2224062.750000 Penalty: 985.413330
	Iteration 36Q: 3 clusters Score -2224063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2224112.000000 Penalty: 985.413330
	Iteration 37Q: 3 clusters Score -2224112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2224158.250000 Penalty: 985.413330
	Iteration 38Q: 3 clusters Score -2224158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2224190.750000 Penalty: 985.413330
	Iteration 39Q: 3 clusters Score -2224191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2224216.000000 Penalty: 985.413330
	Iteration 40F: 3 clusters Score -2224216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2224240.250000 Penalty: 985.413330
	Iteration 41Q: 3 clusters Score -2224240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2224255.250000 Penalty: 985.413330
	Iteration 42Q: 3 clusters Score -2224255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2224267.000000 Penalty: 985.413330
	Iteration 43Q: 3 clusters Score -2224267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2224282.750000 Penalty: 985.413330
	Iteration 44Q: 3 clusters Score -2224283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2224297.000000 Penalty: 985.413330
	Iteration 45Q: 3 clusters Score -2224297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2224307.750000 Penalty: 985.413330
	Iteration 46Q: 3 clusters Score -2224308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2224315.250000 Penalty: 985.413330
	Iteration 47Q: 3 clusters Score -2224315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2224318.000000 Penalty: 985.413330
	Iteration 48Q: 3 clusters Score -2224318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2224323.250000 Penalty: 985.413330
	Iteration 49Q: 3 clusters Score -2224323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2224328.750000 Penalty: 985.413330
	Iteration 50Q: 3 clusters Score -2224329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2224331.500000 Penalty: 985.413330
	Iteration 51Q: 3 clusters Score -2224332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2224331.500000 Penalty: 985.413330
	Iteration 52Q: 3 clusters Score -2224332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2224333.250000 Penalty: 985.413330
	Iteration 53Q: 3 clusters Score -2224333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2224332.750000 Penalty: 985.413330
	Iteration 54Q: 3 clusters Score -2224333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2224333.000000 Penalty: 985.413330
	Iteration 55Q: 3 clusters Score -2224333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2224333.000000 Penalty: 985.413330
	Iteration 56F: 3 clusters Score -2224333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -26931.132812 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -26931.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26395.064453 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -26395.06 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26536.572266 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -26536.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26571.427734 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -26571.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26591.701172 Penalty: 580.745239
	Iteration 3Q: 3 clusters Score -26591.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26602.804688 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -26602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26607.169922 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -26607.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26611.792969 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -26611.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26618.570312 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -26618.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26623.779297 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -26623.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26627.777344 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -26627.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26629.324219 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -26629.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26631.302734 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -26631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26635.757812 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -26635.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26638.957031 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -26638.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26644.033203 Penalty: 580.745239
	Iteration 14Q: 3 clusters Score -26644.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26648.464844 Penalty: 580.745239
	Iteration 15Q: 3 clusters Score -26648.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26651.103516 Penalty: 580.745239
	Iteration 16Q: 3 clusters Score -26651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26652.673828 Penalty: 580.745239
	Iteration 17Q: 3 clusters Score -26652.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26654.304688 Penalty: 580.745239
	Iteration 18Q: 3 clusters Score -26654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26659.720703 Penalty: 580.745239
	Iteration 19Q: 3 clusters Score -26659.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26664.052734 Penalty: 580.745239
	Iteration 20F: 3 clusters Score -26664.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26666.779297 Penalty: 580.745239
	Iteration 21Q: 3 clusters Score -26666.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26669.957031 Penalty: 580.745239
	Iteration 22Q: 3 clusters Score -26669.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26672.238281 Penalty: 580.745239
	Iteration 23Q: 3 clusters Score -26672.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26676.734375 Penalty: 580.745239
	Iteration 24Q: 3 clusters Score -26676.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26676.734375 Penalty: 580.745239
	Iteration 25F: 3 clusters Score -26676.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (102192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Entering Unmasked Estep 
Score: -4794978.500000 Penalty: 524.824707
	Iteration 0F: 2 clusters Score -4794978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -4726751.500000 Penalty: 1049.649414
	Iteration 0F: 3 clusters Score -4726752 nChanged 50025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -4756854.000000 Penalty: 1049.649414
	Iteration 1F: 3 clusters Score -4756854 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -4758046.000000 Penalty: 1049.649414
	Iteration 2Q: 3 clusters Score -4758046 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -4759935.500000 Penalty: 1049.649414
	Iteration 3Q: 3 clusters Score -4759936 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -4762839.000000 Penalty: 1049.649414
	Iteration 4F: 3 clusters Score -4762839 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -4767212.500000 Penalty: 1049.649414
	Iteration 5F: 3 clusters Score -4767212 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -4772454.500000 Penalty: 1049.649414
	Iteration 6F: 3 clusters Score -4772454 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -4776714.500000 Penalty: 1049.649414
	Iteration 7F: 3 clusters Score -4776714 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -4779108.500000 Penalty: 1049.649414
	Iteration 8Q: 3 clusters Score -4779108 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -4780249.000000 Penalty: 1049.649414
	Iteration 9Q: 3 clusters Score -4780249 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -4781197.000000 Penalty: 1049.649414
	Iteration 10Q: 3 clusters Score -4781197 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -4782089.000000 Penalty: 1049.649414
	Iteration 11Q: 3 clusters Score -4782089 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -4783133.000000 Penalty: 1049.649414
	Iteration 12Q: 3 clusters Score -4783133 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -4784341.500000 Penalty: 1049.649414
	Iteration 13Q: 3 clusters Score -4784342 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -4785782.500000 Penalty: 1049.649414
	Iteration 14Q: 3 clusters Score -4785782 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -4787407.000000 Penalty: 1049.649414
	Iteration 15Q: 3 clusters Score -4787407 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -4788955.500000 Penalty: 1049.649414
	Iteration 16Q: 3 clusters Score -4788956 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -4790348.000000 Penalty: 1049.649414
	Iteration 17Q: 3 clusters Score -4790348 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -4791570.500000 Penalty: 1049.649414
	Iteration 18Q: 3 clusters Score -4791570 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -4792555.000000 Penalty: 1049.649414
	Iteration 19Q: 3 clusters Score -4792555 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -4793295.500000 Penalty: 1049.649414
	Iteration 20F: 3 clusters Score -4793296 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -4793769.000000 Penalty: 1049.649414
	Iteration 21Q: 3 clusters Score -4793769 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -4794129.000000 Penalty: 1049.649414
	Iteration 22Q: 3 clusters Score -4794129 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -4794317.500000 Penalty: 1049.649414
	Iteration 23Q: 3 clusters Score -4794318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -4794394.000000 Penalty: 1049.649414
	Iteration 24Q: 3 clusters Score -4794394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -4794442.500000 Penalty: 1049.649414
	Iteration 25Q: 3 clusters Score -4794442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -4794484.500000 Penalty: 1049.649414
	Iteration 26Q: 3 clusters Score -4794484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -4794502.500000 Penalty: 1049.649414
	Iteration 27Q: 3 clusters Score -4794502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 101945 members 
Entering Unmasked Estep 
Score: -4794515.500000 Penalty: 1049.649414
	Iteration 28Q: 3 clusters Score -4794516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -4794527.500000 Penalty: 1049.649414
	Iteration 29Q: 3 clusters Score -4794528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -4794535.500000 Penalty: 1049.649414
	Iteration 30Q: 3 clusters Score -4794536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -4794539.000000 Penalty: 1049.649414
	Iteration 31Q: 3 clusters Score -4794539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101975 members 
Entering Unmasked Estep 
Score: -4794540.500000 Penalty: 1049.649414
	Iteration 32Q: 3 clusters Score -4794540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -4794543.000000 Penalty: 1049.649414
	Iteration 33Q: 3 clusters Score -4794543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -4794546.000000 Penalty: 1049.649414
	Iteration 34Q: 3 clusters Score -4794546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -4794552.000000 Penalty: 1049.649414
	Iteration 35Q: 3 clusters Score -4794552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -4794550.500000 Penalty: 1049.649414
	Iteration 36Q: 3 clusters Score -4794550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -4794553.000000 Penalty: 1049.649414
	Iteration 37Q: 3 clusters Score -4794553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -4794553.000000 Penalty: 1049.649414
	Iteration 38Q: 3 clusters Score -4794553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -4794555.500000 Penalty: 1049.649414
	Iteration 39Q: 3 clusters Score -4794556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -4794555.500000 Penalty: 1049.649414
	Iteration 40F: 3 clusters Score -4794556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -32553.482422 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32553.48 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32741.402344 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32741.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32794.937500 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32794.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32842.769531 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -32842.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32879.675781 Penalty: 610.546692
	Iteration 4F: 3 clusters Score -32879.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32903.855469 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32903.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32914.914062 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32914.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32927.011719 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -32927.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32945.156250 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -32945.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32955.445312 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -32955.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32957.992188 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -32957.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32959.437500 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -32959.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32960.730469 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -32960.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32961.617188 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -32961.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32961.687500 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -32961.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32962.078125 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -32962.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32962.324219 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -32962.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32962.324219 Penalty: 610.546692
	Iteration 17F: 3 clusters Score -32962.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7587.134277 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7587.134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7294.050781 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7294.051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7370.822266 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7370.822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7409.277832 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7409.278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7424.820312 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7424.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7443.884766 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7443.885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7484.182617 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7484.183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7499.771973 Penalty: 481.690735
	Iteration 6F: 3 clusters Score -7499.772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7506.923828 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -7506.924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7513.650391 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -7513.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7518.743164 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -7518.743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7525.020996 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -7525.021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7532.249512 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -7532.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7536.446777 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -7536.447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7538.822754 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -7538.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7542.923828 Penalty: 481.690735
	Iteration 14Q: 3 clusters Score -7542.924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7548.891113 Penalty: 481.690735
	Iteration 15Q: 3 clusters Score -7548.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7552.628906 Penalty: 481.690735
	Iteration 16Q: 3 clusters Score -7552.629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7552.628906 Penalty: 481.690735
	Iteration 17F: 3 clusters Score -7552.629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -19323.261719 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -19323.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18871.921875 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -18871.92 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18980.982422 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -18980.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19012.681641 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -19012.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19028.777344 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -19028.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19036.789062 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -19036.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19051.386719 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -19051.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19060.361328 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -19060.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19063.224609 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -19063.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19071.207031 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -19071.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19073.062500 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -19073.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19073.955078 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -19073.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19073.955078 Penalty: 553.273926
	Iteration 11F: 3 clusters Score -19073.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (148458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Entering Unmasked Estep 
Score: -6956430.000000 Penalty: 541.816589
	Iteration 0F: 2 clusters Score -6956430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -6857363.000000 Penalty: 1083.633179
	Iteration 0F: 3 clusters Score -6857363 nChanged 73074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -6904208.500000 Penalty: 1083.633179
	Iteration 1F: 3 clusters Score -6904208 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 78403 members 
Entering Unmasked Estep 
Score: -6908807.500000 Penalty: 1083.633179
	Iteration 2F: 3 clusters Score -6908808 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -6916284.500000 Penalty: 1083.633179
	Iteration 3F: 3 clusters Score -6916284 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -6925201.500000 Penalty: 1083.633179
	Iteration 4F: 3 clusters Score -6925202 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -6932358.500000 Penalty: 1083.633179
	Iteration 5F: 3 clusters Score -6932358 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -6936002.500000 Penalty: 1083.633179
	Iteration 6Q: 3 clusters Score -6936002 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68541 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -6937730.500000 Penalty: 1083.633179
	Iteration 7Q: 3 clusters Score -6937730 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -6938701.500000 Penalty: 1083.633179
	Iteration 8Q: 3 clusters Score -6938702 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -6939591.000000 Penalty: 1083.633179
	Iteration 9Q: 3 clusters Score -6939591 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -6940340.000000 Penalty: 1083.633179
	Iteration 10Q: 3 clusters Score -6940340 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -6940913.500000 Penalty: 1083.633179
	Iteration 11Q: 3 clusters Score -6940914 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -6941485.500000 Penalty: 1083.633179
	Iteration 12Q: 3 clusters Score -6941486 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -6941933.000000 Penalty: 1083.633179
	Iteration 13Q: 3 clusters Score -6941933 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -6942274.000000 Penalty: 1083.633179
	Iteration 14Q: 3 clusters Score -6942274 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -6942576.000000 Penalty: 1083.633179
	Iteration 15Q: 3 clusters Score -6942576 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -6942867.000000 Penalty: 1083.633179
	Iteration 16Q: 3 clusters Score -6942867 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -6943142.500000 Penalty: 1083.633179
	Iteration 17Q: 3 clusters Score -6943142 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -6943414.000000 Penalty: 1083.633179
	Iteration 18Q: 3 clusters Score -6943414 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -6943637.500000 Penalty: 1083.633179
	Iteration 19Q: 3 clusters Score -6943638 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -6943812.000000 Penalty: 1083.633179
	Iteration 20F: 3 clusters Score -6943812 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -6943946.500000 Penalty: 1083.633179
	Iteration 21Q: 3 clusters Score -6943946 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -6944119.000000 Penalty: 1083.633179
	Iteration 22Q: 3 clusters Score -6944119 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -6944298.000000 Penalty: 1083.633179
	Iteration 23Q: 3 clusters Score -6944298 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -6944491.500000 Penalty: 1083.633179
	Iteration 24Q: 3 clusters Score -6944492 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -6944624.000000 Penalty: 1083.633179
	Iteration 25Q: 3 clusters Score -6944624 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -6944768.000000 Penalty: 1083.633179
	Iteration 26Q: 3 clusters Score -6944768 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -6944855.000000 Penalty: 1083.633179
	Iteration 27Q: 3 clusters Score -6944855 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -6944983.500000 Penalty: 1083.633179
	Iteration 28Q: 3 clusters Score -6944984 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -6945113.000000 Penalty: 1083.633179
	Iteration 29Q: 3 clusters Score -6945113 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -6945250.000000 Penalty: 1083.633179
	Iteration 30Q: 3 clusters Score -6945250 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -6945306.500000 Penalty: 1083.633179
	Iteration 31Q: 3 clusters Score -6945306 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -6945428.000000 Penalty: 1083.633179
	Iteration 32Q: 3 clusters Score -6945428 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -6945588.000000 Penalty: 1083.633179
	Iteration 33Q: 3 clusters Score -6945588 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -6945713.500000 Penalty: 1083.633179
	Iteration 34Q: 3 clusters Score -6945714 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -6945818.000000 Penalty: 1083.633179
	Iteration 35Q: 3 clusters Score -6945818 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -6945934.000000 Penalty: 1083.633179
	Iteration 36Q: 3 clusters Score -6945934 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -6946042.500000 Penalty: 1083.633179
	Iteration 37Q: 3 clusters Score -6946042 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -6946133.000000 Penalty: 1083.633179
	Iteration 38Q: 3 clusters Score -6946133 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -6946223.000000 Penalty: 1083.633179
	Iteration 39Q: 3 clusters Score -6946223 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -6946369.500000 Penalty: 1083.633179
	Iteration 40F: 3 clusters Score -6946370 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 99193 members 
Entering Unmasked Estep 
Score: -6946507.500000 Penalty: 1083.633179
	Iteration 41Q: 3 clusters Score -6946508 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -6946625.500000 Penalty: 1083.633179
	Iteration 42Q: 3 clusters Score -6946626 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -6946709.000000 Penalty: 1083.633179
	Iteration 43Q: 3 clusters Score -6946709 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 102452 members 
Entering Unmasked Estep 
Score: -6946914.000000 Penalty: 1083.633179
	Iteration 44Q: 3 clusters Score -6946914 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -6947091.000000 Penalty: 1083.633179
	Iteration 45Q: 3 clusters Score -6947091 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -6947235.500000 Penalty: 1083.633179
	Iteration 46Q: 3 clusters Score -6947236 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -6947409.000000 Penalty: 1083.633179
	Iteration 47Q: 3 clusters Score -6947409 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -6947613.000000 Penalty: 1083.633179
	Iteration 48Q: 3 clusters Score -6947613 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -6947829.500000 Penalty: 1083.633179
	Iteration 49Q: 3 clusters Score -6947830 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -6948073.000000 Penalty: 1083.633179
	Iteration 50Q: 3 clusters Score -6948073 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 110976 members 
Entering Unmasked Estep 
Score: -6948288.000000 Penalty: 1083.633179
	Iteration 51Q: 3 clusters Score -6948288 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -6948569.500000 Penalty: 1083.633179
	Iteration 52Q: 3 clusters Score -6948570 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -6948830.500000 Penalty: 1083.633179
	Iteration 53Q: 3 clusters Score -6948830 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -6949143.000000 Penalty: 1083.633179
	Iteration 54Q: 3 clusters Score -6949143 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 116543 members 
Entering Unmasked Estep 
Score: -6949479.500000 Penalty: 1083.633179
	Iteration 55Q: 3 clusters Score -6949480 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -6949757.000000 Penalty: 1083.633179
	Iteration 56Q: 3 clusters Score -6949757 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -6950068.000000 Penalty: 1083.633179
	Iteration 57Q: 3 clusters Score -6950068 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -6950376.000000 Penalty: 1083.633179
	Iteration 58Q: 3 clusters Score -6950376 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 122174 members 
Entering Unmasked Estep 
Score: -6950655.000000 Penalty: 1083.633179
	Iteration 59Q: 3 clusters Score -6950655 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -6951017.500000 Penalty: 1083.633179
	Iteration 60F: 3 clusters Score -6951018 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -6951402.000000 Penalty: 1083.633179
	Iteration 61Q: 3 clusters Score -6951402 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -6951708.500000 Penalty: 1083.633179
	Iteration 62Q: 3 clusters Score -6951708 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 127639 members 
Entering Unmasked Estep 
Score: -6952076.500000 Penalty: 1083.633179
	Iteration 63Q: 3 clusters Score -6952076 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -6952376.500000 Penalty: 1083.633179
	Iteration 64Q: 3 clusters Score -6952376 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 130074 members 
Entering Unmasked Estep 
Score: -6952702.000000 Penalty: 1083.633179
	Iteration 65Q: 3 clusters Score -6952702 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -6953003.000000 Penalty: 1083.633179
	Iteration 66Q: 3 clusters Score -6953003 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -6953271.000000 Penalty: 1083.633179
	Iteration 67Q: 3 clusters Score -6953271 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 133393 members 
Entering Unmasked Estep 
Score: -6953565.000000 Penalty: 1083.633179
	Iteration 68Q: 3 clusters Score -6953565 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -6953827.500000 Penalty: 1083.633179
	Iteration 69Q: 3 clusters Score -6953828 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -6954102.500000 Penalty: 1083.633179
	Iteration 70Q: 3 clusters Score -6954102 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 136294 members 
Entering Unmasked Estep 
Score: -6954340.000000 Penalty: 1083.633179
	Iteration 71Q: 3 clusters Score -6954340 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -6954563.000000 Penalty: 1083.633179
	Iteration 72Q: 3 clusters Score -6954563 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 137985 members 
Entering Unmasked Estep 
Score: -6954754.500000 Penalty: 1083.633179
	Iteration 73Q: 3 clusters Score -6954754 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 138792 members 
Entering Unmasked Estep 
Score: -6954970.000000 Penalty: 1083.633179
	Iteration 74Q: 3 clusters Score -6954970 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -6955184.000000 Penalty: 1083.633179
	Iteration 75Q: 3 clusters Score -6955184 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 140335 members 
Entering Unmasked Estep 
Score: -6955343.000000 Penalty: 1083.633179
	Iteration 76Q: 3 clusters Score -6955343 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 141012 members 
Entering Unmasked Estep 
Score: -6955493.500000 Penalty: 1083.633179
	Iteration 77Q: 3 clusters Score -6955494 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 141606 members 
Entering Unmasked Estep 
Score: -6955606.500000 Penalty: 1083.633179
	Iteration 78Q: 3 clusters Score -6955606 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 142142 members 
Entering Unmasked Estep 
Score: -6955680.500000 Penalty: 1083.633179
	Iteration 79Q: 3 clusters Score -6955680 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
Score: -6955758.000000 Penalty: 1083.633179
	Iteration 80F: 3 clusters Score -6955758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -6955873.500000 Penalty: 1083.633179
	Iteration 81Q: 3 clusters Score -6955874 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 143453 members 
Entering Unmasked Estep 
Score: -6955939.000000 Penalty: 1083.633179
	Iteration 82Q: 3 clusters Score -6955939 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 143810 members 
Entering Unmasked Estep 
Score: -6956010.000000 Penalty: 1083.633179
	Iteration 83Q: 3 clusters Score -6956010 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -6956050.000000 Penalty: 1083.633179
	Iteration 84Q: 3 clusters Score -6956050 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -6956072.000000 Penalty: 1083.633179
	Iteration 85Q: 3 clusters Score -6956072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -6956084.000000 Penalty: 1083.633179
	Iteration 86Q: 3 clusters Score -6956084 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -6956083.000000 Penalty: 1083.633179
	Iteration 87Q: 3 clusters Score -6956083 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 145229 members 
Entering Unmasked Estep 
Score: -6956121.000000 Penalty: 1083.633179
	Iteration 88Q: 3 clusters Score -6956121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -6956163.500000 Penalty: 1083.633179
	Iteration 89Q: 3 clusters Score -6956164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 145651 members 
Entering Unmasked Estep 
Score: -6956178.500000 Penalty: 1083.633179
	Iteration 90Q: 3 clusters Score -6956178 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 145835 members 
Entering Unmasked Estep 
Score: -6956198.500000 Penalty: 1083.633179
	Iteration 91Q: 3 clusters Score -6956198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 146002 members 
Entering Unmasked Estep 
Score: -6956207.500000 Penalty: 1083.633179
	Iteration 92Q: 3 clusters Score -6956208 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -6956215.500000 Penalty: 1083.633179
	Iteration 93Q: 3 clusters Score -6956216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 146289 members 
Entering Unmasked Estep 
Score: -6956208.000000 Penalty: 1083.633179
	Iteration 94Q: 3 clusters Score -6956208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 146408 members 
Entering Unmasked Estep 
Score: -6956222.500000 Penalty: 1083.633179
	Iteration 95Q: 3 clusters Score -6956222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -6956233.000000 Penalty: 1083.633179
	Iteration 96Q: 3 clusters Score -6956233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 146589 members 
Entering Unmasked Estep 
Score: -6956243.500000 Penalty: 1083.633179
	Iteration 97Q: 3 clusters Score -6956244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 146677 members 
Entering Unmasked Estep 
Score: -6956255.500000 Penalty: 1083.633179
	Iteration 98Q: 3 clusters Score -6956256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 146739 members 
Entering Unmasked Estep 
Score: -6956261.000000 Penalty: 1083.633179
	Iteration 99Q: 3 clusters Score -6956261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 146804 members 
Entering Unmasked Estep 
Score: -6956277.000000 Penalty: 1083.633179
	Iteration 100F: 3 clusters Score -6956277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -6956290.500000 Penalty: 1083.633179
	Iteration 101Q: 3 clusters Score -6956290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 146926 members 
Entering Unmasked Estep 
Score: -6956278.000000 Penalty: 1083.633179
	Iteration 102Q: 3 clusters Score -6956278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -6956276.000000 Penalty: 1083.633179
	Iteration 103Q: 3 clusters Score -6956276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 147011 members 
Entering Unmasked Estep 
Score: -6956280.500000 Penalty: 1083.633179
	Iteration 104Q: 3 clusters Score -6956280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -6956273.500000 Penalty: 1083.633179
	Iteration 105Q: 3 clusters Score -6956274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -6956274.500000 Penalty: 1083.633179
	Iteration 106Q: 3 clusters Score -6956274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -6956272.000000 Penalty: 1083.633179
	Iteration 107Q: 3 clusters Score -6956272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -6956271.500000 Penalty: 1083.633179
	Iteration 108Q: 3 clusters Score -6956272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 147111 members 
Entering Unmasked Estep 
Score: -6956260.000000 Penalty: 1083.633179
	Iteration 109Q: 3 clusters Score -6956260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 147123 members 
Entering Unmasked Estep 
Score: -6956266.000000 Penalty: 1083.633179
	Iteration 110Q: 3 clusters Score -6956266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -6956267.500000 Penalty: 1083.633179
	Iteration 111Q: 3 clusters Score -6956268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -6956272.500000 Penalty: 1083.633179
	Iteration 112Q: 3 clusters Score -6956272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -6956269.000000 Penalty: 1083.633179
	Iteration 113Q: 3 clusters Score -6956269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -6956269.500000 Penalty: 1083.633179
	Iteration 114Q: 3 clusters Score -6956270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -6956273.000000 Penalty: 1083.633179
	Iteration 115Q: 3 clusters Score -6956273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 147149 members 
Entering Unmasked Estep 
Score: -6956275.000000 Penalty: 1083.633179
	Iteration 116Q: 3 clusters Score -6956275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -6956267.000000 Penalty: 1083.633179
	Iteration 117Q: 3 clusters Score -6956267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -6956268.500000 Penalty: 1083.633179
	Iteration 118Q: 3 clusters Score -6956268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -6956268.000000 Penalty: 1083.633179
	Iteration 119Q: 3 clusters Score -6956268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 147159 members 
Entering Unmasked Estep 
Score: -6956267.000000 Penalty: 1083.633179
	Iteration 120F: 3 clusters Score -6956267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 143 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 16 contains 50449 members 
Mstep: Class 17 contains 591 members 
Mstep: Class 19 contains 102192 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148458 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 23 clusters Score -2.322912e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 144 members 
Mstep: Class 10 contains 158065 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35624 members 
Mstep: Class 16 contains 50481 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 19 contains 102334 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 201 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 148720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 23 clusters Score -2.322927e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158509 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35901 members 
Mstep: Class 16 contains 50280 members 
Mstep: Class 17 contains 593 members 
Mstep: Class 19 contains 102181 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 148322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 23 clusters Score -2.322935e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158887 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36150 members 
Mstep: Class 16 contains 50125 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 19 contains 102051 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 147929 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 23 clusters Score -2.32294e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159200 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36391 members 
Mstep: Class 16 contains 50017 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 19 contains 101936 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 147500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 23 clusters Score -2.322947e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2751 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159461 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36619 members 
Mstep: Class 16 contains 49936 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101840 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 147102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 23 clusters Score -2.322943e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159719 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36842 members 
Mstep: Class 16 contains 49888 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101750 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 146699 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 23 clusters Score -2.322952e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 2832 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159907 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37037 members 
Mstep: Class 16 contains 49874 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101668 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 146342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 23 clusters Score -2.322963e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7870 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160076 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2014 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37213 members 
Mstep: Class 16 contains 49863 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101605 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 24 contains 146014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 23 clusters Score -2.322973e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7885 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160230 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37344 members 
Mstep: Class 16 contains 49865 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101542 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 145737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229800.000000 Penalty: 13175.466797
Iteration 88Q: 23 clusters Score -2.32298e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7896 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2943 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160352 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37451 members 
Mstep: Class 16 contains 49866 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101488 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 145502 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 23 clusters Score -2.322988e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160490 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37538 members 
Mstep: Class 16 contains 49878 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101445 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 145262 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -2.322985e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7912 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160616 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37613 members 
Mstep: Class 16 contains 49884 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101391 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 145072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229884.000000 Penalty: 13175.466797
Iteration 91Q: 23 clusters Score -2.322988e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7922 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160734 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37663 members 
Mstep: Class 16 contains 49893 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101340 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 23 clusters Score -2.322987e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160807 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37718 members 
Mstep: Class 16 contains 49905 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101292 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 23 clusters Score -2.322989e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7944 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160859 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37782 members 
Mstep: Class 16 contains 49915 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101247 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144648 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -2.322984e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160913 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37826 members 
Mstep: Class 16 contains 49930 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101195 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229814.000000 Penalty: 13175.466797
Iteration 95Q: 23 clusters Score -2.322981e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160976 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37873 members 
Mstep: Class 16 contains 49946 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101143 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229788.000000 Penalty: 13175.466797
Iteration 96Q: 23 clusters Score -2.322979e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161030 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37912 members 
Mstep: Class 16 contains 49965 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101097 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 24 contains 144411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229786.000000 Penalty: 13175.466797
Iteration 97Q: 23 clusters Score -2.322979e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161089 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37953 members 
Mstep: Class 16 contains 49985 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101059 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229748.000000 Penalty: 13175.466797
Iteration 98Q: 23 clusters Score -2.322975e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161128 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38003 members 
Mstep: Class 16 contains 50005 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101033 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229748.000000 Penalty: 13175.466797
Iteration 99Q: 23 clusters Score -2.322975e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161133 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38068 members 
Mstep: Class 16 contains 50035 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 101015 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229768.000000 Penalty: 13175.466797
Iteration 100F: 23 clusters Score -2.322977e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161116 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2100 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38143 members 
Mstep: Class 16 contains 50070 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100994 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229708.000000 Penalty: 13175.466797
Iteration 101Q: 23 clusters Score -2.322971e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161093 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38204 members 
Mstep: Class 16 contains 50115 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100975 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229722.000000 Penalty: 13175.466797
Iteration 102Q: 23 clusters Score -2.322972e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7961 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161096 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38256 members 
Mstep: Class 16 contains 50139 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100952 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 144007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229712.000000 Penalty: 13175.466797
Iteration 103Q: 23 clusters Score -2.322971e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2964 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161099 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38305 members 
Mstep: Class 16 contains 50166 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100917 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229718.000000 Penalty: 13175.466797
Iteration 104Q: 23 clusters Score -2.322972e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161083 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38345 members 
Mstep: Class 16 contains 50201 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100895 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229744.000000 Penalty: 13175.466797
Iteration 105Q: 23 clusters Score -2.322974e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161067 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38394 members 
Mstep: Class 16 contains 50236 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100865 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229780.000000 Penalty: 13175.466797
Iteration 106Q: 23 clusters Score -2.322978e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161068 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38427 members 
Mstep: Class 16 contains 50264 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100840 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229742.000000 Penalty: 13175.466797
Iteration 107Q: 23 clusters Score -2.322974e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161074 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38448 members 
Mstep: Class 16 contains 50287 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100824 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229718.000000 Penalty: 13175.466797
Iteration 108Q: 23 clusters Score -2.322972e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161087 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38462 members 
Mstep: Class 16 contains 50301 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100812 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229706.000000 Penalty: 13175.466797
Iteration 109Q: 23 clusters Score -2.322971e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161071 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38480 members 
Mstep: Class 16 contains 50316 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100799 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229722.000000 Penalty: 13175.466797
Iteration 110Q: 23 clusters Score -2.322972e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161039 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38489 members 
Mstep: Class 16 contains 50341 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100782 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229720.000000 Penalty: 13175.466797
Iteration 111Q: 23 clusters Score -2.322972e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 161010 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38495 members 
Mstep: Class 16 contains 50359 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 19 contains 100772 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229704.000000 Penalty: 13175.466797
Iteration 112Q: 23 clusters Score -2.32297e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160982 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38503 members 
Mstep: Class 16 contains 50371 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100764 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229722.000000 Penalty: 13175.466797
Iteration 113Q: 23 clusters Score -2.322972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160951 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38508 members 
Mstep: Class 16 contains 50389 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100755 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229702.000000 Penalty: 13175.466797
Iteration 114Q: 23 clusters Score -2.32297e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 2806 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160915 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 50404 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100751 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229702.000000 Penalty: 13175.466797
Iteration 115Q: 23 clusters Score -2.32297e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160880 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38559 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100746 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229712.000000 Penalty: 13175.466797
Iteration 116Q: 23 clusters Score -2.322971e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160836 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38584 members 
Mstep: Class 16 contains 50445 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100741 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229710.000000 Penalty: 13175.466797
Iteration 117Q: 23 clusters Score -2.322971e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160785 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38612 members 
Mstep: Class 16 contains 50453 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100739 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229678.000000 Penalty: 13175.466797
Iteration 118Q: 23 clusters Score -2.322968e+07 nChanged 92
Entering ConstructFrom: 
Score: -23229678.000000 Penalty: 13175.466797
Entering ConstructFrom: 
Trying to split cluster 1 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -153627.875000 Penalty: 373.349884
	Iteration 0F: 2 clusters Score -153627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -151146.281250 Penalty: 746.699768
	Iteration 0F: 3 clusters Score -151146.3 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -152442.359375 Penalty: 746.699768
	Iteration 1F: 3 clusters Score -152442.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -152811.890625 Penalty: 746.699768
	Iteration 2F: 3 clusters Score -152811.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -153061.531250 Penalty: 746.699768
	Iteration 3F: 3 clusters Score -153061.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -153242.921875 Penalty: 746.699768
	Iteration 4F: 3 clusters Score -153242.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -153392.875000 Penalty: 746.699768
	Iteration 5F: 3 clusters Score -153392.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -153485.906250 Penalty: 746.699768
	Iteration 6Q: 3 clusters Score -153485.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -153556.875000 Penalty: 746.699768
	Iteration 7Q: 3 clusters Score -153556.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -153605.328125 Penalty: 746.699768
	Iteration 8Q: 3 clusters Score -153605.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -153639.515625 Penalty: 746.699768
	Iteration 9Q: 3 clusters Score -153639.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -153660.203125 Penalty: 746.699768
	Iteration 10Q: 3 clusters Score -153660.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -153678.312500 Penalty: 746.699768
	Iteration 11Q: 3 clusters Score -153678.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -153692.453125 Penalty: 746.699768
	Iteration 12Q: 3 clusters Score -153692.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -153705.109375 Penalty: 746.699768
	Iteration 13Q: 3 clusters Score -153705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -153718.468750 Penalty: 746.699768
	Iteration 14Q: 3 clusters Score -153718.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -153725.203125 Penalty: 746.699768
	Iteration 15Q: 3 clusters Score -153725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -153733.015625 Penalty: 746.699768
	Iteration 16Q: 3 clusters Score -153733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -153734.015625 Penalty: 746.699768
	Iteration 17Q: 3 clusters Score -153734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -153734.500000 Penalty: 746.699768
	Iteration 18Q: 3 clusters Score -153734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -153734.703125 Penalty: 746.699768
	Iteration 19Q: 3 clusters Score -153734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -153735.500000 Penalty: 746.699768
	Iteration 20F: 3 clusters Score -153735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -153735.937500 Penalty: 746.699768
	Iteration 21Q: 3 clusters Score -153735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -153736.093750 Penalty: 746.699768
	Iteration 22Q: 3 clusters Score -153736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -153737.000000 Penalty: 746.699768
	Iteration 23Q: 3 clusters Score -153737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -153737.312500 Penalty: 746.699768
	Iteration 24Q: 3 clusters Score -153737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -153737.437500 Penalty: 746.699768
	Iteration 25Q: 3 clusters Score -153737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -153737.625000 Penalty: 746.699768
	Iteration 26Q: 3 clusters Score -153737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -153737.859375 Penalty: 746.699768
	Iteration 27Q: 3 clusters Score -153737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -153737.921875 Penalty: 746.699768
	Iteration 28Q: 3 clusters Score -153737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -153737.921875 Penalty: 746.699768
	Iteration 29F: 3 clusters Score -153737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160742 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 3127 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143946 members 
Entering Unmasked Estep 
Score: -23229582.000000 Penalty: 13774.352539
Splitting cluster 1 changes total score from -23229678.000000 to -23229582.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Entering Unmasked Estep 
Score: -348028.312500 Penalty: 408.677948
	Iteration 0F: 2 clusters Score -348028.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -342748.750000 Penalty: 817.355896
	Iteration 0F: 3 clusters Score -342748.8 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -344848.875000 Penalty: 817.355896
	Iteration 1F: 3 clusters Score -344848.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -345048.781250 Penalty: 817.355896
	Iteration 2F: 3 clusters Score -345048.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -345291.875000 Penalty: 817.355896
	Iteration 3F: 3 clusters Score -345291.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -345620.281250 Penalty: 817.355896
	Iteration 4F: 3 clusters Score -345620.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -346108.375000 Penalty: 817.355896
	Iteration 5F: 3 clusters Score -346108.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -346646.500000 Penalty: 817.355896
	Iteration 6F: 3 clusters Score -346646.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -347128.687500 Penalty: 817.355896
	Iteration 7F: 3 clusters Score -347128.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -347397.406250 Penalty: 817.355896
	Iteration 8Q: 3 clusters Score -347397.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -347540.937500 Penalty: 817.355896
	Iteration 9Q: 3 clusters Score -347540.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -347610.406250 Penalty: 817.355896
	Iteration 10Q: 3 clusters Score -347610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -347639.718750 Penalty: 817.355896
	Iteration 11Q: 3 clusters Score -347639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -347654.468750 Penalty: 817.355896
	Iteration 12Q: 3 clusters Score -347654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -347665.312500 Penalty: 817.355896
	Iteration 13Q: 3 clusters Score -347665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -347666.875000 Penalty: 817.355896
	Iteration 14Q: 3 clusters Score -347666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -347670.468750 Penalty: 817.355896
	Iteration 15Q: 3 clusters Score -347670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -347672.031250 Penalty: 817.355896
	Iteration 16Q: 3 clusters Score -347672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -347672.031250 Penalty: 817.355896
	Iteration 17F: 3 clusters Score -347672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -107991.414062 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -107991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -106347.632812 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -106347.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -106822.164062 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -106822.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -106871.171875 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -106871.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -106920.601562 Penalty: 703.245789
	Iteration 3Q: 3 clusters Score -106920.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106980.664062 Penalty: 703.245789
	Iteration 4Q: 3 clusters Score -106980.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107065.695312 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -107065.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107214.164062 Penalty: 703.245789
	Iteration 6F: 3 clusters Score -107214.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107373.039062 Penalty: 703.245789
	Iteration 7F: 3 clusters Score -107373 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -107497.750000 Penalty: 703.245789
	Iteration 8F: 3 clusters Score -107497.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -107601.679688 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -107601.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -107653.843750 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -107653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -107671.804688 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -107671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -107677.523438 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -107677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -107677.882812 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -107677.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -107677.882812 Penalty: 703.245789
	Iteration 14F: 3 clusters Score -107677.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -16565.271484 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -16565.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16204.793945 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -16204.79 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16558.578125 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -16558.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -16675.583984 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -16675.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16699.005859 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -16699.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16705.546875 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -16705.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16708.335938 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -16708.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -16708.335938 Penalty: 545.223267
	Iteration 6F: 3 clusters Score -16708.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 66 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160742 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 334 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143946 members 
Entering Unmasked Estep 
Score: -23229490.000000 Penalty: 13774.352539
Splitting cluster 4 changes total score from -23229678.000000 to -23229490.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -103677.656250 Penalty: 354.136688
	Iteration 0F: 2 clusters Score -103677.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -102002.546875 Penalty: 708.273376
	Iteration 0F: 3 clusters Score -102002.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102633.992188 Penalty: 708.273376
	Iteration 1F: 3 clusters Score -102634 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -102743.335938 Penalty: 708.273376
	Iteration 2F: 3 clusters Score -102743.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -102835.328125 Penalty: 708.273376
	Iteration 3F: 3 clusters Score -102835.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -102920.750000 Penalty: 708.273376
	Iteration 4F: 3 clusters Score -102920.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -102973.148438 Penalty: 708.273376
	Iteration 5Q: 3 clusters Score -102973.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -103020.937500 Penalty: 708.273376
	Iteration 6Q: 3 clusters Score -103020.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -103060.296875 Penalty: 708.273376
	Iteration 7Q: 3 clusters Score -103060.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -103093.195312 Penalty: 708.273376
	Iteration 8Q: 3 clusters Score -103093.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -103115.242188 Penalty: 708.273376
	Iteration 9Q: 3 clusters Score -103115.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -103129.101562 Penalty: 708.273376
	Iteration 10Q: 3 clusters Score -103129.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -103145.757812 Penalty: 708.273376
	Iteration 11Q: 3 clusters Score -103145.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -103165.695312 Penalty: 708.273376
	Iteration 12Q: 3 clusters Score -103165.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -103187.093750 Penalty: 708.273376
	Iteration 13Q: 3 clusters Score -103187.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -103206.687500 Penalty: 708.273376
	Iteration 14Q: 3 clusters Score -103206.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -103223.898438 Penalty: 708.273376
	Iteration 15Q: 3 clusters Score -103223.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -103234.953125 Penalty: 708.273376
	Iteration 16Q: 3 clusters Score -103235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -103244.156250 Penalty: 708.273376
	Iteration 17Q: 3 clusters Score -103244.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -103251.367188 Penalty: 708.273376
	Iteration 18Q: 3 clusters Score -103251.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -103259.054688 Penalty: 708.273376
	Iteration 19Q: 3 clusters Score -103259.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -103269.640625 Penalty: 708.273376
	Iteration 20F: 3 clusters Score -103269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -103280.070312 Penalty: 708.273376
	Iteration 21Q: 3 clusters Score -103280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -103284.867188 Penalty: 708.273376
	Iteration 22Q: 3 clusters Score -103284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -103288.929688 Penalty: 708.273376
	Iteration 23Q: 3 clusters Score -103288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -103293.101562 Penalty: 708.273376
	Iteration 24Q: 3 clusters Score -103293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -103300.070312 Penalty: 708.273376
	Iteration 25Q: 3 clusters Score -103300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -103304.156250 Penalty: 708.273376
	Iteration 26Q: 3 clusters Score -103304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -103306.203125 Penalty: 708.273376
	Iteration 27Q: 3 clusters Score -103306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -103306.882812 Penalty: 708.273376
	Iteration 28Q: 3 clusters Score -103306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -103306.906250 Penalty: 708.273376
	Iteration 29Q: 3 clusters Score -103306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -103307.093750 Penalty: 708.273376
	Iteration 30Q: 3 clusters Score -103307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -103307.226562 Penalty: 708.273376
	Iteration 31Q: 3 clusters Score -103307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -103307.250000 Penalty: 708.273376
	Iteration 32Q: 3 clusters Score -103307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -103307.250000 Penalty: 708.273376
	Iteration 33F: 3 clusters Score -103307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -137031.062500 Penalty: 360.643982
	Iteration 0F: 2 clusters Score -137031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -135111.078125 Penalty: 721.287964
	Iteration 0F: 3 clusters Score -135111.1 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -135714.765625 Penalty: 721.287964
	Iteration 1F: 3 clusters Score -135714.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -135783.921875 Penalty: 721.287964
	Iteration 2F: 3 clusters Score -135783.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -135852.203125 Penalty: 721.287964
	Iteration 3F: 3 clusters Score -135852.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -135933.828125 Penalty: 721.287964
	Iteration 4Q: 3 clusters Score -135933.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -136012.562500 Penalty: 721.287964
	Iteration 5Q: 3 clusters Score -136012.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136091.109375 Penalty: 721.287964
	Iteration 6Q: 3 clusters Score -136091.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -136178.906250 Penalty: 721.287964
	Iteration 7Q: 3 clusters Score -136178.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136283.828125 Penalty: 721.287964
	Iteration 8Q: 3 clusters Score -136283.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -136374.562500 Penalty: 721.287964
	Iteration 9Q: 3 clusters Score -136374.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -136434.031250 Penalty: 721.287964
	Iteration 10Q: 3 clusters Score -136434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -136472.078125 Penalty: 721.287964
	Iteration 11Q: 3 clusters Score -136472.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -136496.109375 Penalty: 721.287964
	Iteration 12Q: 3 clusters Score -136496.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -136508.281250 Penalty: 721.287964
	Iteration 13Q: 3 clusters Score -136508.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -136517.218750 Penalty: 721.287964
	Iteration 14Q: 3 clusters Score -136517.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -136525.531250 Penalty: 721.287964
	Iteration 15Q: 3 clusters Score -136525.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -136530.234375 Penalty: 721.287964
	Iteration 16Q: 3 clusters Score -136530.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -136534.234375 Penalty: 721.287964
	Iteration 17Q: 3 clusters Score -136534.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -136538.015625 Penalty: 721.287964
	Iteration 18Q: 3 clusters Score -136538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136542.421875 Penalty: 721.287964
	Iteration 19Q: 3 clusters Score -136542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -136547.125000 Penalty: 721.287964
	Iteration 20F: 3 clusters Score -136547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -136548.984375 Penalty: 721.287964
	Iteration 21Q: 3 clusters Score -136549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -136550.953125 Penalty: 721.287964
	Iteration 22Q: 3 clusters Score -136551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -136551.765625 Penalty: 721.287964
	Iteration 23Q: 3 clusters Score -136551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -136552.250000 Penalty: 721.287964
	Iteration 24Q: 3 clusters Score -136552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -136553.343750 Penalty: 721.287964
	Iteration 25Q: 3 clusters Score -136553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -136555.250000 Penalty: 721.287964
	Iteration 26Q: 3 clusters Score -136555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -136556.000000 Penalty: 721.287964
	Iteration 27Q: 3 clusters Score -136556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -136556.656250 Penalty: 721.287964
	Iteration 28Q: 3 clusters Score -136556.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -136557.171875 Penalty: 721.287964
	Iteration 29Q: 3 clusters Score -136557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136558.015625 Penalty: 721.287964
	Iteration 30Q: 3 clusters Score -136558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136559.593750 Penalty: 721.287964
	Iteration 31Q: 3 clusters Score -136559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136561.312500 Penalty: 721.287964
	Iteration 32Q: 3 clusters Score -136561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -136561.984375 Penalty: 721.287964
	Iteration 33Q: 3 clusters Score -136562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136563.578125 Penalty: 721.287964
	Iteration 34Q: 3 clusters Score -136563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -136564.875000 Penalty: 721.287964
	Iteration 35Q: 3 clusters Score -136564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136566.093750 Penalty: 721.287964
	Iteration 36Q: 3 clusters Score -136566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -136566.734375 Penalty: 721.287964
	Iteration 37Q: 3 clusters Score -136566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -136568.218750 Penalty: 721.287964
	Iteration 38Q: 3 clusters Score -136568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136568.625000 Penalty: 721.287964
	Iteration 39Q: 3 clusters Score -136568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -136569.296875 Penalty: 721.287964
	Iteration 40F: 3 clusters Score -136569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -136569.625000 Penalty: 721.287964
	Iteration 41Q: 3 clusters Score -136569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -136569.953125 Penalty: 721.287964
	Iteration 42Q: 3 clusters Score -136570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -136569.875000 Penalty: 721.287964
	Iteration 43Q: 3 clusters Score -136569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136569.937500 Penalty: 721.287964
	Iteration 44Q: 3 clusters Score -136569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -136570.281250 Penalty: 721.287964
	Iteration 45Q: 3 clusters Score -136570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136570.625000 Penalty: 721.287964
	Iteration 46Q: 3 clusters Score -136570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136570.625000 Penalty: 721.287964
	Iteration 47F: 3 clusters Score -136570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -9158.570312 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -9158.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8854.351562 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -8854.352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8966.912109 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -8966.912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9004.255859 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -9004.256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9020.366211 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -9020.366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9028.384766 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -9028.385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9034.163086 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -9034.163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9036.380859 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -9036.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9037.863281 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -9037.863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9038.124023 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -9038.124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9038.124023 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -9038.124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10751.027344 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10751.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10417.339844 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10417.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10474.838867 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10474.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10496.440430 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10496.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10525.953125 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -10525.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10557.041992 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -10557.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10578.526367 Penalty: 507.066010
	Iteration 5F: 3 clusters Score -10578.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10593.571289 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10593.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10601.654297 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10601.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10606.826172 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10606.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10610.153320 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -10610.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10616.483398 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -10616.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10621.268555 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -10621.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10628.985352 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -10628.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10630.606445 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -10630.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10630.606445 Penalty: 507.066010
	Iteration 14F: 3 clusters Score -10630.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -6296.890137 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -6296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6048.613281 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6048.613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6101.541992 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6101.542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6118.028320 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -6118.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6124.942383 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6124.942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6130.371094 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -6130.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6138.530273 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -6138.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6139.927246 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -6139.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6139.927246 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -6139.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Entering Unmasked Estep 
Score: -7438251.000000 Penalty: 545.433777
	Iteration 0F: 2 clusters Score -7438251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -7332468.500000 Penalty: 1090.867554
	Iteration 0F: 3 clusters Score -7332468 nChanged 79024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -7381069.000000 Penalty: 1090.867554
	Iteration 1F: 3 clusters Score -7381069 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88642 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -7383699.000000 Penalty: 1090.867554
	Iteration 2F: 3 clusters Score -7383699 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -7387169.500000 Penalty: 1090.867554
	Iteration 3F: 3 clusters Score -7387170 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -7392139.500000 Penalty: 1090.867554
	Iteration 4F: 3 clusters Score -7392140 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -7399756.000000 Penalty: 1090.867554
	Iteration 5F: 3 clusters Score -7399756 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7408963.000000 Penalty: 1090.867554
	Iteration 6F: 3 clusters Score -7408963 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -7415813.000000 Penalty: 1090.867554
	Iteration 7F: 3 clusters Score -7415813 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -7418280.500000 Penalty: 1090.867554
	Iteration 8Q: 3 clusters Score -7418280 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -7419285.500000 Penalty: 1090.867554
	Iteration 9Q: 3 clusters Score -7419286 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -7419969.500000 Penalty: 1090.867554
	Iteration 10Q: 3 clusters Score -7419970 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -7420573.500000 Penalty: 1090.867554
	Iteration 11Q: 3 clusters Score -7420574 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -7421276.000000 Penalty: 1090.867554
	Iteration 12Q: 3 clusters Score -7421276 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -7421987.500000 Penalty: 1090.867554
	Iteration 13Q: 3 clusters Score -7421988 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -7422760.000000 Penalty: 1090.867554
	Iteration 14Q: 3 clusters Score -7422760 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7423609.000000 Penalty: 1090.867554
	Iteration 15Q: 3 clusters Score -7423609 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -7424381.000000 Penalty: 1090.867554
	Iteration 16Q: 3 clusters Score -7424381 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -7425166.500000 Penalty: 1090.867554
	Iteration 17Q: 3 clusters Score -7425166 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120454 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7425965.500000 Penalty: 1090.867554
	Iteration 18Q: 3 clusters Score -7425966 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122090 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7426890.000000 Penalty: 1090.867554
	Iteration 19Q: 3 clusters Score -7426890 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123833 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7427810.000000 Penalty: 1090.867554
	Iteration 20F: 3 clusters Score -7427810 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -7428704.500000 Penalty: 1090.867554
	Iteration 21Q: 3 clusters Score -7428704 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127423 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -7429607.000000 Penalty: 1090.867554
	Iteration 22Q: 3 clusters Score -7429607 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7430519.000000 Penalty: 1090.867554
	Iteration 23Q: 3 clusters Score -7430519 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -7431360.000000 Penalty: 1090.867554
	Iteration 24Q: 3 clusters Score -7431360 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132715 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7432174.500000 Penalty: 1090.867554
	Iteration 25Q: 3 clusters Score -7432174 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134255 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -7432795.500000 Penalty: 1090.867554
	Iteration 26Q: 3 clusters Score -7432796 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135673 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -7433329.500000 Penalty: 1090.867554
	Iteration 27Q: 3 clusters Score -7433330 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136970 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -7433793.500000 Penalty: 1090.867554
	Iteration 28Q: 3 clusters Score -7433794 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7434257.500000 Penalty: 1090.867554
	Iteration 29Q: 3 clusters Score -7434258 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -7434698.500000 Penalty: 1090.867554
	Iteration 30Q: 3 clusters Score -7434698 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -7435045.000000 Penalty: 1090.867554
	Iteration 31Q: 3 clusters Score -7435045 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142327 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -7435489.500000 Penalty: 1090.867554
	Iteration 32Q: 3 clusters Score -7435490 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143783 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -7435934.000000 Penalty: 1090.867554
	Iteration 33Q: 3 clusters Score -7435934 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145274 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -7436271.500000 Penalty: 1090.867554
	Iteration 34Q: 3 clusters Score -7436272 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146749 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -7436701.000000 Penalty: 1090.867554
	Iteration 35Q: 3 clusters Score -7436701 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -7437031.500000 Penalty: 1090.867554
	Iteration 36Q: 3 clusters Score -7437032 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -7437288.500000 Penalty: 1090.867554
	Iteration 37Q: 3 clusters Score -7437288 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -7437519.000000 Penalty: 1090.867554
	Iteration 38Q: 3 clusters Score -7437519 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7437772.000000 Penalty: 1090.867554
	Iteration 39Q: 3 clusters Score -7437772 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153371 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -7438001.000000 Penalty: 1090.867554
	Iteration 40F: 3 clusters Score -7438001 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -7438178.000000 Penalty: 1090.867554
	Iteration 41Q: 3 clusters Score -7438178 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7438336.000000 Penalty: 1090.867554
	Iteration 42Q: 3 clusters Score -7438336 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7438415.000000 Penalty: 1090.867554
	Iteration 43Q: 3 clusters Score -7438415 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156752 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7438438.500000 Penalty: 1090.867554
	Iteration 44Q: 3 clusters Score -7438438 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7438521.000000 Penalty: 1090.867554
	Iteration 45Q: 3 clusters Score -7438521 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7438541.500000 Penalty: 1090.867554
	Iteration 46Q: 3 clusters Score -7438542 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158136 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7438562.000000 Penalty: 1090.867554
	Iteration 47Q: 3 clusters Score -7438562 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7438535.500000 Penalty: 1090.867554
	Iteration 48Q: 3 clusters Score -7438536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7438511.500000 Penalty: 1090.867554
	Iteration 49Q: 3 clusters Score -7438512 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7438489.500000 Penalty: 1090.867554
	Iteration 50Q: 3 clusters Score -7438490 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159029 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7438490.500000 Penalty: 1090.867554
	Iteration 51Q: 3 clusters Score -7438490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159146 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7438501.000000 Penalty: 1090.867554
	Iteration 52Q: 3 clusters Score -7438501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7438479.500000 Penalty: 1090.867554
	Iteration 53Q: 3 clusters Score -7438480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159338 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7438458.500000 Penalty: 1090.867554
	Iteration 54Q: 3 clusters Score -7438458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7438465.000000 Penalty: 1090.867554
	Iteration 55Q: 3 clusters Score -7438465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7438463.000000 Penalty: 1090.867554
	Iteration 56Q: 3 clusters Score -7438463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7438460.500000 Penalty: 1090.867554
	Iteration 57Q: 3 clusters Score -7438460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7438476.000000 Penalty: 1090.867554
	Iteration 58Q: 3 clusters Score -7438476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7438461.500000 Penalty: 1090.867554
	Iteration 59Q: 3 clusters Score -7438462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7438467.000000 Penalty: 1090.867554
	Iteration 60F: 3 clusters Score -7438467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159672 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7438467.500000 Penalty: 1090.867554
	Iteration 61Q: 3 clusters Score -7438468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7438446.500000 Penalty: 1090.867554
	Iteration 62Q: 3 clusters Score -7438446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7438452.500000 Penalty: 1090.867554
	Iteration 63Q: 3 clusters Score -7438452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7438436.500000 Penalty: 1090.867554
	Iteration 64Q: 3 clusters Score -7438436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7438426.000000 Penalty: 1090.867554
	Iteration 65Q: 3 clusters Score -7438426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7438416.000000 Penalty: 1090.867554
	Iteration 66Q: 3 clusters Score -7438416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7438410.500000 Penalty: 1090.867554
	Iteration 67Q: 3 clusters Score -7438410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7438398.000000 Penalty: 1090.867554
	Iteration 68Q: 3 clusters Score -7438398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7438397.000000 Penalty: 1090.867554
	Iteration 69Q: 3 clusters Score -7438397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159847 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7438402.500000 Penalty: 1090.867554
	Iteration 70Q: 3 clusters Score -7438402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7438401.500000 Penalty: 1090.867554
	Iteration 71Q: 3 clusters Score -7438402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7438406.500000 Penalty: 1090.867554
	Iteration 72Q: 3 clusters Score -7438406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7438408.000000 Penalty: 1090.867554
	Iteration 73Q: 3 clusters Score -7438408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159870 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7438415.000000 Penalty: 1090.867554
	Iteration 74Q: 3 clusters Score -7438415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7438418.500000 Penalty: 1090.867554
	Iteration 75Q: 3 clusters Score -7438418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159878 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7438410.000000 Penalty: 1090.867554
	Iteration 76Q: 3 clusters Score -7438410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7438398.500000 Penalty: 1090.867554
	Iteration 77Q: 3 clusters Score -7438398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7438403.000000 Penalty: 1090.867554
	Iteration 78Q: 3 clusters Score -7438403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7438400.500000 Penalty: 1090.867554
	Iteration 79Q: 3 clusters Score -7438400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7438390.500000 Penalty: 1090.867554
	Iteration 80F: 3 clusters Score -7438390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159897 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7438392.500000 Penalty: 1090.867554
	Iteration 81Q: 3 clusters Score -7438392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7438391.000000 Penalty: 1090.867554
	Iteration 82Q: 3 clusters Score -7438391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7438395.000000 Penalty: 1090.867554
	Iteration 83Q: 3 clusters Score -7438395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7438392.000000 Penalty: 1090.867554
	Iteration 84Q: 3 clusters Score -7438392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7438396.000000 Penalty: 1090.867554
	Iteration 85Q: 3 clusters Score -7438396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7438396.000000 Penalty: 1090.867554
	Iteration 86F: 3 clusters Score -7438396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159903 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 143946 members 
Entering Unmasked Estep 
Score: -23229756.000000 Penalty: 13774.352539
Splitting cluster 10 changes total score from -23229678.000000 to -23229756.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -23008.632812 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -23008.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22499.128906 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -22499.13 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22615.132812 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -22615.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22642.876953 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -22642.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22654.470703 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -22654.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22666.529297 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -22666.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22672.062500 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -22672.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22679.080078 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -22679.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22681.621094 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -22681.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22682.937500 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -22682.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22684.826172 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -22684.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22685.167969 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -22685.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22686.529297 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -22686.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22688.234375 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -22688.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22688.921875 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -22688.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22690.285156 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -22690.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22690.285156 Penalty: 568.395691
	Iteration 15F: 3 clusters Score -22690.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -110633.992188 Penalty: 350.977203
	Iteration 0F: 2 clusters Score -110634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -109031.460938 Penalty: 701.954407
	Iteration 0F: 3 clusters Score -109031.5 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -109594.828125 Penalty: 701.954407
	Iteration 1F: 3 clusters Score -109594.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -109647.742188 Penalty: 701.954407
	Iteration 2F: 3 clusters Score -109647.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -109698.593750 Penalty: 701.954407
	Iteration 3Q: 3 clusters Score -109698.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109742.976562 Penalty: 701.954407
	Iteration 4Q: 3 clusters Score -109743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -109789.734375 Penalty: 701.954407
	Iteration 5Q: 3 clusters Score -109789.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -109847.085938 Penalty: 701.954407
	Iteration 6Q: 3 clusters Score -109847.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -109909.242188 Penalty: 701.954407
	Iteration 7Q: 3 clusters Score -109909.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -109995.468750 Penalty: 701.954407
	Iteration 8Q: 3 clusters Score -109995.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -110054.953125 Penalty: 701.954407
	Iteration 9Q: 3 clusters Score -110055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -110090.898438 Penalty: 701.954407
	Iteration 10Q: 3 clusters Score -110090.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110112.085938 Penalty: 701.954407
	Iteration 11Q: 3 clusters Score -110112.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -110131.773438 Penalty: 701.954407
	Iteration 12Q: 3 clusters Score -110131.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -110144.554688 Penalty: 701.954407
	Iteration 13Q: 3 clusters Score -110144.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -110148.289062 Penalty: 701.954407
	Iteration 14Q: 3 clusters Score -110148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110151.664062 Penalty: 701.954407
	Iteration 15Q: 3 clusters Score -110151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -110155.187500 Penalty: 701.954407
	Iteration 16Q: 3 clusters Score -110155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -110156.437500 Penalty: 701.954407
	Iteration 17Q: 3 clusters Score -110156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110156.679688 Penalty: 701.954407
	Iteration 18Q: 3 clusters Score -110156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110156.984375 Penalty: 701.954407
	Iteration 19Q: 3 clusters Score -110157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110157.328125 Penalty: 701.954407
	Iteration 20F: 3 clusters Score -110157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110157.507812 Penalty: 701.954407
	Iteration 21Q: 3 clusters Score -110157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110157.539062 Penalty: 701.954407
	Iteration 22Q: 3 clusters Score -110157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -110157.539062 Penalty: 701.954407
	Iteration 23F: 3 clusters Score -110157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -30016.955078 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -30016.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29403.972656 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -29403.97 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29559.138672 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -29559.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29596.052734 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -29596.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29614.367188 Penalty: 599.090271
	Iteration 3Q: 3 clusters Score -29614.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29632.921875 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -29632.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29640.730469 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -29640.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29647.744141 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -29647.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29650.878906 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -29650.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29652.753906 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -29652.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29654.470703 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -29654.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29655.474609 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -29655.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29655.746094 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -29655.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29656.250000 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -29656.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29656.250000 Penalty: 599.090271
	Iteration 13F: 3 clusters Score -29656.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8744.346680 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8744.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8455.206055 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -8455.206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8499.871094 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8499.871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8512.019531 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -8512.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8517.383789 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8517.384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8518.283203 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8518.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8521.041992 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -8521.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8522.526367 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -8522.526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8522.526367 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -8522.526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Entering Unmasked Estep 
Score: -1828574.750000 Penalty: 480.560028
	Iteration 0F: 2 clusters Score -1828575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1802551.375000 Penalty: 961.120056
	Iteration 0F: 3 clusters Score -1802551 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1813709.750000 Penalty: 961.120056
	Iteration 1F: 3 clusters Score -1813710 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1814658.625000 Penalty: 961.120056
	Iteration 2F: 3 clusters Score -1814659 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -1816170.125000 Penalty: 961.120056
	Iteration 3F: 3 clusters Score -1816170 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1818266.750000 Penalty: 961.120056
	Iteration 4F: 3 clusters Score -1818267 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -1820668.250000 Penalty: 961.120056
	Iteration 5F: 3 clusters Score -1820668 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -1822956.875000 Penalty: 961.120056
	Iteration 6F: 3 clusters Score -1822957 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -1824656.000000 Penalty: 961.120056
	Iteration 7F: 3 clusters Score -1824656 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -1825487.625000 Penalty: 961.120056
	Iteration 8Q: 3 clusters Score -1825488 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -1825842.000000 Penalty: 961.120056
	Iteration 9Q: 3 clusters Score -1825842 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -1826067.750000 Penalty: 961.120056
	Iteration 10Q: 3 clusters Score -1826068 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -1826223.750000 Penalty: 961.120056
	Iteration 11Q: 3 clusters Score -1826224 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -1826383.875000 Penalty: 961.120056
	Iteration 12Q: 3 clusters Score -1826384 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -1826537.625000 Penalty: 961.120056
	Iteration 13Q: 3 clusters Score -1826538 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1826660.875000 Penalty: 961.120056
	Iteration 14Q: 3 clusters Score -1826661 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -1826754.000000 Penalty: 961.120056
	Iteration 15Q: 3 clusters Score -1826754 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -1826843.625000 Penalty: 961.120056
	Iteration 16Q: 3 clusters Score -1826844 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -1826945.500000 Penalty: 961.120056
	Iteration 17Q: 3 clusters Score -1826946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -1827032.750000 Penalty: 961.120056
	Iteration 18Q: 3 clusters Score -1827033 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -1827103.875000 Penalty: 961.120056
	Iteration 19Q: 3 clusters Score -1827104 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -1827161.875000 Penalty: 961.120056
	Iteration 20F: 3 clusters Score -1827162 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -1827213.000000 Penalty: 961.120056
	Iteration 21Q: 3 clusters Score -1827213 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -1827257.125000 Penalty: 961.120056
	Iteration 22Q: 3 clusters Score -1827257 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -1827294.750000 Penalty: 961.120056
	Iteration 23Q: 3 clusters Score -1827295 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -1827331.000000 Penalty: 961.120056
	Iteration 24Q: 3 clusters Score -1827331 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -1827375.375000 Penalty: 961.120056
	Iteration 25Q: 3 clusters Score -1827375 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -1827416.375000 Penalty: 961.120056
	Iteration 26Q: 3 clusters Score -1827416 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -1827456.875000 Penalty: 961.120056
	Iteration 27Q: 3 clusters Score -1827457 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -1827491.375000 Penalty: 961.120056
	Iteration 28Q: 3 clusters Score -1827491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -1827521.250000 Penalty: 961.120056
	Iteration 29Q: 3 clusters Score -1827521 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -1827544.250000 Penalty: 961.120056
	Iteration 30Q: 3 clusters Score -1827544 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -1827571.250000 Penalty: 961.120056
	Iteration 31Q: 3 clusters Score -1827571 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -1827596.000000 Penalty: 961.120056
	Iteration 32Q: 3 clusters Score -1827596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -1827622.875000 Penalty: 961.120056
	Iteration 33Q: 3 clusters Score -1827623 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -1827646.375000 Penalty: 961.120056
	Iteration 34Q: 3 clusters Score -1827646 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -1827679.750000 Penalty: 961.120056
	Iteration 35Q: 3 clusters Score -1827680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -1827707.500000 Penalty: 961.120056
	Iteration 36Q: 3 clusters Score -1827708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -1827723.500000 Penalty: 961.120056
	Iteration 37Q: 3 clusters Score -1827724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -1827746.375000 Penalty: 961.120056
	Iteration 38Q: 3 clusters Score -1827746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -1827760.750000 Penalty: 961.120056
	Iteration 39Q: 3 clusters Score -1827761 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -1827786.125000 Penalty: 961.120056
	Iteration 40F: 3 clusters Score -1827786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -1827794.125000 Penalty: 961.120056
	Iteration 41Q: 3 clusters Score -1827794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -1827809.500000 Penalty: 961.120056
	Iteration 42Q: 3 clusters Score -1827810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -1827825.625000 Penalty: 961.120056
	Iteration 43Q: 3 clusters Score -1827826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -1827836.625000 Penalty: 961.120056
	Iteration 44Q: 3 clusters Score -1827837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -1827853.500000 Penalty: 961.120056
	Iteration 45Q: 3 clusters Score -1827854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -1827861.750000 Penalty: 961.120056
	Iteration 46Q: 3 clusters Score -1827862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -1827870.625000 Penalty: 961.120056
	Iteration 47Q: 3 clusters Score -1827871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -1827879.750000 Penalty: 961.120056
	Iteration 48Q: 3 clusters Score -1827880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -1827888.250000 Penalty: 961.120056
	Iteration 49Q: 3 clusters Score -1827888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -1827897.250000 Penalty: 961.120056
	Iteration 50Q: 3 clusters Score -1827897 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -1827914.875000 Penalty: 961.120056
	Iteration 51Q: 3 clusters Score -1827915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -1827929.375000 Penalty: 961.120056
	Iteration 52Q: 3 clusters Score -1827929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -1827945.375000 Penalty: 961.120056
	Iteration 53Q: 3 clusters Score -1827945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -1827961.625000 Penalty: 961.120056
	Iteration 54Q: 3 clusters Score -1827962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -1827963.625000 Penalty: 961.120056
	Iteration 55Q: 3 clusters Score -1827964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -1827971.750000 Penalty: 961.120056
	Iteration 56Q: 3 clusters Score -1827972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -1827979.250000 Penalty: 961.120056
	Iteration 57Q: 3 clusters Score -1827979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -1827985.375000 Penalty: 961.120056
	Iteration 58Q: 3 clusters Score -1827985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -1827992.000000 Penalty: 961.120056
	Iteration 59Q: 3 clusters Score -1827992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -1827996.000000 Penalty: 961.120056
	Iteration 60F: 3 clusters Score -1827996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -1828006.125000 Penalty: 961.120056
	Iteration 61Q: 3 clusters Score -1828006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -1828004.125000 Penalty: 961.120056
	Iteration 62Q: 3 clusters Score -1828004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -1828010.375000 Penalty: 961.120056
	Iteration 63Q: 3 clusters Score -1828010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1828008.750000 Penalty: 961.120056
	Iteration 64Q: 3 clusters Score -1828009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -1828010.000000 Penalty: 961.120056
	Iteration 65Q: 3 clusters Score -1828010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -1828013.000000 Penalty: 961.120056
	Iteration 66Q: 3 clusters Score -1828013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -1828018.500000 Penalty: 961.120056
	Iteration 67Q: 3 clusters Score -1828018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -1828025.625000 Penalty: 961.120056
	Iteration 68Q: 3 clusters Score -1828026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -1828026.625000 Penalty: 961.120056
	Iteration 69Q: 3 clusters Score -1828027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -1828031.875000 Penalty: 961.120056
	Iteration 70Q: 3 clusters Score -1828032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -1828031.625000 Penalty: 961.120056
	Iteration 71Q: 3 clusters Score -1828032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -1828035.750000 Penalty: 961.120056
	Iteration 72Q: 3 clusters Score -1828036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -1828034.125000 Penalty: 961.120056
	Iteration 73Q: 3 clusters Score -1828034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -1828039.000000 Penalty: 961.120056
	Iteration 74Q: 3 clusters Score -1828039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -1828038.750000 Penalty: 961.120056
	Iteration 75Q: 3 clusters Score -1828039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -1828037.750000 Penalty: 961.120056
	Iteration 76Q: 3 clusters Score -1828038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -1828039.750000 Penalty: 961.120056
	Iteration 77Q: 3 clusters Score -1828040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -1828043.125000 Penalty: 961.120056
	Iteration 78Q: 3 clusters Score -1828043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -1828039.000000 Penalty: 961.120056
	Iteration 79Q: 3 clusters Score -1828039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -1828037.875000 Penalty: 961.120056
	Iteration 80F: 3 clusters Score -1828038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -1828037.625000 Penalty: 961.120056
	Iteration 81Q: 3 clusters Score -1828038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -1828038.500000 Penalty: 961.120056
	Iteration 82Q: 3 clusters Score -1828038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -1828038.500000 Penalty: 961.120056
	Iteration 83F: 3 clusters Score -1828038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Entering Unmasked Estep 
Score: -2226427.750000 Penalty: 492.715698
	Iteration 0F: 2 clusters Score -2226428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2192745.000000 Penalty: 985.431396
	Iteration 0F: 3 clusters Score -2192745 nChanged 24196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2206685.250000 Penalty: 985.431396
	Iteration 1F: 3 clusters Score -2206685 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2207020.500000 Penalty: 985.431396
	Iteration 2Q: 3 clusters Score -2207020 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2207402.250000 Penalty: 985.431396
	Iteration 3Q: 3 clusters Score -2207402 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2207939.000000 Penalty: 985.431396
	Iteration 4Q: 3 clusters Score -2207939 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2208708.500000 Penalty: 985.431396
	Iteration 5Q: 3 clusters Score -2208708 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2209881.000000 Penalty: 985.431396
	Iteration 6Q: 3 clusters Score -2209881 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2211710.750000 Penalty: 985.431396
	Iteration 7F: 3 clusters Score -2211711 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2214149.750000 Penalty: 985.431396
	Iteration 8F: 3 clusters Score -2214150 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2216521.000000 Penalty: 985.431396
	Iteration 9F: 3 clusters Score -2216521 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2217996.750000 Penalty: 985.431396
	Iteration 10F: 3 clusters Score -2217997 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2218804.500000 Penalty: 985.431396
	Iteration 11Q: 3 clusters Score -2218804 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2219336.000000 Penalty: 985.431396
	Iteration 12Q: 3 clusters Score -2219336 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2219800.750000 Penalty: 985.431396
	Iteration 13Q: 3 clusters Score -2219801 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2220252.500000 Penalty: 985.431396
	Iteration 14Q: 3 clusters Score -2220252 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2220654.000000 Penalty: 985.431396
	Iteration 15Q: 3 clusters Score -2220654 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2221038.250000 Penalty: 985.431396
	Iteration 16Q: 3 clusters Score -2221038 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2221407.750000 Penalty: 985.431396
	Iteration 17Q: 3 clusters Score -2221408 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2221830.000000 Penalty: 985.431396
	Iteration 18Q: 3 clusters Score -2221830 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2222285.500000 Penalty: 985.431396
	Iteration 19Q: 3 clusters Score -2222286 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2222762.750000 Penalty: 985.431396
	Iteration 20F: 3 clusters Score -2222763 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2223241.750000 Penalty: 985.431396
	Iteration 21Q: 3 clusters Score -2223242 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2223681.750000 Penalty: 985.431396
	Iteration 22Q: 3 clusters Score -2223682 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2224083.250000 Penalty: 985.431396
	Iteration 23Q: 3 clusters Score -2224083 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2224438.750000 Penalty: 985.431396
	Iteration 24Q: 3 clusters Score -2224439 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2224761.000000 Penalty: 985.431396
	Iteration 25Q: 3 clusters Score -2224761 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2225009.500000 Penalty: 985.431396
	Iteration 26Q: 3 clusters Score -2225010 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2225213.750000 Penalty: 985.431396
	Iteration 27Q: 3 clusters Score -2225214 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2225358.500000 Penalty: 985.431396
	Iteration 28Q: 3 clusters Score -2225358 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2225485.500000 Penalty: 985.431396
	Iteration 29Q: 3 clusters Score -2225486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2225585.250000 Penalty: 985.431396
	Iteration 30Q: 3 clusters Score -2225585 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2225686.000000 Penalty: 985.431396
	Iteration 31Q: 3 clusters Score -2225686 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2225758.500000 Penalty: 985.431396
	Iteration 32Q: 3 clusters Score -2225758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2225817.500000 Penalty: 985.431396
	Iteration 33Q: 3 clusters Score -2225818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2225867.750000 Penalty: 985.431396
	Iteration 34Q: 3 clusters Score -2225868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2225904.000000 Penalty: 985.431396
	Iteration 35Q: 3 clusters Score -2225904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2225937.500000 Penalty: 985.431396
	Iteration 36Q: 3 clusters Score -2225938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2225959.500000 Penalty: 985.431396
	Iteration 37Q: 3 clusters Score -2225960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2225974.500000 Penalty: 985.431396
	Iteration 38Q: 3 clusters Score -2225974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2225996.250000 Penalty: 985.431396
	Iteration 39Q: 3 clusters Score -2225996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2226002.750000 Penalty: 985.431396
	Iteration 40F: 3 clusters Score -2226003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2226011.000000 Penalty: 985.431396
	Iteration 41Q: 3 clusters Score -2226011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2226018.750000 Penalty: 985.431396
	Iteration 42Q: 3 clusters Score -2226019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2226027.500000 Penalty: 985.431396
	Iteration 43Q: 3 clusters Score -2226028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2226031.500000 Penalty: 985.431396
	Iteration 44Q: 3 clusters Score -2226032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2226034.500000 Penalty: 985.431396
	Iteration 45Q: 3 clusters Score -2226034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2226035.750000 Penalty: 985.431396
	Iteration 46Q: 3 clusters Score -2226036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2226045.500000 Penalty: 985.431396
	Iteration 47Q: 3 clusters Score -2226046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2226044.500000 Penalty: 985.431396
	Iteration 48Q: 3 clusters Score -2226044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2226048.250000 Penalty: 985.431396
	Iteration 49Q: 3 clusters Score -2226048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2226047.000000 Penalty: 985.431396
	Iteration 50Q: 3 clusters Score -2226047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2226045.500000 Penalty: 985.431396
	Iteration 51Q: 3 clusters Score -2226046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2226053.000000 Penalty: 985.431396
	Iteration 52Q: 3 clusters Score -2226053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2226053.500000 Penalty: 985.431396
	Iteration 53Q: 3 clusters Score -2226054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2226060.500000 Penalty: 985.431396
	Iteration 54Q: 3 clusters Score -2226060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2226060.750000 Penalty: 985.431396
	Iteration 55Q: 3 clusters Score -2226061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2226062.500000 Penalty: 985.431396
	Iteration 56Q: 3 clusters Score -2226062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2226070.250000 Penalty: 985.431396
	Iteration 57Q: 3 clusters Score -2226070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2226070.500000 Penalty: 985.431396
	Iteration 58Q: 3 clusters Score -2226070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2226077.750000 Penalty: 985.431396
	Iteration 59Q: 3 clusters Score -2226078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2226076.250000 Penalty: 985.431396
	Iteration 60F: 3 clusters Score -2226076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2226079.250000 Penalty: 985.431396
	Iteration 61Q: 3 clusters Score -2226079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2226080.750000 Penalty: 985.431396
	Iteration 62Q: 3 clusters Score -2226081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2226083.000000 Penalty: 985.431396
	Iteration 63Q: 3 clusters Score -2226083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2226081.000000 Penalty: 985.431396
	Iteration 64Q: 3 clusters Score -2226081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2226081.750000 Penalty: 985.431396
	Iteration 65Q: 3 clusters Score -2226082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2226085.750000 Penalty: 985.431396
	Iteration 66Q: 3 clusters Score -2226086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2226089.250000 Penalty: 985.431396
	Iteration 67Q: 3 clusters Score -2226089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2226090.000000 Penalty: 985.431396
	Iteration 68Q: 3 clusters Score -2226090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2226088.750000 Penalty: 985.431396
	Iteration 69Q: 3 clusters Score -2226089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2226086.250000 Penalty: 985.431396
	Iteration 70Q: 3 clusters Score -2226086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2226086.750000 Penalty: 985.431396
	Iteration 71Q: 3 clusters Score -2226087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2226090.500000 Penalty: 985.431396
	Iteration 72Q: 3 clusters Score -2226090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2226093.500000 Penalty: 985.431396
	Iteration 73Q: 3 clusters Score -2226094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2226097.750000 Penalty: 985.431396
	Iteration 74Q: 3 clusters Score -2226098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2226095.750000 Penalty: 985.431396
	Iteration 75Q: 3 clusters Score -2226096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2226100.500000 Penalty: 985.431396
	Iteration 76Q: 3 clusters Score -2226100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2226101.250000 Penalty: 985.431396
	Iteration 77Q: 3 clusters Score -2226101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2226105.000000 Penalty: 985.431396
	Iteration 78Q: 3 clusters Score -2226105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2226104.750000 Penalty: 985.431396
	Iteration 79Q: 3 clusters Score -2226105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2226108.250000 Penalty: 985.431396
	Iteration 80F: 3 clusters Score -2226108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2226108.000000 Penalty: 985.431396
	Iteration 81Q: 3 clusters Score -2226108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2226108.000000 Penalty: 985.431396
	Iteration 82Q: 3 clusters Score -2226108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2226104.250000 Penalty: 985.431396
	Iteration 83Q: 3 clusters Score -2226104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2226107.250000 Penalty: 985.431396
	Iteration 84Q: 3 clusters Score -2226107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2226107.000000 Penalty: 985.431396
	Iteration 85Q: 3 clusters Score -2226107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2226107.000000 Penalty: 985.431396
	Iteration 86F: 3 clusters Score -2226107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -27255.908203 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -27255.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26695.070312 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -26695.07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26832.416016 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -26832.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26866.236328 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -26866.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26887.250000 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -26887.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26899.011719 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -26899.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26907.787109 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -26907.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26914.841797 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -26914.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26921.626953 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -26921.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26931.464844 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -26931.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26935.015625 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -26935.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26937.978516 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -26937.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26937.978516 Penalty: 581.816772
	Iteration 11F: 3 clusters Score -26937.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (100740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Entering Unmasked Estep 
Score: -4728496.000000 Penalty: 524.173584
	Iteration 0F: 2 clusters Score -4728496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -4660961.500000 Penalty: 1048.347168
	Iteration 0F: 3 clusters Score -4660962 nChanged 49402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -4690391.000000 Penalty: 1048.347168
	Iteration 1F: 3 clusters Score -4690391 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -4691559.500000 Penalty: 1048.347168
	Iteration 2Q: 3 clusters Score -4691560 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -4692937.500000 Penalty: 1048.347168
	Iteration 3Q: 3 clusters Score -4692938 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -4694642.500000 Penalty: 1048.347168
	Iteration 4Q: 3 clusters Score -4694642 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -4696903.000000 Penalty: 1048.347168
	Iteration 5Q: 3 clusters Score -4696903 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4699951.000000 Penalty: 1048.347168
	Iteration 6F: 3 clusters Score -4699951 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4703986.500000 Penalty: 1048.347168
	Iteration 7F: 3 clusters Score -4703986 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -4708422.500000 Penalty: 1048.347168
	Iteration 8F: 3 clusters Score -4708422 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4712479.000000 Penalty: 1048.347168
	Iteration 9F: 3 clusters Score -4712479 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4715701.500000 Penalty: 1048.347168
	Iteration 10Q: 3 clusters Score -4715702 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4717870.000000 Penalty: 1048.347168
	Iteration 11Q: 3 clusters Score -4717870 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -4719452.000000 Penalty: 1048.347168
	Iteration 12Q: 3 clusters Score -4719452 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4720868.000000 Penalty: 1048.347168
	Iteration 13Q: 3 clusters Score -4720868 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4722189.000000 Penalty: 1048.347168
	Iteration 14Q: 3 clusters Score -4722189 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4723522.000000 Penalty: 1048.347168
	Iteration 15Q: 3 clusters Score -4723522 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4724684.500000 Penalty: 1048.347168
	Iteration 16Q: 3 clusters Score -4724684 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4725663.000000 Penalty: 1048.347168
	Iteration 17Q: 3 clusters Score -4725663 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4726396.500000 Penalty: 1048.347168
	Iteration 18Q: 3 clusters Score -4726396 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4727006.000000 Penalty: 1048.347168
	Iteration 19Q: 3 clusters Score -4727006 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4727479.000000 Penalty: 1048.347168
	Iteration 20F: 3 clusters Score -4727479 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4727700.500000 Penalty: 1048.347168
	Iteration 21Q: 3 clusters Score -4727700 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4727851.500000 Penalty: 1048.347168
	Iteration 22Q: 3 clusters Score -4727852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4727958.000000 Penalty: 1048.347168
	Iteration 23Q: 3 clusters Score -4727958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100172 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4728019.500000 Penalty: 1048.347168
	Iteration 24Q: 3 clusters Score -4728020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4728063.500000 Penalty: 1048.347168
	Iteration 25Q: 3 clusters Score -4728064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4728088.000000 Penalty: 1048.347168
	Iteration 26Q: 3 clusters Score -4728088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4728101.000000 Penalty: 1048.347168
	Iteration 27Q: 3 clusters Score -4728101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4728113.500000 Penalty: 1048.347168
	Iteration 28Q: 3 clusters Score -4728114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4728123.500000 Penalty: 1048.347168
	Iteration 29Q: 3 clusters Score -4728124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4728130.500000 Penalty: 1048.347168
	Iteration 30Q: 3 clusters Score -4728130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4728139.500000 Penalty: 1048.347168
	Iteration 31Q: 3 clusters Score -4728140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4728146.500000 Penalty: 1048.347168
	Iteration 32Q: 3 clusters Score -4728146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4728135.500000 Penalty: 1048.347168
	Iteration 33Q: 3 clusters Score -4728136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4728141.500000 Penalty: 1048.347168
	Iteration 34Q: 3 clusters Score -4728142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4728143.000000 Penalty: 1048.347168
	Iteration 35Q: 3 clusters Score -4728143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4728143.000000 Penalty: 1048.347168
	Iteration 36F: 3 clusters Score -4728143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32525.640625 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32525.64 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32761.750000 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32761.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32820.851562 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32820.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32876.902344 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -32876.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32922.878906 Penalty: 610.546692
	Iteration 4F: 3 clusters Score -32922.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32957.269531 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32957.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32990.910156 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32990.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33015.687500 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -33015.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33025.285156 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -33025.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33034.460938 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -33034.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33035.691406 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -33035.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33035.691406 Penalty: 610.546692
	Iteration 11F: 3 clusters Score -33035.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -7627.785645 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -7627.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7338.398926 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7338.399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7394.879883 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7394.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7417.798340 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -7417.798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7462.911621 Penalty: 482.146881
	Iteration 3F: 3 clusters Score -7462.912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7485.672852 Penalty: 482.146881
	Iteration 4F: 3 clusters Score -7485.673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7512.306152 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7512.306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7552.570312 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7552.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7602.785156 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -7602.785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7642.012207 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -7642.012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7652.454102 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -7652.454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7655.051758 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -7655.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7656.820801 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -7656.821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7665.239746 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -7665.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7673.303223 Penalty: 482.146881
	Iteration 13Q: 3 clusters Score -7673.303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7674.943848 Penalty: 482.146881
	Iteration 14Q: 3 clusters Score -7674.944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7675.761719 Penalty: 482.146881
	Iteration 15Q: 3 clusters Score -7675.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7675.761719 Penalty: 482.146881
	Iteration 16F: 3 clusters Score -7675.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159903 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 49 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 151 members 
Mstep: Class 24 contains 143946 members 
Entering Unmasked Estep 
Score: -23229446.000000 Penalty: 14373.237305
Splitting cluster 21 changes total score from -23229678.000000 to -23229446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -19231.564453 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -19231.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18769.140625 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -18769.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18875.748047 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18875.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18909.080078 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18909.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18928.511719 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18928.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18941.886719 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -18941.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18950.619141 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18950.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18962.871094 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18962.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18976.796875 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -18976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18989.769531 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -18989.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19000.333984 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -19000.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19009.285156 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -19009.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19013.380859 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -19013.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19015.779297 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -19015.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19021.828125 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -19021.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19026.548828 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -19026.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19033.029297 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -19033.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19036.080078 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -19036.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19042.013672 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -19042.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19043.492188 Penalty: 552.856506
	Iteration 18Q: 3 clusters Score -19043.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19043.876953 Penalty: 552.856506
	Iteration 19Q: 3 clusters Score -19043.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19044.226562 Penalty: 552.856506
	Iteration 20F: 3 clusters Score -19044.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19046.009766 Penalty: 552.856506
	Iteration 21Q: 3 clusters Score -19046.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19048.210938 Penalty: 552.856506
	Iteration 22Q: 3 clusters Score -19048.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19049.443359 Penalty: 552.856506
	Iteration 23Q: 3 clusters Score -19049.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19050.884766 Penalty: 552.856506
	Iteration 24Q: 3 clusters Score -19050.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19051.074219 Penalty: 552.856506
	Iteration 25Q: 3 clusters Score -19051.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19051.572266 Penalty: 552.856506
	Iteration 26Q: 3 clusters Score -19051.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19052.091797 Penalty: 552.856506
	Iteration 27Q: 3 clusters Score -19052.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19052.091797 Penalty: 552.856506
	Iteration 28F: 3 clusters Score -19052.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (143946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Entering Unmasked Estep 
Score: -6753362.000000 Penalty: 540.412292
	Iteration 0F: 2 clusters Score -6753362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -6656476.000000 Penalty: 1080.824585
	Iteration 0F: 3 clusters Score -6656476 nChanged 70734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -6699479.000000 Penalty: 1080.824585
	Iteration 1F: 3 clusters Score -6699479 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -6702068.500000 Penalty: 1080.824585
	Iteration 2Q: 3 clusters Score -6702068 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -6706111.500000 Penalty: 1080.824585
	Iteration 3F: 3 clusters Score -6706112 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -6712472.000000 Penalty: 1080.824585
	Iteration 4F: 3 clusters Score -6712472 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -6720759.000000 Penalty: 1080.824585
	Iteration 5F: 3 clusters Score -6720759 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -6729610.000000 Penalty: 1080.824585
	Iteration 6F: 3 clusters Score -6729610 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -6735140.500000 Penalty: 1080.824585
	Iteration 7F: 3 clusters Score -6735140 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 81660 members 
Entering Unmasked Estep 
Score: -6737401.000000 Penalty: 1080.824585
	Iteration 8Q: 3 clusters Score -6737401 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -6738264.000000 Penalty: 1080.824585
	Iteration 9Q: 3 clusters Score -6738264 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -6738743.000000 Penalty: 1080.824585
	Iteration 10Q: 3 clusters Score -6738743 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -6739202.500000 Penalty: 1080.824585
	Iteration 11Q: 3 clusters Score -6739202 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -6739599.500000 Penalty: 1080.824585
	Iteration 12Q: 3 clusters Score -6739600 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -6740042.500000 Penalty: 1080.824585
	Iteration 13Q: 3 clusters Score -6740042 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -6740493.000000 Penalty: 1080.824585
	Iteration 14Q: 3 clusters Score -6740493 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -6740827.500000 Penalty: 1080.824585
	Iteration 15Q: 3 clusters Score -6740828 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -6741237.500000 Penalty: 1080.824585
	Iteration 16Q: 3 clusters Score -6741238 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -6741693.500000 Penalty: 1080.824585
	Iteration 17Q: 3 clusters Score -6741694 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -6742113.000000 Penalty: 1080.824585
	Iteration 18Q: 3 clusters Score -6742113 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -6742549.500000 Penalty: 1080.824585
	Iteration 19Q: 3 clusters Score -6742550 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -6742955.000000 Penalty: 1080.824585
	Iteration 20F: 3 clusters Score -6742955 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -6743236.500000 Penalty: 1080.824585
	Iteration 21Q: 3 clusters Score -6743236 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -6743449.000000 Penalty: 1080.824585
	Iteration 22Q: 3 clusters Score -6743449 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -6743609.500000 Penalty: 1080.824585
	Iteration 23Q: 3 clusters Score -6743610 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -6743753.500000 Penalty: 1080.824585
	Iteration 24Q: 3 clusters Score -6743754 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -6743835.500000 Penalty: 1080.824585
	Iteration 25Q: 3 clusters Score -6743836 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -6743904.500000 Penalty: 1080.824585
	Iteration 26Q: 3 clusters Score -6743904 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -6743949.000000 Penalty: 1080.824585
	Iteration 27Q: 3 clusters Score -6743949 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -6743982.500000 Penalty: 1080.824585
	Iteration 28Q: 3 clusters Score -6743982 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -6744052.000000 Penalty: 1080.824585
	Iteration 29Q: 3 clusters Score -6744052 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -6744122.500000 Penalty: 1080.824585
	Iteration 30Q: 3 clusters Score -6744122 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -6744115.500000 Penalty: 1080.824585
	Iteration 31Q: 3 clusters Score -6744116 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -6744136.000000 Penalty: 1080.824585
	Iteration 32Q: 3 clusters Score -6744136 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -6744143.500000 Penalty: 1080.824585
	Iteration 33Q: 3 clusters Score -6744144 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -6744136.500000 Penalty: 1080.824585
	Iteration 34Q: 3 clusters Score -6744136 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -6744136.500000 Penalty: 1080.824585
	Iteration 35Q: 3 clusters Score -6744136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 86437 members 
Entering Unmasked Estep 
Score: -6744140.500000 Penalty: 1080.824585
	Iteration 36Q: 3 clusters Score -6744140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -6744116.000000 Penalty: 1080.824585
	Iteration 37Q: 3 clusters Score -6744116 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -6744101.000000 Penalty: 1080.824585
	Iteration 38Q: 3 clusters Score -6744101 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -6744111.000000 Penalty: 1080.824585
	Iteration 39Q: 3 clusters Score -6744111 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -6744120.000000 Penalty: 1080.824585
	Iteration 40F: 3 clusters Score -6744120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -6744117.500000 Penalty: 1080.824585
	Iteration 41Q: 3 clusters Score -6744118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -6744128.500000 Penalty: 1080.824585
	Iteration 42Q: 3 clusters Score -6744128 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -6744135.000000 Penalty: 1080.824585
	Iteration 43Q: 3 clusters Score -6744135 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -6744121.000000 Penalty: 1080.824585
	Iteration 44Q: 3 clusters Score -6744121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -6744104.000000 Penalty: 1080.824585
	Iteration 45Q: 3 clusters Score -6744104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -6744106.500000 Penalty: 1080.824585
	Iteration 46Q: 3 clusters Score -6744106 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -6744120.000000 Penalty: 1080.824585
	Iteration 47Q: 3 clusters Score -6744120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -6744139.000000 Penalty: 1080.824585
	Iteration 48Q: 3 clusters Score -6744139 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -6744149.000000 Penalty: 1080.824585
	Iteration 49Q: 3 clusters Score -6744149 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -6744147.500000 Penalty: 1080.824585
	Iteration 50Q: 3 clusters Score -6744148 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -6744147.000000 Penalty: 1080.824585
	Iteration 51Q: 3 clusters Score -6744147 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -6744184.500000 Penalty: 1080.824585
	Iteration 52Q: 3 clusters Score -6744184 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -6744207.000000 Penalty: 1080.824585
	Iteration 53Q: 3 clusters Score -6744207 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -6744234.000000 Penalty: 1080.824585
	Iteration 54Q: 3 clusters Score -6744234 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
Score: -6744235.500000 Penalty: 1080.824585
	Iteration 55Q: 3 clusters Score -6744236 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -6744237.000000 Penalty: 1080.824585
	Iteration 56Q: 3 clusters Score -6744237 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -6744245.500000 Penalty: 1080.824585
	Iteration 57Q: 3 clusters Score -6744246 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -6744272.000000 Penalty: 1080.824585
	Iteration 58Q: 3 clusters Score -6744272 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -6744275.000000 Penalty: 1080.824585
	Iteration 59Q: 3 clusters Score -6744275 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -6744246.000000 Penalty: 1080.824585
	Iteration 60F: 3 clusters Score -6744246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -6744239.500000 Penalty: 1080.824585
	Iteration 61Q: 3 clusters Score -6744240 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -6744264.500000 Penalty: 1080.824585
	Iteration 62Q: 3 clusters Score -6744264 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -6744309.000000 Penalty: 1080.824585
	Iteration 63Q: 3 clusters Score -6744309 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -6744308.500000 Penalty: 1080.824585
	Iteration 64Q: 3 clusters Score -6744308 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -6744300.000000 Penalty: 1080.824585
	Iteration 65Q: 3 clusters Score -6744300 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 94876 members 
Entering Unmasked Estep 
Score: -6744347.500000 Penalty: 1080.824585
	Iteration 66Q: 3 clusters Score -6744348 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -6744333.000000 Penalty: 1080.824585
	Iteration 67Q: 3 clusters Score -6744333 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -6744333.000000 Penalty: 1080.824585
	Iteration 68Q: 3 clusters Score -6744333 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -6744326.500000 Penalty: 1080.824585
	Iteration 69Q: 3 clusters Score -6744326 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -6744342.000000 Penalty: 1080.824585
	Iteration 70Q: 3 clusters Score -6744342 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 96649 members 
Entering Unmasked Estep 
Score: -6744359.500000 Penalty: 1080.824585
	Iteration 71Q: 3 clusters Score -6744360 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -6744386.500000 Penalty: 1080.824585
	Iteration 72Q: 3 clusters Score -6744386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -6744409.500000 Penalty: 1080.824585
	Iteration 73Q: 3 clusters Score -6744410 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -6744429.500000 Penalty: 1080.824585
	Iteration 74Q: 3 clusters Score -6744430 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -6744467.000000 Penalty: 1080.824585
	Iteration 75Q: 3 clusters Score -6744467 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -6744462.000000 Penalty: 1080.824585
	Iteration 76Q: 3 clusters Score -6744462 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -6744512.500000 Penalty: 1080.824585
	Iteration 77Q: 3 clusters Score -6744512 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -6744551.500000 Penalty: 1080.824585
	Iteration 78Q: 3 clusters Score -6744552 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -6744563.500000 Penalty: 1080.824585
	Iteration 79Q: 3 clusters Score -6744564 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -6744589.500000 Penalty: 1080.824585
	Iteration 80F: 3 clusters Score -6744590 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -6744651.000000 Penalty: 1080.824585
	Iteration 81Q: 3 clusters Score -6744651 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -6744653.000000 Penalty: 1080.824585
	Iteration 82Q: 3 clusters Score -6744653 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 101943 members 
Entering Unmasked Estep 
Score: -6744675.500000 Penalty: 1080.824585
	Iteration 83Q: 3 clusters Score -6744676 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -6744713.000000 Penalty: 1080.824585
	Iteration 84Q: 3 clusters Score -6744713 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -6744727.000000 Penalty: 1080.824585
	Iteration 85Q: 3 clusters Score -6744727 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -6744764.500000 Penalty: 1080.824585
	Iteration 86Q: 3 clusters Score -6744764 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 103864 members 
Entering Unmasked Estep 
Score: -6744799.500000 Penalty: 1080.824585
	Iteration 87Q: 3 clusters Score -6744800 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -6744876.000000 Penalty: 1080.824585
	Iteration 88Q: 3 clusters Score -6744876 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 104897 members 
Entering Unmasked Estep 
Score: -6744888.000000 Penalty: 1080.824585
	Iteration 89Q: 3 clusters Score -6744888 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -6744889.500000 Penalty: 1080.824585
	Iteration 90Q: 3 clusters Score -6744890 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -6744904.000000 Penalty: 1080.824585
	Iteration 91Q: 3 clusters Score -6744904 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -6744939.000000 Penalty: 1080.824585
	Iteration 92Q: 3 clusters Score -6744939 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -6744979.500000 Penalty: 1080.824585
	Iteration 93Q: 3 clusters Score -6744980 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -6745055.500000 Penalty: 1080.824585
	Iteration 94Q: 3 clusters Score -6745056 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -6745108.500000 Penalty: 1080.824585
	Iteration 95Q: 3 clusters Score -6745108 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -6745143.000000 Penalty: 1080.824585
	Iteration 96Q: 3 clusters Score -6745143 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 109694 members 
Entering Unmasked Estep 
Score: -6745238.500000 Penalty: 1080.824585
	Iteration 97Q: 3 clusters Score -6745238 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -6745320.000000 Penalty: 1080.824585
	Iteration 98Q: 3 clusters Score -6745320 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -6745409.500000 Penalty: 1080.824585
	Iteration 99Q: 3 clusters Score -6745410 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -6745457.500000 Penalty: 1080.824585
	Iteration 100F: 3 clusters Score -6745458 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -6745531.500000 Penalty: 1080.824585
	Iteration 101Q: 3 clusters Score -6745532 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 113372 members 
Entering Unmasked Estep 
Score: -6745609.000000 Penalty: 1080.824585
	Iteration 102Q: 3 clusters Score -6745609 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -6745683.000000 Penalty: 1080.824585
	Iteration 103Q: 3 clusters Score -6745683 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 114858 members 
Entering Unmasked Estep 
Score: -6745772.500000 Penalty: 1080.824585
	Iteration 104Q: 3 clusters Score -6745772 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -6745842.500000 Penalty: 1080.824585
	Iteration 105Q: 3 clusters Score -6745842 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -6745958.000000 Penalty: 1080.824585
	Iteration 106Q: 3 clusters Score -6745958 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -6746052.000000 Penalty: 1080.824585
	Iteration 107Q: 3 clusters Score -6746052 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 118399 members 
Entering Unmasked Estep 
Score: -6746235.500000 Penalty: 1080.824585
	Iteration 108Q: 3 clusters Score -6746236 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -6746393.500000 Penalty: 1080.824585
	Iteration 109Q: 3 clusters Score -6746394 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 120283 members 
Entering Unmasked Estep 
Score: -6746544.000000 Penalty: 1080.824585
	Iteration 110Q: 3 clusters Score -6746544 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -6746710.000000 Penalty: 1080.824585
	Iteration 111Q: 3 clusters Score -6746710 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -6746866.500000 Penalty: 1080.824585
	Iteration 112Q: 3 clusters Score -6746866 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -6747151.500000 Penalty: 1080.824585
	Iteration 113Q: 3 clusters Score -6747152 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -6747392.500000 Penalty: 1080.824585
	Iteration 114Q: 3 clusters Score -6747392 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -6747685.500000 Penalty: 1080.824585
	Iteration 115Q: 3 clusters Score -6747686 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -6748082.000000 Penalty: 1080.824585
	Iteration 116Q: 3 clusters Score -6748082 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 128648 members 
Entering Unmasked Estep 
Score: -6748517.000000 Penalty: 1080.824585
	Iteration 117Q: 3 clusters Score -6748517 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -6748995.500000 Penalty: 1080.824585
	Iteration 118Q: 3 clusters Score -6748996 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -6749549.500000 Penalty: 1080.824585
	Iteration 119Q: 3 clusters Score -6749550 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -6750128.000000 Penalty: 1080.824585
	Iteration 120F: 3 clusters Score -6750128 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 134427 members 
Entering Unmasked Estep 
Score: -6750733.000000 Penalty: 1080.824585
	Iteration 121Q: 3 clusters Score -6750733 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 135763 members 
Entering Unmasked Estep 
Score: -6751246.000000 Penalty: 1080.824585
	Iteration 122Q: 3 clusters Score -6751246 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 136973 members 
Entering Unmasked Estep 
Score: -6751726.000000 Penalty: 1080.824585
	Iteration 123Q: 3 clusters Score -6751726 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -6752153.500000 Penalty: 1080.824585
	Iteration 124Q: 3 clusters Score -6752154 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 138897 members 
Entering Unmasked Estep 
Score: -6752498.500000 Penalty: 1080.824585
	Iteration 125Q: 3 clusters Score -6752498 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 139621 members 
Entering Unmasked Estep 
Score: -6752792.000000 Penalty: 1080.824585
	Iteration 126Q: 3 clusters Score -6752792 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -6752934.500000 Penalty: 1080.824585
	Iteration 127Q: 3 clusters Score -6752934 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 140628 members 
Entering Unmasked Estep 
Score: -6753059.500000 Penalty: 1080.824585
	Iteration 128Q: 3 clusters Score -6753060 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -6753147.500000 Penalty: 1080.824585
	Iteration 129Q: 3 clusters Score -6753148 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 141321 members 
Entering Unmasked Estep 
Score: -6753215.000000 Penalty: 1080.824585
	Iteration 130Q: 3 clusters Score -6753215 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 141557 members 
Entering Unmasked Estep 
Score: -6753269.000000 Penalty: 1080.824585
	Iteration 131Q: 3 clusters Score -6753269 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -6753299.500000 Penalty: 1080.824585
	Iteration 132Q: 3 clusters Score -6753300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -6753358.500000 Penalty: 1080.824585
	Iteration 133Q: 3 clusters Score -6753358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 142041 members 
Entering Unmasked Estep 
Score: -6753406.000000 Penalty: 1080.824585
	Iteration 134Q: 3 clusters Score -6753406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 142153 members 
Entering Unmasked Estep 
Score: -6753437.000000 Penalty: 1080.824585
	Iteration 135Q: 3 clusters Score -6753437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 142245 members 
Entering Unmasked Estep 
Score: -6753460.000000 Penalty: 1080.824585
	Iteration 136Q: 3 clusters Score -6753460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -6753453.500000 Penalty: 1080.824585
	Iteration 137Q: 3 clusters Score -6753454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -6753446.000000 Penalty: 1080.824585
	Iteration 138Q: 3 clusters Score -6753446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 142440 members 
Entering Unmasked Estep 
Score: -6753454.500000 Penalty: 1080.824585
	Iteration 139Q: 3 clusters Score -6753454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 142482 members 
Entering Unmasked Estep 
Score: -6753446.000000 Penalty: 1080.824585
	Iteration 140F: 3 clusters Score -6753446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 142522 members 
Entering Unmasked Estep 
Score: -6753438.500000 Penalty: 1080.824585
	Iteration 141Q: 3 clusters Score -6753438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 142553 members 
Entering Unmasked Estep 
Score: -6753441.000000 Penalty: 1080.824585
	Iteration 142Q: 3 clusters Score -6753441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 142586 members 
Entering Unmasked Estep 
Score: -6753441.000000 Penalty: 1080.824585
	Iteration 143Q: 3 clusters Score -6753441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -6753442.000000 Penalty: 1080.824585
	Iteration 144Q: 3 clusters Score -6753442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -6753441.500000 Penalty: 1080.824585
	Iteration 145Q: 3 clusters Score -6753442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -6753437.500000 Penalty: 1080.824585
	Iteration 146Q: 3 clusters Score -6753438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 142679 members 
Entering Unmasked Estep 
Score: -6753444.000000 Penalty: 1080.824585
	Iteration 147Q: 3 clusters Score -6753444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -6753444.500000 Penalty: 1080.824585
	Iteration 148Q: 3 clusters Score -6753444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 142723 members 
Entering Unmasked Estep 
Score: -6753446.500000 Penalty: 1080.824585
	Iteration 149Q: 3 clusters Score -6753446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -6753461.000000 Penalty: 1080.824585
	Iteration 150Q: 3 clusters Score -6753461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -6753458.500000 Penalty: 1080.824585
	Iteration 151Q: 3 clusters Score -6753458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 142767 members 
Entering Unmasked Estep 
Score: -6753460.500000 Penalty: 1080.824585
	Iteration 152Q: 3 clusters Score -6753460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 142776 members 
Entering Unmasked Estep 
Score: -6753468.000000 Penalty: 1080.824585
	Iteration 153Q: 3 clusters Score -6753468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 142787 members 
Entering Unmasked Estep 
Score: -6753471.500000 Penalty: 1080.824585
	Iteration 154Q: 3 clusters Score -6753472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 142793 members 
Entering Unmasked Estep 
Score: -6753476.500000 Penalty: 1080.824585
	Iteration 155Q: 3 clusters Score -6753476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -6753470.000000 Penalty: 1080.824585
	Iteration 156Q: 3 clusters Score -6753470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -6753475.500000 Penalty: 1080.824585
	Iteration 157Q: 3 clusters Score -6753476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 142802 members 
Entering Unmasked Estep 
Score: -6753473.500000 Penalty: 1080.824585
	Iteration 158Q: 3 clusters Score -6753474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -6753477.000000 Penalty: 1080.824585
	Iteration 159Q: 3 clusters Score -6753477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -6753478.000000 Penalty: 1080.824585
	Iteration 160F: 3 clusters Score -6753478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -6753486.000000 Penalty: 1080.824585
	Iteration 161Q: 3 clusters Score -6753486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -6753484.000000 Penalty: 1080.824585
	Iteration 162Q: 3 clusters Score -6753484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 142830 members 
Entering Unmasked Estep 
Score: -6753484.000000 Penalty: 1080.824585
	Iteration 163Q: 3 clusters Score -6753484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -6753486.500000 Penalty: 1080.824585
	Iteration 164Q: 3 clusters Score -6753486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -6753480.500000 Penalty: 1080.824585
	Iteration 165Q: 3 clusters Score -6753480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -6753477.000000 Penalty: 1080.824585
	Iteration 166Q: 3 clusters Score -6753477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -6753478.000000 Penalty: 1080.824585
	Iteration 167Q: 3 clusters Score -6753478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -6753479.500000 Penalty: 1080.824585
	Iteration 168Q: 3 clusters Score -6753480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 142857 members 
Entering Unmasked Estep 
Score: -6753477.500000 Penalty: 1080.824585
	Iteration 169Q: 3 clusters Score -6753478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 142862 members 
Entering Unmasked Estep 
Score: -6753476.000000 Penalty: 1080.824585
	Iteration 170Q: 3 clusters Score -6753476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 142866 members 
Entering Unmasked Estep 
Score: -6753483.000000 Penalty: 1080.824585
	Iteration 171Q: 3 clusters Score -6753483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -6753479.000000 Penalty: 1080.824585
	Iteration 172Q: 3 clusters Score -6753479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -6753481.000000 Penalty: 1080.824585
	Iteration 173Q: 3 clusters Score -6753481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 142872 members 
Entering Unmasked Estep 
Score: -6753479.000000 Penalty: 1080.824585
	Iteration 174Q: 3 clusters Score -6753479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -6753474.500000 Penalty: 1080.824585
	Iteration 175Q: 3 clusters Score -6753474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 142872 members 
Entering Unmasked Estep 
Score: -6753477.500000 Penalty: 1080.824585
	Iteration 176Q: 3 clusters Score -6753478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -6753481.500000 Penalty: 1080.824585
	Iteration 177Q: 3 clusters Score -6753482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -6753484.500000 Penalty: 1080.824585
	Iteration 178Q: 3 clusters Score -6753484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -6753484.500000 Penalty: 1080.824585
	Iteration 179F: 3 clusters Score -6753484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159903 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 142875 members 
Mstep: Class 24 contains 1071 members 
Entering Unmasked Estep 
Score: -23229792.000000 Penalty: 14373.237305
Splitting cluster 24 changes total score from -23229678.000000 to -23229792.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159903 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 19 contains 100740 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 24 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23229984.000000 Penalty: 14373.237305
Iteration 119Q: 25 clusters Score -2.322998e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160240 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38590 members 
Mstep: Class 16 contains 50375 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 100766 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 142475 members 
Mstep: Class 24 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230200.000000 Penalty: 14373.237305
Iteration 120F: 25 clusters Score -2.32302e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160448 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38553 members 
Mstep: Class 16 contains 50267 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 100748 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142300 members 
Mstep: Class 24 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230330.000000 Penalty: 14373.237305
Iteration 121Q: 25 clusters Score -2.323033e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160604 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38486 members 
Mstep: Class 16 contains 50183 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 100707 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142262 members 
Mstep: Class 24 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230342.000000 Penalty: 14373.237305
Iteration 122Q: 25 clusters Score -2.323034e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7958 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160705 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38437 members 
Mstep: Class 16 contains 50104 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 100658 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142283 members 
Mstep: Class 24 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230300.000000 Penalty: 14373.237305
Iteration 123Q: 25 clusters Score -2.32303e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160745 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38376 members 
Mstep: Class 16 contains 50037 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 100609 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142384 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230318.000000 Penalty: 14373.237305
Iteration 124Q: 25 clusters Score -2.323032e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160720 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38331 members 
Mstep: Class 16 contains 49984 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 100553 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142518 members 
Mstep: Class 24 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230378.000000 Penalty: 14373.237305
Iteration 125Q: 25 clusters Score -2.323038e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160644 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38285 members 
Mstep: Class 16 contains 49943 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 100514 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142690 members 
Mstep: Class 24 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230320.000000 Penalty: 14373.237305
Iteration 126Q: 25 clusters Score -2.323032e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160551 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38255 members 
Mstep: Class 16 contains 49925 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 100466 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 142855 members 
Mstep: Class 24 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230278.000000 Penalty: 14373.237305
Iteration 127Q: 25 clusters Score -2.323028e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 2605 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160412 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38227 members 
Mstep: Class 16 contains 49916 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 100430 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143040 members 
Mstep: Class 24 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230294.000000 Penalty: 14373.237305
Iteration 128Q: 25 clusters Score -2.323029e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160242 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38211 members 
Mstep: Class 16 contains 49925 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 100399 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143209 members 
Mstep: Class 24 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230248.000000 Penalty: 14373.237305
Iteration 129Q: 25 clusters Score -2.323025e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 160025 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38194 members 
Mstep: Class 16 contains 49928 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 953 members 
Mstep: Class 19 contains 100379 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143423 members 
Mstep: Class 24 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230224.000000 Penalty: 14373.237305
Iteration 130Q: 25 clusters Score -2.323022e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159819 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38172 members 
Mstep: Class 16 contains 49925 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 100355 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143646 members 
Mstep: Class 24 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230242.000000 Penalty: 14373.237305
Iteration 131Q: 25 clusters Score -2.323024e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159663 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38139 members 
Mstep: Class 16 contains 49928 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 19 contains 100329 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143824 members 
Mstep: Class 24 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230200.000000 Penalty: 14373.237305
Iteration 132Q: 25 clusters Score -2.32302e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159544 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38102 members 
Mstep: Class 16 contains 49918 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 19 contains 100295 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 143991 members 
Mstep: Class 24 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230194.000000 Penalty: 14373.237305
Iteration 133Q: 25 clusters Score -2.323019e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159415 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38065 members 
Mstep: Class 16 contains 49909 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 100268 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144152 members 
Mstep: Class 24 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230230.000000 Penalty: 14373.237305
Iteration 134Q: 25 clusters Score -2.323023e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159317 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 38037 members 
Mstep: Class 16 contains 49891 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 100235 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144288 members 
Mstep: Class 24 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230246.000000 Penalty: 14373.237305
Iteration 135Q: 25 clusters Score -2.323025e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159239 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37992 members 
Mstep: Class 16 contains 49883 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 100215 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144412 members 
Mstep: Class 24 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230290.000000 Penalty: 14373.237305
Iteration 136Q: 25 clusters Score -2.323029e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159199 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 49871 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 100184 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144511 members 
Mstep: Class 24 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230302.000000 Penalty: 14373.237305
Iteration 137Q: 25 clusters Score -2.32303e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159171 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37933 members 
Mstep: Class 16 contains 49849 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 100157 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144593 members 
Mstep: Class 24 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230298.000000 Penalty: 14373.237305
Iteration 138Q: 25 clusters Score -2.32303e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159135 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37923 members 
Mstep: Class 16 contains 49838 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 983 members 
Mstep: Class 19 contains 100134 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144636 members 
Mstep: Class 24 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230378.000000 Penalty: 14373.237305
Iteration 139Q: 25 clusters Score -2.323038e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159128 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37900 members 
Mstep: Class 16 contains 49826 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 990 members 
Mstep: Class 19 contains 100101 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144672 members 
Mstep: Class 24 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230382.000000 Penalty: 14373.237305
Iteration 140F: 25 clusters Score -2.323038e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159152 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37874 members 
Mstep: Class 16 contains 49809 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 100072 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144682 members 
Mstep: Class 24 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230384.000000 Penalty: 14373.237305
Iteration 141Q: 25 clusters Score -2.323038e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159176 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37857 members 
Mstep: Class 16 contains 49802 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1001 members 
Mstep: Class 19 contains 100041 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144672 members 
Mstep: Class 24 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230430.000000 Penalty: 14373.237305
Iteration 142Q: 25 clusters Score -2.323043e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159212 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 49788 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 99993 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144682 members 
Mstep: Class 24 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230454.000000 Penalty: 14373.237305
Iteration 143Q: 25 clusters Score -2.323045e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159247 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37806 members 
Mstep: Class 16 contains 49786 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1021 members 
Mstep: Class 19 contains 99954 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144689 members 
Mstep: Class 24 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230424.000000 Penalty: 14373.237305
Iteration 144Q: 25 clusters Score -2.323042e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159271 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37782 members 
Mstep: Class 16 contains 49790 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 99911 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144701 members 
Mstep: Class 24 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230388.000000 Penalty: 14373.237305
Iteration 145Q: 25 clusters Score -2.323039e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 2458 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159307 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37751 members 
Mstep: Class 16 contains 49789 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 99874 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144718 members 
Mstep: Class 24 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230366.000000 Penalty: 14373.237305
Iteration 146Q: 25 clusters Score -2.323037e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159302 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37727 members 
Mstep: Class 16 contains 49800 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 99839 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144744 members 
Mstep: Class 24 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230440.000000 Penalty: 14373.237305
Iteration 147Q: 25 clusters Score -2.323044e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37706 members 
Mstep: Class 16 contains 49804 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 99804 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144764 members 
Mstep: Class 24 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230436.000000 Penalty: 14373.237305
Iteration 148Q: 25 clusters Score -2.323044e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159293 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37683 members 
Mstep: Class 16 contains 49810 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 99781 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144794 members 
Mstep: Class 24 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230464.000000 Penalty: 14373.237305
Iteration 149Q: 25 clusters Score -2.323046e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2423 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159280 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37662 members 
Mstep: Class 16 contains 49801 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 99756 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144837 members 
Mstep: Class 24 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230450.000000 Penalty: 14373.237305
Iteration 150Q: 25 clusters Score -2.323045e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159250 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37645 members 
Mstep: Class 16 contains 49789 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 99737 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144891 members 
Mstep: Class 24 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230436.000000 Penalty: 14373.237305
Iteration 151Q: 25 clusters Score -2.323044e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7999 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159217 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37632 members 
Mstep: Class 16 contains 49772 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 99722 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 144956 members 
Mstep: Class 24 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230460.000000 Penalty: 14373.237305
Iteration 152Q: 25 clusters Score -2.323046e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8004 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159188 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 49753 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 99703 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145013 members 
Mstep: Class 24 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230438.000000 Penalty: 14373.237305
Iteration 153Q: 25 clusters Score -2.323044e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8007 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159182 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37604 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1132 members 
Mstep: Class 19 contains 99685 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145061 members 
Mstep: Class 24 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230466.000000 Penalty: 14373.237305
Iteration 154Q: 25 clusters Score -2.323047e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2391 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159187 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37586 members 
Mstep: Class 16 contains 49712 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 99674 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145095 members 
Mstep: Class 24 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230470.000000 Penalty: 14373.237305
Iteration 155Q: 25 clusters Score -2.323047e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159164 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37574 members 
Mstep: Class 16 contains 49713 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 99666 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145126 members 
Mstep: Class 24 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230494.000000 Penalty: 14373.237305
Iteration 156Q: 25 clusters Score -2.323049e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159141 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37569 members 
Mstep: Class 16 contains 49713 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 99655 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145143 members 
Mstep: Class 24 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230566.000000 Penalty: 14373.237305
Iteration 157Q: 25 clusters Score -2.323057e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 8013 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159099 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37564 members 
Mstep: Class 16 contains 49721 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 99649 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145167 members 
Mstep: Class 24 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23230616.000000 Penalty: 14373.237305
Iteration 158Q: 25 clusters Score -2.323062e+07 nChanged 187
Entering ConstructFrom: 
Score: -23230616.000000 Penalty: 14373.237305
Entering ConstructFrom: 
Trying to split cluster 1 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -153433.515625 Penalty: 373.287720
	Iteration 0F: 2 clusters Score -153433.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -150905.812500 Penalty: 746.575439
	Iteration 0F: 3 clusters Score -150905.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -151778.453125 Penalty: 746.575439
	Iteration 1F: 3 clusters Score -151778.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -151943.406250 Penalty: 746.575439
	Iteration 2F: 3 clusters Score -151943.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -152156.296875 Penalty: 746.575439
	Iteration 3F: 3 clusters Score -152156.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -152356.578125 Penalty: 746.575439
	Iteration 4F: 3 clusters Score -152356.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -152582.796875 Penalty: 746.575439
	Iteration 5F: 3 clusters Score -152582.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152782.453125 Penalty: 746.575439
	Iteration 6Q: 3 clusters Score -152782.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152874.171875 Penalty: 746.575439
	Iteration 7Q: 3 clusters Score -152874.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152910.421875 Penalty: 746.575439
	Iteration 8Q: 3 clusters Score -152910.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152934.296875 Penalty: 746.575439
	Iteration 9Q: 3 clusters Score -152934.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152952.109375 Penalty: 746.575439
	Iteration 10Q: 3 clusters Score -152952.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152970.531250 Penalty: 746.575439
	Iteration 11Q: 3 clusters Score -152970.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152983.578125 Penalty: 746.575439
	Iteration 12Q: 3 clusters Score -152983.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152995.187500 Penalty: 746.575439
	Iteration 13Q: 3 clusters Score -152995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -153005.125000 Penalty: 746.575439
	Iteration 14Q: 3 clusters Score -153005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -153018.109375 Penalty: 746.575439
	Iteration 15Q: 3 clusters Score -153018.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153031.015625 Penalty: 746.575439
	Iteration 16Q: 3 clusters Score -153031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153041.875000 Penalty: 746.575439
	Iteration 17Q: 3 clusters Score -153041.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -153047.031250 Penalty: 746.575439
	Iteration 18Q: 3 clusters Score -153047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153050.906250 Penalty: 746.575439
	Iteration 19Q: 3 clusters Score -153050.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -153058.109375 Penalty: 746.575439
	Iteration 20F: 3 clusters Score -153058.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -153065.875000 Penalty: 746.575439
	Iteration 21Q: 3 clusters Score -153065.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -153072.734375 Penalty: 746.575439
	Iteration 22Q: 3 clusters Score -153072.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -153081.390625 Penalty: 746.575439
	Iteration 23Q: 3 clusters Score -153081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -153085.640625 Penalty: 746.575439
	Iteration 24Q: 3 clusters Score -153085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -153091.015625 Penalty: 746.575439
	Iteration 25Q: 3 clusters Score -153091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -153095.593750 Penalty: 746.575439
	Iteration 26Q: 3 clusters Score -153095.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -153101.640625 Penalty: 746.575439
	Iteration 27Q: 3 clusters Score -153101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -153106.531250 Penalty: 746.575439
	Iteration 28Q: 3 clusters Score -153106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -153109.343750 Penalty: 746.575439
	Iteration 29Q: 3 clusters Score -153109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -153111.625000 Penalty: 746.575439
	Iteration 30Q: 3 clusters Score -153111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -153114.578125 Penalty: 746.575439
	Iteration 31Q: 3 clusters Score -153114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -153118.062500 Penalty: 746.575439
	Iteration 32Q: 3 clusters Score -153118.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -153119.750000 Penalty: 746.575439
	Iteration 33Q: 3 clusters Score -153119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -153121.609375 Penalty: 746.575439
	Iteration 34Q: 3 clusters Score -153121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -153124.609375 Penalty: 746.575439
	Iteration 35Q: 3 clusters Score -153124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -153126.406250 Penalty: 746.575439
	Iteration 36Q: 3 clusters Score -153126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -153126.921875 Penalty: 746.575439
	Iteration 37Q: 3 clusters Score -153126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -153126.921875 Penalty: 746.575439
	Iteration 38F: 3 clusters Score -153126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -350487.531250 Penalty: 408.991302
	Iteration 0F: 2 clusters Score -350487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -345069.312500 Penalty: 817.982605
	Iteration 0F: 3 clusters Score -345069.3 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -347266.875000 Penalty: 817.982605
	Iteration 1F: 3 clusters Score -347266.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -347485.312500 Penalty: 817.982605
	Iteration 2F: 3 clusters Score -347485.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -347724.125000 Penalty: 817.982605
	Iteration 3F: 3 clusters Score -347724.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -348025.656250 Penalty: 817.982605
	Iteration 4F: 3 clusters Score -348025.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -348448.437500 Penalty: 817.982605
	Iteration 5F: 3 clusters Score -348448.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -349001.843750 Penalty: 817.982605
	Iteration 6F: 3 clusters Score -349001.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -349567.281250 Penalty: 817.982605
	Iteration 7F: 3 clusters Score -349567.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -350047.437500 Penalty: 817.982605
	Iteration 8Q: 3 clusters Score -350047.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -350452.000000 Penalty: 817.982605
	Iteration 9Q: 3 clusters Score -350452 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -350774.562500 Penalty: 817.982605
	Iteration 10Q: 3 clusters Score -350774.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -351005.812500 Penalty: 817.982605
	Iteration 11Q: 3 clusters Score -351005.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -351098.406250 Penalty: 817.982605
	Iteration 12Q: 3 clusters Score -351098.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -351137.593750 Penalty: 817.982605
	Iteration 13Q: 3 clusters Score -351137.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -351152.718750 Penalty: 817.982605
	Iteration 14Q: 3 clusters Score -351152.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -351164.937500 Penalty: 817.982605
	Iteration 15Q: 3 clusters Score -351164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -351169.343750 Penalty: 817.982605
	Iteration 16Q: 3 clusters Score -351169.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -351170.812500 Penalty: 817.982605
	Iteration 17Q: 3 clusters Score -351170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -351170.281250 Penalty: 817.982605
	Iteration 18Q: 3 clusters Score -351170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -351170.781250 Penalty: 817.982605
	Iteration 19Q: 3 clusters Score -351170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -351170.781250 Penalty: 817.982605
	Iteration 20F: 3 clusters Score -351170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159082 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37546 members 
Mstep: Class 16 contains 49725 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 99644 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145183 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 5759 members 
Entering Unmasked Estep 
Score: -23231216.000000 Penalty: 14972.122070
Splitting cluster 2 changes total score from -23230616.000000 to -23231216.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -107892.328125 Penalty: 351.582794
	Iteration 0F: 2 clusters Score -107892.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -106274.648438 Penalty: 703.165588
	Iteration 0F: 3 clusters Score -106274.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -106763.710938 Penalty: 703.165588
	Iteration 1F: 3 clusters Score -106763.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106829.929688 Penalty: 703.165588
	Iteration 2F: 3 clusters Score -106829.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -106902.742188 Penalty: 703.165588
	Iteration 3F: 3 clusters Score -106902.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -106973.882812 Penalty: 703.165588
	Iteration 4F: 3 clusters Score -106973.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107052.851562 Penalty: 703.165588
	Iteration 5F: 3 clusters Score -107052.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107151.476562 Penalty: 703.165588
	Iteration 6Q: 3 clusters Score -107151.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107241.828125 Penalty: 703.165588
	Iteration 7Q: 3 clusters Score -107241.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107320.359375 Penalty: 703.165588
	Iteration 8Q: 3 clusters Score -107320.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107382.015625 Penalty: 703.165588
	Iteration 9Q: 3 clusters Score -107382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107419.984375 Penalty: 703.165588
	Iteration 10Q: 3 clusters Score -107420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107447.343750 Penalty: 703.165588
	Iteration 11Q: 3 clusters Score -107447.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107472.210938 Penalty: 703.165588
	Iteration 12Q: 3 clusters Score -107472.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107503.843750 Penalty: 703.165588
	Iteration 13Q: 3 clusters Score -107503.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107533.359375 Penalty: 703.165588
	Iteration 14Q: 3 clusters Score -107533.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107552.273438 Penalty: 703.165588
	Iteration 15Q: 3 clusters Score -107552.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -107571.445312 Penalty: 703.165588
	Iteration 16Q: 3 clusters Score -107571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -107580.367188 Penalty: 703.165588
	Iteration 17Q: 3 clusters Score -107580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107586.789062 Penalty: 703.165588
	Iteration 18Q: 3 clusters Score -107586.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -107592.070312 Penalty: 703.165588
	Iteration 19Q: 3 clusters Score -107592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -107597.429688 Penalty: 703.165588
	Iteration 20F: 3 clusters Score -107597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107601.273438 Penalty: 703.165588
	Iteration 21Q: 3 clusters Score -107601.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -107609.289062 Penalty: 703.165588
	Iteration 22Q: 3 clusters Score -107609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -107617.289062 Penalty: 703.165588
	Iteration 23Q: 3 clusters Score -107617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -107620.398438 Penalty: 703.165588
	Iteration 24Q: 3 clusters Score -107620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107621.453125 Penalty: 703.165588
	Iteration 25Q: 3 clusters Score -107621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107621.453125 Penalty: 703.165588
	Iteration 26F: 3 clusters Score -107621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -16606.095703 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -16606.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16205.551758 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -16205.55 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16372.424805 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -16372.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16521.208984 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -16521.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16668.986328 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -16668.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16720.845703 Penalty: 545.450500
	Iteration 4F: 3 clusters Score -16720.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16737.005859 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -16737.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16743.267578 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -16743.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -16746.179688 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -16746.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16747.394531 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -16747.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16747.394531 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -16747.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159082 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37546 members 
Mstep: Class 16 contains 49725 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 99644 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 145183 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 5759 members 
Mstep: Class 26 contains 48 members 
Entering Unmasked Estep 
Score: -23231032.000000 Penalty: 15571.006836
Splitting cluster 4 changes total score from -23230616.000000 to -23231032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -102711.242188 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -102711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -101000.960938 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -101001 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -101641.773438 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -101641.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -101810.890625 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -101810.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -101958.164062 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -101958.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -102079.578125 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -102079.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -102155.062500 Penalty: 707.473633
	Iteration 5F: 3 clusters Score -102155.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -102200.078125 Penalty: 707.473633
	Iteration 6Q: 3 clusters Score -102200.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -102236.156250 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -102236.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -102255.109375 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -102255.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -102265.125000 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -102265.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -102276.554688 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -102276.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -102285.445312 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -102285.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -102294.742188 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -102294.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -102301.242188 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -102301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -102304.945312 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -102304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -102307.640625 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -102307.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -102310.171875 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -102310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -102312.968750 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -102313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -102315.601562 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -102315.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -102317.289062 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -102317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -102318.984375 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -102319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -102321.546875 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -102321.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -102325.937500 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -102325.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102329.523438 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -102329.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -102332.851562 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -102332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -102334.203125 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -102334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -102334.679688 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -102334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -102335.789062 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -102335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -102336.500000 Penalty: 707.473633
	Iteration 28Q: 3 clusters Score -102336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -102337.679688 Penalty: 707.473633
	Iteration 29Q: 3 clusters Score -102337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -102339.148438 Penalty: 707.473633
	Iteration 30Q: 3 clusters Score -102339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -102340.226562 Penalty: 707.473633
	Iteration 31Q: 3 clusters Score -102340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102341.429688 Penalty: 707.473633
	Iteration 32Q: 3 clusters Score -102341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -102342.015625 Penalty: 707.473633
	Iteration 33Q: 3 clusters Score -102342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102342.218750 Penalty: 707.473633
	Iteration 34Q: 3 clusters Score -102342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102342.218750 Penalty: 707.473633
	Iteration 35F: 3 clusters Score -102342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -118178.742188 Penalty: 353.832336
	Iteration 0F: 2 clusters Score -118178.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -116506.078125 Penalty: 707.664673
	Iteration 0F: 3 clusters Score -116506.1 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -117108.742188 Penalty: 707.664673
	Iteration 1F: 3 clusters Score -117108.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -117209.125000 Penalty: 707.664673
	Iteration 2F: 3 clusters Score -117209.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117315.000000 Penalty: 707.664673
	Iteration 3F: 3 clusters Score -117315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -117426.015625 Penalty: 707.664673
	Iteration 4F: 3 clusters Score -117426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -117517.242188 Penalty: 707.664673
	Iteration 5F: 3 clusters Score -117517.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -117602.078125 Penalty: 707.664673
	Iteration 6Q: 3 clusters Score -117602.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -117677.468750 Penalty: 707.664673
	Iteration 7Q: 3 clusters Score -117677.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -117732.406250 Penalty: 707.664673
	Iteration 8Q: 3 clusters Score -117732.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -117775.242188 Penalty: 707.664673
	Iteration 9Q: 3 clusters Score -117775.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -117802.835938 Penalty: 707.664673
	Iteration 10Q: 3 clusters Score -117802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -117822.710938 Penalty: 707.664673
	Iteration 11Q: 3 clusters Score -117822.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -117836.179688 Penalty: 707.664673
	Iteration 12Q: 3 clusters Score -117836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -117847.617188 Penalty: 707.664673
	Iteration 13Q: 3 clusters Score -117847.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -117855.820312 Penalty: 707.664673
	Iteration 14Q: 3 clusters Score -117855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -117862.562500 Penalty: 707.664673
	Iteration 15Q: 3 clusters Score -117862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -117865.804688 Penalty: 707.664673
	Iteration 16Q: 3 clusters Score -117865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -117868.929688 Penalty: 707.664673
	Iteration 17Q: 3 clusters Score -117868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -117869.953125 Penalty: 707.664673
	Iteration 18Q: 3 clusters Score -117870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -117870.812500 Penalty: 707.664673
	Iteration 19Q: 3 clusters Score -117870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -117872.765625 Penalty: 707.664673
	Iteration 20F: 3 clusters Score -117872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -117874.625000 Penalty: 707.664673
	Iteration 21Q: 3 clusters Score -117874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -117875.398438 Penalty: 707.664673
	Iteration 22Q: 3 clusters Score -117875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117876.148438 Penalty: 707.664673
	Iteration 23Q: 3 clusters Score -117876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -117877.578125 Penalty: 707.664673
	Iteration 24Q: 3 clusters Score -117877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -117878.695312 Penalty: 707.664673
	Iteration 25Q: 3 clusters Score -117878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -117879.117188 Penalty: 707.664673
	Iteration 26Q: 3 clusters Score -117879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -117879.734375 Penalty: 707.664673
	Iteration 27Q: 3 clusters Score -117879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -117880.875000 Penalty: 707.664673
	Iteration 28Q: 3 clusters Score -117880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -117881.765625 Penalty: 707.664673
	Iteration 29Q: 3 clusters Score -117881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -117882.531250 Penalty: 707.664673
	Iteration 30Q: 3 clusters Score -117882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -117882.796875 Penalty: 707.664673
	Iteration 31Q: 3 clusters Score -117882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -117883.578125 Penalty: 707.664673
	Iteration 32Q: 3 clusters Score -117883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -117884.257812 Penalty: 707.664673
	Iteration 33Q: 3 clusters Score -117884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -117885.515625 Penalty: 707.664673
	Iteration 34Q: 3 clusters Score -117885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -117886.062500 Penalty: 707.664673
	Iteration 35Q: 3 clusters Score -117886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -117886.812500 Penalty: 707.664673
	Iteration 36Q: 3 clusters Score -117886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -117887.656250 Penalty: 707.664673
	Iteration 37Q: 3 clusters Score -117887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -117888.109375 Penalty: 707.664673
	Iteration 38Q: 3 clusters Score -117888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -117888.921875 Penalty: 707.664673
	Iteration 39Q: 3 clusters Score -117888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -117889.351562 Penalty: 707.664673
	Iteration 40F: 3 clusters Score -117889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -117889.429688 Penalty: 707.664673
	Iteration 41Q: 3 clusters Score -117889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -117889.718750 Penalty: 707.664673
	Iteration 42Q: 3 clusters Score -117889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -117889.734375 Penalty: 707.664673
	Iteration 43Q: 3 clusters Score -117889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -117889.734375 Penalty: 707.664673
	Iteration 44F: 3 clusters Score -117889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -9157.740234 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -9157.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8833.819336 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -8833.819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8923.518555 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -8923.519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8954.644531 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -8954.645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8962.530273 Penalty: 505.671356
	Iteration 3Q: 3 clusters Score -8962.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8969.169922 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -8969.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8984.018555 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -8984.019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8992.066406 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -8992.066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9000.199219 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -9000.199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9005.197266 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -9005.197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9008.542969 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -9008.543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9010.763672 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -9010.764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9011.758789 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -9011.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9012.822266 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -9012.822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9012.822266 Penalty: 505.671356
	Iteration 13F: 3 clusters Score -9012.822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10751.027344 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10751.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10403.378906 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10403.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10484.188477 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10484.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10516.232422 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10516.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10539.972656 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -10539.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10558.877930 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -10558.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10568.722656 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10568.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10577.653320 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10577.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10584.447266 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10584.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10588.301758 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10594.023438 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -10594.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10603.572266 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -10603.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10610.086914 Penalty: 507.066010
	Iteration 11Q: 3 clusters Score -10610.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10612.316406 Penalty: 507.066010
	Iteration 12Q: 3 clusters Score -10612.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10615.024414 Penalty: 507.066010
	Iteration 13Q: 3 clusters Score -10615.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10619.211914 Penalty: 507.066010
	Iteration 14Q: 3 clusters Score -10619.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10621.486328 Penalty: 507.066010
	Iteration 15Q: 3 clusters Score -10621.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10624.181641 Penalty: 507.066010
	Iteration 16Q: 3 clusters Score -10624.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10624.181641 Penalty: 507.066010
	Iteration 17F: 3 clusters Score -10624.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -6296.890137 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -6296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6061.221680 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6061.222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6104.160156 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6104.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6111.120117 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -6111.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6112.947266 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6112.947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6112.947266 Penalty: 452.882751
	Iteration 4F: 3 clusters Score -6112.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159082 members 
Entering Unmasked Estep 
Score: -7365866.000000 Penalty: 544.961426
	Iteration 0F: 2 clusters Score -7365866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -7260667.500000 Penalty: 1089.922852
	Iteration 0F: 3 clusters Score -7260668 nChanged 78021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -7308262.500000 Penalty: 1089.922852
	Iteration 1F: 3 clusters Score -7308262 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -7310275.500000 Penalty: 1089.922852
	Iteration 2Q: 3 clusters Score -7310276 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -7313260.000000 Penalty: 1089.922852
	Iteration 3Q: 3 clusters Score -7313260 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -7317868.000000 Penalty: 1089.922852
	Iteration 4F: 3 clusters Score -7317868 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -7324949.500000 Penalty: 1089.922852
	Iteration 5F: 3 clusters Score -7324950 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -7334171.500000 Penalty: 1089.922852
	Iteration 6F: 3 clusters Score -7334172 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -7341194.500000 Penalty: 1089.922852
	Iteration 7F: 3 clusters Score -7341194 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -7344091.500000 Penalty: 1089.922852
	Iteration 8Q: 3 clusters Score -7344092 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -7345164.000000 Penalty: 1089.922852
	Iteration 9Q: 3 clusters Score -7345164 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -7345882.000000 Penalty: 1089.922852
	Iteration 10Q: 3 clusters Score -7345882 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -7346535.500000 Penalty: 1089.922852
	Iteration 11Q: 3 clusters Score -7346536 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -7347300.000000 Penalty: 1089.922852
	Iteration 12Q: 3 clusters Score -7347300 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -7348136.500000 Penalty: 1089.922852
	Iteration 13Q: 3 clusters Score -7348136 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -7349006.000000 Penalty: 1089.922852
	Iteration 14Q: 3 clusters Score -7349006 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -7350068.500000 Penalty: 1089.922852
	Iteration 15Q: 3 clusters Score -7350068 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -7351173.500000 Penalty: 1089.922852
	Iteration 16Q: 3 clusters Score -7351174 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -7352277.500000 Penalty: 1089.922852
	Iteration 17Q: 3 clusters Score -7352278 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -7353321.000000 Penalty: 1089.922852
	Iteration 18Q: 3 clusters Score -7353321 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -7354239.000000 Penalty: 1089.922852
	Iteration 19Q: 3 clusters Score -7354239 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -7354904.000000 Penalty: 1089.922852
	Iteration 20F: 3 clusters Score -7354904 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 105915 members 
Entering Unmasked Estep 
Score: -7355444.000000 Penalty: 1089.922852
	Iteration 21Q: 3 clusters Score -7355444 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -7355852.500000 Penalty: 1089.922852
	Iteration 22Q: 3 clusters Score -7355852 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 107783 members 
Entering Unmasked Estep 
Score: -7356161.000000 Penalty: 1089.922852
	Iteration 23Q: 3 clusters Score -7356161 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 108603 members 
Entering Unmasked Estep 
Score: -7356378.000000 Penalty: 1089.922852
	Iteration 24Q: 3 clusters Score -7356378 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -7356575.000000 Penalty: 1089.922852
	Iteration 25Q: 3 clusters Score -7356575 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -7356744.500000 Penalty: 1089.922852
	Iteration 26Q: 3 clusters Score -7356744 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 110971 members 
Entering Unmasked Estep 
Score: -7356917.000000 Penalty: 1089.922852
	Iteration 27Q: 3 clusters Score -7356917 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 111761 members 
Entering Unmasked Estep 
Score: -7357072.000000 Penalty: 1089.922852
	Iteration 28Q: 3 clusters Score -7357072 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -7357200.500000 Penalty: 1089.922852
	Iteration 29Q: 3 clusters Score -7357200 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
Score: -7357312.000000 Penalty: 1089.922852
	Iteration 30Q: 3 clusters Score -7357312 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -7357426.000000 Penalty: 1089.922852
	Iteration 31Q: 3 clusters Score -7357426 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 115286 members 
Entering Unmasked Estep 
Score: -7357555.500000 Penalty: 1089.922852
	Iteration 32Q: 3 clusters Score -7357556 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -7357674.500000 Penalty: 1089.922852
	Iteration 33Q: 3 clusters Score -7357674 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -7357841.000000 Penalty: 1089.922852
	Iteration 34Q: 3 clusters Score -7357841 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 118013 members 
Entering Unmasked Estep 
Score: -7358001.500000 Penalty: 1089.922852
	Iteration 35Q: 3 clusters Score -7358002 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -7358130.500000 Penalty: 1089.922852
	Iteration 36Q: 3 clusters Score -7358130 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -7358306.500000 Penalty: 1089.922852
	Iteration 37Q: 3 clusters Score -7358306 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 120767 members 
Entering Unmasked Estep 
Score: -7358434.500000 Penalty: 1089.922852
	Iteration 38Q: 3 clusters Score -7358434 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
Score: -7358565.500000 Penalty: 1089.922852
	Iteration 39Q: 3 clusters Score -7358566 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -7358747.000000 Penalty: 1089.922852
	Iteration 40F: 3 clusters Score -7358747 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -7358914.000000 Penalty: 1089.922852
	Iteration 41Q: 3 clusters Score -7358914 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -7359048.000000 Penalty: 1089.922852
	Iteration 42Q: 3 clusters Score -7359048 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 125591 members 
Entering Unmasked Estep 
Score: -7359248.000000 Penalty: 1089.922852
	Iteration 43Q: 3 clusters Score -7359248 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -7359394.500000 Penalty: 1089.922852
	Iteration 44Q: 3 clusters Score -7359394 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -7359606.000000 Penalty: 1089.922852
	Iteration 45Q: 3 clusters Score -7359606 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 128595 members 
Entering Unmasked Estep 
Score: -7359824.000000 Penalty: 1089.922852
	Iteration 46Q: 3 clusters Score -7359824 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 129595 members 
Entering Unmasked Estep 
Score: -7360013.500000 Penalty: 1089.922852
	Iteration 47Q: 3 clusters Score -7360014 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 130633 members 
Entering Unmasked Estep 
Score: -7360259.500000 Penalty: 1089.922852
	Iteration 48Q: 3 clusters Score -7360260 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -7360489.000000 Penalty: 1089.922852
	Iteration 49Q: 3 clusters Score -7360489 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 132674 members 
Entering Unmasked Estep 
Score: -7360677.500000 Penalty: 1089.922852
	Iteration 50Q: 3 clusters Score -7360678 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -7360825.500000 Penalty: 1089.922852
	Iteration 51Q: 3 clusters Score -7360826 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 134661 members 
Entering Unmasked Estep 
Score: -7361035.000000 Penalty: 1089.922852
	Iteration 52Q: 3 clusters Score -7361035 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 135702 members 
Entering Unmasked Estep 
Score: -7361292.500000 Penalty: 1089.922852
	Iteration 53Q: 3 clusters Score -7361292 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -7361511.500000 Penalty: 1089.922852
	Iteration 54Q: 3 clusters Score -7361512 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
Score: -7361738.000000 Penalty: 1089.922852
	Iteration 55Q: 3 clusters Score -7361738 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -7362024.000000 Penalty: 1089.922852
	Iteration 56Q: 3 clusters Score -7362024 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 139888 members 
Entering Unmasked Estep 
Score: -7362346.000000 Penalty: 1089.922852
	Iteration 57Q: 3 clusters Score -7362346 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -7362594.000000 Penalty: 1089.922852
	Iteration 58Q: 3 clusters Score -7362594 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -7362845.000000 Penalty: 1089.922852
	Iteration 59Q: 3 clusters Score -7362845 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -7363087.500000 Penalty: 1089.922852
	Iteration 60F: 3 clusters Score -7363088 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 144372 members 
Entering Unmasked Estep 
Score: -7363369.500000 Penalty: 1089.922852
	Iteration 61Q: 3 clusters Score -7363370 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 145562 members 
Entering Unmasked Estep 
Score: -7363719.000000 Penalty: 1089.922852
	Iteration 62Q: 3 clusters Score -7363719 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -7363934.500000 Penalty: 1089.922852
	Iteration 63Q: 3 clusters Score -7363934 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 147739 members 
Entering Unmasked Estep 
Score: -7364127.000000 Penalty: 1089.922852
	Iteration 64Q: 3 clusters Score -7364127 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 148753 members 
Entering Unmasked Estep 
Score: -7364276.000000 Penalty: 1089.922852
	Iteration 65Q: 3 clusters Score -7364276 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -7364418.500000 Penalty: 1089.922852
	Iteration 66Q: 3 clusters Score -7364418 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 150650 members 
Entering Unmasked Estep 
Score: -7364592.000000 Penalty: 1089.922852
	Iteration 67Q: 3 clusters Score -7364592 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -7364749.500000 Penalty: 1089.922852
	Iteration 68Q: 3 clusters Score -7364750 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -7364837.500000 Penalty: 1089.922852
	Iteration 69Q: 3 clusters Score -7364838 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -7364920.000000 Penalty: 1089.922852
	Iteration 70Q: 3 clusters Score -7364920 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 153786 members 
Entering Unmasked Estep 
Score: -7364998.000000 Penalty: 1089.922852
	Iteration 71Q: 3 clusters Score -7364998 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -7365119.500000 Penalty: 1089.922852
	Iteration 72Q: 3 clusters Score -7365120 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -7365194.500000 Penalty: 1089.922852
	Iteration 73Q: 3 clusters Score -7365194 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 155622 members 
Entering Unmasked Estep 
Score: -7365263.500000 Penalty: 1089.922852
	Iteration 74Q: 3 clusters Score -7365264 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -7365312.000000 Penalty: 1089.922852
	Iteration 75Q: 3 clusters Score -7365312 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -7365367.500000 Penalty: 1089.922852
	Iteration 76Q: 3 clusters Score -7365368 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 156952 members 
Entering Unmasked Estep 
Score: -7365453.000000 Penalty: 1089.922852
	Iteration 77Q: 3 clusters Score -7365453 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -7365526.500000 Penalty: 1089.922852
	Iteration 78Q: 3 clusters Score -7365526 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -7365561.500000 Penalty: 1089.922852
	Iteration 79Q: 3 clusters Score -7365562 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -7365596.000000 Penalty: 1089.922852
	Iteration 80F: 3 clusters Score -7365596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -7365616.500000 Penalty: 1089.922852
	Iteration 81Q: 3 clusters Score -7365616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -7365614.500000 Penalty: 1089.922852
	Iteration 82Q: 3 clusters Score -7365614 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -7365620.500000 Penalty: 1089.922852
	Iteration 83Q: 3 clusters Score -7365620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -7365625.500000 Penalty: 1089.922852
	Iteration 84Q: 3 clusters Score -7365626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -7365622.000000 Penalty: 1089.922852
	Iteration 85Q: 3 clusters Score -7365622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -7365627.000000 Penalty: 1089.922852
	Iteration 86Q: 3 clusters Score -7365627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -7365626.000000 Penalty: 1089.922852
	Iteration 87Q: 3 clusters Score -7365626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -7365626.500000 Penalty: 1089.922852
	Iteration 88Q: 3 clusters Score -7365626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -7365606.500000 Penalty: 1089.922852
	Iteration 89Q: 3 clusters Score -7365606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -7365616.000000 Penalty: 1089.922852
	Iteration 90Q: 3 clusters Score -7365616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -7365633.500000 Penalty: 1089.922852
	Iteration 91Q: 3 clusters Score -7365634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -7365629.500000 Penalty: 1089.922852
	Iteration 92Q: 3 clusters Score -7365630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -7365630.000000 Penalty: 1089.922852
	Iteration 93Q: 3 clusters Score -7365630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -7365635.000000 Penalty: 1089.922852
	Iteration 94Q: 3 clusters Score -7365635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -7365632.500000 Penalty: 1089.922852
	Iteration 95Q: 3 clusters Score -7365632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -7365631.500000 Penalty: 1089.922852
	Iteration 96Q: 3 clusters Score -7365632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158619 members 
Entering Unmasked Estep 
Score: -7365631.000000 Penalty: 1089.922852
	Iteration 97Q: 3 clusters Score -7365631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -7365627.500000 Penalty: 1089.922852
	Iteration 98Q: 3 clusters Score -7365628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -7365622.000000 Penalty: 1089.922852
	Iteration 99Q: 3 clusters Score -7365622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -7365627.000000 Penalty: 1089.922852
	Iteration 100F: 3 clusters Score -7365627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -7365631.500000 Penalty: 1089.922852
	Iteration 101Q: 3 clusters Score -7365632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 158643 members 
Entering Unmasked Estep 
Score: -7365630.000000 Penalty: 1089.922852
	Iteration 102Q: 3 clusters Score -7365630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -7365629.500000 Penalty: 1089.922852
	Iteration 103Q: 3 clusters Score -7365630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -7365630.000000 Penalty: 1089.922852
	Iteration 104Q: 3 clusters Score -7365630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -7365627.500000 Penalty: 1089.922852
	Iteration 105Q: 3 clusters Score -7365628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -7365627.500000 Penalty: 1089.922852
	Iteration 106Q: 3 clusters Score -7365628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -7365631.500000 Penalty: 1089.922852
	Iteration 107Q: 3 clusters Score -7365632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -7365632.500000 Penalty: 1089.922852
	Iteration 108Q: 3 clusters Score -7365632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -7365634.000000 Penalty: 1089.922852
	Iteration 109Q: 3 clusters Score -7365634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -7365638.000000 Penalty: 1089.922852
	Iteration 110Q: 3 clusters Score -7365638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -7365635.000000 Penalty: 1089.922852
	Iteration 111Q: 3 clusters Score -7365635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -7365634.000000 Penalty: 1089.922852
	Iteration 112Q: 3 clusters Score -7365634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -7365636.500000 Penalty: 1089.922852
	Iteration 113Q: 3 clusters Score -7365636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -7365636.500000 Penalty: 1089.922852
	Iteration 114Q: 3 clusters Score -7365636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -7365632.000000 Penalty: 1089.922852
	Iteration 115Q: 3 clusters Score -7365632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -7365635.500000 Penalty: 1089.922852
	Iteration 116Q: 3 clusters Score -7365636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 158672 members 
Entering Unmasked Estep 
Score: -7365635.500000 Penalty: 1089.922852
	Iteration 117Q: 3 clusters Score -7365636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 158672 members 
Entering Unmasked Estep 
Score: -7365635.500000 Penalty: 1089.922852
	Iteration 118F: 3 clusters Score -7365636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -23008.632812 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -23008.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22520.666016 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -22520.67 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22654.531250 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -22654.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22677.060547 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -22677.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22696.130859 Penalty: 568.395691
	Iteration 3Q: 3 clusters Score -22696.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22707.906250 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -22707.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22712.728516 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -22712.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22714.718750 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -22714.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22716.988281 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -22716.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22717.992188 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -22717.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22718.302734 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -22718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22719.365234 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -22719.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22722.638672 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -22722.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22725.689453 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -22725.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22727.757812 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -22727.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22728.730469 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -22728.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22728.730469 Penalty: 568.395691
	Iteration 15F: 3 clusters Score -22728.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -113128.265625 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -113128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -111498.007812 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -111498 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112034.195312 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -112034.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -112100.156250 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -112100.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112153.625000 Penalty: 704.003967
	Iteration 3Q: 3 clusters Score -112153.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -112219.054688 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -112219.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -112305.125000 Penalty: 704.003967
	Iteration 5F: 3 clusters Score -112305.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -112383.617188 Penalty: 704.003967
	Iteration 6F: 3 clusters Score -112383.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -112469.570312 Penalty: 704.003967
	Iteration 7F: 3 clusters Score -112469.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -112557.273438 Penalty: 704.003967
	Iteration 8F: 3 clusters Score -112557.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -112647.164062 Penalty: 704.003967
	Iteration 9F: 3 clusters Score -112647.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -112723.742188 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -112723.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -112771.757812 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -112771.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -112800.468750 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -112800.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -112824.820312 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -112824.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -112841.257812 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -112841.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -112848.164062 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -112848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -112854.664062 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -112854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -112856.773438 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -112856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -112857.851562 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -112857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112858.539062 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -112858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112858.742188 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -112858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112858.914062 Penalty: 704.003967
	Iteration 21Q: 3 clusters Score -112858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -112858.914062 Penalty: 704.003967
	Iteration 22F: 3 clusters Score -112858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -30016.955078 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -30016.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29383.580078 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -29383.58 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29568.488281 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -29568.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29624.769531 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -29624.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29663.720703 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -29663.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29681.494141 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -29681.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29688.958984 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -29688.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29701.550781 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -29701.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29713.011719 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -29713.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29728.650391 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -29728.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29747.527344 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -29747.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29761.357422 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -29761.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29779.064453 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -29779.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29787.650391 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -29787.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29795.353516 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -29795.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29803.501953 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -29803.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29809.976562 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -29809.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29814.615234 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -29814.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29817.763672 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -29817.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29819.593750 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -29819.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29822.472656 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -29822.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29824.564453 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -29824.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29825.847656 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -29825.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29826.785156 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -29826.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29827.296875 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -29827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29827.296875 Penalty: 599.090271
	Iteration 24F: 3 clusters Score -29827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8744.346680 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8744.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8449.037109 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -8449.037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8497.312500 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8497.312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8507.391602 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -8507.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8510.472656 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8510.473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8511.626953 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8511.627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8511.626953 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -8511.627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Entering Unmasked Estep 
Score: -1778275.500000 Penalty: 479.266174
	Iteration 0F: 2 clusters Score -1778276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1753184.000000 Penalty: 958.532349
	Iteration 0F: 3 clusters Score -1753184 nChanged 18031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1764421.125000 Penalty: 958.532349
	Iteration 1F: 3 clusters Score -1764421 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1765506.625000 Penalty: 958.532349
	Iteration 2F: 3 clusters Score -1765507 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1767036.125000 Penalty: 958.532349
	Iteration 3F: 3 clusters Score -1767036 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1769144.125000 Penalty: 958.532349
	Iteration 4F: 3 clusters Score -1769144 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1771546.000000 Penalty: 958.532349
	Iteration 5F: 3 clusters Score -1771546 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1773616.000000 Penalty: 958.532349
	Iteration 6F: 3 clusters Score -1773616 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1775116.875000 Penalty: 958.532349
	Iteration 7Q: 3 clusters Score -1775117 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1775917.750000 Penalty: 958.532349
	Iteration 8Q: 3 clusters Score -1775918 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1776386.125000 Penalty: 958.532349
	Iteration 9Q: 3 clusters Score -1776386 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1776699.375000 Penalty: 958.532349
	Iteration 10Q: 3 clusters Score -1776699 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1776951.375000 Penalty: 958.532349
	Iteration 11Q: 3 clusters Score -1776951 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1777177.750000 Penalty: 958.532349
	Iteration 12Q: 3 clusters Score -1777178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1777365.625000 Penalty: 958.532349
	Iteration 13Q: 3 clusters Score -1777366 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1777529.125000 Penalty: 958.532349
	Iteration 14Q: 3 clusters Score -1777529 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1777651.500000 Penalty: 958.532349
	Iteration 15Q: 3 clusters Score -1777652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1777749.625000 Penalty: 958.532349
	Iteration 16Q: 3 clusters Score -1777750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1777808.000000 Penalty: 958.532349
	Iteration 17Q: 3 clusters Score -1777808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1777833.250000 Penalty: 958.532349
	Iteration 18Q: 3 clusters Score -1777833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1777846.375000 Penalty: 958.532349
	Iteration 19Q: 3 clusters Score -1777846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1777858.000000 Penalty: 958.532349
	Iteration 20F: 3 clusters Score -1777858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1777874.875000 Penalty: 958.532349
	Iteration 21Q: 3 clusters Score -1777875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1777888.375000 Penalty: 958.532349
	Iteration 22Q: 3 clusters Score -1777888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1777905.625000 Penalty: 958.532349
	Iteration 23Q: 3 clusters Score -1777906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1777916.625000 Penalty: 958.532349
	Iteration 24Q: 3 clusters Score -1777917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1777920.500000 Penalty: 958.532349
	Iteration 25Q: 3 clusters Score -1777920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1777932.625000 Penalty: 958.532349
	Iteration 26Q: 3 clusters Score -1777933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1777935.000000 Penalty: 958.532349
	Iteration 27Q: 3 clusters Score -1777935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1777934.500000 Penalty: 958.532349
	Iteration 28Q: 3 clusters Score -1777934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1777936.750000 Penalty: 958.532349
	Iteration 29Q: 3 clusters Score -1777937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1777936.750000 Penalty: 958.532349
	Iteration 30F: 3 clusters Score -1777937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Entering Unmasked Estep 
Score: -2192602.500000 Penalty: 492.048981
	Iteration 0F: 2 clusters Score -2192602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2158991.750000 Penalty: 984.097961
	Iteration 0F: 3 clusters Score -2158992 nChanged 24311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2172966.750000 Penalty: 984.097961
	Iteration 1F: 3 clusters Score -2172967 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -2173662.000000 Penalty: 984.097961
	Iteration 2Q: 3 clusters Score -2173662 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -2174949.000000 Penalty: 984.097961
	Iteration 3F: 3 clusters Score -2174949 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2177141.250000 Penalty: 984.097961
	Iteration 4F: 3 clusters Score -2177141 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -2180698.000000 Penalty: 984.097961
	Iteration 5F: 3 clusters Score -2180698 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -2185266.750000 Penalty: 984.097961
	Iteration 6F: 3 clusters Score -2185267 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -2189372.000000 Penalty: 984.097961
	Iteration 7F: 3 clusters Score -2189372 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -2191453.000000 Penalty: 984.097961
	Iteration 8Q: 3 clusters Score -2191453 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -2192027.250000 Penalty: 984.097961
	Iteration 9Q: 3 clusters Score -2192027 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -2192121.250000 Penalty: 984.097961
	Iteration 10Q: 3 clusters Score -2192121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -2192155.000000 Penalty: 984.097961
	Iteration 11Q: 3 clusters Score -2192155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -2192163.500000 Penalty: 984.097961
	Iteration 12Q: 3 clusters Score -2192164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -2192169.750000 Penalty: 984.097961
	Iteration 13Q: 3 clusters Score -2192170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -2192174.500000 Penalty: 984.097961
	Iteration 14Q: 3 clusters Score -2192174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -2192181.250000 Penalty: 984.097961
	Iteration 15Q: 3 clusters Score -2192181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -2192187.500000 Penalty: 984.097961
	Iteration 16Q: 3 clusters Score -2192188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -2192188.000000 Penalty: 984.097961
	Iteration 17Q: 3 clusters Score -2192188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -2192188.000000 Penalty: 984.097961
	Iteration 18F: 3 clusters Score -2192188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -27302.041016 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -27302.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26758.015625 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -26758.02 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26881.988281 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -26881.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26916.376953 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -26916.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26936.234375 Penalty: 581.968811
	Iteration 3Q: 3 clusters Score -26936.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26956.785156 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -26956.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26979.599609 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -26979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27000.951172 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -27000.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27019.705078 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -27019.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27034.863281 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -27034.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27044.376953 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -27044.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27046.804688 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -27046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27048.503906 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -27048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27049.285156 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -27049.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27049.580078 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -27049.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27049.580078 Penalty: 581.968811
	Iteration 14F: 3 clusters Score -27049.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -57015.816406 Penalty: 320.938141
	Iteration 0F: 2 clusters Score -57015.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -56090.148438 Penalty: 641.876282
	Iteration 0F: 3 clusters Score -56090.15 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -56407.699219 Penalty: 641.876282
	Iteration 1F: 3 clusters Score -56407.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -56480.343750 Penalty: 641.876282
	Iteration 2F: 3 clusters Score -56480.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56530.855469 Penalty: 641.876282
	Iteration 3F: 3 clusters Score -56530.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56561.519531 Penalty: 641.876282
	Iteration 4Q: 3 clusters Score -56561.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56591.500000 Penalty: 641.876282
	Iteration 5Q: 3 clusters Score -56591.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -56610.390625 Penalty: 641.876282
	Iteration 6Q: 3 clusters Score -56610.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56620.386719 Penalty: 641.876282
	Iteration 7Q: 3 clusters Score -56620.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -56635.343750 Penalty: 641.876282
	Iteration 8Q: 3 clusters Score -56635.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56651.667969 Penalty: 641.876282
	Iteration 9Q: 3 clusters Score -56651.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56669.359375 Penalty: 641.876282
	Iteration 10Q: 3 clusters Score -56669.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56682.218750 Penalty: 641.876282
	Iteration 11Q: 3 clusters Score -56682.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56691.160156 Penalty: 641.876282
	Iteration 12Q: 3 clusters Score -56691.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -56699.835938 Penalty: 641.876282
	Iteration 13Q: 3 clusters Score -56699.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -56710.335938 Penalty: 641.876282
	Iteration 14Q: 3 clusters Score -56710.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -56717.859375 Penalty: 641.876282
	Iteration 15Q: 3 clusters Score -56717.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -56721.464844 Penalty: 641.876282
	Iteration 16Q: 3 clusters Score -56721.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56722.660156 Penalty: 641.876282
	Iteration 17Q: 3 clusters Score -56722.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56723.691406 Penalty: 641.876282
	Iteration 18Q: 3 clusters Score -56723.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -56724.265625 Penalty: 641.876282
	Iteration 19Q: 3 clusters Score -56724.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -56725.429688 Penalty: 641.876282
	Iteration 20F: 3 clusters Score -56725.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -56726.828125 Penalty: 641.876282
	Iteration 21Q: 3 clusters Score -56726.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -56727.230469 Penalty: 641.876282
	Iteration 22Q: 3 clusters Score -56727.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56727.726562 Penalty: 641.876282
	Iteration 23Q: 3 clusters Score -56727.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -56728.761719 Penalty: 641.876282
	Iteration 24Q: 3 clusters Score -56728.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56730.289062 Penalty: 641.876282
	Iteration 25Q: 3 clusters Score -56730.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -56731.148438 Penalty: 641.876282
	Iteration 26Q: 3 clusters Score -56731.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56731.957031 Penalty: 641.876282
	Iteration 27Q: 3 clusters Score -56731.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56732.246094 Penalty: 641.876282
	Iteration 28Q: 3 clusters Score -56732.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56732.246094 Penalty: 641.876282
	Iteration 29F: 3 clusters Score -56732.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (99644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Entering Unmasked Estep 
Score: -4678128.500000 Penalty: 523.675842
	Iteration 0F: 2 clusters Score -4678128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -4611794.000000 Penalty: 1047.351685
	Iteration 0F: 3 clusters Score -4611794 nChanged 48665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -4643380.500000 Penalty: 1047.351685
	Iteration 1F: 3 clusters Score -4643380 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -4646756.000000 Penalty: 1047.351685
	Iteration 2F: 3 clusters Score -4646756 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4651260.000000 Penalty: 1047.351685
	Iteration 3F: 3 clusters Score -4651260 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4655960.000000 Penalty: 1047.351685
	Iteration 4F: 3 clusters Score -4655960 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4659363.000000 Penalty: 1047.351685
	Iteration 5F: 3 clusters Score -4659363 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4661253.500000 Penalty: 1047.351685
	Iteration 6Q: 3 clusters Score -4661254 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4662289.500000 Penalty: 1047.351685
	Iteration 7Q: 3 clusters Score -4662290 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4662971.500000 Penalty: 1047.351685
	Iteration 8Q: 3 clusters Score -4662972 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4663537.500000 Penalty: 1047.351685
	Iteration 9Q: 3 clusters Score -4663538 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4664207.500000 Penalty: 1047.351685
	Iteration 10Q: 3 clusters Score -4664208 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4664946.000000 Penalty: 1047.351685
	Iteration 11Q: 3 clusters Score -4664946 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4665753.500000 Penalty: 1047.351685
	Iteration 12Q: 3 clusters Score -4665754 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4666767.000000 Penalty: 1047.351685
	Iteration 13Q: 3 clusters Score -4666767 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4667776.500000 Penalty: 1047.351685
	Iteration 14Q: 3 clusters Score -4667776 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4668836.500000 Penalty: 1047.351685
	Iteration 15Q: 3 clusters Score -4668836 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4670015.000000 Penalty: 1047.351685
	Iteration 16Q: 3 clusters Score -4670015 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4671241.500000 Penalty: 1047.351685
	Iteration 17Q: 3 clusters Score -4671242 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4672530.500000 Penalty: 1047.351685
	Iteration 18Q: 3 clusters Score -4672530 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4673702.500000 Penalty: 1047.351685
	Iteration 19Q: 3 clusters Score -4673702 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4674731.500000 Penalty: 1047.351685
	Iteration 20F: 3 clusters Score -4674732 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4675573.500000 Penalty: 1047.351685
	Iteration 21Q: 3 clusters Score -4675574 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4676192.000000 Penalty: 1047.351685
	Iteration 22Q: 3 clusters Score -4676192 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4676655.000000 Penalty: 1047.351685
	Iteration 23Q: 3 clusters Score -4676655 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4676979.500000 Penalty: 1047.351685
	Iteration 24Q: 3 clusters Score -4676980 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4677225.000000 Penalty: 1047.351685
	Iteration 25Q: 3 clusters Score -4677225 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4677381.500000 Penalty: 1047.351685
	Iteration 26Q: 3 clusters Score -4677382 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4677491.000000 Penalty: 1047.351685
	Iteration 27Q: 3 clusters Score -4677491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99177 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4677556.500000 Penalty: 1047.351685
	Iteration 28Q: 3 clusters Score -4677556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4677599.000000 Penalty: 1047.351685
	Iteration 29Q: 3 clusters Score -4677599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4677627.500000 Penalty: 1047.351685
	Iteration 30Q: 3 clusters Score -4677628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4677647.000000 Penalty: 1047.351685
	Iteration 31Q: 3 clusters Score -4677647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4677659.000000 Penalty: 1047.351685
	Iteration 32Q: 3 clusters Score -4677659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4677667.500000 Penalty: 1047.351685
	Iteration 33Q: 3 clusters Score -4677668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4677682.500000 Penalty: 1047.351685
	Iteration 34Q: 3 clusters Score -4677682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4677686.500000 Penalty: 1047.351685
	Iteration 35Q: 3 clusters Score -4677686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4677687.000000 Penalty: 1047.351685
	Iteration 36Q: 3 clusters Score -4677687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4677694.000000 Penalty: 1047.351685
	Iteration 37Q: 3 clusters Score -4677694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4677699.000000 Penalty: 1047.351685
	Iteration 38Q: 3 clusters Score -4677699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4677702.000000 Penalty: 1047.351685
	Iteration 39Q: 3 clusters Score -4677702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4677706.000000 Penalty: 1047.351685
	Iteration 40F: 3 clusters Score -4677706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4677706.000000 Penalty: 1047.351685
	Iteration 41Q: 3 clusters Score -4677706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4677711.500000 Penalty: 1047.351685
	Iteration 42Q: 3 clusters Score -4677712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4677709.500000 Penalty: 1047.351685
	Iteration 43Q: 3 clusters Score -4677710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4677711.500000 Penalty: 1047.351685
	Iteration 44Q: 3 clusters Score -4677712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4677714.500000 Penalty: 1047.351685
	Iteration 45Q: 3 clusters Score -4677714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4677714.500000 Penalty: 1047.351685
	Iteration 46Q: 3 clusters Score -4677714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4677715.500000 Penalty: 1047.351685
	Iteration 47Q: 3 clusters Score -4677716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4677717.500000 Penalty: 1047.351685
	Iteration 48Q: 3 clusters Score -4677718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4677716.000000 Penalty: 1047.351685
	Iteration 49Q: 3 clusters Score -4677716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4677717.500000 Penalty: 1047.351685
	Iteration 50Q: 3 clusters Score -4677718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4677718.000000 Penalty: 1047.351685
	Iteration 51Q: 3 clusters Score -4677718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4677714.500000 Penalty: 1047.351685
	Iteration 52Q: 3 clusters Score -4677714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4677714.500000 Penalty: 1047.351685
	Iteration 53F: 3 clusters Score -4677714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -32555.199219 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32555.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -32743.203125 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32743.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32803.125000 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32803.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32841.218750 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -32841.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32878.265625 Penalty: 610.546692
	Iteration 4Q: 3 clusters Score -32878.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32903.375000 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32903.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32917.246094 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32917.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32935.175781 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -32935.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32951.472656 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -32951.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32964.015625 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -32964.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32971.402344 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -32971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32974.171875 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -32974.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32975.992188 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -32975.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32976.980469 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -32976.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32979.164062 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -32979.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32981.058594 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -32981.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32983.617188 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -32983.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32986.062500 Penalty: 610.546692
	Iteration 17Q: 3 clusters Score -32986.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32990.144531 Penalty: 610.546692
	Iteration 18Q: 3 clusters Score -32990.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32998.742188 Penalty: 610.546692
	Iteration 19Q: 3 clusters Score -32998.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33003.636719 Penalty: 610.546692
	Iteration 20F: 3 clusters Score -33003.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33008.843750 Penalty: 610.546692
	Iteration 21Q: 3 clusters Score -33008.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33018.054688 Penalty: 610.546692
	Iteration 22Q: 3 clusters Score -33018.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33023.445312 Penalty: 610.546692
	Iteration 23Q: 3 clusters Score -33023.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33028.800781 Penalty: 610.546692
	Iteration 24Q: 3 clusters Score -33028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33030.800781 Penalty: 610.546692
	Iteration 25Q: 3 clusters Score -33030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33033.171875 Penalty: 610.546692
	Iteration 26Q: 3 clusters Score -33033.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33033.539062 Penalty: 610.546692
	Iteration 27Q: 3 clusters Score -33033.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33033.539062 Penalty: 610.546692
	Iteration 28F: 3 clusters Score -33033.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -7627.785645 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -7627.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7353.144531 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7353.145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7458.822754 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7458.823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7487.371582 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -7487.372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7494.891602 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7494.892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7501.939453 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7501.939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7509.862793 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7509.863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7515.611816 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7515.612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7520.769531 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -7520.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7530.040039 Penalty: 482.146881
	Iteration 8Q: 3 clusters Score -7530.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7539.782715 Penalty: 482.146881
	Iteration 9Q: 3 clusters Score -7539.783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7546.867676 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -7546.868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7555.067383 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -7555.067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7562.838867 Penalty: 482.146881
	Iteration 12Q: 3 clusters Score -7562.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7564.854004 Penalty: 482.146881
	Iteration 13Q: 3 clusters Score -7564.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7565.946777 Penalty: 482.146881
	Iteration 14Q: 3 clusters Score -7565.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7567.678711 Penalty: 482.146881
	Iteration 15Q: 3 clusters Score -7567.679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7573.862305 Penalty: 482.146881
	Iteration 16Q: 3 clusters Score -7573.862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7578.180664 Penalty: 482.146881
	Iteration 17Q: 3 clusters Score -7578.181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7581.037109 Penalty: 482.146881
	Iteration 18Q: 3 clusters Score -7581.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7582.201172 Penalty: 482.146881
	Iteration 19Q: 3 clusters Score -7582.201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7582.201172 Penalty: 482.146881
	Iteration 20F: 3 clusters Score -7582.201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19188.544922 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19188.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18762.644531 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18762.64 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18868.492188 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18868.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18892.347656 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18892.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18903.687500 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -18903.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18910.705078 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18910.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18915.128906 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -18915.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18920.082031 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -18920.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18924.222656 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -18924.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18927.234375 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -18927.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18930.158203 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -18930.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18932.501953 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -18932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18934.113281 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -18934.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18935.949219 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -18935.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18939.105469 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -18939.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18941.673828 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -18941.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18942.695312 Penalty: 552.647095
	Iteration 15Q: 3 clusters Score -18942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18942.695312 Penalty: 552.647095
	Iteration 16F: 3 clusters Score -18942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (145183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Entering Unmasked Estep 
Score: -6811509.000000 Penalty: 540.801636
	Iteration 0F: 2 clusters Score -6811509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -6714083.000000 Penalty: 1081.603271
	Iteration 0F: 3 clusters Score -6714083 nChanged 71363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 84559 members 
Entering Unmasked Estep 
Score: -6760009.500000 Penalty: 1081.603271
	Iteration 1F: 3 clusters Score -6760010 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -6763928.500000 Penalty: 1081.603271
	Iteration 2F: 3 clusters Score -6763928 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -6769679.000000 Penalty: 1081.603271
	Iteration 3F: 3 clusters Score -6769679 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -6777308.500000 Penalty: 1081.603271
	Iteration 4F: 3 clusters Score -6777308 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -6785976.500000 Penalty: 1081.603271
	Iteration 5F: 3 clusters Score -6785976 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 125885 members 
Entering Unmasked Estep 
Score: -6794338.500000 Penalty: 1081.603271
	Iteration 6F: 3 clusters Score -6794338 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -6801320.500000 Penalty: 1081.603271
	Iteration 7Q: 3 clusters Score -6801320 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -6805949.000000 Penalty: 1081.603271
	Iteration 8Q: 3 clusters Score -6805949 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -6808377.000000 Penalty: 1081.603271
	Iteration 9Q: 3 clusters Score -6808377 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -6809672.500000 Penalty: 1081.603271
	Iteration 10Q: 3 clusters Score -6809672 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 143363 members 
Entering Unmasked Estep 
Score: -6810384.000000 Penalty: 1081.603271
	Iteration 11Q: 3 clusters Score -6810384 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -6810721.500000 Penalty: 1081.603271
	Iteration 12Q: 3 clusters Score -6810722 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 144214 members 
Entering Unmasked Estep 
Score: -6810936.500000 Penalty: 1081.603271
	Iteration 13Q: 3 clusters Score -6810936 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 144379 members 
Entering Unmasked Estep 
Score: -6811113.000000 Penalty: 1081.603271
	Iteration 14Q: 3 clusters Score -6811113 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -6811206.500000 Penalty: 1081.603271
	Iteration 15Q: 3 clusters Score -6811206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -6811310.500000 Penalty: 1081.603271
	Iteration 16Q: 3 clusters Score -6811310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 144539 members 
Entering Unmasked Estep 
Score: -6811382.000000 Penalty: 1081.603271
	Iteration 17Q: 3 clusters Score -6811382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 144536 members 
Entering Unmasked Estep 
Score: -6811446.000000 Penalty: 1081.603271
	Iteration 18Q: 3 clusters Score -6811446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 144510 members 
Entering Unmasked Estep 
Score: -6811478.500000 Penalty: 1081.603271
	Iteration 19Q: 3 clusters Score -6811478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -6811513.500000 Penalty: 1081.603271
	Iteration 20F: 3 clusters Score -6811514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 144471 members 
Entering Unmasked Estep 
Score: -6811537.500000 Penalty: 1081.603271
	Iteration 21Q: 3 clusters Score -6811538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 144457 members 
Entering Unmasked Estep 
Score: -6811549.500000 Penalty: 1081.603271
	Iteration 22Q: 3 clusters Score -6811550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -6811557.500000 Penalty: 1081.603271
	Iteration 23Q: 3 clusters Score -6811558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -6811573.000000 Penalty: 1081.603271
	Iteration 24Q: 3 clusters Score -6811573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 144365 members 
Entering Unmasked Estep 
Score: -6811589.000000 Penalty: 1081.603271
	Iteration 25Q: 3 clusters Score -6811589 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 144324 members 
Entering Unmasked Estep 
Score: -6811606.000000 Penalty: 1081.603271
	Iteration 26Q: 3 clusters Score -6811606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -6811619.000000 Penalty: 1081.603271
	Iteration 27Q: 3 clusters Score -6811619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -6811618.000000 Penalty: 1081.603271
	Iteration 28Q: 3 clusters Score -6811618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -6811638.000000 Penalty: 1081.603271
	Iteration 29Q: 3 clusters Score -6811638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 144190 members 
Entering Unmasked Estep 
Score: -6811645.000000 Penalty: 1081.603271
	Iteration 30Q: 3 clusters Score -6811645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 144158 members 
Entering Unmasked Estep 
Score: -6811657.500000 Penalty: 1081.603271
	Iteration 31Q: 3 clusters Score -6811658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -6811679.000000 Penalty: 1081.603271
	Iteration 32Q: 3 clusters Score -6811679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 144121 members 
Entering Unmasked Estep 
Score: -6811678.500000 Penalty: 1081.603271
	Iteration 33Q: 3 clusters Score -6811678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -6811682.500000 Penalty: 1081.603271
	Iteration 34Q: 3 clusters Score -6811682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -6811697.000000 Penalty: 1081.603271
	Iteration 35Q: 3 clusters Score -6811697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 144097 members 
Entering Unmasked Estep 
Score: -6811694.500000 Penalty: 1081.603271
	Iteration 36Q: 3 clusters Score -6811694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -6811694.000000 Penalty: 1081.603271
	Iteration 37Q: 3 clusters Score -6811694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 144097 members 
Entering Unmasked Estep 
Score: -6811697.000000 Penalty: 1081.603271
	Iteration 38Q: 3 clusters Score -6811697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -6811693.000000 Penalty: 1081.603271
	Iteration 39Q: 3 clusters Score -6811693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -6811694.000000 Penalty: 1081.603271
	Iteration 40F: 3 clusters Score -6811694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -6811692.000000 Penalty: 1081.603271
	Iteration 41Q: 3 clusters Score -6811692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -6811692.000000 Penalty: 1081.603271
	Iteration 42F: 3 clusters Score -6811692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159082 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37546 members 
Mstep: Class 16 contains 49725 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 99644 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 5759 members 
Mstep: Class 26 contains 48 members 
Mstep: Class 27 contains 144095 members 
Entering Unmasked Estep 
Score: -23231180.000000 Penalty: 16169.891602
Splitting cluster 23 changes total score from -23230616.000000 to -23231180.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -124024.039062 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -124024 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 1231 members 
Entering Unmasked Estep 
Score: -122257.359375 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -122257.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -122891.093750 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -122891.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -123005.968750 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -123006 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -123142.953125 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -123143 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -123261.390625 Penalty: 711.440552
	Iteration 4F: 3 clusters Score -123261.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -123363.156250 Penalty: 711.440552
	Iteration 5F: 3 clusters Score -123363.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123421.570312 Penalty: 711.440552
	Iteration 6Q: 3 clusters Score -123421.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -123455.171875 Penalty: 711.440552
	Iteration 7Q: 3 clusters Score -123455.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123472.335938 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -123472.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -123483.710938 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -123483.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -123489.890625 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -123489.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -123493.507812 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -123493.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -123498.789062 Penalty: 711.440552
	Iteration 12Q: 3 clusters Score -123498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -123502.500000 Penalty: 711.440552
	Iteration 13Q: 3 clusters Score -123502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123506.500000 Penalty: 711.440552
	Iteration 14Q: 3 clusters Score -123506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -123508.234375 Penalty: 711.440552
	Iteration 15Q: 3 clusters Score -123508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -123509.507812 Penalty: 711.440552
	Iteration 16Q: 3 clusters Score -123509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -123511.343750 Penalty: 711.440552
	Iteration 17Q: 3 clusters Score -123511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123513.164062 Penalty: 711.440552
	Iteration 18Q: 3 clusters Score -123513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -123513.976562 Penalty: 711.440552
	Iteration 19Q: 3 clusters Score -123514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -123515.531250 Penalty: 711.440552
	Iteration 20F: 3 clusters Score -123515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -123516.265625 Penalty: 711.440552
	Iteration 21Q: 3 clusters Score -123516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123516.640625 Penalty: 711.440552
	Iteration 22Q: 3 clusters Score -123516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123516.640625 Penalty: 711.440552
	Iteration 23F: 3 clusters Score -123516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159082 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37546 members 
Mstep: Class 16 contains 49725 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 99644 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23231818.000000 Penalty: 16169.891602
Iteration 159Q: 28 clusters Score -2.323182e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159259 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37492 members 
Mstep: Class 16 contains 49811 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 100050 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232262.000000 Penalty: 16169.891602
Iteration 160F: 28 clusters Score -2.323226e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 290 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159296 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37389 members 
Mstep: Class 16 contains 49742 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 100064 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 2436 members 
Mstep: Class 25 contains 5485 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232482.000000 Penalty: 16169.891602
Iteration 161Q: 28 clusters Score -2.323248e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159253 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37321 members 
Mstep: Class 16 contains 49683 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 100090 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 5504 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232678.000000 Penalty: 16169.891602
Iteration 162Q: 28 clusters Score -2.323268e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159202 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37255 members 
Mstep: Class 16 contains 49638 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 100066 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1573 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 5533 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232748.000000 Penalty: 16169.891602
Iteration 163Q: 28 clusters Score -2.323275e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159162 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37188 members 
Mstep: Class 16 contains 49605 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 100023 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1680 members 
Mstep: Class 24 contains 2414 members 
Mstep: Class 25 contains 5557 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232852.000000 Penalty: 16169.891602
Iteration 164Q: 28 clusters Score -2.323285e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159132 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 49575 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1200 members 
Mstep: Class 19 contains 99990 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1766 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 5570 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232778.000000 Penalty: 16169.891602
Iteration 165Q: 28 clusters Score -2.323278e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159073 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 37042 members 
Mstep: Class 16 contains 49549 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 99937 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1860 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 5585 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232776.000000 Penalty: 16169.891602
Iteration 166Q: 28 clusters Score -2.323278e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 159010 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36978 members 
Mstep: Class 16 contains 49526 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 99879 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232760.000000 Penalty: 16169.891602
Iteration 167Q: 28 clusters Score -2.323276e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158943 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36922 members 
Mstep: Class 16 contains 49511 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 99817 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 5610 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232818.000000 Penalty: 16169.891602
Iteration 168Q: 28 clusters Score -2.323282e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158859 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36864 members 
Mstep: Class 16 contains 49489 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 99776 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232896.000000 Penalty: 16169.891602
Iteration 169Q: 28 clusters Score -2.32329e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2786 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158765 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36806 members 
Mstep: Class 16 contains 49458 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 99741 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 2200 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 5625 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232924.000000 Penalty: 16169.891602
Iteration 170Q: 28 clusters Score -2.323292e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158695 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36754 members 
Mstep: Class 16 contains 49411 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 99706 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 2268 members 
Mstep: Class 24 contains 2411 members 
Mstep: Class 25 contains 5621 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 143984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232912.000000 Penalty: 16169.891602
Iteration 171Q: 28 clusters Score -2.323291e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2812 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158617 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 49350 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 99662 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23232980.000000 Penalty: 16169.891602
Iteration 172Q: 28 clusters Score -2.323298e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158542 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36674 members 
Mstep: Class 16 contains 49297 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1252 members 
Mstep: Class 19 contains 99618 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 5619 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233088.000000 Penalty: 16169.891602
Iteration 173Q: 28 clusters Score -2.323309e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158491 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36634 members 
Mstep: Class 16 contains 49250 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 99587 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 2418 members 
Mstep: Class 25 contains 5616 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233150.000000 Penalty: 16169.891602
Iteration 174Q: 28 clusters Score -2.323315e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158456 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36599 members 
Mstep: Class 16 contains 49203 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 99539 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 5622 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233208.000000 Penalty: 16169.891602
Iteration 175Q: 28 clusters Score -2.323321e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158440 members 
Mstep: Class 11 contains 515 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 49174 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 99489 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 2406 members 
Mstep: Class 25 contains 5632 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233240.000000 Penalty: 16169.891602
Iteration 176Q: 28 clusters Score -2.323324e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 2246 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158426 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36531 members 
Mstep: Class 16 contains 49155 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 99432 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 5645 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233286.000000 Penalty: 16169.891602
Iteration 177Q: 28 clusters Score -2.323329e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2384 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158382 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36508 members 
Mstep: Class 16 contains 49144 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 99381 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 5659 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233288.000000 Penalty: 16169.891602
Iteration 178Q: 28 clusters Score -2.323329e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158340 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36495 members 
Mstep: Class 16 contains 49119 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 99333 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 2417 members 
Mstep: Class 25 contains 5669 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233350.000000 Penalty: 16169.891602
Iteration 179Q: 28 clusters Score -2.323335e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158318 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36467 members 
Mstep: Class 16 contains 49090 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 99301 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2617 members 
Mstep: Class 24 contains 2443 members 
Mstep: Class 25 contains 5670 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233424.000000 Penalty: 16169.891602
Iteration 180F: 28 clusters Score -2.323342e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158226 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36438 members 
Mstep: Class 16 contains 49078 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 99278 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 5670 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233518.000000 Penalty: 16169.891602
Iteration 181Q: 28 clusters Score -2.323352e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158157 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36404 members 
Mstep: Class 16 contains 49068 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 99265 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2764 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 5672 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233592.000000 Penalty: 16169.891602
Iteration 182Q: 28 clusters Score -2.323359e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158130 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36375 members 
Mstep: Class 16 contains 49052 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 99251 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2800 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 5674 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233582.000000 Penalty: 16169.891602
Iteration 183Q: 28 clusters Score -2.323358e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158098 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36357 members 
Mstep: Class 16 contains 49034 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 99235 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 2588 members 
Mstep: Class 25 contains 5677 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233620.000000 Penalty: 16169.891602
Iteration 184Q: 28 clusters Score -2.323362e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158067 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36332 members 
Mstep: Class 16 contains 49038 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 99220 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2877 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 5678 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233684.000000 Penalty: 16169.891602
Iteration 185Q: 28 clusters Score -2.323368e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2390 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158068 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36303 members 
Mstep: Class 16 contains 49034 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 99206 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2912 members 
Mstep: Class 24 contains 2651 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233758.000000 Penalty: 16169.891602
Iteration 186Q: 28 clusters Score -2.323376e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158076 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36273 members 
Mstep: Class 16 contains 49036 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1309 members 
Mstep: Class 19 contains 99175 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233802.000000 Penalty: 16169.891602
Iteration 187Q: 28 clusters Score -2.32338e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158094 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36233 members 
Mstep: Class 16 contains 49031 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 99142 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 2714 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233832.000000 Penalty: 16169.891602
Iteration 188Q: 28 clusters Score -2.323383e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158123 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 49022 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1310 members 
Mstep: Class 19 contains 99120 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 2737 members 
Mstep: Class 25 contains 5680 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233850.000000 Penalty: 16169.891602
Iteration 189Q: 28 clusters Score -2.323385e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158134 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36174 members 
Mstep: Class 16 contains 49016 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1310 members 
Mstep: Class 19 contains 99101 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 5679 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233872.000000 Penalty: 16169.891602
Iteration 190Q: 28 clusters Score -2.323387e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158131 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36154 members 
Mstep: Class 16 contains 49003 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 99089 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3013 members 
Mstep: Class 24 contains 2805 members 
Mstep: Class 25 contains 5680 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233914.000000 Penalty: 16169.891602
Iteration 191Q: 28 clusters Score -2.323391e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158132 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36131 members 
Mstep: Class 16 contains 48986 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 99076 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 2826 members 
Mstep: Class 25 contains 5681 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233900.000000 Penalty: 16169.891602
Iteration 192Q: 28 clusters Score -2.32339e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158134 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36104 members 
Mstep: Class 16 contains 48973 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 99052 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 5681 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233910.000000 Penalty: 16169.891602
Iteration 193Q: 28 clusters Score -2.323391e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158138 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36075 members 
Mstep: Class 16 contains 48955 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 99030 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233922.000000 Penalty: 16169.891602
Iteration 194Q: 28 clusters Score -2.323392e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158170 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36043 members 
Mstep: Class 16 contains 48944 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1317 members 
Mstep: Class 19 contains 99005 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 2917 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233910.000000 Penalty: 16169.891602
Iteration 195Q: 28 clusters Score -2.323391e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158192 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 36003 members 
Mstep: Class 16 contains 48930 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1319 members 
Mstep: Class 19 contains 98981 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 2947 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233878.000000 Penalty: 16169.891602
Iteration 196Q: 28 clusters Score -2.323388e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158198 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35958 members 
Mstep: Class 16 contains 48924 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1320 members 
Mstep: Class 19 contains 98954 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 5689 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 144955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233890.000000 Penalty: 16169.891602
Iteration 197Q: 28 clusters Score -2.323389e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158194 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35916 members 
Mstep: Class 16 contains 48898 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1320 members 
Mstep: Class 19 contains 98921 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233870.000000 Penalty: 16169.891602
Iteration 198Q: 28 clusters Score -2.323387e+07 nChanged 293
Entering ConstructFrom: 
Score: -23233870.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -152025.218750 Penalty: 372.862549
	Iteration 0F: 2 clusters Score -152025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -149540.843750 Penalty: 745.725098
	Iteration 0F: 3 clusters Score -149540.8 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -150460.187500 Penalty: 745.725098
	Iteration 1F: 3 clusters Score -150460.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -150532.953125 Penalty: 745.725098
	Iteration 2F: 3 clusters Score -150533 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -150585.937500 Penalty: 745.725098
	Iteration 3Q: 3 clusters Score -150585.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -150664.000000 Penalty: 745.725098
	Iteration 4Q: 3 clusters Score -150664 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -150803.390625 Penalty: 745.725098
	Iteration 5Q: 3 clusters Score -150803.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -151018.687500 Penalty: 745.725098
	Iteration 6F: 3 clusters Score -151018.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -151250.671875 Penalty: 745.725098
	Iteration 7F: 3 clusters Score -151250.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -151447.968750 Penalty: 745.725098
	Iteration 8F: 3 clusters Score -151448 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151592.328125 Penalty: 745.725098
	Iteration 9F: 3 clusters Score -151592.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -151706.968750 Penalty: 745.725098
	Iteration 10F: 3 clusters Score -151707 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -151812.734375 Penalty: 745.725098
	Iteration 11Q: 3 clusters Score -151812.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -151896.375000 Penalty: 745.725098
	Iteration 12Q: 3 clusters Score -151896.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151947.281250 Penalty: 745.725098
	Iteration 13Q: 3 clusters Score -151947.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -151987.109375 Penalty: 745.725098
	Iteration 14Q: 3 clusters Score -151987.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -152020.234375 Penalty: 745.725098
	Iteration 15Q: 3 clusters Score -152020.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -152047.593750 Penalty: 745.725098
	Iteration 16Q: 3 clusters Score -152047.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152072.281250 Penalty: 745.725098
	Iteration 17Q: 3 clusters Score -152072.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152090.828125 Penalty: 745.725098
	Iteration 18Q: 3 clusters Score -152090.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152106.562500 Penalty: 745.725098
	Iteration 19Q: 3 clusters Score -152106.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152117.218750 Penalty: 745.725098
	Iteration 20F: 3 clusters Score -152117.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152127.187500 Penalty: 745.725098
	Iteration 21Q: 3 clusters Score -152127.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152136.281250 Penalty: 745.725098
	Iteration 22Q: 3 clusters Score -152136.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152141.593750 Penalty: 745.725098
	Iteration 23Q: 3 clusters Score -152141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152144.000000 Penalty: 745.725098
	Iteration 24Q: 3 clusters Score -152144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152145.656250 Penalty: 745.725098
	Iteration 25Q: 3 clusters Score -152145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152147.656250 Penalty: 745.725098
	Iteration 26Q: 3 clusters Score -152147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152148.640625 Penalty: 745.725098
	Iteration 27Q: 3 clusters Score -152148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152149.046875 Penalty: 745.725098
	Iteration 28Q: 3 clusters Score -152149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152148.953125 Penalty: 745.725098
	Iteration 29Q: 3 clusters Score -152149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152149.093750 Penalty: 745.725098
	Iteration 30Q: 3 clusters Score -152149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152149.359375 Penalty: 745.725098
	Iteration 31Q: 3 clusters Score -152149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152150.281250 Penalty: 745.725098
	Iteration 32Q: 3 clusters Score -152150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152150.437500 Penalty: 745.725098
	Iteration 33Q: 3 clusters Score -152150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152150.453125 Penalty: 745.725098
	Iteration 34Q: 3 clusters Score -152150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152150.453125 Penalty: 745.725098
	Iteration 35F: 3 clusters Score -152150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158166 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35887 members 
Mstep: Class 16 contains 48881 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1321 members 
Mstep: Class 19 contains 98895 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145152 members 
Mstep: Class 28 contains 551 members 
Entering Unmasked Estep 
Score: -23233746.000000 Penalty: 16768.777344
Splitting cluster 1 changes total score from -23233870.000000 to -23233746.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -129878.335938 Penalty: 362.715820
	Iteration 0F: 2 clusters Score -129878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -127854.742188 Penalty: 725.431641
	Iteration 0F: 3 clusters Score -127854.7 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -128521.445312 Penalty: 725.431641
	Iteration 1F: 3 clusters Score -128521.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -128605.984375 Penalty: 725.431641
	Iteration 2F: 3 clusters Score -128606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -128685.921875 Penalty: 725.431641
	Iteration 3F: 3 clusters Score -128685.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128784.070312 Penalty: 725.431641
	Iteration 4F: 3 clusters Score -128784.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -128879.453125 Penalty: 725.431641
	Iteration 5F: 3 clusters Score -128879.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -128955.328125 Penalty: 725.431641
	Iteration 6Q: 3 clusters Score -128955.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -129023.773438 Penalty: 725.431641
	Iteration 7Q: 3 clusters Score -129023.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129094.593750 Penalty: 725.431641
	Iteration 8Q: 3 clusters Score -129094.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129195.914062 Penalty: 725.431641
	Iteration 9Q: 3 clusters Score -129195.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129299.765625 Penalty: 725.431641
	Iteration 10Q: 3 clusters Score -129299.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129369.226562 Penalty: 725.431641
	Iteration 11Q: 3 clusters Score -129369.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129412.218750 Penalty: 725.431641
	Iteration 12Q: 3 clusters Score -129412.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129454.156250 Penalty: 725.431641
	Iteration 13Q: 3 clusters Score -129454.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129484.062500 Penalty: 725.431641
	Iteration 14Q: 3 clusters Score -129484.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -129507.757812 Penalty: 725.431641
	Iteration 15Q: 3 clusters Score -129507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129522.125000 Penalty: 725.431641
	Iteration 16Q: 3 clusters Score -129522.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129534.250000 Penalty: 725.431641
	Iteration 17Q: 3 clusters Score -129534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129542.117188 Penalty: 725.431641
	Iteration 18Q: 3 clusters Score -129542.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -129547.382812 Penalty: 725.431641
	Iteration 19Q: 3 clusters Score -129547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -129554.304688 Penalty: 725.431641
	Iteration 20F: 3 clusters Score -129554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -129564.710938 Penalty: 725.431641
	Iteration 21Q: 3 clusters Score -129564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -129572.835938 Penalty: 725.431641
	Iteration 22Q: 3 clusters Score -129572.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -129577.578125 Penalty: 725.431641
	Iteration 23Q: 3 clusters Score -129577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -129579.242188 Penalty: 725.431641
	Iteration 24Q: 3 clusters Score -129579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -129580.414062 Penalty: 725.431641
	Iteration 25Q: 3 clusters Score -129580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -129582.156250 Penalty: 725.431641
	Iteration 26Q: 3 clusters Score -129582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -129584.328125 Penalty: 725.431641
	Iteration 27Q: 3 clusters Score -129584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129587.484375 Penalty: 725.431641
	Iteration 28Q: 3 clusters Score -129587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -129589.156250 Penalty: 725.431641
	Iteration 29Q: 3 clusters Score -129589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -129591.984375 Penalty: 725.431641
	Iteration 30Q: 3 clusters Score -129592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129593.671875 Penalty: 725.431641
	Iteration 31Q: 3 clusters Score -129593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -129596.062500 Penalty: 725.431641
	Iteration 32Q: 3 clusters Score -129596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -129597.101562 Penalty: 725.431641
	Iteration 33Q: 3 clusters Score -129597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -129600.296875 Penalty: 725.431641
	Iteration 34Q: 3 clusters Score -129600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -129603.820312 Penalty: 725.431641
	Iteration 35Q: 3 clusters Score -129603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -129607.820312 Penalty: 725.431641
	Iteration 36Q: 3 clusters Score -129607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -129610.085938 Penalty: 725.431641
	Iteration 37Q: 3 clusters Score -129610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129612.093750 Penalty: 725.431641
	Iteration 38Q: 3 clusters Score -129612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -129614.390625 Penalty: 725.431641
	Iteration 39Q: 3 clusters Score -129614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -129618.414062 Penalty: 725.431641
	Iteration 40F: 3 clusters Score -129618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129624.929688 Penalty: 725.431641
	Iteration 41Q: 3 clusters Score -129624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -129627.921875 Penalty: 725.431641
	Iteration 42Q: 3 clusters Score -129627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -129630.242188 Penalty: 725.431641
	Iteration 43Q: 3 clusters Score -129630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -129631.335938 Penalty: 725.431641
	Iteration 44Q: 3 clusters Score -129631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -129632.398438 Penalty: 725.431641
	Iteration 45Q: 3 clusters Score -129632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -129633.789062 Penalty: 725.431641
	Iteration 46Q: 3 clusters Score -129633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -129635.078125 Penalty: 725.431641
	Iteration 47Q: 3 clusters Score -129635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -129636.046875 Penalty: 725.431641
	Iteration 48Q: 3 clusters Score -129636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -129637.179688 Penalty: 725.431641
	Iteration 49Q: 3 clusters Score -129637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -129638.109375 Penalty: 725.431641
	Iteration 50Q: 3 clusters Score -129638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -129639.007812 Penalty: 725.431641
	Iteration 51Q: 3 clusters Score -129639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -129639.039062 Penalty: 725.431641
	Iteration 52Q: 3 clusters Score -129639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -129639.734375 Penalty: 725.431641
	Iteration 53Q: 3 clusters Score -129639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -129640.554688 Penalty: 725.431641
	Iteration 54Q: 3 clusters Score -129640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -129641.125000 Penalty: 725.431641
	Iteration 55Q: 3 clusters Score -129641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -129642.273438 Penalty: 725.431641
	Iteration 56Q: 3 clusters Score -129642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -129643.554688 Penalty: 725.431641
	Iteration 57Q: 3 clusters Score -129643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -129644.000000 Penalty: 725.431641
	Iteration 58Q: 3 clusters Score -129644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -129644.000000 Penalty: 725.431641
	Iteration 59F: 3 clusters Score -129644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -108118.804688 Penalty: 351.682953
	Iteration 0F: 2 clusters Score -108118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -106515.703125 Penalty: 703.365906
	Iteration 0F: 3 clusters Score -106515.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -107103.601562 Penalty: 703.365906
	Iteration 1F: 3 clusters Score -107103.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -107181.375000 Penalty: 703.365906
	Iteration 2F: 3 clusters Score -107181.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -107246.843750 Penalty: 703.365906
	Iteration 3F: 3 clusters Score -107246.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -107309.531250 Penalty: 703.365906
	Iteration 4F: 3 clusters Score -107309.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -107368.023438 Penalty: 703.365906
	Iteration 5Q: 3 clusters Score -107368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -107437.687500 Penalty: 703.365906
	Iteration 6Q: 3 clusters Score -107437.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -107509.117188 Penalty: 703.365906
	Iteration 7Q: 3 clusters Score -107509.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -107552.031250 Penalty: 703.365906
	Iteration 8Q: 3 clusters Score -107552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -107578.812500 Penalty: 703.365906
	Iteration 9Q: 3 clusters Score -107578.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -107589.070312 Penalty: 703.365906
	Iteration 10Q: 3 clusters Score -107589.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -107592.906250 Penalty: 703.365906
	Iteration 11Q: 3 clusters Score -107592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -107596.015625 Penalty: 703.365906
	Iteration 12Q: 3 clusters Score -107596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -107599.093750 Penalty: 703.365906
	Iteration 13Q: 3 clusters Score -107599.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107602.968750 Penalty: 703.365906
	Iteration 14Q: 3 clusters Score -107603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -107609.296875 Penalty: 703.365906
	Iteration 15Q: 3 clusters Score -107609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -107614.710938 Penalty: 703.365906
	Iteration 16Q: 3 clusters Score -107614.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -107618.703125 Penalty: 703.365906
	Iteration 17Q: 3 clusters Score -107618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107621.273438 Penalty: 703.365906
	Iteration 18Q: 3 clusters Score -107621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107623.992188 Penalty: 703.365906
	Iteration 19Q: 3 clusters Score -107624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -107626.148438 Penalty: 703.365906
	Iteration 20F: 3 clusters Score -107626.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107628.937500 Penalty: 703.365906
	Iteration 21Q: 3 clusters Score -107628.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -107631.875000 Penalty: 703.365906
	Iteration 22Q: 3 clusters Score -107631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107632.820312 Penalty: 703.365906
	Iteration 23Q: 3 clusters Score -107632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -107633.335938 Penalty: 703.365906
	Iteration 24Q: 3 clusters Score -107633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107633.351562 Penalty: 703.365906
	Iteration 25Q: 3 clusters Score -107633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107633.351562 Penalty: 703.365906
	Iteration 26F: 3 clusters Score -107633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -15137.015625 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -15137.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14745.225586 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -14745.23 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14853.851562 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -14853.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14874.134766 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -14874.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14889.767578 Penalty: 533.071899
	Iteration 3F: 3 clusters Score -14889.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14891.324219 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -14891.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14891.324219 Penalty: 533.071899
	Iteration 5F: 3 clusters Score -14891.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -103426.843750 Penalty: 354.022797
	Iteration 0F: 2 clusters Score -103426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -101705.367188 Penalty: 708.045593
	Iteration 0F: 3 clusters Score -101705.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -102299.804688 Penalty: 708.045593
	Iteration 1F: 3 clusters Score -102299.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -102379.164062 Penalty: 708.045593
	Iteration 2F: 3 clusters Score -102379.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -102450.250000 Penalty: 708.045593
	Iteration 3F: 3 clusters Score -102450.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -102505.367188 Penalty: 708.045593
	Iteration 4Q: 3 clusters Score -102505.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -102572.984375 Penalty: 708.045593
	Iteration 5Q: 3 clusters Score -102573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -102647.140625 Penalty: 708.045593
	Iteration 6Q: 3 clusters Score -102647.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -102716.914062 Penalty: 708.045593
	Iteration 7Q: 3 clusters Score -102716.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -102796.039062 Penalty: 708.045593
	Iteration 8Q: 3 clusters Score -102796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -102872.273438 Penalty: 708.045593
	Iteration 9Q: 3 clusters Score -102872.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -102942.453125 Penalty: 708.045593
	Iteration 10Q: 3 clusters Score -102942.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -103012.343750 Penalty: 708.045593
	Iteration 11Q: 3 clusters Score -103012.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -103059.476562 Penalty: 708.045593
	Iteration 12Q: 3 clusters Score -103059.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -103088.484375 Penalty: 708.045593
	Iteration 13Q: 3 clusters Score -103088.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -103116.835938 Penalty: 708.045593
	Iteration 14Q: 3 clusters Score -103116.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -103139.289062 Penalty: 708.045593
	Iteration 15Q: 3 clusters Score -103139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -103155.703125 Penalty: 708.045593
	Iteration 16Q: 3 clusters Score -103155.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -103164.359375 Penalty: 708.045593
	Iteration 17Q: 3 clusters Score -103164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -103166.359375 Penalty: 708.045593
	Iteration 18Q: 3 clusters Score -103166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -103168.453125 Penalty: 708.045593
	Iteration 19Q: 3 clusters Score -103168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -103172.453125 Penalty: 708.045593
	Iteration 20F: 3 clusters Score -103172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -103177.945312 Penalty: 708.045593
	Iteration 21Q: 3 clusters Score -103177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -103181.085938 Penalty: 708.045593
	Iteration 22Q: 3 clusters Score -103181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -103182.515625 Penalty: 708.045593
	Iteration 23Q: 3 clusters Score -103182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -103182.851562 Penalty: 708.045593
	Iteration 24Q: 3 clusters Score -103182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -103188.609375 Penalty: 708.045593
	Iteration 25Q: 3 clusters Score -103188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -103189.781250 Penalty: 708.045593
	Iteration 26Q: 3 clusters Score -103189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -103189.781250 Penalty: 708.045593
	Iteration 27F: 3 clusters Score -103189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -110738.671875 Penalty: 350.834717
	Iteration 0F: 2 clusters Score -110738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -109159.757812 Penalty: 701.669434
	Iteration 0F: 3 clusters Score -109159.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109668.460938 Penalty: 701.669434
	Iteration 1F: 3 clusters Score -109668.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -109723.085938 Penalty: 701.669434
	Iteration 2F: 3 clusters Score -109723.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -109767.382812 Penalty: 701.669434
	Iteration 3Q: 3 clusters Score -109767.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -109819.867188 Penalty: 701.669434
	Iteration 4Q: 3 clusters Score -109819.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -109866.914062 Penalty: 701.669434
	Iteration 5Q: 3 clusters Score -109866.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -109902.507812 Penalty: 701.669434
	Iteration 6Q: 3 clusters Score -109902.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -109947.578125 Penalty: 701.669434
	Iteration 7Q: 3 clusters Score -109947.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -109997.234375 Penalty: 701.669434
	Iteration 8Q: 3 clusters Score -109997.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -110044.976562 Penalty: 701.669434
	Iteration 9Q: 3 clusters Score -110045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -110097.679688 Penalty: 701.669434
	Iteration 10Q: 3 clusters Score -110097.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -110130.898438 Penalty: 701.669434
	Iteration 11Q: 3 clusters Score -110130.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -110152.320312 Penalty: 701.669434
	Iteration 12Q: 3 clusters Score -110152.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -110162.828125 Penalty: 701.669434
	Iteration 13Q: 3 clusters Score -110162.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -110169.742188 Penalty: 701.669434
	Iteration 14Q: 3 clusters Score -110169.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -110175.476562 Penalty: 701.669434
	Iteration 15Q: 3 clusters Score -110175.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -110178.328125 Penalty: 701.669434
	Iteration 16Q: 3 clusters Score -110178.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -110181.093750 Penalty: 701.669434
	Iteration 17Q: 3 clusters Score -110181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -110182.992188 Penalty: 701.669434
	Iteration 18Q: 3 clusters Score -110183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -110185.789062 Penalty: 701.669434
	Iteration 19Q: 3 clusters Score -110185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -110187.593750 Penalty: 701.669434
	Iteration 20F: 3 clusters Score -110187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -110188.148438 Penalty: 701.669434
	Iteration 21Q: 3 clusters Score -110188.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -110188.351562 Penalty: 701.669434
	Iteration 22Q: 3 clusters Score -110188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -110188.625000 Penalty: 701.669434
	Iteration 23Q: 3 clusters Score -110188.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -110188.625000 Penalty: 701.669434
	Iteration 24F: 3 clusters Score -110188.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -11861.114258 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -11861.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11500.691406 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -11500.69 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11632.656250 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -11632.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11698.862305 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -11698.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11742.263672 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -11742.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11768.312500 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -11768.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11771.691406 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -11771.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11774.079102 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -11774.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11779.702148 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -11779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11791.384766 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -11791.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11802.931641 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -11802.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11812.509766 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -11812.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11822.962891 Penalty: 527.717468
	Iteration 11Q: 3 clusters Score -11822.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11826.140625 Penalty: 527.717468
	Iteration 12Q: 3 clusters Score -11826.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11826.989258 Penalty: 527.717468
	Iteration 13Q: 3 clusters Score -11826.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -11827.790039 Penalty: 527.717468
	Iteration 14Q: 3 clusters Score -11827.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11828.651367 Penalty: 527.717468
	Iteration 15Q: 3 clusters Score -11828.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11830.127930 Penalty: 527.717468
	Iteration 16Q: 3 clusters Score -11830.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11830.830078 Penalty: 527.717468
	Iteration 17Q: 3 clusters Score -11830.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11830.830078 Penalty: 527.717468
	Iteration 18F: 3 clusters Score -11830.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10755.093750 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10755.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10406.608398 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10406.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10490.072266 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10490.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10520.684570 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10520.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10544.462891 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -10544.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -10552.307617 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10552.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10558.923828 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10558.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10560.857422 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10560.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10563.844727 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10563.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10565.362305 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10565.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10567.362305 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -10567.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10567.362305 Penalty: 507.066010
	Iteration 10F: 3 clusters Score -10567.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -6296.890137 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -6296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6048.991699 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6048.992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6101.306152 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6101.306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6115.388672 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -6115.389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6117.355957 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6117.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6118.000977 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -6118.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6119.138672 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -6119.139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6119.138672 Penalty: 452.882751
	Iteration 6F: 3 clusters Score -6119.139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Entering Unmasked Estep 
Score: -7325667.000000 Penalty: 544.698730
	Iteration 0F: 2 clusters Score -7325667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -7220786.000000 Penalty: 1089.397461
	Iteration 0F: 3 clusters Score -7220786 nChanged 77779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -7268424.000000 Penalty: 1089.397461
	Iteration 1F: 3 clusters Score -7268424 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -7270855.000000 Penalty: 1089.397461
	Iteration 2Q: 3 clusters Score -7270855 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -7275175.500000 Penalty: 1089.397461
	Iteration 3F: 3 clusters Score -7275176 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -7282774.500000 Penalty: 1089.397461
	Iteration 4F: 3 clusters Score -7282774 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -7293747.500000 Penalty: 1089.397461
	Iteration 5F: 3 clusters Score -7293748 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -7303555.500000 Penalty: 1089.397461
	Iteration 6F: 3 clusters Score -7303556 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -7307955.000000 Penalty: 1089.397461
	Iteration 7F: 3 clusters Score -7307955 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -7309694.500000 Penalty: 1089.397461
	Iteration 8Q: 3 clusters Score -7309694 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7310913.000000 Penalty: 1089.397461
	Iteration 9Q: 3 clusters Score -7310913 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -7312217.500000 Penalty: 1089.397461
	Iteration 10Q: 3 clusters Score -7312218 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -7313377.500000 Penalty: 1089.397461
	Iteration 11Q: 3 clusters Score -7313378 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -7314312.000000 Penalty: 1089.397461
	Iteration 12Q: 3 clusters Score -7314312 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7315071.500000 Penalty: 1089.397461
	Iteration 13Q: 3 clusters Score -7315072 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112216 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -7315767.500000 Penalty: 1089.397461
	Iteration 14Q: 3 clusters Score -7315768 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113267 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -7316241.000000 Penalty: 1089.397461
	Iteration 15Q: 3 clusters Score -7316241 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -7316638.500000 Penalty: 1089.397461
	Iteration 16Q: 3 clusters Score -7316638 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115156 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -7316996.000000 Penalty: 1089.397461
	Iteration 17Q: 3 clusters Score -7316996 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116038 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -7317257.500000 Penalty: 1089.397461
	Iteration 18Q: 3 clusters Score -7317258 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7317474.500000 Penalty: 1089.397461
	Iteration 19Q: 3 clusters Score -7317474 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7317664.500000 Penalty: 1089.397461
	Iteration 20F: 3 clusters Score -7317664 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -7317821.000000 Penalty: 1089.397461
	Iteration 21Q: 3 clusters Score -7317821 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7317970.500000 Penalty: 1089.397461
	Iteration 22Q: 3 clusters Score -7317970 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -7318107.500000 Penalty: 1089.397461
	Iteration 23Q: 3 clusters Score -7318108 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7318250.500000 Penalty: 1089.397461
	Iteration 24Q: 3 clusters Score -7318250 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -7318387.000000 Penalty: 1089.397461
	Iteration 25Q: 3 clusters Score -7318387 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122621 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7318529.500000 Penalty: 1089.397461
	Iteration 26Q: 3 clusters Score -7318530 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123477 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7318654 nChanged 865
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124342 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7318799 nChanged 914
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7318979 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7319134 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127041 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7319300 nChanged 943
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127984 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7319495 nChanged 1005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128989 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7319648 nChanged 1005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129994 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7319830 nChanged 988
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7320060 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7320278 nChanged 964
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Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7320468 nChanged 936
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Mstep: Class 1 contains 133865 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7320716 nChanged 957
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Mstep: Class 1 contains 134822 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7320914 nChanged 976
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Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7321169 nChanged 959
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Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7321438 nChanged 958
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Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7321687 nChanged 1012
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Mstep: Class 1 contains 138727 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7321865 nChanged 977
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Mstep: Class 1 contains 139704 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7322025 nChanged 1039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7322264 nChanged 1032
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7322486 nChanged 1060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7322795 nChanged 1062
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7323016 nChanged 1035
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7323254 nChanged 1011
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Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7323467 nChanged 1018
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7323684 nChanged 948
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Mstep: Class 1 contains 147909 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7323869 nChanged 918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148827 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7324079 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7324220 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7324308 nChanged 734
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Mstep: Class 1 contains 151216 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7324474 nChanged 738
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Mstep: Class 1 contains 151954 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7324566 nChanged 681
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Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7324638 nChanged 619
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Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7324767 nChanged 609
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Mstep: Class 1 contains 153863 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7324831 nChanged 562
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Mstep: Class 1 contains 154425 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7324948 nChanged 520
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Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7325035 nChanged 467
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Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7325130 nChanged 432
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Mstep: Class 1 contains 155842 members 
Mstep: Class 2 contains 2324 members 
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	Iteration 64Q: 3 clusters Score -7325259 nChanged 377
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Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7325312 nChanged 282
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Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7325365 nChanged 219
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Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7325390 nChanged 167
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Mstep: Class 1 contains 156843 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7325414 nChanged 138
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Mstep: Class 1 contains 156959 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7325426 nChanged 127
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Mstep: Class 1 contains 157080 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7325436 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7325486 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7325490 nChanged 82
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Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7325492 nChanged 57
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Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7325480 nChanged 50
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Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7325489 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7325482 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7325476.500000 Penalty: 1089.397461
	Iteration 77Q: 3 clusters Score -7325476 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7325475 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157468 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7325469 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7325472 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7325476 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7325478 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7325474 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7325474 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157505 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7325466 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7325472 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7325473 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7325474 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7325475 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7325473 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7325479 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157520 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7325482 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157522 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7325482 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7325486 nChanged 10
Entering Unmasked Mstep 
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	Iteration 95Q: 3 clusters Score -7325487 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7325490 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7325496 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 639 members 
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	Iteration 98Q: 3 clusters Score -7325493 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7325496 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7325491.500000 Penalty: 1089.397461
	Iteration 100F: 3 clusters Score -7325492 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7325504 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7325500 nChanged 9
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7325505 nChanged 3
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Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7325510 nChanged 3
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	Iteration 105Q: 3 clusters Score -7325503 nChanged 3
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	Iteration 106Q: 3 clusters Score -7325508 nChanged 2
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	Iteration 107Q: 3 clusters Score -7325504 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157532 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7325502 nChanged 1
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	Iteration 109Q: 3 clusters Score -7325502 nChanged 1
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	Iteration 110Q: 3 clusters Score -7325498 nChanged 1
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	Iteration 111Q: 3 clusters Score -7325506 nChanged 5
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Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 636 members 
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	Iteration 112Q: 3 clusters Score -7325510 nChanged 6
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	Iteration 113Q: 3 clusters Score -7325506 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7325512 nChanged 3
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	Iteration 115Q: 3 clusters Score -7325509 nChanged 2
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	Iteration 116Q: 3 clusters Score -7325505 nChanged 1
Entering Unmasked Mstep 
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	Iteration 117Q: 3 clusters Score -7325508 nChanged 0
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Entering Unmasked Estep 
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	Iteration 118F: 3 clusters Score -7325508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22917.189453 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -22917.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22397.605469 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -22397.61 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22523.681641 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -22523.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22550.500000 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -22550.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22569.177734 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -22569.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22585.625000 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -22585.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22598.884766 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -22598.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -22611.332031 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -22611.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22616.470703 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -22616.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22617.097656 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -22617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22618.716797 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -22618.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22619.580078 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -22619.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22620.671875 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -22620.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22621.193359 Penalty: 568.042297
	Iteration 12Q: 3 clusters Score -22621.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22623.013672 Penalty: 568.042297
	Iteration 13Q: 3 clusters Score -22623.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22624.134766 Penalty: 568.042297
	Iteration 14Q: 3 clusters Score -22624.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22626.521484 Penalty: 568.042297
	Iteration 15Q: 3 clusters Score -22626.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22628.994141 Penalty: 568.042297
	Iteration 16Q: 3 clusters Score -22628.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22631.839844 Penalty: 568.042297
	Iteration 17Q: 3 clusters Score -22631.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22632.218750 Penalty: 568.042297
	Iteration 18Q: 3 clusters Score -22632.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22632.380859 Penalty: 568.042297
	Iteration 19Q: 3 clusters Score -22632.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22632.380859 Penalty: 568.042297
	Iteration 20F: 3 clusters Score -22632.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -113317.562500 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -113317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -111676.343750 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -111676.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -112209.375000 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -112209.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -112269.515625 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -112269.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -112313.507812 Penalty: 704.003967
	Iteration 3Q: 3 clusters Score -112313.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -112348.531250 Penalty: 704.003967
	Iteration 4Q: 3 clusters Score -112348.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -112378.843750 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -112378.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -112413.234375 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -112413.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -112456.109375 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -112456.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -112504.750000 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -112504.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -112572.398438 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -112572.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -112664.054688 Penalty: 704.003967
	Iteration 10F: 3 clusters Score -112664.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -112744.632812 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -112744.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -112824.562500 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -112824.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -112899.101562 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -112899.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -112948.890625 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -112948.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -112977.531250 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -112977.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -112992.257812 Penalty: 704.003967
	Iteration 16Q: 3 clusters Score -112992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -112998.453125 Penalty: 704.003967
	Iteration 17Q: 3 clusters Score -112998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -113007.687500 Penalty: 704.003967
	Iteration 18Q: 3 clusters Score -113007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -113010.171875 Penalty: 704.003967
	Iteration 19Q: 3 clusters Score -113010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -113010.171875 Penalty: 704.003967
	Iteration 20F: 3 clusters Score -113010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -30056.656250 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -30056.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29421.941406 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -29421.94 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29681.109375 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -29681.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29741.222656 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -29741.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29783.511719 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -29783.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29805.171875 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -29805.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -29820.660156 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -29820.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29834.277344 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -29834.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29853.068359 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -29853.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -29862.333984 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -29862.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -29873.873047 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -29873.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29880.009766 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -29880.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29883.410156 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -29883.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -29884.814453 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -29884.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -29885.958984 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -29885.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -29886.875000 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -29886.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29887.234375 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -29887.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29887.234375 Penalty: 599.216003
	Iteration 16F: 3 clusters Score -29887.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8744.346680 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8744.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8456.225586 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -8456.226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8510.831055 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8510.831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8527.963867 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8527.964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8539.866211 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -8539.866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8550.796875 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8550.797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8556.742188 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -8556.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8558.200195 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -8558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8564.666016 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -8564.666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8566.759766 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -8566.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8567.219727 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -8567.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8567.219727 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -8567.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Entering Unmasked Estep 
Score: -1701997.750000 Penalty: 477.209930
	Iteration 0F: 2 clusters Score -1701998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1678025.500000 Penalty: 954.419861
	Iteration 0F: 3 clusters Score -1678026 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1688055.500000 Penalty: 954.419861
	Iteration 1F: 3 clusters Score -1688056 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1688602.875000 Penalty: 954.419861
	Iteration 2Q: 3 clusters Score -1688603 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -1689554.250000 Penalty: 954.419861
	Iteration 3F: 3 clusters Score -1689554 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -1691185.250000 Penalty: 954.419861
	Iteration 4F: 3 clusters Score -1691185 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -1693746.250000 Penalty: 954.419861
	Iteration 5F: 3 clusters Score -1693746 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -1696603.875000 Penalty: 954.419861
	Iteration 6F: 3 clusters Score -1696604 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -1699009.875000 Penalty: 954.419861
	Iteration 7F: 3 clusters Score -1699010 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -1700413.500000 Penalty: 954.419861
	Iteration 8Q: 3 clusters Score -1700414 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -1701103.375000 Penalty: 954.419861
	Iteration 9Q: 3 clusters Score -1701103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -1701392.750000 Penalty: 954.419861
	Iteration 10Q: 3 clusters Score -1701393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -1701498.375000 Penalty: 954.419861
	Iteration 11Q: 3 clusters Score -1701498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -1701539.875000 Penalty: 954.419861
	Iteration 12Q: 3 clusters Score -1701540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -1701561.250000 Penalty: 954.419861
	Iteration 13Q: 3 clusters Score -1701561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -1701574.125000 Penalty: 954.419861
	Iteration 14Q: 3 clusters Score -1701574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -1701586.000000 Penalty: 954.419861
	Iteration 15Q: 3 clusters Score -1701586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -1701590.375000 Penalty: 954.419861
	Iteration 16Q: 3 clusters Score -1701590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -1701595.000000 Penalty: 954.419861
	Iteration 17Q: 3 clusters Score -1701595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -1701596.750000 Penalty: 954.419861
	Iteration 18Q: 3 clusters Score -1701597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -1701598.500000 Penalty: 954.419861
	Iteration 19Q: 3 clusters Score -1701598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -1701598.875000 Penalty: 954.419861
	Iteration 20F: 3 clusters Score -1701599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -1701604.625000 Penalty: 954.419861
	Iteration 21Q: 3 clusters Score -1701605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -1701606.375000 Penalty: 954.419861
	Iteration 22Q: 3 clusters Score -1701606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -1701606.625000 Penalty: 954.419861
	Iteration 23Q: 3 clusters Score -1701607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -1701608.375000 Penalty: 954.419861
	Iteration 24Q: 3 clusters Score -1701608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -1701608.000000 Penalty: 954.419861
	Iteration 25Q: 3 clusters Score -1701608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -1701607.500000 Penalty: 954.419861
	Iteration 26Q: 3 clusters Score -1701608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -1701608.000000 Penalty: 954.419861
	Iteration 27Q: 3 clusters Score -1701608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -1701612.750000 Penalty: 954.419861
	Iteration 28Q: 3 clusters Score -1701613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -1701614.250000 Penalty: 954.419861
	Iteration 29Q: 3 clusters Score -1701614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -1701613.125000 Penalty: 954.419861
	Iteration 30Q: 3 clusters Score -1701613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -1701613.125000 Penalty: 954.419861
	Iteration 31F: 3 clusters Score -1701613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Entering Unmasked Estep 
Score: -2153179.250000 Penalty: 491.270050
	Iteration 0F: 2 clusters Score -2153179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2120535.000000 Penalty: 982.540100
	Iteration 0F: 3 clusters Score -2120535 nChanged 23626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2134033.500000 Penalty: 982.540100
	Iteration 1F: 3 clusters Score -2134034 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2134444.000000 Penalty: 982.540100
	Iteration 2Q: 3 clusters Score -2134444 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2135019.750000 Penalty: 982.540100
	Iteration 3Q: 3 clusters Score -2135020 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -2136033.750000 Penalty: 982.540100
	Iteration 4Q: 3 clusters Score -2136034 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2137639.250000 Penalty: 982.540100
	Iteration 5F: 3 clusters Score -2137639 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -2140095.250000 Penalty: 982.540100
	Iteration 6F: 3 clusters Score -2140095 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -2142967.750000 Penalty: 982.540100
	Iteration 7F: 3 clusters Score -2142968 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -2145339.500000 Penalty: 982.540100
	Iteration 8F: 3 clusters Score -2145340 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -2146839.250000 Penalty: 982.540100
	Iteration 9F: 3 clusters Score -2146839 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -2147761.000000 Penalty: 982.540100
	Iteration 10Q: 3 clusters Score -2147761 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -2148421.000000 Penalty: 982.540100
	Iteration 11Q: 3 clusters Score -2148421 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -2148972.250000 Penalty: 982.540100
	Iteration 12Q: 3 clusters Score -2148972 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -2149509.750000 Penalty: 982.540100
	Iteration 13Q: 3 clusters Score -2149510 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -2150033.750000 Penalty: 982.540100
	Iteration 14Q: 3 clusters Score -2150034 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -2150485.750000 Penalty: 982.540100
	Iteration 15Q: 3 clusters Score -2150486 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -2150869.750000 Penalty: 982.540100
	Iteration 16Q: 3 clusters Score -2150870 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -2151211.750000 Penalty: 982.540100
	Iteration 17Q: 3 clusters Score -2151212 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -2151511.000000 Penalty: 982.540100
	Iteration 18Q: 3 clusters Score -2151511 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -2151753.500000 Penalty: 982.540100
	Iteration 19Q: 3 clusters Score -2151754 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -2151933.750000 Penalty: 982.540100
	Iteration 20F: 3 clusters Score -2151934 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -2152076.000000 Penalty: 982.540100
	Iteration 21Q: 3 clusters Score -2152076 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -2152222.000000 Penalty: 982.540100
	Iteration 22Q: 3 clusters Score -2152222 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -2152337.500000 Penalty: 982.540100
	Iteration 23Q: 3 clusters Score -2152338 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -2152437.000000 Penalty: 982.540100
	Iteration 24Q: 3 clusters Score -2152437 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -2152499.000000 Penalty: 982.540100
	Iteration 25Q: 3 clusters Score -2152499 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -2152557.750000 Penalty: 982.540100
	Iteration 26Q: 3 clusters Score -2152558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -2152601.000000 Penalty: 982.540100
	Iteration 27Q: 3 clusters Score -2152601 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -2152635.500000 Penalty: 982.540100
	Iteration 28Q: 3 clusters Score -2152636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -2152663.250000 Penalty: 982.540100
	Iteration 29Q: 3 clusters Score -2152663 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -2152700.750000 Penalty: 982.540100
	Iteration 30Q: 3 clusters Score -2152701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -2152721.000000 Penalty: 982.540100
	Iteration 31Q: 3 clusters Score -2152721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -2152733.750000 Penalty: 982.540100
	Iteration 32Q: 3 clusters Score -2152734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -2152744.250000 Penalty: 982.540100
	Iteration 33Q: 3 clusters Score -2152744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -2152748.000000 Penalty: 982.540100
	Iteration 34Q: 3 clusters Score -2152748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -2152754.000000 Penalty: 982.540100
	Iteration 35Q: 3 clusters Score -2152754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -2152759.500000 Penalty: 982.540100
	Iteration 36Q: 3 clusters Score -2152760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -2152765.500000 Penalty: 982.540100
	Iteration 37Q: 3 clusters Score -2152766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -2152783.000000 Penalty: 982.540100
	Iteration 38Q: 3 clusters Score -2152783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -2152787.000000 Penalty: 982.540100
	Iteration 39Q: 3 clusters Score -2152787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -2152791.750000 Penalty: 982.540100
	Iteration 40F: 3 clusters Score -2152792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -2152793.250000 Penalty: 982.540100
	Iteration 41Q: 3 clusters Score -2152793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -2152803.000000 Penalty: 982.540100
	Iteration 42Q: 3 clusters Score -2152803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -2152804.750000 Penalty: 982.540100
	Iteration 43Q: 3 clusters Score -2152805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -2152811.000000 Penalty: 982.540100
	Iteration 44Q: 3 clusters Score -2152811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -2152819.250000 Penalty: 982.540100
	Iteration 45Q: 3 clusters Score -2152819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -2152824.250000 Penalty: 982.540100
	Iteration 46Q: 3 clusters Score -2152824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -2152819.500000 Penalty: 982.540100
	Iteration 47Q: 3 clusters Score -2152820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -2152826.250000 Penalty: 982.540100
	Iteration 48Q: 3 clusters Score -2152826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -2152828.000000 Penalty: 982.540100
	Iteration 49Q: 3 clusters Score -2152828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -2152831.500000 Penalty: 982.540100
	Iteration 50Q: 3 clusters Score -2152832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -2152834.750000 Penalty: 982.540100
	Iteration 51Q: 3 clusters Score -2152835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -2152834.500000 Penalty: 982.540100
	Iteration 52Q: 3 clusters Score -2152834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -2152836.750000 Penalty: 982.540100
	Iteration 53Q: 3 clusters Score -2152837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -2152842.500000 Penalty: 982.540100
	Iteration 54Q: 3 clusters Score -2152842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -2152841.750000 Penalty: 982.540100
	Iteration 55Q: 3 clusters Score -2152842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -2152849.750000 Penalty: 982.540100
	Iteration 56Q: 3 clusters Score -2152850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -2152850.000000 Penalty: 982.540100
	Iteration 57Q: 3 clusters Score -2152850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -2152849.250000 Penalty: 982.540100
	Iteration 58Q: 3 clusters Score -2152849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -2152852.500000 Penalty: 982.540100
	Iteration 59Q: 3 clusters Score -2152852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -2152849.000000 Penalty: 982.540100
	Iteration 60F: 3 clusters Score -2152849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -2152854.750000 Penalty: 982.540100
	Iteration 61Q: 3 clusters Score -2152855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -2152856.750000 Penalty: 982.540100
	Iteration 62Q: 3 clusters Score -2152857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -2152857.500000 Penalty: 982.540100
	Iteration 63Q: 3 clusters Score -2152858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -2152858.500000 Penalty: 982.540100
	Iteration 64Q: 3 clusters Score -2152858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -2152855.250000 Penalty: 982.540100
	Iteration 65Q: 3 clusters Score -2152855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -2152858.750000 Penalty: 982.540100
	Iteration 66Q: 3 clusters Score -2152859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -2152860.750000 Penalty: 982.540100
	Iteration 67Q: 3 clusters Score -2152861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -2152858.000000 Penalty: 982.540100
	Iteration 68Q: 3 clusters Score -2152858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -2152859.500000 Penalty: 982.540100
	Iteration 69Q: 3 clusters Score -2152860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -2152858.750000 Penalty: 982.540100
	Iteration 70Q: 3 clusters Score -2152859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -2152863.500000 Penalty: 982.540100
	Iteration 71Q: 3 clusters Score -2152864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -2152863.000000 Penalty: 982.540100
	Iteration 72Q: 3 clusters Score -2152863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -2152864.250000 Penalty: 982.540100
	Iteration 73Q: 3 clusters Score -2152864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -2152866.250000 Penalty: 982.540100
	Iteration 74Q: 3 clusters Score -2152866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -2152867.750000 Penalty: 982.540100
	Iteration 75Q: 3 clusters Score -2152868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -2152871.250000 Penalty: 982.540100
	Iteration 76Q: 3 clusters Score -2152871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -2152871.250000 Penalty: 982.540100
	Iteration 77Q: 3 clusters Score -2152871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -2152874.250000 Penalty: 982.540100
	Iteration 78Q: 3 clusters Score -2152874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -2152884.000000 Penalty: 982.540100
	Iteration 79Q: 3 clusters Score -2152884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -2152887.750000 Penalty: 982.540100
	Iteration 80F: 3 clusters Score -2152888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -2152889.750000 Penalty: 982.540100
	Iteration 81Q: 3 clusters Score -2152890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -2152894.000000 Penalty: 982.540100
	Iteration 82Q: 3 clusters Score -2152894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -2152893.000000 Penalty: 982.540100
	Iteration 83Q: 3 clusters Score -2152893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -2152895.000000 Penalty: 982.540100
	Iteration 84Q: 3 clusters Score -2152895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -2152899.250000 Penalty: 982.540100
	Iteration 85Q: 3 clusters Score -2152899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -2152900.500000 Penalty: 982.540100
	Iteration 86Q: 3 clusters Score -2152900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -2152900.000000 Penalty: 982.540100
	Iteration 87Q: 3 clusters Score -2152900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -2152901.750000 Penalty: 982.540100
	Iteration 88Q: 3 clusters Score -2152902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -2152903.500000 Penalty: 982.540100
	Iteration 89Q: 3 clusters Score -2152904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -2152902.250000 Penalty: 982.540100
	Iteration 90Q: 3 clusters Score -2152902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -2152904.250000 Penalty: 982.540100
	Iteration 91Q: 3 clusters Score -2152904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -2152905.750000 Penalty: 982.540100
	Iteration 92Q: 3 clusters Score -2152906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -2152907.500000 Penalty: 982.540100
	Iteration 93Q: 3 clusters Score -2152908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -2152907.500000 Penalty: 982.540100
	Iteration 94F: 3 clusters Score -2152908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -27302.041016 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -27302.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26726.875000 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -26726.88 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26876.544922 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -26876.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26904.785156 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -26904.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26922.265625 Penalty: 581.968811
	Iteration 3Q: 3 clusters Score -26922.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26932.712891 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -26932.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26940.007812 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -26940.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26943.718750 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -26943.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26947.349609 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -26947.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26948.873047 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -26948.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26949.597656 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -26949.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26949.777344 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -26949.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26949.777344 Penalty: 581.968811
	Iteration 11F: 3 clusters Score -26949.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -65202.359375 Penalty: 326.969574
	Iteration 0F: 2 clusters Score -65202.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -64183.820312 Penalty: 653.939148
	Iteration 0F: 3 clusters Score -64183.82 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -64513.714844 Penalty: 653.939148
	Iteration 1F: 3 clusters Score -64513.71 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64562.222656 Penalty: 653.939148
	Iteration 2F: 3 clusters Score -64562.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64593.710938 Penalty: 653.939148
	Iteration 3Q: 3 clusters Score -64593.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64627.246094 Penalty: 653.939148
	Iteration 4Q: 3 clusters Score -64627.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64653.726562 Penalty: 653.939148
	Iteration 5Q: 3 clusters Score -64653.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64674.808594 Penalty: 653.939148
	Iteration 6Q: 3 clusters Score -64674.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64703.007812 Penalty: 653.939148
	Iteration 7Q: 3 clusters Score -64703.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64736.308594 Penalty: 653.939148
	Iteration 8Q: 3 clusters Score -64736.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64777.253906 Penalty: 653.939148
	Iteration 9Q: 3 clusters Score -64777.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64811.375000 Penalty: 653.939148
	Iteration 10Q: 3 clusters Score -64811.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64845.164062 Penalty: 653.939148
	Iteration 11Q: 3 clusters Score -64845.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -64883.050781 Penalty: 653.939148
	Iteration 12Q: 3 clusters Score -64883.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -64903.968750 Penalty: 653.939148
	Iteration 13Q: 3 clusters Score -64903.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -64924.324219 Penalty: 653.939148
	Iteration 14Q: 3 clusters Score -64924.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -64933.027344 Penalty: 653.939148
	Iteration 15Q: 3 clusters Score -64933.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -64937.046875 Penalty: 653.939148
	Iteration 16Q: 3 clusters Score -64937.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -64940.035156 Penalty: 653.939148
	Iteration 17Q: 3 clusters Score -64940.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -64946.585938 Penalty: 653.939148
	Iteration 18Q: 3 clusters Score -64946.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -64947.562500 Penalty: 653.939148
	Iteration 19Q: 3 clusters Score -64947.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -64949.410156 Penalty: 653.939148
	Iteration 20F: 3 clusters Score -64949.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -64950.070312 Penalty: 653.939148
	Iteration 21Q: 3 clusters Score -64950.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -64950.191406 Penalty: 653.939148
	Iteration 22Q: 3 clusters Score -64950.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -64950.191406 Penalty: 653.939148
	Iteration 23F: 3 clusters Score -64950.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Entering Unmasked Estep 
Score: -4642292.000000 Penalty: 523.332520
	Iteration 0F: 2 clusters Score -4642292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -4576219.000000 Penalty: 1046.665039
	Iteration 0F: 3 clusters Score -4576219 nChanged 48371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4607885.500000 Penalty: 1046.665039
	Iteration 1F: 3 clusters Score -4607886 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4610709.000000 Penalty: 1046.665039
	Iteration 2F: 3 clusters Score -4610709 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4614175.500000 Penalty: 1046.665039
	Iteration 3F: 3 clusters Score -4614176 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4618270.000000 Penalty: 1046.665039
	Iteration 4F: 3 clusters Score -4618270 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4622799.000000 Penalty: 1046.665039
	Iteration 5F: 3 clusters Score -4622799 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4626987.000000 Penalty: 1046.665039
	Iteration 6F: 3 clusters Score -4626987 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4630578.500000 Penalty: 1046.665039
	Iteration 7F: 3 clusters Score -4630578 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4633736.500000 Penalty: 1046.665039
	Iteration 8Q: 3 clusters Score -4633736 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4636690.000000 Penalty: 1046.665039
	Iteration 9Q: 3 clusters Score -4636690 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4639223.000000 Penalty: 1046.665039
	Iteration 10Q: 3 clusters Score -4639223 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4640815.000000 Penalty: 1046.665039
	Iteration 11Q: 3 clusters Score -4640815 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4641514.000000 Penalty: 1046.665039
	Iteration 12Q: 3 clusters Score -4641514 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4641735.500000 Penalty: 1046.665039
	Iteration 13Q: 3 clusters Score -4641736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4641817.000000 Penalty: 1046.665039
	Iteration 14Q: 3 clusters Score -4641817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4641871.000000 Penalty: 1046.665039
	Iteration 15Q: 3 clusters Score -4641871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4641896.500000 Penalty: 1046.665039
	Iteration 16Q: 3 clusters Score -4641896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4641904.500000 Penalty: 1046.665039
	Iteration 17Q: 3 clusters Score -4641904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4641910.000000 Penalty: 1046.665039
	Iteration 18Q: 3 clusters Score -4641910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4641914.500000 Penalty: 1046.665039
	Iteration 19Q: 3 clusters Score -4641914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4641914.000000 Penalty: 1046.665039
	Iteration 20F: 3 clusters Score -4641914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4641916.500000 Penalty: 1046.665039
	Iteration 21Q: 3 clusters Score -4641916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4641920.000000 Penalty: 1046.665039
	Iteration 22Q: 3 clusters Score -4641920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4641918.000000 Penalty: 1046.665039
	Iteration 23Q: 3 clusters Score -4641918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98683 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4641922.500000 Penalty: 1046.665039
	Iteration 24Q: 3 clusters Score -4641922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4641916.500000 Penalty: 1046.665039
	Iteration 25Q: 3 clusters Score -4641916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4641917.500000 Penalty: 1046.665039
	Iteration 26Q: 3 clusters Score -4641918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4641917.500000 Penalty: 1046.665039
	Iteration 27F: 3 clusters Score -4641918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32568.708984 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32568.71 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -32782.695312 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32782.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -32809.746094 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32809.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -32828.546875 Penalty: 610.546692
	Iteration 3Q: 3 clusters Score -32828.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -32839.242188 Penalty: 610.546692
	Iteration 4Q: 3 clusters Score -32839.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -32851.699219 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32851.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -32878.953125 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32878.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -32897.601562 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -32897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -32913.687500 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -32913.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -32934.218750 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -32934.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -32950.203125 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -32950.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -32962.054688 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -32962.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -32966.457031 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -32966.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -32968.089844 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -32968.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -32969.195312 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -32969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32969.632812 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -32969.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32969.812500 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -32969.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -32969.812500 Penalty: 610.546692
	Iteration 17F: 3 clusters Score -32969.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -7627.785645 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -7627.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7345.360840 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7345.361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7406.677734 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7406.678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7410.400879 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -7410.401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7410.897461 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7410.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7412.499512 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7414.526367 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7414.526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7415.341797 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7415.342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7415.341797 Penalty: 482.146881
	Iteration 7F: 3 clusters Score -7415.342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -19141.978516 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -19141.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18681.105469 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -18681.11 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18801.843750 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -18801.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18825.767578 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -18825.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18847.287109 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -18847.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18874.783203 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -18874.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18888.970703 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -18888.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18900.011719 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -18900.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18906.597656 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -18906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18910.128906 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -18910.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18915.330078 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -18915.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18923.685547 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -18923.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18930.949219 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -18930.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18940.107422 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -18940.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18951.710938 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -18951.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18955.080078 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -18955.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18957.494141 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -18957.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18958.849609 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -18958.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18962.419922 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -18962.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18964.568359 Penalty: 552.437134
	Iteration 18Q: 3 clusters Score -18964.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18966.611328 Penalty: 552.437134
	Iteration 19Q: 3 clusters Score -18966.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18970.781250 Penalty: 552.437134
	Iteration 20F: 3 clusters Score -18970.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18974.328125 Penalty: 552.437134
	Iteration 21Q: 3 clusters Score -18974.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18982.710938 Penalty: 552.437134
	Iteration 22Q: 3 clusters Score -18982.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18983.458984 Penalty: 552.437134
	Iteration 23Q: 3 clusters Score -18983.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18984.236328 Penalty: 552.437134
	Iteration 24Q: 3 clusters Score -18984.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18985.732422 Penalty: 552.437134
	Iteration 25Q: 3 clusters Score -18985.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18985.732422 Penalty: 552.437134
	Iteration 26F: 3 clusters Score -18985.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -152905.343750 Penalty: 365.428040
	Iteration 0F: 2 clusters Score -152905.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -150796.406250 Penalty: 730.856079
	Iteration 0F: 3 clusters Score -150796.4 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -151541.312500 Penalty: 730.856079
	Iteration 1F: 3 clusters Score -151541.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -151690.750000 Penalty: 730.856079
	Iteration 2F: 3 clusters Score -151690.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -151879.812500 Penalty: 730.856079
	Iteration 3F: 3 clusters Score -151879.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -152081.890625 Penalty: 730.856079
	Iteration 4F: 3 clusters Score -152081.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -152240.031250 Penalty: 730.856079
	Iteration 5F: 3 clusters Score -152240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152347.750000 Penalty: 730.856079
	Iteration 6Q: 3 clusters Score -152347.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -152407.421875 Penalty: 730.856079
	Iteration 7Q: 3 clusters Score -152407.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152457.468750 Penalty: 730.856079
	Iteration 8Q: 3 clusters Score -152457.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152483.375000 Penalty: 730.856079
	Iteration 9Q: 3 clusters Score -152483.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -152493.859375 Penalty: 730.856079
	Iteration 10Q: 3 clusters Score -152493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152498.921875 Penalty: 730.856079
	Iteration 11Q: 3 clusters Score -152498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152503.031250 Penalty: 730.856079
	Iteration 12Q: 3 clusters Score -152503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -152505.687500 Penalty: 730.856079
	Iteration 13Q: 3 clusters Score -152505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152507.781250 Penalty: 730.856079
	Iteration 14Q: 3 clusters Score -152507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -152509.421875 Penalty: 730.856079
	Iteration 15Q: 3 clusters Score -152509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152510.312500 Penalty: 730.856079
	Iteration 16Q: 3 clusters Score -152510.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152511.046875 Penalty: 730.856079
	Iteration 17Q: 3 clusters Score -152511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152511.312500 Penalty: 730.856079
	Iteration 18Q: 3 clusters Score -152511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152512.140625 Penalty: 730.856079
	Iteration 19Q: 3 clusters Score -152512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152512.625000 Penalty: 730.856079
	Iteration 20F: 3 clusters Score -152512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152513.500000 Penalty: 730.856079
	Iteration 21Q: 3 clusters Score -152513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152513.687500 Penalty: 730.856079
	Iteration 22Q: 3 clusters Score -152513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152513.906250 Penalty: 730.856079
	Iteration 23Q: 3 clusters Score -152513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -152514.265625 Penalty: 730.856079
	Iteration 24Q: 3 clusters Score -152514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -152514.437500 Penalty: 730.856079
	Iteration 25Q: 3 clusters Score -152514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152514.718750 Penalty: 730.856079
	Iteration 26Q: 3 clusters Score -152514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152514.671875 Penalty: 730.856079
	Iteration 27Q: 3 clusters Score -152514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152514.671875 Penalty: 730.856079
	Iteration 28F: 3 clusters Score -152514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -148079.937500 Penalty: 363.847748
	Iteration 0F: 2 clusters Score -148079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -146035.046875 Penalty: 727.695496
	Iteration 0F: 3 clusters Score -146035 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -146730.750000 Penalty: 727.695496
	Iteration 1F: 3 clusters Score -146730.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -146850.734375 Penalty: 727.695496
	Iteration 2F: 3 clusters Score -146850.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -146941.593750 Penalty: 727.695496
	Iteration 3F: 3 clusters Score -146941.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -147060.828125 Penalty: 727.695496
	Iteration 4F: 3 clusters Score -147060.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -147206.859375 Penalty: 727.695496
	Iteration 5F: 3 clusters Score -147206.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -147349.921875 Penalty: 727.695496
	Iteration 6F: 3 clusters Score -147349.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -147477.968750 Penalty: 727.695496
	Iteration 7Q: 3 clusters Score -147478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -147599.671875 Penalty: 727.695496
	Iteration 8Q: 3 clusters Score -147599.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -147682.921875 Penalty: 727.695496
	Iteration 9Q: 3 clusters Score -147682.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -147723.687500 Penalty: 727.695496
	Iteration 10Q: 3 clusters Score -147723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -147736.562500 Penalty: 727.695496
	Iteration 11Q: 3 clusters Score -147736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -147750.453125 Penalty: 727.695496
	Iteration 12Q: 3 clusters Score -147750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -147769.406250 Penalty: 727.695496
	Iteration 13Q: 3 clusters Score -147769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -147770.421875 Penalty: 727.695496
	Iteration 14Q: 3 clusters Score -147770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -147773.437500 Penalty: 727.695496
	Iteration 15Q: 3 clusters Score -147773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -147775.406250 Penalty: 727.695496
	Iteration 16Q: 3 clusters Score -147775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -147776.640625 Penalty: 727.695496
	Iteration 17Q: 3 clusters Score -147776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -147776.640625 Penalty: 727.695496
	Iteration 18F: 3 clusters Score -147776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -254814.250000 Penalty: 393.414185
	Iteration 0F: 2 clusters Score -254814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -250964.328125 Penalty: 786.828369
	Iteration 0F: 3 clusters Score -250964.3 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -252408.765625 Penalty: 786.828369
	Iteration 1F: 3 clusters Score -252408.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -252558.375000 Penalty: 786.828369
	Iteration 2F: 3 clusters Score -252558.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -252708.140625 Penalty: 786.828369
	Iteration 3F: 3 clusters Score -252708.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -252855.375000 Penalty: 786.828369
	Iteration 4Q: 3 clusters Score -252855.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -253002.312500 Penalty: 786.828369
	Iteration 5F: 3 clusters Score -253002.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -253138.562500 Penalty: 786.828369
	Iteration 6Q: 3 clusters Score -253138.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -253266.515625 Penalty: 786.828369
	Iteration 7Q: 3 clusters Score -253266.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -253369.531250 Penalty: 786.828369
	Iteration 8Q: 3 clusters Score -253369.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -253434.890625 Penalty: 786.828369
	Iteration 9Q: 3 clusters Score -253434.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -253488.718750 Penalty: 786.828369
	Iteration 10Q: 3 clusters Score -253488.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -253532.609375 Penalty: 786.828369
	Iteration 11Q: 3 clusters Score -253532.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -253573.671875 Penalty: 786.828369
	Iteration 12Q: 3 clusters Score -253573.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -253610.781250 Penalty: 786.828369
	Iteration 13Q: 3 clusters Score -253610.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -253649.515625 Penalty: 786.828369
	Iteration 14Q: 3 clusters Score -253649.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -253689.734375 Penalty: 786.828369
	Iteration 15Q: 3 clusters Score -253689.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -253739.937500 Penalty: 786.828369
	Iteration 16Q: 3 clusters Score -253739.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -253821.437500 Penalty: 786.828369
	Iteration 17Q: 3 clusters Score -253821.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -253928.343750 Penalty: 786.828369
	Iteration 18Q: 3 clusters Score -253928.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -254045.968750 Penalty: 786.828369
	Iteration 19Q: 3 clusters Score -254046 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -254190.937500 Penalty: 786.828369
	Iteration 20F: 3 clusters Score -254190.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -254346.218750 Penalty: 786.828369
	Iteration 21Q: 3 clusters Score -254346.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -254488.859375 Penalty: 786.828369
	Iteration 22Q: 3 clusters Score -254488.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -254579.546875 Penalty: 786.828369
	Iteration 23Q: 3 clusters Score -254579.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -254628.750000 Penalty: 786.828369
	Iteration 24Q: 3 clusters Score -254628.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -254661.906250 Penalty: 786.828369
	Iteration 25Q: 3 clusters Score -254661.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -254675.671875 Penalty: 786.828369
	Iteration 26Q: 3 clusters Score -254675.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -254686.421875 Penalty: 786.828369
	Iteration 27Q: 3 clusters Score -254686.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -254693.359375 Penalty: 786.828369
	Iteration 28Q: 3 clusters Score -254693.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -254698.234375 Penalty: 786.828369
	Iteration 29Q: 3 clusters Score -254698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -254700.406250 Penalty: 786.828369
	Iteration 30Q: 3 clusters Score -254700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -254701.640625 Penalty: 786.828369
	Iteration 31Q: 3 clusters Score -254701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -254704.062500 Penalty: 786.828369
	Iteration 32Q: 3 clusters Score -254704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -254704.921875 Penalty: 786.828369
	Iteration 33Q: 3 clusters Score -254704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -254705.812500 Penalty: 786.828369
	Iteration 34Q: 3 clusters Score -254705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -254707.750000 Penalty: 786.828369
	Iteration 35Q: 3 clusters Score -254707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -254708.937500 Penalty: 786.828369
	Iteration 36Q: 3 clusters Score -254708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -254709.937500 Penalty: 786.828369
	Iteration 37Q: 3 clusters Score -254709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -254710.171875 Penalty: 786.828369
	Iteration 38Q: 3 clusters Score -254710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -254710.640625 Penalty: 786.828369
	Iteration 39Q: 3 clusters Score -254710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -254711.031250 Penalty: 786.828369
	Iteration 40F: 3 clusters Score -254711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -254711.062500 Penalty: 786.828369
	Iteration 41Q: 3 clusters Score -254711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -254711.609375 Penalty: 786.828369
	Iteration 42Q: 3 clusters Score -254711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -254711.609375 Penalty: 786.828369
	Iteration 43Q: 3 clusters Score -254711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -254711.609375 Penalty: 786.828369
	Iteration 44F: 3 clusters Score -254711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -1678.077637 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -1678.078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1541.379639 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -1541.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1559.936401 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -1559.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (145152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Entering Unmasked Estep 
Score: -6814180.500000 Penalty: 540.791931
	Iteration 0F: 2 clusters Score -6814180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -6716055.000000 Penalty: 1081.583862
	Iteration 0F: 3 clusters Score -6716055 nChanged 71429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -6760262.000000 Penalty: 1081.583862
	Iteration 1F: 3 clusters Score -6760262 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -6761539.000000 Penalty: 1081.583862
	Iteration 2Q: 3 clusters Score -6761539 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -6763331.500000 Penalty: 1081.583862
	Iteration 3Q: 3 clusters Score -6763332 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -6766184.500000 Penalty: 1081.583862
	Iteration 4Q: 3 clusters Score -6766184 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -6770717.000000 Penalty: 1081.583862
	Iteration 5F: 3 clusters Score -6770717 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -6777054.000000 Penalty: 1081.583862
	Iteration 6F: 3 clusters Score -6777054 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -6783405.500000 Penalty: 1081.583862
	Iteration 7F: 3 clusters Score -6783406 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -6786978.500000 Penalty: 1081.583862
	Iteration 8F: 3 clusters Score -6786978 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -6788233.000000 Penalty: 1081.583862
	Iteration 9Q: 3 clusters Score -6788233 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -6788640.500000 Penalty: 1081.583862
	Iteration 10Q: 3 clusters Score -6788640 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -6788914.000000 Penalty: 1081.583862
	Iteration 11Q: 3 clusters Score -6788914 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70907 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -6789178.000000 Penalty: 1081.583862
	Iteration 12Q: 3 clusters Score -6789178 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -6789485.000000 Penalty: 1081.583862
	Iteration 13Q: 3 clusters Score -6789485 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -6789810.500000 Penalty: 1081.583862
	Iteration 14Q: 3 clusters Score -6789810 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -6790053.000000 Penalty: 1081.583862
	Iteration 15Q: 3 clusters Score -6790053 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 74158 members 
Entering Unmasked Estep 
Score: -6790334.500000 Penalty: 1081.583862
	Iteration 16Q: 3 clusters Score -6790334 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -6790658.000000 Penalty: 1081.583862
	Iteration 17Q: 3 clusters Score -6790658 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -6790969.500000 Penalty: 1081.583862
	Iteration 18Q: 3 clusters Score -6790970 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -6791351.500000 Penalty: 1081.583862
	Iteration 19Q: 3 clusters Score -6791352 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -6791779.000000 Penalty: 1081.583862
	Iteration 20F: 3 clusters Score -6791779 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -6792198.000000 Penalty: 1081.583862
	Iteration 21Q: 3 clusters Score -6792198 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -6792581.000000 Penalty: 1081.583862
	Iteration 22Q: 3 clusters Score -6792581 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -6793063.500000 Penalty: 1081.583862
	Iteration 23Q: 3 clusters Score -6793064 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -6793569.500000 Penalty: 1081.583862
	Iteration 24Q: 3 clusters Score -6793570 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -6794071.500000 Penalty: 1081.583862
	Iteration 25Q: 3 clusters Score -6794072 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -6794582.000000 Penalty: 1081.583862
	Iteration 26Q: 3 clusters Score -6794582 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -6795158.000000 Penalty: 1081.583862
	Iteration 27Q: 3 clusters Score -6795158 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -6795677.000000 Penalty: 1081.583862
	Iteration 28Q: 3 clusters Score -6795677 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -6796280.000000 Penalty: 1081.583862
	Iteration 29Q: 3 clusters Score -6796280 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -6796899.000000 Penalty: 1081.583862
	Iteration 30Q: 3 clusters Score -6796899 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -6797529.000000 Penalty: 1081.583862
	Iteration 31Q: 3 clusters Score -6797529 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -6798211.500000 Penalty: 1081.583862
	Iteration 32Q: 3 clusters Score -6798212 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -6798871.000000 Penalty: 1081.583862
	Iteration 33Q: 3 clusters Score -6798871 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -6799488.000000 Penalty: 1081.583862
	Iteration 34Q: 3 clusters Score -6799488 nChanged 2102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6800105 nChanged 2005
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Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6800641 nChanged 1800
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Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6801137 nChanged 1647
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Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6801586 nChanged 1444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6801878 nChanged 1230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6802188 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6802400 nChanged 1159
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Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6802588 nChanged 1004
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Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6802747 nChanged 916
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Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6802852 nChanged 777
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Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6802920 nChanged 691
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Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6802985 nChanged 572
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Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6803034 nChanged 538
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Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6803108 nChanged 505
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Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6803138 nChanged 447
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Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6803166 nChanged 383
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Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6803200 nChanged 299
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Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 68627 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6803214 nChanged 246
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Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6803222 nChanged 223
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Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6803220 nChanged 227
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Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6803226 nChanged 199
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Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6803258 nChanged 183
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Mstep: Class 1 contains 77463 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6803248 nChanged 193
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Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6803254 nChanged 196
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Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6803268 nChanged 205
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Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6803294 nChanged 177
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Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6803290 nChanged 202
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Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 66289 members 
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	Iteration 64Q: 3 clusters Score -6803356 nChanged 202
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Entering Unmasked Estep 
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Mstep: Class 2 contains 65555 members 
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Mstep: Class 2 contains 65282 members 
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	Iteration 68Q: 3 clusters Score -6803342 nChanged 261
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Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6803362 nChanged 273
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Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 80695 members 
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Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6803410 nChanged 311
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Mstep: Class 1 contains 81308 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6803436 nChanged 307
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6803439 nChanged 330
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Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6803433 nChanged 319
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6803438 nChanged 276
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Mstep: Class 1 contains 82540 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82810 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6803439 nChanged 289
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Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6803430 nChanged 294
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Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6803452 nChanged 299
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Mstep: Class 1 contains 83692 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6803454 nChanged 327
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Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6803478 nChanged 341
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Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6803512 nChanged 356
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Mstep: Class 2 contains 60436 members 
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	Iteration 84Q: 3 clusters Score -6803497 nChanged 427
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Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6803493 nChanged 428
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Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6803514 nChanged 390
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Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6803541 nChanged 418
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Mstep: Class 1 contains 86379 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6803556 nChanged 394
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Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6803550 nChanged 375
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Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6803572 nChanged 336
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Mstep: Class 1 contains 87484 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6803570 nChanged 323
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Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 57345 members 
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	Iteration 92Q: 3 clusters Score -6803574 nChanged 336
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Mstep: Class 1 contains 88143 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6803620 nChanged 324
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Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6803620 nChanged 352
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Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6803638 nChanged 366
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Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6803654 nChanged 360
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Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6803703 nChanged 360
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Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6803742 nChanged 354
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Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6803784 nChanged 372
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Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6803800 nChanged 364
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Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6803823.500000 Penalty: 1081.583862
	Iteration 101Q: 3 clusters Score -6803824 nChanged 373
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Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6803874 nChanged 356
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Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6803875 nChanged 359
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Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6803888 nChanged 369
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Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6803914 nChanged 358
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Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6803937 nChanged 361
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Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6803929 nChanged 380
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Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 51601 members 
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	Iteration 108Q: 3 clusters Score -6803914 nChanged 396
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Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6803928 nChanged 388
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Mstep: Class 1 contains 94335 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6803946 nChanged 347
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Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6803942 nChanged 328
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Mstep: Class 1 contains 95010 members 
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	Iteration 112Q: 3 clusters Score -6803942 nChanged 341
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Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6803978 nChanged 339
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Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6803990 nChanged 366
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Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6804008 nChanged 400
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Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6804016 nChanged 380
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Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6804045 nChanged 388
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Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6804066 nChanged 371
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Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6804066 nChanged 388
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Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6804062 nChanged 394
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Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6804098 nChanged 390
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Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6804140 nChanged 427
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Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6804165.500000 Penalty: 1081.583862
	Iteration 123Q: 3 clusters Score -6804166 nChanged 442
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Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6804188 nChanged 425
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Mstep: Class 1 contains 100061 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6804254 nChanged 475
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Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6804288 nChanged 476
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Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6804286 nChanged 462
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Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 43185 members 
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	Iteration 129Q: 3 clusters Score -6804340 nChanged 419
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Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 42766 members 
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	Iteration 130Q: 3 clusters Score -6804370 nChanged 384
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Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 42382 members 
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	Iteration 131Q: 3 clusters Score -6804394 nChanged 414
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Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 41968 members 
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Mstep: Class 1 contains 103666 members 
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Mstep: Class 2 contains 40980 members 
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Mstep: Class 2 contains 40460 members 
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Mstep: Class 1 contains 105228 members 
Mstep: Class 2 contains 39924 members 
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Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 39400 members 
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	Iteration 137Q: 3 clusters Score -6804633 nChanged 496
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Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 38904 members 
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	Iteration 138Q: 3 clusters Score -6804662 nChanged 576
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Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6804724 nChanged 643
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Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6804747 nChanged 673
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Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6804800 nChanged 659
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Mstep: Class 2 contains 36353 members 
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	Iteration 142Q: 3 clusters Score -6804874 nChanged 708
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Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6804936 nChanged 688
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Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6804992 nChanged 705
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Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6805041 nChanged 740
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Mstep: Class 2 contains 33512 members 
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	Iteration 146Q: 3 clusters Score -6805100 nChanged 752
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Mstep: Class 2 contains 32760 members 
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	Iteration 147Q: 3 clusters Score -6805124 nChanged 788
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Mstep: Class 2 contains 31972 members 
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	Iteration 148Q: 3 clusters Score -6805243 nChanged 841
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	Iteration 149Q: 3 clusters Score -6805346 nChanged 831
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Mstep: Class 2 contains 30300 members 
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	Iteration 150Q: 3 clusters Score -6805418 nChanged 852
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Mstep: Class 2 contains 29448 members 
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	Iteration 151Q: 3 clusters Score -6805576 nChanged 835
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Mstep: Class 2 contains 28613 members 
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	Iteration 152Q: 3 clusters Score -6805714 nChanged 879
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Mstep: Class 2 contains 27734 members 
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	Iteration 153Q: 3 clusters Score -6805799 nChanged 904
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Mstep: Class 2 contains 26830 members 
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	Iteration 154Q: 3 clusters Score -6805907 nChanged 889
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	Iteration 155Q: 3 clusters Score -6806044 nChanged 885
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	Iteration 156Q: 3 clusters Score -6806190 nChanged 953
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	Iteration 157Q: 3 clusters Score -6806331 nChanged 937
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Mstep: Class 2 contains 23166 members 
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	Iteration 158Q: 3 clusters Score -6806466 nChanged 961
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	Iteration 159Q: 3 clusters Score -6806634 nChanged 989
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	Iteration 160F: 3 clusters Score -6806816 nChanged 1019
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Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6807024 nChanged 1073
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	Iteration 162Q: 3 clusters Score -6807256 nChanged 1140
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Mstep: Class 2 contains 17984 members 
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	Iteration 163Q: 3 clusters Score -6807512 nChanged 1193
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Mstep: Class 1 contains 128361 members 
Mstep: Class 2 contains 16791 members 
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	Iteration 164Q: 3 clusters Score -6807814 nChanged 1231
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Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 15560 members 
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	Iteration 165Q: 3 clusters Score -6808173 nChanged 1290
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Mstep: Class 2 contains 14270 members 
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	Iteration 166Q: 3 clusters Score -6808536 nChanged 1329
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Mstep: Class 2 contains 12941 members 
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	Iteration 167Q: 3 clusters Score -6808906 nChanged 1330
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Mstep: Class 1 contains 133541 members 
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	Iteration 168Q: 3 clusters Score -6809340 nChanged 1407
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	Iteration 169Q: 3 clusters Score -6809846 nChanged 1425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 8779 members 
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	Iteration 170Q: 3 clusters Score -6810400 nChanged 1429
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Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 7350 members 
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	Iteration 171Q: 3 clusters Score -6810972 nChanged 1376
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Mstep: Class 1 contains 139178 members 
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	Iteration 172Q: 3 clusters Score -6811520 nChanged 1252
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	Iteration 173Q: 3 clusters Score -6812066 nChanged 1109
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	Iteration 174Q: 3 clusters Score -6812566 nChanged 897
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	Iteration 175Q: 3 clusters Score -6812904 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2013 members 
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	Iteration 176Q: 3 clusters Score -6813170 nChanged 491
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Mstep: Class 1 contains 143628 members 
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	Iteration 177Q: 3 clusters Score -6813360 nChanged 361
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	Iteration 178Q: 3 clusters Score -6813488 nChanged 256
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Mstep: Class 1 contains 144229 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6813564 nChanged 170
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Mstep: Class 1 contains 144399 members 
Mstep: Class 2 contains 753 members 
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	Iteration 180F: 3 clusters Score -6813599 nChanged 119
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6813626 nChanged 87
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Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6813662 nChanged 69
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Mstep: Class 2 contains 488 members 
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	Iteration 183Q: 3 clusters Score -6813679 nChanged 59
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Mstep: Class 2 contains 441 members 
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	Iteration 184Q: 3 clusters Score -6813700 nChanged 47
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	Iteration 185Q: 3 clusters Score -6813714 nChanged 35
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Mstep: Class 2 contains 363 members 
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	Iteration 186Q: 3 clusters Score -6813730 nChanged 35
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	Iteration 187Q: 3 clusters Score -6813732 nChanged 31
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Mstep: Class 2 contains 311 members 
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	Iteration 188Q: 3 clusters Score -6813744 nChanged 22
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Mstep: Class 2 contains 293 members 
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	Iteration 189Q: 3 clusters Score -6813752 nChanged 13
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Mstep: Class 2 contains 284 members 
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	Iteration 190Q: 3 clusters Score -6813758 nChanged 12
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Mstep: Class 2 contains 276 members 
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	Iteration 191Q: 3 clusters Score -6813762 nChanged 10
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	Iteration 192Q: 3 clusters Score -6813764 nChanged 10
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	Iteration 193Q: 3 clusters Score -6813762 nChanged 5
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	Iteration 194Q: 3 clusters Score -6813763 nChanged 3
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	Iteration 195Q: 3 clusters Score -6813760 nChanged 6
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	Iteration 196Q: 3 clusters Score -6813764 nChanged 5
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6813766 nChanged 4
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	Iteration 198Q: 3 clusters Score -6813761 nChanged 3
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	Iteration 199Q: 3 clusters Score -6813764 nChanged 7
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	Iteration 200F: 3 clusters Score -6813772 nChanged 6
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	Iteration 201Q: 3 clusters Score -6813775 nChanged 6
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	Iteration 202Q: 3 clusters Score -6813776 nChanged 6
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	Iteration 203Q: 3 clusters Score -6813774 nChanged 6
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	Iteration 204Q: 3 clusters Score -6813780 nChanged 2
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	Iteration 205Q: 3 clusters Score -6813779 nChanged 1
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	Iteration 206Q: 3 clusters Score -6813780 nChanged 1
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	Iteration 207Q: 3 clusters Score -6813780 nChanged 0
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	Iteration 208F: 3 clusters Score -6813780 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2898 members 
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Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158166 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35887 members 
Mstep: Class 16 contains 48881 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1321 members 
Mstep: Class 19 contains 98895 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 5690 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 28 clusters Score -2.323382e+07 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 2274 members 
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Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2232 members 
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Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 158086 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35864 members 
Mstep: Class 16 contains 48877 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 98872 members 
Mstep: Class 20 contains 820 members 
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Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 2972 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 28 clusters Score -2.323381e+07 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2901 members 
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Mstep: Class 5 contains 2392 members 
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Mstep: Class 10 contains 157994 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
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Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35838 members 
Mstep: Class 16 contains 48876 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 98863 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233850.000000 Penalty: 16169.891602
Iteration 201Q: 28 clusters Score -2.323385e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157900 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35816 members 
Mstep: Class 16 contains 48861 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 98852 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 2999 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233922.000000 Penalty: 16169.891602
Iteration 202Q: 28 clusters Score -2.323392e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157796 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35782 members 
Mstep: Class 16 contains 48851 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1324 members 
Mstep: Class 19 contains 98853 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3017 members 
Mstep: Class 25 contains 5692 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233896.000000 Penalty: 16169.891602
Iteration 203Q: 28 clusters Score -2.32339e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157690 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35746 members 
Mstep: Class 16 contains 48848 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 98845 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233864.000000 Penalty: 16169.891602
Iteration 204Q: 28 clusters Score -2.323386e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157598 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35718 members 
Mstep: Class 16 contains 48854 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1326 members 
Mstep: Class 19 contains 98836 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 145917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233866.000000 Penalty: 16169.891602
Iteration 205Q: 28 clusters Score -2.323387e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157500 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35697 members 
Mstep: Class 16 contains 48857 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 98833 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233916.000000 Penalty: 16169.891602
Iteration 206Q: 28 clusters Score -2.323392e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2401 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157407 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35673 members 
Mstep: Class 16 contains 48852 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 98833 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23233990.000000 Penalty: 16169.891602
Iteration 207Q: 28 clusters Score -2.323399e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157343 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35644 members 
Mstep: Class 16 contains 48849 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1326 members 
Mstep: Class 19 contains 98828 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 3076 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234030.000000 Penalty: 16169.891602
Iteration 208Q: 28 clusters Score -2.323403e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157325 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35617 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 98819 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234036.000000 Penalty: 16169.891602
Iteration 209Q: 28 clusters Score -2.323404e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157293 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35597 members 
Mstep: Class 16 contains 48826 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 98810 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 3102 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234020.000000 Penalty: 16169.891602
Iteration 210Q: 28 clusters Score -2.323402e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157286 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35580 members 
Mstep: Class 16 contains 48806 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 98801 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 3111 members 
Mstep: Class 25 contains 5693 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234026.000000 Penalty: 16169.891602
Iteration 211Q: 28 clusters Score -2.323403e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157296 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35566 members 
Mstep: Class 16 contains 48799 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 98794 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 5691 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234066.000000 Penalty: 16169.891602
Iteration 212Q: 28 clusters Score -2.323407e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157289 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35544 members 
Mstep: Class 16 contains 48802 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1337 members 
Mstep: Class 19 contains 98786 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 3150 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234046.000000 Penalty: 16169.891602
Iteration 213Q: 28 clusters Score -2.323405e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157303 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35519 members 
Mstep: Class 16 contains 48801 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 98771 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 3164 members 
Mstep: Class 25 contains 5689 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234094.000000 Penalty: 16169.891602
Iteration 214Q: 28 clusters Score -2.323409e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157327 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35488 members 
Mstep: Class 16 contains 48805 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1353 members 
Mstep: Class 19 contains 98750 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 5689 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234082.000000 Penalty: 16169.891602
Iteration 215Q: 28 clusters Score -2.323408e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 351 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157349 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35464 members 
Mstep: Class 16 contains 48799 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 98733 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 3199 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234172.000000 Penalty: 16169.891602
Iteration 216Q: 28 clusters Score -2.323417e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157360 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 48802 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1370 members 
Mstep: Class 19 contains 98720 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 3208 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234198.000000 Penalty: 16169.891602
Iteration 217Q: 28 clusters Score -2.32342e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157380 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35415 members 
Mstep: Class 16 contains 48805 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 98707 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 3215 members 
Mstep: Class 25 contains 5689 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234156.000000 Penalty: 16169.891602
Iteration 218Q: 28 clusters Score -2.323416e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157415 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35387 members 
Mstep: Class 16 contains 48806 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 98694 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 3220 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234154.000000 Penalty: 16169.891602
Iteration 219Q: 28 clusters Score -2.323415e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157444 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2282 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35355 members 
Mstep: Class 16 contains 48803 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 98692 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 3227 members 
Mstep: Class 25 contains 5688 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234180.000000 Penalty: 16169.891602
Iteration 220F: 28 clusters Score -2.323418e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157473 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35323 members 
Mstep: Class 16 contains 48803 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1397 members 
Mstep: Class 19 contains 98682 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3229 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234178.000000 Penalty: 16169.891602
Iteration 221Q: 28 clusters Score -2.323418e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157486 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35298 members 
Mstep: Class 16 contains 48800 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 98669 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 3231 members 
Mstep: Class 25 contains 5685 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234200.000000 Penalty: 16169.891602
Iteration 222Q: 28 clusters Score -2.32342e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157513 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35268 members 
Mstep: Class 16 contains 48788 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1408 members 
Mstep: Class 19 contains 98647 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 3244 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234142.000000 Penalty: 16169.891602
Iteration 223Q: 28 clusters Score -2.323414e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157514 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35251 members 
Mstep: Class 16 contains 48780 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1409 members 
Mstep: Class 19 contains 98621 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 3244 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234158.000000 Penalty: 16169.891602
Iteration 224Q: 28 clusters Score -2.323416e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157499 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35245 members 
Mstep: Class 16 contains 48771 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1413 members 
Mstep: Class 19 contains 98586 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 3248 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234112.000000 Penalty: 16169.891602
Iteration 225Q: 28 clusters Score -2.323411e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157473 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35239 members 
Mstep: Class 16 contains 48758 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 98560 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 5681 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234076.000000 Penalty: 16169.891602
Iteration 226Q: 28 clusters Score -2.323408e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2921 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157436 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35234 members 
Mstep: Class 16 contains 48751 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 98540 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 5682 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234100.000000 Penalty: 16169.891602
Iteration 227Q: 28 clusters Score -2.32341e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157386 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35231 members 
Mstep: Class 16 contains 48736 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98532 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 3255 members 
Mstep: Class 25 contains 5683 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234110.000000 Penalty: 16169.891602
Iteration 228Q: 28 clusters Score -2.323411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157336 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35225 members 
Mstep: Class 16 contains 48719 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98531 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234142.000000 Penalty: 16169.891602
Iteration 229Q: 28 clusters Score -2.323414e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157303 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35207 members 
Mstep: Class 16 contains 48712 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98526 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 3256 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234140.000000 Penalty: 16169.891602
Iteration 230Q: 28 clusters Score -2.323414e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157273 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35192 members 
Mstep: Class 16 contains 48706 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98523 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234112.000000 Penalty: 16169.891602
Iteration 231Q: 28 clusters Score -2.323411e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157240 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35183 members 
Mstep: Class 16 contains 48692 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98522 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234118.000000 Penalty: 16169.891602
Iteration 232Q: 28 clusters Score -2.323412e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157213 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35174 members 
Mstep: Class 16 contains 48680 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98520 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3148 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234150.000000 Penalty: 16169.891602
Iteration 233Q: 28 clusters Score -2.323415e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157205 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35164 members 
Mstep: Class 16 contains 48673 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98516 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234130.000000 Penalty: 16169.891602
Iteration 234Q: 28 clusters Score -2.323413e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157182 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35158 members 
Mstep: Class 16 contains 48666 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98512 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 146998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234118.000000 Penalty: 16169.891602
Iteration 235Q: 28 clusters Score -2.323412e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157164 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35151 members 
Mstep: Class 16 contains 48666 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 98508 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234116.000000 Penalty: 16169.891602
Iteration 236Q: 28 clusters Score -2.323412e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157165 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35141 members 
Mstep: Class 16 contains 48659 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 98504 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234120.000000 Penalty: 16169.891602
Iteration 237Q: 28 clusters Score -2.323412e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157163 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35137 members 
Mstep: Class 16 contains 48652 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 98501 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234112.000000 Penalty: 16169.891602
Iteration 238Q: 28 clusters Score -2.323411e+07 nChanged 96
Entering ConstructFrom: 
Score: -23234112.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -150979.109375 Penalty: 372.560059
	Iteration 0F: 2 clusters Score -150979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -148518.640625 Penalty: 745.120117
	Iteration 0F: 3 clusters Score -148518.6 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -149403.703125 Penalty: 745.120117
	Iteration 1F: 3 clusters Score -149403.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -149520.750000 Penalty: 745.120117
	Iteration 2F: 3 clusters Score -149520.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -149640.125000 Penalty: 745.120117
	Iteration 3F: 3 clusters Score -149640.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -149791.781250 Penalty: 745.120117
	Iteration 4F: 3 clusters Score -149791.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -149983.281250 Penalty: 745.120117
	Iteration 5F: 3 clusters Score -149983.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -150186.781250 Penalty: 745.120117
	Iteration 6F: 3 clusters Score -150186.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -150391.187500 Penalty: 745.120117
	Iteration 7F: 3 clusters Score -150391.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -150654.875000 Penalty: 745.120117
	Iteration 8Q: 3 clusters Score -150654.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -150889.968750 Penalty: 745.120117
	Iteration 9Q: 3 clusters Score -150890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -150962.343750 Penalty: 745.120117
	Iteration 10Q: 3 clusters Score -150962.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -151001.421875 Penalty: 745.120117
	Iteration 11Q: 3 clusters Score -151001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -151018.656250 Penalty: 745.120117
	Iteration 12Q: 3 clusters Score -151018.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -151028.921875 Penalty: 745.120117
	Iteration 13Q: 3 clusters Score -151028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -151035.515625 Penalty: 745.120117
	Iteration 14Q: 3 clusters Score -151035.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -151039.500000 Penalty: 745.120117
	Iteration 15Q: 3 clusters Score -151039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -151052.906250 Penalty: 745.120117
	Iteration 16Q: 3 clusters Score -151052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -151056.468750 Penalty: 745.120117
	Iteration 17Q: 3 clusters Score -151056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -151062.406250 Penalty: 745.120117
	Iteration 18Q: 3 clusters Score -151062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -151068.031250 Penalty: 745.120117
	Iteration 19Q: 3 clusters Score -151068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -151081.265625 Penalty: 745.120117
	Iteration 20F: 3 clusters Score -151081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -151084.546875 Penalty: 745.120117
	Iteration 21Q: 3 clusters Score -151084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -151087.109375 Penalty: 745.120117
	Iteration 22Q: 3 clusters Score -151087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -151094.093750 Penalty: 745.120117
	Iteration 23Q: 3 clusters Score -151094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -151101.281250 Penalty: 745.120117
	Iteration 24Q: 3 clusters Score -151101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -151104.406250 Penalty: 745.120117
	Iteration 25Q: 3 clusters Score -151104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -151106.718750 Penalty: 745.120117
	Iteration 26Q: 3 clusters Score -151106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -151109.000000 Penalty: 745.120117
	Iteration 27Q: 3 clusters Score -151109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -151109.984375 Penalty: 745.120117
	Iteration 28Q: 3 clusters Score -151110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -151109.984375 Penalty: 745.120117
	Iteration 29F: 3 clusters Score -151110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157170 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35133 members 
Mstep: Class 16 contains 48653 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 98497 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147052 members 
Mstep: Class 28 contains 3375 members 
Entering Unmasked Estep 
Score: -23234006.000000 Penalty: 16768.777344
Splitting cluster 1 changes total score from -23234112.000000 to -23234006.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -131066.742188 Penalty: 363.122192
	Iteration 0F: 2 clusters Score -131066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -129086.343750 Penalty: 726.244385
	Iteration 0F: 3 clusters Score -129086.3 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -129842.187500 Penalty: 726.244385
	Iteration 1F: 3 clusters Score -129842.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -129968.742188 Penalty: 726.244385
	Iteration 2F: 3 clusters Score -129968.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -130078.640625 Penalty: 726.244385
	Iteration 3F: 3 clusters Score -130078.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -130187.937500 Penalty: 726.244385
	Iteration 4Q: 3 clusters Score -130187.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130314.632812 Penalty: 726.244385
	Iteration 5Q: 3 clusters Score -130314.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -130469.921875 Penalty: 726.244385
	Iteration 6Q: 3 clusters Score -130469.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130647.835938 Penalty: 726.244385
	Iteration 7Q: 3 clusters Score -130647.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -130815.101562 Penalty: 726.244385
	Iteration 8Q: 3 clusters Score -130815.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130897.390625 Penalty: 726.244385
	Iteration 9Q: 3 clusters Score -130897.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -130935.554688 Penalty: 726.244385
	Iteration 10Q: 3 clusters Score -130935.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -130959.578125 Penalty: 726.244385
	Iteration 11Q: 3 clusters Score -130959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -130972.007812 Penalty: 726.244385
	Iteration 12Q: 3 clusters Score -130972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130981.648438 Penalty: 726.244385
	Iteration 13Q: 3 clusters Score -130981.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -130988.953125 Penalty: 726.244385
	Iteration 14Q: 3 clusters Score -130989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -130993.468750 Penalty: 726.244385
	Iteration 15Q: 3 clusters Score -130993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -130996.125000 Penalty: 726.244385
	Iteration 16Q: 3 clusters Score -130996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -130998.765625 Penalty: 726.244385
	Iteration 17Q: 3 clusters Score -130998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -131001.281250 Penalty: 726.244385
	Iteration 18Q: 3 clusters Score -131001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -131003.085938 Penalty: 726.244385
	Iteration 19Q: 3 clusters Score -131003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131004.367188 Penalty: 726.244385
	Iteration 20F: 3 clusters Score -131004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -131005.117188 Penalty: 726.244385
	Iteration 21Q: 3 clusters Score -131005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131005.976562 Penalty: 726.244385
	Iteration 22Q: 3 clusters Score -131006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131006.234375 Penalty: 726.244385
	Iteration 23Q: 3 clusters Score -131006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -131006.578125 Penalty: 726.244385
	Iteration 24Q: 3 clusters Score -131006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -131007.140625 Penalty: 726.244385
	Iteration 25Q: 3 clusters Score -131007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -131007.812500 Penalty: 726.244385
	Iteration 26Q: 3 clusters Score -131007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -131008.085938 Penalty: 726.244385
	Iteration 27Q: 3 clusters Score -131008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -131008.429688 Penalty: 726.244385
	Iteration 28Q: 3 clusters Score -131008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -131008.695312 Penalty: 726.244385
	Iteration 29Q: 3 clusters Score -131008.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131008.906250 Penalty: 726.244385
	Iteration 30Q: 3 clusters Score -131008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131008.906250 Penalty: 726.244385
	Iteration 31F: 3 clusters Score -131008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -108081.585938 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -108081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106444.195312 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -106444.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -106980.898438 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -106980.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107048.867188 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -107048.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -107097.796875 Penalty: 703.325867
	Iteration 3F: 3 clusters Score -107097.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -107129.742188 Penalty: 703.325867
	Iteration 4Q: 3 clusters Score -107129.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -107153.703125 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -107153.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -107174.273438 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -107174.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -107191.757812 Penalty: 703.325867
	Iteration 7Q: 3 clusters Score -107191.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -107207.000000 Penalty: 703.325867
	Iteration 8Q: 3 clusters Score -107207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -107224.101562 Penalty: 703.325867
	Iteration 9Q: 3 clusters Score -107224.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107245.710938 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -107245.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -107268.687500 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -107268.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -107291.968750 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -107292 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107314.648438 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -107314.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -107357.500000 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -107357.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -107413.453125 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -107413.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107470.195312 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -107470.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107524.820312 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -107524.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107577.750000 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -107577.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107623.312500 Penalty: 703.325867
	Iteration 19Q: 3 clusters Score -107623.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107658.601562 Penalty: 703.325867
	Iteration 20F: 3 clusters Score -107658.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107681.195312 Penalty: 703.325867
	Iteration 21Q: 3 clusters Score -107681.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -107702.578125 Penalty: 703.325867
	Iteration 22Q: 3 clusters Score -107702.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -107720.101562 Penalty: 703.325867
	Iteration 23Q: 3 clusters Score -107720.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -107737.312500 Penalty: 703.325867
	Iteration 24Q: 3 clusters Score -107737.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -107750.335938 Penalty: 703.325867
	Iteration 25Q: 3 clusters Score -107750.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -107755.007812 Penalty: 703.325867
	Iteration 26Q: 3 clusters Score -107755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -107761.539062 Penalty: 703.325867
	Iteration 27Q: 3 clusters Score -107761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -107766.828125 Penalty: 703.325867
	Iteration 28Q: 3 clusters Score -107766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -107774.125000 Penalty: 703.325867
	Iteration 29Q: 3 clusters Score -107774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -107780.562500 Penalty: 703.325867
	Iteration 30Q: 3 clusters Score -107780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -107787.125000 Penalty: 703.325867
	Iteration 31Q: 3 clusters Score -107787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -107791.148438 Penalty: 703.325867
	Iteration 32Q: 3 clusters Score -107791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -107794.570312 Penalty: 703.325867
	Iteration 33Q: 3 clusters Score -107794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -107797.179688 Penalty: 703.325867
	Iteration 34Q: 3 clusters Score -107797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -107799.312500 Penalty: 703.325867
	Iteration 35Q: 3 clusters Score -107799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -107803.695312 Penalty: 703.325867
	Iteration 36Q: 3 clusters Score -107803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -107808.835938 Penalty: 703.325867
	Iteration 37Q: 3 clusters Score -107808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -107810.648438 Penalty: 703.325867
	Iteration 38Q: 3 clusters Score -107810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -107811.843750 Penalty: 703.325867
	Iteration 39Q: 3 clusters Score -107811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -107814.468750 Penalty: 703.325867
	Iteration 40F: 3 clusters Score -107814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -107818.328125 Penalty: 703.325867
	Iteration 41Q: 3 clusters Score -107818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -107819.906250 Penalty: 703.325867
	Iteration 42Q: 3 clusters Score -107819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -107820.812500 Penalty: 703.325867
	Iteration 43Q: 3 clusters Score -107820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -107821.304688 Penalty: 703.325867
	Iteration 44Q: 3 clusters Score -107821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -107823.335938 Penalty: 703.325867
	Iteration 45Q: 3 clusters Score -107823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -107823.335938 Penalty: 703.325867
	Iteration 46F: 3 clusters Score -107823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -15220.812500 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15220.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14841.483398 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14841.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14918.126953 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -14918.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14930.544922 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -14930.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14931.909180 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -14931.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14931.909180 Penalty: 533.590454
	Iteration 4F: 3 clusters Score -14931.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -104113.320312 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -104113.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -102430.398438 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -102430.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -103059.960938 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -103060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -103187.312500 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -103187.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -103284.195312 Penalty: 708.613953
	Iteration 3F: 3 clusters Score -103284.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -103368.578125 Penalty: 708.613953
	Iteration 4Q: 3 clusters Score -103368.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -103461.710938 Penalty: 708.613953
	Iteration 5F: 3 clusters Score -103461.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -103545.132812 Penalty: 708.613953
	Iteration 6Q: 3 clusters Score -103545.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -103593.523438 Penalty: 708.613953
	Iteration 7Q: 3 clusters Score -103593.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -103632.265625 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -103632.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -103661.617188 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -103661.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -103683.421875 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -103683.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -103693.164062 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -103693.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -103702.109375 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -103702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -103709.398438 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -103709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -103717.007812 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -103717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -103723.578125 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -103723.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -103726.460938 Penalty: 708.613953
	Iteration 16Q: 3 clusters Score -103726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -103731.359375 Penalty: 708.613953
	Iteration 17Q: 3 clusters Score -103731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -103733.687500 Penalty: 708.613953
	Iteration 18Q: 3 clusters Score -103733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -103734.437500 Penalty: 708.613953
	Iteration 19Q: 3 clusters Score -103734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -103735.593750 Penalty: 708.613953
	Iteration 20F: 3 clusters Score -103735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -103736.710938 Penalty: 708.613953
	Iteration 21Q: 3 clusters Score -103736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -103738.289062 Penalty: 708.613953
	Iteration 22Q: 3 clusters Score -103738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -103739.718750 Penalty: 708.613953
	Iteration 23Q: 3 clusters Score -103739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -103740.445312 Penalty: 708.613953
	Iteration 24Q: 3 clusters Score -103740.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -103742.140625 Penalty: 708.613953
	Iteration 25Q: 3 clusters Score -103742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -103743.632812 Penalty: 708.613953
	Iteration 26Q: 3 clusters Score -103743.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -103744.945312 Penalty: 708.613953
	Iteration 27Q: 3 clusters Score -103744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -103746.828125 Penalty: 708.613953
	Iteration 28Q: 3 clusters Score -103746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -103748.484375 Penalty: 708.613953
	Iteration 29Q: 3 clusters Score -103748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -103750.023438 Penalty: 708.613953
	Iteration 30Q: 3 clusters Score -103750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -103751.757812 Penalty: 708.613953
	Iteration 31Q: 3 clusters Score -103751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -103752.984375 Penalty: 708.613953
	Iteration 32Q: 3 clusters Score -103753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -103754.000000 Penalty: 708.613953
	Iteration 33Q: 3 clusters Score -103754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -103754.906250 Penalty: 708.613953
	Iteration 34Q: 3 clusters Score -103754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -103755.851562 Penalty: 708.613953
	Iteration 35Q: 3 clusters Score -103755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -103757.039062 Penalty: 708.613953
	Iteration 36Q: 3 clusters Score -103757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -103758.210938 Penalty: 708.613953
	Iteration 37Q: 3 clusters Score -103758.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -103758.984375 Penalty: 708.613953
	Iteration 38Q: 3 clusters Score -103759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -103761.601562 Penalty: 708.613953
	Iteration 39Q: 3 clusters Score -103761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -103764.976562 Penalty: 708.613953
	Iteration 40F: 3 clusters Score -103765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -103768.570312 Penalty: 708.613953
	Iteration 41Q: 3 clusters Score -103768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -103770.570312 Penalty: 708.613953
	Iteration 42Q: 3 clusters Score -103770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -103772.062500 Penalty: 708.613953
	Iteration 43Q: 3 clusters Score -103772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -103774.367188 Penalty: 708.613953
	Iteration 44Q: 3 clusters Score -103774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -103775.265625 Penalty: 708.613953
	Iteration 45Q: 3 clusters Score -103775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -103776.515625 Penalty: 708.613953
	Iteration 46Q: 3 clusters Score -103776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -103777.531250 Penalty: 708.613953
	Iteration 47Q: 3 clusters Score -103777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -103778.648438 Penalty: 708.613953
	Iteration 48Q: 3 clusters Score -103778.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -103780.625000 Penalty: 708.613953
	Iteration 49Q: 3 clusters Score -103780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -103781.000000 Penalty: 708.613953
	Iteration 50Q: 3 clusters Score -103781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -103781.500000 Penalty: 708.613953
	Iteration 51Q: 3 clusters Score -103781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -103782.773438 Penalty: 708.613953
	Iteration 52Q: 3 clusters Score -103782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -103784.015625 Penalty: 708.613953
	Iteration 53Q: 3 clusters Score -103784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -103785.062500 Penalty: 708.613953
	Iteration 54Q: 3 clusters Score -103785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -103786.101562 Penalty: 708.613953
	Iteration 55Q: 3 clusters Score -103786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -103790.679688 Penalty: 708.613953
	Iteration 56Q: 3 clusters Score -103790.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -103795.976562 Penalty: 708.613953
	Iteration 57Q: 3 clusters Score -103796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -103800.375000 Penalty: 708.613953
	Iteration 58Q: 3 clusters Score -103800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -103802.976562 Penalty: 708.613953
	Iteration 59Q: 3 clusters Score -103803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -103805.117188 Penalty: 708.613953
	Iteration 60F: 3 clusters Score -103805.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -103807.468750 Penalty: 708.613953
	Iteration 61Q: 3 clusters Score -103807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -103809.812500 Penalty: 708.613953
	Iteration 62Q: 3 clusters Score -103809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -103812.164062 Penalty: 708.613953
	Iteration 63Q: 3 clusters Score -103812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -103813.875000 Penalty: 708.613953
	Iteration 64Q: 3 clusters Score -103813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -103815.398438 Penalty: 708.613953
	Iteration 65Q: 3 clusters Score -103815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -103817.664062 Penalty: 708.613953
	Iteration 66Q: 3 clusters Score -103817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -103821.960938 Penalty: 708.613953
	Iteration 67Q: 3 clusters Score -103822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -103826.312500 Penalty: 708.613953
	Iteration 68Q: 3 clusters Score -103826.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -103829.179688 Penalty: 708.613953
	Iteration 69Q: 3 clusters Score -103829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -103831.250000 Penalty: 708.613953
	Iteration 70Q: 3 clusters Score -103831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -103833.726562 Penalty: 708.613953
	Iteration 71Q: 3 clusters Score -103833.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -103835.726562 Penalty: 708.613953
	Iteration 72Q: 3 clusters Score -103835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -103836.250000 Penalty: 708.613953
	Iteration 73Q: 3 clusters Score -103836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -103837.007812 Penalty: 708.613953
	Iteration 74Q: 3 clusters Score -103837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -103837.109375 Penalty: 708.613953
	Iteration 75Q: 3 clusters Score -103837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -103837.500000 Penalty: 708.613953
	Iteration 76Q: 3 clusters Score -103837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -103838.109375 Penalty: 708.613953
	Iteration 77Q: 3 clusters Score -103838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -103838.421875 Penalty: 708.613953
	Iteration 78Q: 3 clusters Score -103838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -103838.687500 Penalty: 708.613953
	Iteration 79Q: 3 clusters Score -103838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -103838.765625 Penalty: 708.613953
	Iteration 80F: 3 clusters Score -103838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -110267.796875 Penalty: 350.650909
	Iteration 0F: 2 clusters Score -110267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -108685.593750 Penalty: 701.301819
	Iteration 0F: 3 clusters Score -108685.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -109171.437500 Penalty: 701.301819
	Iteration 1F: 3 clusters Score -109171.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -109229.476562 Penalty: 701.301819
	Iteration 2F: 3 clusters Score -109229.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -109285.085938 Penalty: 701.301819
	Iteration 3F: 3 clusters Score -109285.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109330.945312 Penalty: 701.301819
	Iteration 4Q: 3 clusters Score -109330.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -109374.015625 Penalty: 701.301819
	Iteration 5Q: 3 clusters Score -109374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109428.140625 Penalty: 701.301819
	Iteration 6Q: 3 clusters Score -109428.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -109501.085938 Penalty: 701.301819
	Iteration 7Q: 3 clusters Score -109501.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109577.867188 Penalty: 701.301819
	Iteration 8Q: 3 clusters Score -109577.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109641.757812 Penalty: 701.301819
	Iteration 9Q: 3 clusters Score -109641.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -109685.671875 Penalty: 701.301819
	Iteration 10Q: 3 clusters Score -109685.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -109753.828125 Penalty: 701.301819
	Iteration 11Q: 3 clusters Score -109753.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -109809.000000 Penalty: 701.301819
	Iteration 12Q: 3 clusters Score -109809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -109839.062500 Penalty: 701.301819
	Iteration 13Q: 3 clusters Score -109839.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -109867.757812 Penalty: 701.301819
	Iteration 14Q: 3 clusters Score -109867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -109887.312500 Penalty: 701.301819
	Iteration 15Q: 3 clusters Score -109887.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -109901.539062 Penalty: 701.301819
	Iteration 16Q: 3 clusters Score -109901.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -109911.359375 Penalty: 701.301819
	Iteration 17Q: 3 clusters Score -109911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -109919.210938 Penalty: 701.301819
	Iteration 18Q: 3 clusters Score -109919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -109926.890625 Penalty: 701.301819
	Iteration 19Q: 3 clusters Score -109926.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -109934.632812 Penalty: 701.301819
	Iteration 20F: 3 clusters Score -109934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -109947.304688 Penalty: 701.301819
	Iteration 21Q: 3 clusters Score -109947.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -109955.585938 Penalty: 701.301819
	Iteration 22Q: 3 clusters Score -109955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -109961.914062 Penalty: 701.301819
	Iteration 23Q: 3 clusters Score -109961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -109964.421875 Penalty: 701.301819
	Iteration 24Q: 3 clusters Score -109964.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -109969.281250 Penalty: 701.301819
	Iteration 25Q: 3 clusters Score -109969.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -109971.953125 Penalty: 701.301819
	Iteration 26Q: 3 clusters Score -109972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -109974.390625 Penalty: 701.301819
	Iteration 27Q: 3 clusters Score -109974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -109976.812500 Penalty: 701.301819
	Iteration 28Q: 3 clusters Score -109976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -109977.609375 Penalty: 701.301819
	Iteration 29Q: 3 clusters Score -109977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -109978.640625 Penalty: 701.301819
	Iteration 30Q: 3 clusters Score -109978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -109978.640625 Penalty: 701.301819
	Iteration 31F: 3 clusters Score -109978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -11861.114258 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -11861.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11498.872070 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -11498.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11614.684570 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -11614.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11655.156250 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -11655.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11678.211914 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -11678.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11706.397461 Penalty: 527.717468
	Iteration 4F: 3 clusters Score -11706.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11740.863281 Penalty: 527.717468
	Iteration 5F: 3 clusters Score -11740.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11778.524414 Penalty: 527.717468
	Iteration 6F: 3 clusters Score -11778.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11802.954102 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -11802.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11813.785156 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -11813.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11818.304688 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -11818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11821.785156 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -11821.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11825.549805 Penalty: 527.717468
	Iteration 11Q: 3 clusters Score -11825.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11830.814453 Penalty: 527.717468
	Iteration 12Q: 3 clusters Score -11830.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11834.529297 Penalty: 527.717468
	Iteration 13Q: 3 clusters Score -11834.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11836.307617 Penalty: 527.717468
	Iteration 14Q: 3 clusters Score -11836.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -11839.603516 Penalty: 527.717468
	Iteration 15Q: 3 clusters Score -11839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11840.396484 Penalty: 527.717468
	Iteration 16Q: 3 clusters Score -11840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11841.103516 Penalty: 527.717468
	Iteration 17Q: 3 clusters Score -11841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11848.315430 Penalty: 527.717468
	Iteration 18Q: 3 clusters Score -11848.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11859.541992 Penalty: 527.717468
	Iteration 19Q: 3 clusters Score -11859.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11863.300781 Penalty: 527.717468
	Iteration 20F: 3 clusters Score -11863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11865.454102 Penalty: 527.717468
	Iteration 21Q: 3 clusters Score -11865.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11865.454102 Penalty: 527.717468
	Iteration 22F: 3 clusters Score -11865.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 90 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157170 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35133 members 
Mstep: Class 16 contains 48653 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 98497 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147052 members 
Mstep: Class 28 contains 240 members 
Entering Unmasked Estep 
Score: -23233768.000000 Penalty: 16768.777344
Splitting cluster 7 changes total score from -23234112.000000 to -23233768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10755.093750 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10755.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10445.025391 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10445.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10533.993164 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10533.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10557.419922 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10557.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10572.476562 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -10572.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10579.800781 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10586.757812 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10586.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10589.068359 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10589.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10589.068359 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -10589.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -6296.890137 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -6296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6044.296387 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6044.296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6115.221191 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6115.221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6123.165039 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -6123.165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6128.210449 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6128.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6128.210449 Penalty: 452.882751
	Iteration 4F: 3 clusters Score -6128.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (157170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Entering Unmasked Estep 
Score: -7281019.000000 Penalty: 544.411255
	Iteration 0F: 2 clusters Score -7281019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -7176924.000000 Penalty: 1088.822510
	Iteration 0F: 3 clusters Score -7176924 nChanged 76946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -7225232.500000 Penalty: 1088.822510
	Iteration 1F: 3 clusters Score -7225232 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -7228727.000000 Penalty: 1088.822510
	Iteration 2F: 3 clusters Score -7228727 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -7234912.000000 Penalty: 1088.822510
	Iteration 3F: 3 clusters Score -7234912 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -7244683.000000 Penalty: 1088.822510
	Iteration 4F: 3 clusters Score -7244683 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 129999 members 
Entering Unmasked Estep 
Score: -7257178.000000 Penalty: 1088.822510
	Iteration 5F: 3 clusters Score -7257178 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -7267816.500000 Penalty: 1088.822510
	Iteration 6F: 3 clusters Score -7267816 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -7273961.000000 Penalty: 1088.822510
	Iteration 7Q: 3 clusters Score -7273961 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 150284 members 
Entering Unmasked Estep 
Score: -7277044.500000 Penalty: 1088.822510
	Iteration 8Q: 3 clusters Score -7277044 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -7278523.000000 Penalty: 1088.822510
	Iteration 9Q: 3 clusters Score -7278523 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -7279376.500000 Penalty: 1088.822510
	Iteration 10Q: 3 clusters Score -7279376 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 154761 members 
Entering Unmasked Estep 
Score: -7279851.500000 Penalty: 1088.822510
	Iteration 11Q: 3 clusters Score -7279852 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 155371 members 
Entering Unmasked Estep 
Score: -7280086.500000 Penalty: 1088.822510
	Iteration 12Q: 3 clusters Score -7280086 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -7280257.000000 Penalty: 1088.822510
	Iteration 13Q: 3 clusters Score -7280257 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 156139 members 
Entering Unmasked Estep 
Score: -7280391.500000 Penalty: 1088.822510
	Iteration 14Q: 3 clusters Score -7280392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -7280444.000000 Penalty: 1088.822510
	Iteration 15Q: 3 clusters Score -7280444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -7280490.500000 Penalty: 1088.822510
	Iteration 16Q: 3 clusters Score -7280490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 156639 members 
Entering Unmasked Estep 
Score: -7280536.500000 Penalty: 1088.822510
	Iteration 17Q: 3 clusters Score -7280536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -7280575.000000 Penalty: 1088.822510
	Iteration 18Q: 3 clusters Score -7280575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -7280579.500000 Penalty: 1088.822510
	Iteration 19Q: 3 clusters Score -7280580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -7280579.500000 Penalty: 1088.822510
	Iteration 20F: 3 clusters Score -7280580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -7280569.000000 Penalty: 1088.822510
	Iteration 21Q: 3 clusters Score -7280569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -7280582.500000 Penalty: 1088.822510
	Iteration 22Q: 3 clusters Score -7280582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156910 members 
Entering Unmasked Estep 
Score: -7280587.500000 Penalty: 1088.822510
	Iteration 23Q: 3 clusters Score -7280588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -7280594.500000 Penalty: 1088.822510
	Iteration 24Q: 3 clusters Score -7280594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -7280593.500000 Penalty: 1088.822510
	Iteration 25Q: 3 clusters Score -7280594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -7280589.500000 Penalty: 1088.822510
	Iteration 26Q: 3 clusters Score -7280590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -7280591.500000 Penalty: 1088.822510
	Iteration 27Q: 3 clusters Score -7280592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -7280596.000000 Penalty: 1088.822510
	Iteration 28Q: 3 clusters Score -7280596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156973 members 
Entering Unmasked Estep 
Score: -7280604.000000 Penalty: 1088.822510
	Iteration 29Q: 3 clusters Score -7280604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -7280600.500000 Penalty: 1088.822510
	Iteration 30Q: 3 clusters Score -7280600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -7280602.000000 Penalty: 1088.822510
	Iteration 31Q: 3 clusters Score -7280602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -7280598.500000 Penalty: 1088.822510
	Iteration 32Q: 3 clusters Score -7280598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -7280600.000000 Penalty: 1088.822510
	Iteration 33Q: 3 clusters Score -7280600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -7280605.000000 Penalty: 1088.822510
	Iteration 34Q: 3 clusters Score -7280605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -7280604.500000 Penalty: 1088.822510
	Iteration 35Q: 3 clusters Score -7280604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -7280608.000000 Penalty: 1088.822510
	Iteration 36Q: 3 clusters Score -7280608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -7280604.500000 Penalty: 1088.822510
	Iteration 37Q: 3 clusters Score -7280604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -7280605.000000 Penalty: 1088.822510
	Iteration 38Q: 3 clusters Score -7280605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -7280606.500000 Penalty: 1088.822510
	Iteration 39Q: 3 clusters Score -7280606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -7280606.500000 Penalty: 1088.822510
	Iteration 40F: 3 clusters Score -7280606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -22825.984375 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -22825.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22313.681641 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -22313.68 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22416.349609 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -22416.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22443.873047 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -22443.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22469.533203 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -22469.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22483.255859 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -22483.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22490.636719 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -22490.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22496.125000 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -22496.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22500.593750 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -22500.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22503.558594 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -22503.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22505.316406 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -22505.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22505.972656 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -22505.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22507.722656 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -22507.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22508.736328 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -22508.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22509.710938 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -22509.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22510.046875 Penalty: 567.687561
	Iteration 14Q: 3 clusters Score -22510.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22510.160156 Penalty: 567.687561
	Iteration 15Q: 3 clusters Score -22510.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22510.160156 Penalty: 567.687561
	Iteration 16F: 3 clusters Score -22510.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -112712.585938 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -112712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -111129.140625 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -111129.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -111714.156250 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -111714.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -111827.132812 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -111827.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -111937.953125 Penalty: 703.525879
	Iteration 3F: 3 clusters Score -111938 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -112058.656250 Penalty: 703.525879
	Iteration 4F: 3 clusters Score -112058.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -112180.718750 Penalty: 703.525879
	Iteration 5F: 3 clusters Score -112180.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -112258.445312 Penalty: 703.525879
	Iteration 6Q: 3 clusters Score -112258.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -112326.445312 Penalty: 703.525879
	Iteration 7Q: 3 clusters Score -112326.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -112370.164062 Penalty: 703.525879
	Iteration 8Q: 3 clusters Score -112370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -112398.921875 Penalty: 703.525879
	Iteration 9Q: 3 clusters Score -112398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -112421.906250 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -112421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -112440.945312 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -112440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -112441.406250 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -112441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -112441.882812 Penalty: 703.525879
	Iteration 13Q: 3 clusters Score -112441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -112441.882812 Penalty: 703.525879
	Iteration 14F: 3 clusters Score -112441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -30056.656250 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -30056.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29442.525391 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -29442.53 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29621.349609 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -29621.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29663.082031 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -29663.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29688.109375 Penalty: 599.216003
	Iteration 3Q: 3 clusters Score -29688.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29716.462891 Penalty: 599.216003
	Iteration 4Q: 3 clusters Score -29716.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29744.222656 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -29744.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29763.994141 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -29763.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29776.439453 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -29776.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29790.203125 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -29790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29799.625000 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -29799.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29806.867188 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -29806.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29811.832031 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -29811.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29813.560547 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -29813.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29814.878906 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -29814.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29816.908203 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -29816.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29818.953125 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -29818.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29819.505859 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -29819.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29820.128906 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -29820.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29822.097656 Penalty: 599.216003
	Iteration 18Q: 3 clusters Score -29822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29824.138672 Penalty: 599.216003
	Iteration 19Q: 3 clusters Score -29824.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29826.904297 Penalty: 599.216003
	Iteration 20F: 3 clusters Score -29826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29828.027344 Penalty: 599.216003
	Iteration 21Q: 3 clusters Score -29828.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29830.884766 Penalty: 599.216003
	Iteration 22Q: 3 clusters Score -29830.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29832.966797 Penalty: 599.216003
	Iteration 23Q: 3 clusters Score -29832.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29832.966797 Penalty: 599.216003
	Iteration 24F: 3 clusters Score -29832.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8744.346680 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8744.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8462.501953 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -8462.502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8514.854492 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8514.854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8532.956055 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8532.956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8540.133789 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8540.134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8545.126953 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8545.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8547.031250 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -8547.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8548.238281 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -8548.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8548.238281 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -8548.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Entering Unmasked Estep 
Score: -1667180.000000 Penalty: 476.243774
	Iteration 0F: 2 clusters Score -1667180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1643607.125000 Penalty: 952.487549
	Iteration 0F: 3 clusters Score -1643607 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1653561.250000 Penalty: 952.487549
	Iteration 1F: 3 clusters Score -1653561 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1654014.500000 Penalty: 952.487549
	Iteration 2Q: 3 clusters Score -1654014 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1654547.875000 Penalty: 952.487549
	Iteration 3Q: 3 clusters Score -1654548 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1655127.250000 Penalty: 952.487549
	Iteration 4Q: 3 clusters Score -1655127 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1655793.250000 Penalty: 952.487549
	Iteration 5Q: 3 clusters Score -1655793 nChanged 1670
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1656561 nChanged 1759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1657530 nChanged 1912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1658818 nChanged 1901
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Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1660002 nChanged 1544
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Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19112 members 
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	Iteration 10Q: 3 clusters Score -1660717 nChanged 1085
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Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1661041 nChanged 639
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Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 19286 members 
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	Iteration 12Q: 3 clusters Score -1661141 nChanged 369
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Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 19363 members 
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Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 19430 members 
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Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 19486 members 
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	Iteration 15Q: 3 clusters Score -1661229 nChanged 170
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Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1661242 nChanged 168
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Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 19586 members 
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Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 19653 members 
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	Iteration 18Q: 3 clusters Score -1661276 nChanged 178
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Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 19729 members 
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	Iteration 19Q: 3 clusters Score -1661294 nChanged 181
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Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1661300 nChanged 135
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Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 19865 members 
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	Iteration 21Q: 3 clusters Score -1661313 nChanged 148
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Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 19943 members 
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	Iteration 22Q: 3 clusters Score -1661328 nChanged 166
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Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1661350 nChanged 188
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Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1661374 nChanged 205
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Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 20290 members 
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	Iteration 25Q: 3 clusters Score -1661394 nChanged 207
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Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1661427 nChanged 212
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Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 20581 members 
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	Iteration 27Q: 3 clusters Score -1661451 nChanged 208
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Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 20723 members 
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	Iteration 28Q: 3 clusters Score -1661472 nChanged 197
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Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 20870 members 
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	Iteration 29Q: 3 clusters Score -1661494 nChanged 215
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Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 21027 members 
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	Iteration 30Q: 3 clusters Score -1661519 nChanged 232
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Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 21203 members 
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	Iteration 31Q: 3 clusters Score -1661552 nChanged 256
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Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 21391 members 
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	Iteration 32Q: 3 clusters Score -1661592 nChanged 292
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Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 21595 members 
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	Iteration 33Q: 3 clusters Score -1661646 nChanged 303
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Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 21818 members 
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	Iteration 34Q: 3 clusters Score -1661700 nChanged 311
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Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 22063 members 
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	Iteration 35Q: 3 clusters Score -1661762 nChanged 370
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Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 22355 members 
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	Iteration 36Q: 3 clusters Score -1661844 nChanged 396
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Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 22659 members 
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	Iteration 37Q: 3 clusters Score -1661934 nChanged 407
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Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1662030 nChanged 418
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Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 23268 members 
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	Iteration 39Q: 3 clusters Score -1662143 nChanged 436
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 23592 members 
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	Iteration 40F: 3 clusters Score -1662257 nChanged 462
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Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 23924 members 
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	Iteration 41Q: 3 clusters Score -1662384 nChanged 489
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Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 24275 members 
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	Iteration 42Q: 3 clusters Score -1662528 nChanged 509
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Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 24642 members 
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	Iteration 43Q: 3 clusters Score -1662697 nChanged 520
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Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 25026 members 
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	Iteration 44Q: 3 clusters Score -1662864 nChanged 511
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Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 25373 members 
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	Iteration 45Q: 3 clusters Score -1663056 nChanged 566
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Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 25717 members 
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	Iteration 46Q: 3 clusters Score -1663279 nChanged 557
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Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 26030 members 
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	Iteration 47Q: 3 clusters Score -1663493 nChanged 515
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Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1663720 nChanged 566
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Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 26693 members 
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	Iteration 49Q: 3 clusters Score -1663990 nChanged 546
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 27001 members 
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	Iteration 50Q: 3 clusters Score -1664241 nChanged 496
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Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 27251 members 
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	Iteration 51Q: 3 clusters Score -1664456 nChanged 434
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 27433 members 
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	Iteration 52Q: 3 clusters Score -1664626 nChanged 404
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Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 27611 members 
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	Iteration 53Q: 3 clusters Score -1664801 nChanged 368
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Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 27769 members 
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	Iteration 54Q: 3 clusters Score -1664940 nChanged 328
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Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 27881 members 
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	Iteration 55Q: 3 clusters Score -1665057 nChanged 318
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Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 27969 members 
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	Iteration 56Q: 3 clusters Score -1665152 nChanged 257
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Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 28032 members 
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	Iteration 57Q: 3 clusters Score -1665218 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 28098 members 
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	Iteration 58Q: 3 clusters Score -1665273 nChanged 202
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Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 28174 members 
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	Iteration 59Q: 3 clusters Score -1665324 nChanged 164
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Mstep: Class 1 contains 6911 members 
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	Iteration 60F: 3 clusters Score -1665398 nChanged 166
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Mstep: Class 1 contains 6905 members 
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	Iteration 61Q: 3 clusters Score -1665439 nChanged 179
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Mstep: Class 1 contains 6900 members 
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	Iteration 62Q: 3 clusters Score -1665463 nChanged 167
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	Iteration 63Q: 3 clusters Score -1665496 nChanged 144
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	Iteration 64Q: 3 clusters Score -1665517 nChanged 112
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Mstep: Class 1 contains 6989 members 
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	Iteration 65Q: 3 clusters Score -1665521 nChanged 84
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	Iteration 66Q: 3 clusters Score -1665531 nChanged 67
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Mstep: Class 1 contains 7018 members 
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	Iteration 67Q: 3 clusters Score -1665538 nChanged 56
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Mstep: Class 1 contains 7030 members 
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	Iteration 68Q: 3 clusters Score -1665551 nChanged 47
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 28090 members 
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	Iteration 69Q: 3 clusters Score -1665550 nChanged 28
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Mstep: Class 1 contains 7051 members 
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	Iteration 70Q: 3 clusters Score -1665552 nChanged 19
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Mstep: Class 1 contains 7050 members 
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	Iteration 71Q: 3 clusters Score -1665551 nChanged 20
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Mstep: Class 1 contains 7056 members 
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	Iteration 72Q: 3 clusters Score -1665556 nChanged 21
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Mstep: Class 1 contains 7061 members 
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	Iteration 73Q: 3 clusters Score -1665554 nChanged 23
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Mstep: Class 1 contains 7072 members 
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	Iteration 74Q: 3 clusters Score -1665555 nChanged 19
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Mstep: Class 1 contains 7085 members 
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	Iteration 75Q: 3 clusters Score -1665555 nChanged 12
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	Iteration 76Q: 3 clusters Score -1665552 nChanged 10
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Mstep: Class 1 contains 7105 members 
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	Iteration 77Q: 3 clusters Score -1665552 nChanged 11
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	Iteration 78Q: 3 clusters Score -1665554 nChanged 8
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	Iteration 79Q: 3 clusters Score -1665556 nChanged 8
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	Iteration 80F: 3 clusters Score -1665557 nChanged 8
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Mstep: Class 1 contains 7138 members 
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	Iteration 81Q: 3 clusters Score -1665557 nChanged 9
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Mstep: Class 1 contains 7147 members 
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	Iteration 82Q: 3 clusters Score -1665559 nChanged 9
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	Iteration 83Q: 3 clusters Score -1665555 nChanged 8
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	Iteration 84Q: 3 clusters Score -1665555 nChanged 14
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	Iteration 85Q: 3 clusters Score -1665559 nChanged 13
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	Iteration 86Q: 3 clusters Score -1665560 nChanged 19
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	Iteration 87Q: 3 clusters Score -1665559 nChanged 15
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	Iteration 88Q: 3 clusters Score -1665558 nChanged 8
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	Iteration 89Q: 3 clusters Score -1665562 nChanged 6
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	Iteration 90Q: 3 clusters Score -1665560 nChanged 6
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	Iteration 91Q: 3 clusters Score -1665559 nChanged 6
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	Iteration 92Q: 3 clusters Score -1665560 nChanged 5
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	Iteration 93Q: 3 clusters Score -1665563 nChanged 2
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	Iteration 94Q: 3 clusters Score -1665560 nChanged 3
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	Iteration 95Q: 3 clusters Score -1665562 nChanged 3
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	Iteration 96Q: 3 clusters Score -1665564 nChanged 2
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	Iteration 97Q: 3 clusters Score -1665564 nChanged 2
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Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -1665563.750000 Penalty: 952.487549
	Iteration 98Q: 3 clusters Score -1665564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1665564.000000 Penalty: 952.487549
	Iteration 99Q: 3 clusters Score -1665564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -1665563.500000 Penalty: 952.487549
	Iteration 100F: 3 clusters Score -1665564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -1665562.500000 Penalty: 952.487549
	Iteration 101Q: 3 clusters Score -1665562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -1665560.125000 Penalty: 952.487549
	Iteration 102Q: 3 clusters Score -1665560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -1665559.875000 Penalty: 952.487549
	Iteration 103Q: 3 clusters Score -1665560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -1665560.125000 Penalty: 952.487549
	Iteration 104Q: 3 clusters Score -1665560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -1665562.000000 Penalty: 952.487549
	Iteration 105Q: 3 clusters Score -1665562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -1665560.500000 Penalty: 952.487549
	Iteration 106Q: 3 clusters Score -1665560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -1665563.500000 Penalty: 952.487549
	Iteration 107Q: 3 clusters Score -1665564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -1665566.125000 Penalty: 952.487549
	Iteration 108Q: 3 clusters Score -1665566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -1665566.875000 Penalty: 952.487549
	Iteration 109Q: 3 clusters Score -1665567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -1665566.750000 Penalty: 952.487549
	Iteration 110Q: 3 clusters Score -1665567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -1665567.000000 Penalty: 952.487549
	Iteration 111Q: 3 clusters Score -1665567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -1665567.875000 Penalty: 952.487549
	Iteration 112Q: 3 clusters Score -1665568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -1665569.500000 Penalty: 952.487549
	Iteration 113Q: 3 clusters Score -1665570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -1665569.625000 Penalty: 952.487549
	Iteration 114Q: 3 clusters Score -1665570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -1665570.500000 Penalty: 952.487549
	Iteration 115Q: 3 clusters Score -1665570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -1665570.500000 Penalty: 952.487549
	Iteration 116F: 3 clusters Score -1665570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Entering Unmasked Estep 
Score: -2142261.000000 Penalty: 491.057343
	Iteration 0F: 2 clusters Score -2142261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2109478.000000 Penalty: 982.114685
	Iteration 0F: 3 clusters Score -2109478 nChanged 23607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2123926.750000 Penalty: 982.114685
	Iteration 1F: 3 clusters Score -2123927 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2125141.750000 Penalty: 982.114685
	Iteration 2F: 3 clusters Score -2125142 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -2126909.500000 Penalty: 982.114685
	Iteration 3F: 3 clusters Score -2126910 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -2129287.500000 Penalty: 982.114685
	Iteration 4F: 3 clusters Score -2129288 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -2132009.250000 Penalty: 982.114685
	Iteration 5F: 3 clusters Score -2132009 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -2134248.750000 Penalty: 982.114685
	Iteration 6F: 3 clusters Score -2134249 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -2135614.500000 Penalty: 982.114685
	Iteration 7Q: 3 clusters Score -2135614 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -2136395.000000 Penalty: 982.114685
	Iteration 8Q: 3 clusters Score -2136395 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -2136990.250000 Penalty: 982.114685
	Iteration 9Q: 3 clusters Score -2136990 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -2137633.750000 Penalty: 982.114685
	Iteration 10Q: 3 clusters Score -2137634 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -2138278.750000 Penalty: 982.114685
	Iteration 11Q: 3 clusters Score -2138279 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -2138934.750000 Penalty: 982.114685
	Iteration 12Q: 3 clusters Score -2138935 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -2139533.250000 Penalty: 982.114685
	Iteration 13Q: 3 clusters Score -2139533 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -2140084.250000 Penalty: 982.114685
	Iteration 14Q: 3 clusters Score -2140084 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -2140537.750000 Penalty: 982.114685
	Iteration 15Q: 3 clusters Score -2140538 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -2140934.500000 Penalty: 982.114685
	Iteration 16Q: 3 clusters Score -2140934 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -2141248.750000 Penalty: 982.114685
	Iteration 17Q: 3 clusters Score -2141249 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -2141455.750000 Penalty: 982.114685
	Iteration 18Q: 3 clusters Score -2141456 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -2141618.750000 Penalty: 982.114685
	Iteration 19Q: 3 clusters Score -2141619 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -2141713.500000 Penalty: 982.114685
	Iteration 20F: 3 clusters Score -2141714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -2141763.000000 Penalty: 982.114685
	Iteration 21Q: 3 clusters Score -2141763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -2141796.750000 Penalty: 982.114685
	Iteration 22Q: 3 clusters Score -2141797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -2141815.750000 Penalty: 982.114685
	Iteration 23Q: 3 clusters Score -2141816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -2141829.000000 Penalty: 982.114685
	Iteration 24Q: 3 clusters Score -2141829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -2141848.250000 Penalty: 982.114685
	Iteration 25Q: 3 clusters Score -2141848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -2141855.000000 Penalty: 982.114685
	Iteration 26Q: 3 clusters Score -2141855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -2141862.500000 Penalty: 982.114685
	Iteration 27Q: 3 clusters Score -2141862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -2141866.500000 Penalty: 982.114685
	Iteration 28Q: 3 clusters Score -2141866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -2141870.750000 Penalty: 982.114685
	Iteration 29Q: 3 clusters Score -2141871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -2141871.250000 Penalty: 982.114685
	Iteration 30Q: 3 clusters Score -2141871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -2141872.750000 Penalty: 982.114685
	Iteration 31Q: 3 clusters Score -2141873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -2141878.000000 Penalty: 982.114685
	Iteration 32Q: 3 clusters Score -2141878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -2141881.500000 Penalty: 982.114685
	Iteration 33Q: 3 clusters Score -2141882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -2141888.000000 Penalty: 982.114685
	Iteration 34Q: 3 clusters Score -2141888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -2141886.500000 Penalty: 982.114685
	Iteration 35Q: 3 clusters Score -2141886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -2141889.500000 Penalty: 982.114685
	Iteration 36Q: 3 clusters Score -2141890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -2141889.000000 Penalty: 982.114685
	Iteration 37Q: 3 clusters Score -2141889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -2141891.250000 Penalty: 982.114685
	Iteration 38Q: 3 clusters Score -2141891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -2141891.250000 Penalty: 982.114685
	Iteration 39F: 3 clusters Score -2141891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -27348.806641 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -27348.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26793.951172 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -26793.95 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -26945.414062 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -26945.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26979.251953 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -26979.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26992.642578 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -26992.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27002.628906 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -27002.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27007.783203 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -27007.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27010.035156 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -27010.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -27013.273438 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -27013.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27017.212891 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -27017.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27017.746094 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -27017.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27018.291016 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -27018.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27018.535156 Penalty: 582.120605
	Iteration 11Q: 3 clusters Score -27018.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27019.214844 Penalty: 582.120605
	Iteration 12Q: 3 clusters Score -27019.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27019.214844 Penalty: 582.120605
	Iteration 13F: 3 clusters Score -27019.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -70616.343750 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -70616.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -69572.750000 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -69572.75 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -69869.664062 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -69869.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -69945.859375 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -69945.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -70034.859375 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -70034.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -70112.781250 Penalty: 661.344849
	Iteration 4F: 3 clusters Score -70112.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -70184.851562 Penalty: 661.344849
	Iteration 5F: 3 clusters Score -70184.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -70221.320312 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -70221.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -70241.859375 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -70241.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -70264.007812 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -70264.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -70288.750000 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -70288.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -70305.906250 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -70305.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -70313.250000 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -70313.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -70318.289062 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -70318.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -70324.492188 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -70324.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -70327.531250 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -70327.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -70328.695312 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -70328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -70329.453125 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -70329.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -70330.554688 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -70330.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -70330.625000 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -70330.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -70330.625000 Penalty: 661.344849
	Iteration 19F: 3 clusters Score -70330.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Entering Unmasked Estep 
Score: -4623748.000000 Penalty: 523.149048
	Iteration 0F: 2 clusters Score -4623748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -4557722.000000 Penalty: 1046.298096
	Iteration 0F: 3 clusters Score -4557722 nChanged 47909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -4587285.000000 Penalty: 1046.298096
	Iteration 1F: 3 clusters Score -4587285 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -4588821.000000 Penalty: 1046.298096
	Iteration 2Q: 3 clusters Score -4588821 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4591472.000000 Penalty: 1046.298096
	Iteration 3F: 3 clusters Score -4591472 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4595635.500000 Penalty: 1046.298096
	Iteration 4F: 3 clusters Score -4595636 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4601126.000000 Penalty: 1046.298096
	Iteration 5F: 3 clusters Score -4601126 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4606382.000000 Penalty: 1046.298096
	Iteration 6F: 3 clusters Score -4606382 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4609572.500000 Penalty: 1046.298096
	Iteration 7Q: 3 clusters Score -4609572 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4611176.000000 Penalty: 1046.298096
	Iteration 8Q: 3 clusters Score -4611176 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4612234.500000 Penalty: 1046.298096
	Iteration 9Q: 3 clusters Score -4612234 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4613274.500000 Penalty: 1046.298096
	Iteration 10Q: 3 clusters Score -4613274 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4614303.000000 Penalty: 1046.298096
	Iteration 11Q: 3 clusters Score -4614303 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -4615342.000000 Penalty: 1046.298096
	Iteration 12Q: 3 clusters Score -4615342 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4616412.000000 Penalty: 1046.298096
	Iteration 13Q: 3 clusters Score -4616412 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4617500.500000 Penalty: 1046.298096
	Iteration 14Q: 3 clusters Score -4617500 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4618553.000000 Penalty: 1046.298096
	Iteration 15Q: 3 clusters Score -4618553 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4619596.000000 Penalty: 1046.298096
	Iteration 16Q: 3 clusters Score -4619596 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4620552.000000 Penalty: 1046.298096
	Iteration 17Q: 3 clusters Score -4620552 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4621305.000000 Penalty: 1046.298096
	Iteration 18Q: 3 clusters Score -4621305 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4621880.000000 Penalty: 1046.298096
	Iteration 19Q: 3 clusters Score -4621880 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4622360.000000 Penalty: 1046.298096
	Iteration 20F: 3 clusters Score -4622360 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4622714.000000 Penalty: 1046.298096
	Iteration 21Q: 3 clusters Score -4622714 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4622977.000000 Penalty: 1046.298096
	Iteration 22Q: 3 clusters Score -4622977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4623131.000000 Penalty: 1046.298096
	Iteration 23Q: 3 clusters Score -4623131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4623210.000000 Penalty: 1046.298096
	Iteration 24Q: 3 clusters Score -4623210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4623231.000000 Penalty: 1046.298096
	Iteration 25Q: 3 clusters Score -4623231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4623249.500000 Penalty: 1046.298096
	Iteration 26Q: 3 clusters Score -4623250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4623261.000000 Penalty: 1046.298096
	Iteration 27Q: 3 clusters Score -4623261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4623263.500000 Penalty: 1046.298096
	Iteration 28Q: 3 clusters Score -4623264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4623272.000000 Penalty: 1046.298096
	Iteration 29Q: 3 clusters Score -4623272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4623283.500000 Penalty: 1046.298096
	Iteration 30Q: 3 clusters Score -4623284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4623282.500000 Penalty: 1046.298096
	Iteration 31Q: 3 clusters Score -4623282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4623282.500000 Penalty: 1046.298096
	Iteration 32F: 3 clusters Score -4623282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32561.111328 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32561.11 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32761.644531 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32761.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -32803.636719 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32803.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -32823.867188 Penalty: 610.546692
	Iteration 3Q: 3 clusters Score -32823.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32835.765625 Penalty: 610.546692
	Iteration 4Q: 3 clusters Score -32835.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32842.457031 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32842.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32847.355469 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32847.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -32857.144531 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -32857.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -32869.339844 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -32869.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -32889.007812 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -32889.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32900.117188 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -32900.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -32905.597656 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -32905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -32908.308594 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -32908.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -32909.238281 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -32909.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -32910.628906 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -32910.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -32911.800781 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -32911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -32913.613281 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -32913.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -32919.023438 Penalty: 610.546692
	Iteration 17Q: 3 clusters Score -32919.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -32923.890625 Penalty: 610.546692
	Iteration 18Q: 3 clusters Score -32923.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -32925.769531 Penalty: 610.546692
	Iteration 19Q: 3 clusters Score -32925.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -32927.105469 Penalty: 610.546692
	Iteration 20F: 3 clusters Score -32927.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -32927.886719 Penalty: 610.546692
	Iteration 21Q: 3 clusters Score -32927.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -32928.941406 Penalty: 610.546692
	Iteration 22Q: 3 clusters Score -32928.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -32930.074219 Penalty: 610.546692
	Iteration 23Q: 3 clusters Score -32930.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32931.367188 Penalty: 610.546692
	Iteration 24Q: 3 clusters Score -32931.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -32931.820312 Penalty: 610.546692
	Iteration 25Q: 3 clusters Score -32931.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -32932.484375 Penalty: 610.546692
	Iteration 26Q: 3 clusters Score -32932.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32933.394531 Penalty: 610.546692
	Iteration 27Q: 3 clusters Score -32933.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32934.312500 Penalty: 610.546692
	Iteration 28Q: 3 clusters Score -32934.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -32935.730469 Penalty: 610.546692
	Iteration 29Q: 3 clusters Score -32935.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -32939.769531 Penalty: 610.546692
	Iteration 30Q: 3 clusters Score -32939.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -32941.375000 Penalty: 610.546692
	Iteration 31Q: 3 clusters Score -32941.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -32942.140625 Penalty: 610.546692
	Iteration 32Q: 3 clusters Score -32942.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -32945.625000 Penalty: 610.546692
	Iteration 33Q: 3 clusters Score -32945.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32947.636719 Penalty: 610.546692
	Iteration 34Q: 3 clusters Score -32947.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -32948.718750 Penalty: 610.546692
	Iteration 35Q: 3 clusters Score -32948.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32950.156250 Penalty: 610.546692
	Iteration 36Q: 3 clusters Score -32950.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -32950.757812 Penalty: 610.546692
	Iteration 37Q: 3 clusters Score -32950.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -32951.710938 Penalty: 610.546692
	Iteration 38Q: 3 clusters Score -32951.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -32952.007812 Penalty: 610.546692
	Iteration 39Q: 3 clusters Score -32952.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -32952.101562 Penalty: 610.546692
	Iteration 40F: 3 clusters Score -32952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -32952.199219 Penalty: 610.546692
	Iteration 41Q: 3 clusters Score -32952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -32952.199219 Penalty: 610.546692
	Iteration 42F: 3 clusters Score -32952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -7627.785645 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -7627.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7345.904297 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7345.904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7443.881348 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7443.881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7463.071777 Penalty: 482.146881
	Iteration 2F: 3 clusters Score -7463.072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7466.653320 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7466.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7469.703125 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7469.703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7474.786621 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7474.787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7481.116211 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7481.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7481.732422 Penalty: 482.146881
	Iteration 7Q: 3 clusters Score -7481.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7481.732422 Penalty: 482.146881
	Iteration 8F: 3 clusters Score -7481.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -19141.978516 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -19141.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18692.134766 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -18692.13 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18851.048828 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -18851.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18913.517578 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -18913.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18937.833984 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -18937.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18947.398438 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -18947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18954.378906 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -18954.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18957.593750 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -18957.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18959.599609 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -18959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18961.808594 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -18961.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18962.568359 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -18962.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18962.791016 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -18962.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18962.791016 Penalty: 552.437134
	Iteration 11F: 3 clusters Score -18962.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -156927.156250 Penalty: 366.625092
	Iteration 0F: 2 clusters Score -156927.2 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 1596 members 
Entering Unmasked Estep 
Score: -154737.093750 Penalty: 733.250183
	Iteration 0F: 3 clusters Score -154737.1 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -155486.406250 Penalty: 733.250183
	Iteration 1F: 3 clusters Score -155486.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -155571.703125 Penalty: 733.250183
	Iteration 2F: 3 clusters Score -155571.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -155630.406250 Penalty: 733.250183
	Iteration 3Q: 3 clusters Score -155630.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -155688.109375 Penalty: 733.250183
	Iteration 4Q: 3 clusters Score -155688.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -155760.875000 Penalty: 733.250183
	Iteration 5Q: 3 clusters Score -155760.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -155886.328125 Penalty: 733.250183
	Iteration 6F: 3 clusters Score -155886.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -156018.078125 Penalty: 733.250183
	Iteration 7F: 3 clusters Score -156018.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -156159.953125 Penalty: 733.250183
	Iteration 8F: 3 clusters Score -156160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -156298.015625 Penalty: 733.250183
	Iteration 9Q: 3 clusters Score -156298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -156392.765625 Penalty: 733.250183
	Iteration 10Q: 3 clusters Score -156392.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -156458.812500 Penalty: 733.250183
	Iteration 11Q: 3 clusters Score -156458.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -156503.312500 Penalty: 733.250183
	Iteration 12Q: 3 clusters Score -156503.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -156542.515625 Penalty: 733.250183
	Iteration 13Q: 3 clusters Score -156542.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -156567.812500 Penalty: 733.250183
	Iteration 14Q: 3 clusters Score -156567.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -156582.734375 Penalty: 733.250183
	Iteration 15Q: 3 clusters Score -156582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -156593.046875 Penalty: 733.250183
	Iteration 16Q: 3 clusters Score -156593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -156598.140625 Penalty: 733.250183
	Iteration 17Q: 3 clusters Score -156598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -156600.140625 Penalty: 733.250183
	Iteration 18Q: 3 clusters Score -156600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -156601.421875 Penalty: 733.250183
	Iteration 19Q: 3 clusters Score -156601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -156603.171875 Penalty: 733.250183
	Iteration 20F: 3 clusters Score -156603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -156606.031250 Penalty: 733.250183
	Iteration 21Q: 3 clusters Score -156606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -156609.250000 Penalty: 733.250183
	Iteration 22Q: 3 clusters Score -156609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -156612.703125 Penalty: 733.250183
	Iteration 23Q: 3 clusters Score -156612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -156616.906250 Penalty: 733.250183
	Iteration 24Q: 3 clusters Score -156616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -156618.296875 Penalty: 733.250183
	Iteration 25Q: 3 clusters Score -156618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -156618.625000 Penalty: 733.250183
	Iteration 26Q: 3 clusters Score -156618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -156618.625000 Penalty: 733.250183
	Iteration 27F: 3 clusters Score -156618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -161810.218750 Penalty: 368.071442
	Iteration 0F: 2 clusters Score -161810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -159533.875000 Penalty: 736.142883
	Iteration 0F: 3 clusters Score -159533.9 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -160379.218750 Penalty: 736.142883
	Iteration 1F: 3 clusters Score -160379.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -160524.000000 Penalty: 736.142883
	Iteration 2F: 3 clusters Score -160524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -160673.531250 Penalty: 736.142883
	Iteration 3F: 3 clusters Score -160673.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -160827.703125 Penalty: 736.142883
	Iteration 4F: 3 clusters Score -160827.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -160975.296875 Penalty: 736.142883
	Iteration 5F: 3 clusters Score -160975.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -161073.437500 Penalty: 736.142883
	Iteration 6Q: 3 clusters Score -161073.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -161130.796875 Penalty: 736.142883
	Iteration 7Q: 3 clusters Score -161130.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -161171.390625 Penalty: 736.142883
	Iteration 8Q: 3 clusters Score -161171.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -161194.453125 Penalty: 736.142883
	Iteration 9Q: 3 clusters Score -161194.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -161212.421875 Penalty: 736.142883
	Iteration 10Q: 3 clusters Score -161212.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -161229.296875 Penalty: 736.142883
	Iteration 11Q: 3 clusters Score -161229.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -161241.578125 Penalty: 736.142883
	Iteration 12Q: 3 clusters Score -161241.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -161251.140625 Penalty: 736.142883
	Iteration 13Q: 3 clusters Score -161251.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161255.812500 Penalty: 736.142883
	Iteration 14Q: 3 clusters Score -161255.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -161260.578125 Penalty: 736.142883
	Iteration 15Q: 3 clusters Score -161260.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -161265.546875 Penalty: 736.142883
	Iteration 16Q: 3 clusters Score -161265.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161269.546875 Penalty: 736.142883
	Iteration 17Q: 3 clusters Score -161269.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -161275.171875 Penalty: 736.142883
	Iteration 18Q: 3 clusters Score -161275.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -161280.890625 Penalty: 736.142883
	Iteration 19Q: 3 clusters Score -161280.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161291.968750 Penalty: 736.142883
	Iteration 20F: 3 clusters Score -161292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -161305.562500 Penalty: 736.142883
	Iteration 21Q: 3 clusters Score -161305.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161316.062500 Penalty: 736.142883
	Iteration 22Q: 3 clusters Score -161316.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -161326.031250 Penalty: 736.142883
	Iteration 23Q: 3 clusters Score -161326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -161334.234375 Penalty: 736.142883
	Iteration 24Q: 3 clusters Score -161334.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161340.281250 Penalty: 736.142883
	Iteration 25Q: 3 clusters Score -161340.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161344.093750 Penalty: 736.142883
	Iteration 26Q: 3 clusters Score -161344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161347.125000 Penalty: 736.142883
	Iteration 27Q: 3 clusters Score -161347.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161350.984375 Penalty: 736.142883
	Iteration 28Q: 3 clusters Score -161351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161353.734375 Penalty: 736.142883
	Iteration 29Q: 3 clusters Score -161353.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161356.218750 Penalty: 736.142883
	Iteration 30Q: 3 clusters Score -161356.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161358.703125 Penalty: 736.142883
	Iteration 31Q: 3 clusters Score -161358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161359.796875 Penalty: 736.142883
	Iteration 32Q: 3 clusters Score -161359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161361.296875 Penalty: 736.142883
	Iteration 33Q: 3 clusters Score -161361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161362.484375 Penalty: 736.142883
	Iteration 34Q: 3 clusters Score -161362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161364.312500 Penalty: 736.142883
	Iteration 35Q: 3 clusters Score -161364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161365.968750 Penalty: 736.142883
	Iteration 36Q: 3 clusters Score -161366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -161366.906250 Penalty: 736.142883
	Iteration 37Q: 3 clusters Score -161366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161367.750000 Penalty: 736.142883
	Iteration 38Q: 3 clusters Score -161367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -161367.984375 Penalty: 736.142883
	Iteration 39Q: 3 clusters Score -161368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161368.203125 Penalty: 736.142883
	Iteration 40F: 3 clusters Score -161368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Entering Unmasked Estep 
Score: -254730.703125 Penalty: 393.390167
	Iteration 0F: 2 clusters Score -254730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -250956.328125 Penalty: 786.780334
	Iteration 0F: 3 clusters Score -250956.3 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -252336.375000 Penalty: 786.780334
	Iteration 1F: 3 clusters Score -252336.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -252558.703125 Penalty: 786.780334
	Iteration 2F: 3 clusters Score -252558.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -252881.500000 Penalty: 786.780334
	Iteration 3F: 3 clusters Score -252881.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -253301.468750 Penalty: 786.780334
	Iteration 4F: 3 clusters Score -253301.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -253722.843750 Penalty: 786.780334
	Iteration 5F: 3 clusters Score -253722.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -254064.656250 Penalty: 786.780334
	Iteration 6F: 3 clusters Score -254064.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -254261.734375 Penalty: 786.780334
	Iteration 7Q: 3 clusters Score -254261.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -254366.312500 Penalty: 786.780334
	Iteration 8Q: 3 clusters Score -254366.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -254411.578125 Penalty: 786.780334
	Iteration 9Q: 3 clusters Score -254411.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -254431.234375 Penalty: 786.780334
	Iteration 10Q: 3 clusters Score -254431.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -254447.218750 Penalty: 786.780334
	Iteration 11Q: 3 clusters Score -254447.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -254459.093750 Penalty: 786.780334
	Iteration 12Q: 3 clusters Score -254459.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -254469.046875 Penalty: 786.780334
	Iteration 13Q: 3 clusters Score -254469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -254478.359375 Penalty: 786.780334
	Iteration 14Q: 3 clusters Score -254478.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -254486.968750 Penalty: 786.780334
	Iteration 15Q: 3 clusters Score -254487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -254494.218750 Penalty: 786.780334
	Iteration 16Q: 3 clusters Score -254494.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -254501.718750 Penalty: 786.780334
	Iteration 17Q: 3 clusters Score -254501.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -254507.515625 Penalty: 786.780334
	Iteration 18Q: 3 clusters Score -254507.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -254513.562500 Penalty: 786.780334
	Iteration 19Q: 3 clusters Score -254513.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -254519.953125 Penalty: 786.780334
	Iteration 20F: 3 clusters Score -254520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -254528.468750 Penalty: 786.780334
	Iteration 21Q: 3 clusters Score -254528.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -254533.718750 Penalty: 786.780334
	Iteration 22Q: 3 clusters Score -254533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -254537.140625 Penalty: 786.780334
	Iteration 23Q: 3 clusters Score -254537.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -254541.250000 Penalty: 786.780334
	Iteration 24Q: 3 clusters Score -254541.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -254544.640625 Penalty: 786.780334
	Iteration 25Q: 3 clusters Score -254544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -254548.750000 Penalty: 786.780334
	Iteration 26Q: 3 clusters Score -254548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -254553.656250 Penalty: 786.780334
	Iteration 27Q: 3 clusters Score -254553.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -254561.500000 Penalty: 786.780334
	Iteration 28Q: 3 clusters Score -254561.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -254569.140625 Penalty: 786.780334
	Iteration 29Q: 3 clusters Score -254569.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -254573.375000 Penalty: 786.780334
	Iteration 30Q: 3 clusters Score -254573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -254578.609375 Penalty: 786.780334
	Iteration 31Q: 3 clusters Score -254578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -254582.625000 Penalty: 786.780334
	Iteration 32Q: 3 clusters Score -254582.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -254585.500000 Penalty: 786.780334
	Iteration 33Q: 3 clusters Score -254585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -254588.093750 Penalty: 786.780334
	Iteration 34Q: 3 clusters Score -254588.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -254589.656250 Penalty: 786.780334
	Iteration 35Q: 3 clusters Score -254589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -254592.656250 Penalty: 786.780334
	Iteration 36Q: 3 clusters Score -254592.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -254594.468750 Penalty: 786.780334
	Iteration 37Q: 3 clusters Score -254594.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -254596.093750 Penalty: 786.780334
	Iteration 38Q: 3 clusters Score -254596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -254597.390625 Penalty: 786.780334
	Iteration 39Q: 3 clusters Score -254597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -254598.125000 Penalty: 786.780334
	Iteration 40F: 3 clusters Score -254598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -254598.015625 Penalty: 786.780334
	Iteration 41Q: 3 clusters Score -254598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -254598.343750 Penalty: 786.780334
	Iteration 42Q: 3 clusters Score -254598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -254598.671875 Penalty: 786.780334
	Iteration 43Q: 3 clusters Score -254598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -254598.625000 Penalty: 786.780334
	Iteration 44Q: 3 clusters Score -254598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -254599.062500 Penalty: 786.780334
	Iteration 45Q: 3 clusters Score -254599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -254599.062500 Penalty: 786.780334
	Iteration 46F: 3 clusters Score -254599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -1678.077637 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -1678.078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1542.621338 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -1542.621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1563.718750 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -1563.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1568.266479 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -1568.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1568.266479 Penalty: 348.406372
	Iteration 3F: 3 clusters Score -1568.266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (147052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Entering Unmasked Estep 
Score: -6900993.000000 Penalty: 541.383606
	Iteration 0F: 2 clusters Score -6900993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -6802549.500000 Penalty: 1082.767212
	Iteration 0F: 3 clusters Score -6802550 nChanged 72130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77994 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -6846300.500000 Penalty: 1082.767212
	Iteration 1F: 3 clusters Score -6846300 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -6847746.500000 Penalty: 1082.767212
	Iteration 2Q: 3 clusters Score -6847746 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -6849756.500000 Penalty: 1082.767212
	Iteration 3Q: 3 clusters Score -6849756 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -6852649.500000 Penalty: 1082.767212
	Iteration 4Q: 3 clusters Score -6852650 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6856533.500000 Penalty: 1082.767212
	Iteration 5F: 3 clusters Score -6856534 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6861310.000000 Penalty: 1082.767212
	Iteration 6F: 3 clusters Score -6861310 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -6866688.000000 Penalty: 1082.767212
	Iteration 7F: 3 clusters Score -6866688 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -6872367.500000 Penalty: 1082.767212
	Iteration 8F: 3 clusters Score -6872368 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -6879024.500000 Penalty: 1082.767212
	Iteration 9Q: 3 clusters Score -6879024 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6886026.500000 Penalty: 1082.767212
	Iteration 10Q: 3 clusters Score -6886026 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6890736.000000 Penalty: 1082.767212
	Iteration 11Q: 3 clusters Score -6890736 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -6892616.500000 Penalty: 1082.767212
	Iteration 12Q: 3 clusters Score -6892616 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6893569.500000 Penalty: 1082.767212
	Iteration 13Q: 3 clusters Score -6893570 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6894326.000000 Penalty: 1082.767212
	Iteration 14Q: 3 clusters Score -6894326 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -6895000.500000 Penalty: 1082.767212
	Iteration 15Q: 3 clusters Score -6895000 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6895602.000000 Penalty: 1082.767212
	Iteration 16Q: 3 clusters Score -6895602 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -6896156.500000 Penalty: 1082.767212
	Iteration 17Q: 3 clusters Score -6896156 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -6896637.500000 Penalty: 1082.767212
	Iteration 18Q: 3 clusters Score -6896638 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133624 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -6897122.000000 Penalty: 1082.767212
	Iteration 19Q: 3 clusters Score -6897122 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134750 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -6897599.500000 Penalty: 1082.767212
	Iteration 20F: 3 clusters Score -6897600 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -6897926.500000 Penalty: 1082.767212
	Iteration 21Q: 3 clusters Score -6897926 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6898304.000000 Penalty: 1082.767212
	Iteration 22Q: 3 clusters Score -6898304 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137708 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -6898592.000000 Penalty: 1082.767212
	Iteration 23Q: 3 clusters Score -6898592 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138569 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -6898906.500000 Penalty: 1082.767212
	Iteration 24Q: 3 clusters Score -6898906 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -6899152.000000 Penalty: 1082.767212
	Iteration 25Q: 3 clusters Score -6899152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140059 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -6899365.000000 Penalty: 1082.767212
	Iteration 26Q: 3 clusters Score -6899365 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140743 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -6899589.000000 Penalty: 1082.767212
	Iteration 27Q: 3 clusters Score -6899589 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141373 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -6899748.000000 Penalty: 1082.767212
	Iteration 28Q: 3 clusters Score -6899748 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -6899920.000000 Penalty: 1082.767212
	Iteration 29Q: 3 clusters Score -6899920 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6900128.000000 Penalty: 1082.767212
	Iteration 30Q: 3 clusters Score -6900128 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6900254.500000 Penalty: 1082.767212
	Iteration 31Q: 3 clusters Score -6900254 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6900336.000000 Penalty: 1082.767212
	Iteration 32Q: 3 clusters Score -6900336 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6900394.000000 Penalty: 1082.767212
	Iteration 33Q: 3 clusters Score -6900394 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6900439.500000 Penalty: 1082.767212
	Iteration 34Q: 3 clusters Score -6900440 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144236 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6900493.500000 Penalty: 1082.767212
	Iteration 35Q: 3 clusters Score -6900494 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144453 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6900519.500000 Penalty: 1082.767212
	Iteration 36Q: 3 clusters Score -6900520 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6900538.000000 Penalty: 1082.767212
	Iteration 37Q: 3 clusters Score -6900538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6900551.500000 Penalty: 1082.767212
	Iteration 38Q: 3 clusters Score -6900552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144953 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6900569.500000 Penalty: 1082.767212
	Iteration 39Q: 3 clusters Score -6900570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6900607.000000 Penalty: 1082.767212
	Iteration 40F: 3 clusters Score -6900607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6900584.000000 Penalty: 1082.767212
	Iteration 41Q: 3 clusters Score -6900584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145301 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6900630.500000 Penalty: 1082.767212
	Iteration 42Q: 3 clusters Score -6900630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6900607.500000 Penalty: 1082.767212
	Iteration 43Q: 3 clusters Score -6900608 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145493 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6900602.500000 Penalty: 1082.767212
	Iteration 44Q: 3 clusters Score -6900602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6900607.500000 Penalty: 1082.767212
	Iteration 45Q: 3 clusters Score -6900608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145674 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6900639.500000 Penalty: 1082.767212
	Iteration 46Q: 3 clusters Score -6900640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6900663.500000 Penalty: 1082.767212
	Iteration 47Q: 3 clusters Score -6900664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145819 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6900682.000000 Penalty: 1082.767212
	Iteration 48Q: 3 clusters Score -6900682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145873 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6900675.000000 Penalty: 1082.767212
	Iteration 49Q: 3 clusters Score -6900675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145916 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6900684.500000 Penalty: 1082.767212
	Iteration 50Q: 3 clusters Score -6900684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145953 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6900687.500000 Penalty: 1082.767212
	Iteration 51Q: 3 clusters Score -6900688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145986 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6900693.500000 Penalty: 1082.767212
	Iteration 52Q: 3 clusters Score -6900694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146014 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6900693.000000 Penalty: 1082.767212
	Iteration 53Q: 3 clusters Score -6900693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6900687.000000 Penalty: 1082.767212
	Iteration 54Q: 3 clusters Score -6900687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146080 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6900680.000000 Penalty: 1082.767212
	Iteration 55Q: 3 clusters Score -6900680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146105 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6900683.500000 Penalty: 1082.767212
	Iteration 56Q: 3 clusters Score -6900684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6900687.500000 Penalty: 1082.767212
	Iteration 57Q: 3 clusters Score -6900688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146137 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6900688.000000 Penalty: 1082.767212
	Iteration 58Q: 3 clusters Score -6900688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146158 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6900686.000000 Penalty: 1082.767212
	Iteration 59Q: 3 clusters Score -6900686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6900685.500000 Penalty: 1082.767212
	Iteration 60F: 3 clusters Score -6900686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6900681.500000 Penalty: 1082.767212
	Iteration 61Q: 3 clusters Score -6900682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6900673.500000 Penalty: 1082.767212
	Iteration 62Q: 3 clusters Score -6900674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146230 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6900675.500000 Penalty: 1082.767212
	Iteration 63Q: 3 clusters Score -6900676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6900671.000000 Penalty: 1082.767212
	Iteration 64Q: 3 clusters Score -6900671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6900673.000000 Penalty: 1082.767212
	Iteration 65Q: 3 clusters Score -6900673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6900671.500000 Penalty: 1082.767212
	Iteration 66Q: 3 clusters Score -6900672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6900667.000000 Penalty: 1082.767212
	Iteration 67Q: 3 clusters Score -6900667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146317 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6900667.000000 Penalty: 1082.767212
	Iteration 68Q: 3 clusters Score -6900667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6900655.500000 Penalty: 1082.767212
	Iteration 69Q: 3 clusters Score -6900656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146358 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6900668.000000 Penalty: 1082.767212
	Iteration 70Q: 3 clusters Score -6900668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146377 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6900651.000000 Penalty: 1082.767212
	Iteration 71Q: 3 clusters Score -6900651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6900649.000000 Penalty: 1082.767212
	Iteration 72Q: 3 clusters Score -6900649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6900661.000000 Penalty: 1082.767212
	Iteration 73Q: 3 clusters Score -6900661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6900661.000000 Penalty: 1082.767212
	Iteration 74Q: 3 clusters Score -6900661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6900655.000000 Penalty: 1082.767212
	Iteration 75Q: 3 clusters Score -6900655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146422 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6900655.000000 Penalty: 1082.767212
	Iteration 76Q: 3 clusters Score -6900655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6900655.000000 Penalty: 1082.767212
	Iteration 77Q: 3 clusters Score -6900655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6900661.000000 Penalty: 1082.767212
	Iteration 78Q: 3 clusters Score -6900661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6900664.500000 Penalty: 1082.767212
	Iteration 79Q: 3 clusters Score -6900664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6900663.500000 Penalty: 1082.767212
	Iteration 80F: 3 clusters Score -6900664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6900661.000000 Penalty: 1082.767212
	Iteration 81Q: 3 clusters Score -6900661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6900661.000000 Penalty: 1082.767212
	Iteration 82F: 3 clusters Score -6900661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157170 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35133 members 
Mstep: Class 16 contains 48653 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 98497 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234104.000000 Penalty: 16169.891602
Iteration 239Q: 28 clusters Score -2.32341e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157177 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35130 members 
Mstep: Class 16 contains 48651 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 98498 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234108.000000 Penalty: 16169.891602
Iteration 240F: 28 clusters Score -2.323411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157180 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35130 members 
Mstep: Class 16 contains 48648 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 98501 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234084.000000 Penalty: 16169.891602
Iteration 241Q: 28 clusters Score -2.323408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2924 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157183 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35131 members 
Mstep: Class 16 contains 48643 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 98501 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234090.000000 Penalty: 16169.891602
Iteration 242Q: 28 clusters Score -2.323409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157190 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35128 members 
Mstep: Class 16 contains 48633 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234080.000000 Penalty: 16169.891602
Iteration 243Q: 28 clusters Score -2.323408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157198 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35123 members 
Mstep: Class 16 contains 48630 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234102.000000 Penalty: 16169.891602
Iteration 244Q: 28 clusters Score -2.32341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157200 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234096.000000 Penalty: 16169.891602
Iteration 245Q: 28 clusters Score -2.32341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157200 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48626 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 98504 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234088.000000 Penalty: 16169.891602
Iteration 246Q: 28 clusters Score -2.323409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157201 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48626 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 98505 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234092.000000 Penalty: 16169.891602
Iteration 247Q: 28 clusters Score -2.323409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157198 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48626 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 98503 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234090.000000 Penalty: 16169.891602
Iteration 248Q: 28 clusters Score -2.323409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157197 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234098.000000 Penalty: 16169.891602
Iteration 249Q: 28 clusters Score -2.32341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157198 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234104.000000 Penalty: 16169.891602
Iteration 250Q: 28 clusters Score -2.32341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157195 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48623 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234092.000000 Penalty: 16169.891602
Iteration 251Q: 28 clusters Score -2.323409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157190 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35123 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234076.000000 Penalty: 16169.891602
Iteration 252Q: 28 clusters Score -2.323408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157192 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234080.000000 Penalty: 16169.891602
Iteration 253Q: 28 clusters Score -2.323408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157191 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234074.000000 Penalty: 16169.891602
Iteration 254Q: 28 clusters Score -2.323407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157186 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 48624 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234078.000000 Penalty: 16169.891602
Iteration 255Q: 28 clusters Score -2.323408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157183 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 48623 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234088.000000 Penalty: 16169.891602
Iteration 256Q: 28 clusters Score -2.323409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157179 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48623 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234090.000000 Penalty: 16169.891602
Iteration 257Q: 28 clusters Score -2.323409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157176 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48623 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234078.000000 Penalty: 16169.891602
Iteration 258Q: 28 clusters Score -2.323408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157177 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234086.000000 Penalty: 16169.891602
Iteration 259Q: 28 clusters Score -2.323409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2414 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157175 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234084.000000 Penalty: 16169.891602
Iteration 260F: 28 clusters Score -2.323408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48625 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234096.000000 Penalty: 16169.891602
Iteration 261Q: 28 clusters Score -2.32341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157174 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 48626 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98498 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234092.000000 Penalty: 16169.891602
Iteration 262Q: 28 clusters Score -2.323409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157173 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48626 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98497 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234094.000000 Penalty: 16169.891602
Iteration 263Q: 28 clusters Score -2.323409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157170 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98497 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234086.000000 Penalty: 16169.891602
Iteration 264Q: 28 clusters Score -2.323409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157168 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98499 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234084.000000 Penalty: 16169.891602
Iteration 265Q: 28 clusters Score -2.323408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157168 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98500 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234090.000000 Penalty: 16169.891602
Iteration 266Q: 28 clusters Score -2.323409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48628 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234080.000000 Penalty: 16169.891602
Iteration 267Q: 28 clusters Score -2.323408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234080.000000 Penalty: 16169.891602
Iteration 268Q: 28 clusters Score -2.323408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -23234080.000000 Penalty: 16169.891602
Iteration 269F: 28 clusters Score -2.323408e+07 nChanged 0
Entering ConstructFrom: 
Score: -23234080.000000 Penalty: 16169.891602
Entering ConstructFrom: 
Trying to split cluster 1 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -150849.296875 Penalty: 372.522125
	Iteration 0F: 2 clusters Score -150849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -148396.328125 Penalty: 745.044250
	Iteration 0F: 3 clusters Score -148396.3 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -149269.250000 Penalty: 745.044250
	Iteration 1F: 3 clusters Score -149269.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -149545.046875 Penalty: 745.044250
	Iteration 2F: 3 clusters Score -149545 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -149969.218750 Penalty: 745.044250
	Iteration 3F: 3 clusters Score -149969.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -150369.343750 Penalty: 745.044250
	Iteration 4F: 3 clusters Score -150369.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -150670.734375 Penalty: 745.044250
	Iteration 5F: 3 clusters Score -150670.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -150815.093750 Penalty: 745.044250
	Iteration 6F: 3 clusters Score -150815.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -150886.828125 Penalty: 745.044250
	Iteration 7Q: 3 clusters Score -150886.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -150917.500000 Penalty: 745.044250
	Iteration 8Q: 3 clusters Score -150917.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -150934.421875 Penalty: 745.044250
	Iteration 9Q: 3 clusters Score -150934.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -150944.906250 Penalty: 745.044250
	Iteration 10Q: 3 clusters Score -150944.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -150956.921875 Penalty: 745.044250
	Iteration 11Q: 3 clusters Score -150956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -150961.984375 Penalty: 745.044250
	Iteration 12Q: 3 clusters Score -150962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -150963.734375 Penalty: 745.044250
	Iteration 13Q: 3 clusters Score -150963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -150965.109375 Penalty: 745.044250
	Iteration 14Q: 3 clusters Score -150965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -150966.015625 Penalty: 745.044250
	Iteration 15Q: 3 clusters Score -150966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -150966.328125 Penalty: 745.044250
	Iteration 16Q: 3 clusters Score -150966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -150966.515625 Penalty: 745.044250
	Iteration 17Q: 3 clusters Score -150966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -150966.875000 Penalty: 745.044250
	Iteration 18Q: 3 clusters Score -150966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -150966.765625 Penalty: 745.044250
	Iteration 19Q: 3 clusters Score -150966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -150967.140625 Penalty: 745.044250
	Iteration 20F: 3 clusters Score -150967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -150967.375000 Penalty: 745.044250
	Iteration 21Q: 3 clusters Score -150967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -150967.375000 Penalty: 745.044250
	Iteration 22Q: 3 clusters Score -150967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -150967.906250 Penalty: 745.044250
	Iteration 23Q: 3 clusters Score -150967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -150967.906250 Penalty: 745.044250
	Iteration 24F: 3 clusters Score -150967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Mstep: Class 28 contains 3043 members 
Entering Unmasked Estep 
Score: -23234004.000000 Penalty: 16768.777344
Splitting cluster 1 changes total score from -23234080.000000 to -23234004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -130976.742188 Penalty: 363.091064
	Iteration 0F: 2 clusters Score -130976.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -128925.914062 Penalty: 726.182129
	Iteration 0F: 3 clusters Score -128925.9 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -129675.734375 Penalty: 726.182129
	Iteration 1F: 3 clusters Score -129675.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -129766.906250 Penalty: 726.182129
	Iteration 2F: 3 clusters Score -129766.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129877.078125 Penalty: 726.182129
	Iteration 3F: 3 clusters Score -129877.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129990.812500 Penalty: 726.182129
	Iteration 4F: 3 clusters Score -129990.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -130101.687500 Penalty: 726.182129
	Iteration 5F: 3 clusters Score -130101.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -130214.210938 Penalty: 726.182129
	Iteration 6F: 3 clusters Score -130214.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130341.343750 Penalty: 726.182129
	Iteration 7Q: 3 clusters Score -130341.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -130460.429688 Penalty: 726.182129
	Iteration 8Q: 3 clusters Score -130460.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130540.257812 Penalty: 726.182129
	Iteration 9Q: 3 clusters Score -130540.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -130594.234375 Penalty: 726.182129
	Iteration 10Q: 3 clusters Score -130594.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -130638.632812 Penalty: 726.182129
	Iteration 11Q: 3 clusters Score -130638.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -130678.406250 Penalty: 726.182129
	Iteration 12Q: 3 clusters Score -130678.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -130711.359375 Penalty: 726.182129
	Iteration 13Q: 3 clusters Score -130711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -130731.265625 Penalty: 726.182129
	Iteration 14Q: 3 clusters Score -130731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130738.578125 Penalty: 726.182129
	Iteration 15Q: 3 clusters Score -130738.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -130742.632812 Penalty: 726.182129
	Iteration 16Q: 3 clusters Score -130742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130749.570312 Penalty: 726.182129
	Iteration 17Q: 3 clusters Score -130749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -130752.781250 Penalty: 726.182129
	Iteration 18Q: 3 clusters Score -130752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130754.687500 Penalty: 726.182129
	Iteration 19Q: 3 clusters Score -130754.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -130756.789062 Penalty: 726.182129
	Iteration 20F: 3 clusters Score -130756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130758.882812 Penalty: 726.182129
	Iteration 21Q: 3 clusters Score -130758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130759.867188 Penalty: 726.182129
	Iteration 22Q: 3 clusters Score -130759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130760.757812 Penalty: 726.182129
	Iteration 23Q: 3 clusters Score -130760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130761.078125 Penalty: 726.182129
	Iteration 24Q: 3 clusters Score -130761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130761.078125 Penalty: 726.182129
	Iteration 25F: 3 clusters Score -130761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -108081.585938 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -108081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -106502.398438 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -106502.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -107035.296875 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -107035.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -107104.656250 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -107104.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -107165.554688 Penalty: 703.325867
	Iteration 3Q: 3 clusters Score -107165.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -107223.335938 Penalty: 703.325867
	Iteration 4Q: 3 clusters Score -107223.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -107289.265625 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -107289.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -107342.937500 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -107342.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -107390.007812 Penalty: 703.325867
	Iteration 7Q: 3 clusters Score -107390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -107438.554688 Penalty: 703.325867
	Iteration 8Q: 3 clusters Score -107438.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -107474.750000 Penalty: 703.325867
	Iteration 9Q: 3 clusters Score -107474.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -107494.742188 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -107494.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107512.546875 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -107512.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107526.273438 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -107526.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107535.132812 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -107535.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -107544.039062 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -107544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -107550.406250 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -107550.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107556.015625 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -107556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107560.929688 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -107560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107562.203125 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -107562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107564.351562 Penalty: 703.325867
	Iteration 19Q: 3 clusters Score -107564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107569.906250 Penalty: 703.325867
	Iteration 20F: 3 clusters Score -107569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -107574.601562 Penalty: 703.325867
	Iteration 21Q: 3 clusters Score -107574.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107580.062500 Penalty: 703.325867
	Iteration 22Q: 3 clusters Score -107580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107584.085938 Penalty: 703.325867
	Iteration 23Q: 3 clusters Score -107584.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107588.742188 Penalty: 703.325867
	Iteration 24Q: 3 clusters Score -107588.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107594.851562 Penalty: 703.325867
	Iteration 25Q: 3 clusters Score -107594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107600.828125 Penalty: 703.325867
	Iteration 26Q: 3 clusters Score -107600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -107607.414062 Penalty: 703.325867
	Iteration 27Q: 3 clusters Score -107607.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107617.445312 Penalty: 703.325867
	Iteration 28Q: 3 clusters Score -107617.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107625.328125 Penalty: 703.325867
	Iteration 29Q: 3 clusters Score -107625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107631.445312 Penalty: 703.325867
	Iteration 30Q: 3 clusters Score -107631.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107635.601562 Penalty: 703.325867
	Iteration 31Q: 3 clusters Score -107635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107640.640625 Penalty: 703.325867
	Iteration 32Q: 3 clusters Score -107640.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107647.593750 Penalty: 703.325867
	Iteration 33Q: 3 clusters Score -107647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107654.773438 Penalty: 703.325867
	Iteration 34Q: 3 clusters Score -107654.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107658.476562 Penalty: 703.325867
	Iteration 35Q: 3 clusters Score -107658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107662.367188 Penalty: 703.325867
	Iteration 36Q: 3 clusters Score -107662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107669.078125 Penalty: 703.325867
	Iteration 37Q: 3 clusters Score -107669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107676.554688 Penalty: 703.325867
	Iteration 38Q: 3 clusters Score -107676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -107681.117188 Penalty: 703.325867
	Iteration 39Q: 3 clusters Score -107681.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107686.117188 Penalty: 703.325867
	Iteration 40F: 3 clusters Score -107686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -107690.937500 Penalty: 703.325867
	Iteration 41Q: 3 clusters Score -107690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -107695.773438 Penalty: 703.325867
	Iteration 42Q: 3 clusters Score -107695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -107701.914062 Penalty: 703.325867
	Iteration 43Q: 3 clusters Score -107701.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -107711.640625 Penalty: 703.325867
	Iteration 44Q: 3 clusters Score -107711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -107718.398438 Penalty: 703.325867
	Iteration 45Q: 3 clusters Score -107718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -107721.367188 Penalty: 703.325867
	Iteration 46Q: 3 clusters Score -107721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -107722.820312 Penalty: 703.325867
	Iteration 47Q: 3 clusters Score -107722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107723.632812 Penalty: 703.325867
	Iteration 48Q: 3 clusters Score -107723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -107724.257812 Penalty: 703.325867
	Iteration 49Q: 3 clusters Score -107724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -107726.070312 Penalty: 703.325867
	Iteration 50Q: 3 clusters Score -107726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -107728.734375 Penalty: 703.325867
	Iteration 51Q: 3 clusters Score -107728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -107732.320312 Penalty: 703.325867
	Iteration 52Q: 3 clusters Score -107732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -107735.000000 Penalty: 703.325867
	Iteration 53Q: 3 clusters Score -107735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -107737.828125 Penalty: 703.325867
	Iteration 54Q: 3 clusters Score -107737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -107740.273438 Penalty: 703.325867
	Iteration 55Q: 3 clusters Score -107740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -107742.875000 Penalty: 703.325867
	Iteration 56Q: 3 clusters Score -107742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -107745.867188 Penalty: 703.325867
	Iteration 57Q: 3 clusters Score -107745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -107747.546875 Penalty: 703.325867
	Iteration 58Q: 3 clusters Score -107747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -107748.226562 Penalty: 703.325867
	Iteration 59Q: 3 clusters Score -107748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -107749.828125 Penalty: 703.325867
	Iteration 60F: 3 clusters Score -107749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -107754.179688 Penalty: 703.325867
	Iteration 61Q: 3 clusters Score -107754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -107758.500000 Penalty: 703.325867
	Iteration 62Q: 3 clusters Score -107758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -107762.976562 Penalty: 703.325867
	Iteration 63Q: 3 clusters Score -107763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -107766.515625 Penalty: 703.325867
	Iteration 64Q: 3 clusters Score -107766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -107767.039062 Penalty: 703.325867
	Iteration 65Q: 3 clusters Score -107767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -107767.562500 Penalty: 703.325867
	Iteration 66Q: 3 clusters Score -107767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -107770.132812 Penalty: 703.325867
	Iteration 67Q: 3 clusters Score -107770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -107772.406250 Penalty: 703.325867
	Iteration 68Q: 3 clusters Score -107772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -107776.265625 Penalty: 703.325867
	Iteration 69Q: 3 clusters Score -107776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -107779.953125 Penalty: 703.325867
	Iteration 70Q: 3 clusters Score -107780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -107781.062500 Penalty: 703.325867
	Iteration 71Q: 3 clusters Score -107781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -107781.062500 Penalty: 703.325867
	Iteration 72F: 3 clusters Score -107781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -15264.093750 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -15264.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14879.250977 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -14879.25 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14972.971680 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -14972.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14999.728516 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -14999.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15027.581055 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -15027.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15040.713867 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -15040.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15057.114258 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -15057.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15103.644531 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -15103.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15188.403320 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -15188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15240.857422 Penalty: 533.848572
	Iteration 8F: 3 clusters Score -15240.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15320.585938 Penalty: 533.848572
	Iteration 9F: 3 clusters Score -15320.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15429.683594 Penalty: 533.848572
	Iteration 10Q: 3 clusters Score -15429.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15440.138672 Penalty: 533.848572
	Iteration 11Q: 3 clusters Score -15440.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15461.254883 Penalty: 533.848572
	Iteration 12Q: 3 clusters Score -15461.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15461.254883 Penalty: 533.848572
	Iteration 13F: 3 clusters Score -15461.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 222 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 200 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Mstep: Class 28 contains 131 members 
Entering Unmasked Estep 
Score: -23233932.000000 Penalty: 16768.777344
Splitting cluster 4 changes total score from -23234080.000000 to -23233932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -104715.187500 Penalty: 354.570648
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -102996.796875 Penalty: 709.141296
	Iteration 0F: 3 clusters Score -102996.8 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -103607.679688 Penalty: 709.141296
	Iteration 1F: 3 clusters Score -103607.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -103691.375000 Penalty: 709.141296
	Iteration 2F: 3 clusters Score -103691.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -103763.804688 Penalty: 709.141296
	Iteration 3F: 3 clusters Score -103763.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -103840.515625 Penalty: 709.141296
	Iteration 4F: 3 clusters Score -103840.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -103914.578125 Penalty: 709.141296
	Iteration 5F: 3 clusters Score -103914.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -103994.234375 Penalty: 709.141296
	Iteration 6Q: 3 clusters Score -103994.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -104077.914062 Penalty: 709.141296
	Iteration 7Q: 3 clusters Score -104077.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104150.765625 Penalty: 709.141296
	Iteration 8Q: 3 clusters Score -104150.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104217.812500 Penalty: 709.141296
	Iteration 9Q: 3 clusters Score -104217.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104276.195312 Penalty: 709.141296
	Iteration 10Q: 3 clusters Score -104276.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104319.226562 Penalty: 709.141296
	Iteration 11Q: 3 clusters Score -104319.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104367.867188 Penalty: 709.141296
	Iteration 12Q: 3 clusters Score -104367.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -104416.242188 Penalty: 709.141296
	Iteration 13Q: 3 clusters Score -104416.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -104441.218750 Penalty: 709.141296
	Iteration 14Q: 3 clusters Score -104441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104455.234375 Penalty: 709.141296
	Iteration 15Q: 3 clusters Score -104455.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -104463.867188 Penalty: 709.141296
	Iteration 16Q: 3 clusters Score -104463.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -104471.773438 Penalty: 709.141296
	Iteration 17Q: 3 clusters Score -104471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -104476.054688 Penalty: 709.141296
	Iteration 18Q: 3 clusters Score -104476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -104480.328125 Penalty: 709.141296
	Iteration 19Q: 3 clusters Score -104480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -104482.320312 Penalty: 709.141296
	Iteration 20F: 3 clusters Score -104482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -104483.726562 Penalty: 709.141296
	Iteration 21Q: 3 clusters Score -104483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -104483.726562 Penalty: 709.141296
	Iteration 22F: 3 clusters Score -104483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -109661.414062 Penalty: 350.384033
	Iteration 0F: 2 clusters Score -109661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -108065.218750 Penalty: 700.768066
	Iteration 0F: 3 clusters Score -108065.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -108545.718750 Penalty: 700.768066
	Iteration 1F: 3 clusters Score -108545.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -108641.710938 Penalty: 700.768066
	Iteration 2F: 3 clusters Score -108641.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -108734.773438 Penalty: 700.768066
	Iteration 3F: 3 clusters Score -108734.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -108854.804688 Penalty: 700.768066
	Iteration 4F: 3 clusters Score -108854.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -109004.296875 Penalty: 700.768066
	Iteration 5F: 3 clusters Score -109004.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -109126.328125 Penalty: 700.768066
	Iteration 6F: 3 clusters Score -109126.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -109230.562500 Penalty: 700.768066
	Iteration 7Q: 3 clusters Score -109230.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -109285.718750 Penalty: 700.768066
	Iteration 8Q: 3 clusters Score -109285.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -109324.585938 Penalty: 700.768066
	Iteration 9Q: 3 clusters Score -109324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -109343.476562 Penalty: 700.768066
	Iteration 10Q: 3 clusters Score -109343.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -109350.789062 Penalty: 700.768066
	Iteration 11Q: 3 clusters Score -109350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -109361.429688 Penalty: 700.768066
	Iteration 12Q: 3 clusters Score -109361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -109366.000000 Penalty: 700.768066
	Iteration 13Q: 3 clusters Score -109366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -109366.890625 Penalty: 700.768066
	Iteration 14Q: 3 clusters Score -109366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -109366.890625 Penalty: 700.768066
	Iteration 15F: 3 clusters Score -109366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -11861.114258 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -11861.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11511.883789 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -11511.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11610.239258 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -11610.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11650.958008 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -11650.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11668.109375 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -11668.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11679.272461 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -11679.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11690.228516 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -11690.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11702.254883 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -11702.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11707.017578 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -11707.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11708.128906 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -11708.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11710.335938 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -11710.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11711.348633 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -11711.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11711.348633 Penalty: 527.717468
	Iteration 11F: 3 clusters Score -11711.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -10755.093750 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -10755.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10418.119141 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10418.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10483.028320 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -10483.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10531.812500 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -10531.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10550.056641 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -10550.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10577.754883 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -10577.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10590.220703 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -10590.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10602.000977 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -10602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10615.556641 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -10615.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10630.043945 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -10630.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10643.180664 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -10643.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10646.396484 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -10646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10646.396484 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -10646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -6296.890137 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -6296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6046.105469 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -6046.105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6079.768066 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -6079.768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6090.331055 Penalty: 452.882751
	Iteration 2Q: 3 clusters Score -6090.331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6099.481934 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -6099.482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6102.312500 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -6102.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6104.785645 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -6104.786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6105.746582 Penalty: 452.882751
	Iteration 6Q: 3 clusters Score -6105.747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6105.746582 Penalty: 452.882751
	Iteration 7F: 3 clusters Score -6105.747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (157167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Entering Unmasked Estep 
Score: -7280893.500000 Penalty: 544.410400
	Iteration 0F: 2 clusters Score -7280894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -7176605.500000 Penalty: 1088.820801
	Iteration 0F: 3 clusters Score -7176606 nChanged 77092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -7223148.500000 Penalty: 1088.820801
	Iteration 1F: 3 clusters Score -7223148 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -7225778.000000 Penalty: 1088.820801
	Iteration 2Q: 3 clusters Score -7225778 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 103652 members 
Entering Unmasked Estep 
Score: -7231029.500000 Penalty: 1088.820801
	Iteration 3F: 3 clusters Score -7231030 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -7240707.000000 Penalty: 1088.820801
	Iteration 4F: 3 clusters Score -7240707 nChanged 15649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -7255774.000000 Penalty: 1088.820801
	Iteration 5F: 3 clusters Score -7255774 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -7270840.500000 Penalty: 1088.820801
	Iteration 6F: 3 clusters Score -7270840 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -7278144.000000 Penalty: 1088.820801
	Iteration 7F: 3 clusters Score -7278144 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -7280033.500000 Penalty: 1088.820801
	Iteration 8Q: 3 clusters Score -7280034 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 157119 members 
Entering Unmasked Estep 
Score: -7280350.500000 Penalty: 1088.820801
	Iteration 9Q: 3 clusters Score -7280350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -7280398.500000 Penalty: 1088.820801
	Iteration 10Q: 3 clusters Score -7280398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -7280406.000000 Penalty: 1088.820801
	Iteration 11Q: 3 clusters Score -7280406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 157145 members 
Entering Unmasked Estep 
Score: -7280406.000000 Penalty: 1088.820801
	Iteration 12F: 3 clusters Score -7280406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -22825.984375 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -22825.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22327.003906 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -22327 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22418.101562 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -22418.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22446.458984 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -22446.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22468.384766 Penalty: 567.687561
	Iteration 3Q: 3 clusters Score -22468.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22485.591797 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -22485.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22496.644531 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -22496.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22499.908203 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -22499.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22501.621094 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -22501.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22503.339844 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -22503.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22504.076172 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -22504.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22506.335938 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -22506.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22507.121094 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -22507.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22507.121094 Penalty: 567.687561
	Iteration 12F: 3 clusters Score -22507.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -112712.585938 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -112712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -111091.585938 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -111091.6 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -111707.140625 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -111707.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -111842.554688 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -111842.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -111971.750000 Penalty: 703.525879
	Iteration 3F: 3 clusters Score -111971.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -112107.539062 Penalty: 703.525879
	Iteration 4F: 3 clusters Score -112107.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -112233.179688 Penalty: 703.525879
	Iteration 5F: 3 clusters Score -112233.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -112341.015625 Penalty: 703.525879
	Iteration 6Q: 3 clusters Score -112341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -112417.210938 Penalty: 703.525879
	Iteration 7Q: 3 clusters Score -112417.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -112458.835938 Penalty: 703.525879
	Iteration 8Q: 3 clusters Score -112458.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -112480.554688 Penalty: 703.525879
	Iteration 9Q: 3 clusters Score -112480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -112483.875000 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -112483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -112484.953125 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -112485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -112485.179688 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -112485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -112485.179688 Penalty: 703.525879
	Iteration 13F: 3 clusters Score -112485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -30056.656250 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -30056.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29417.060547 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -29417.06 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29588.820312 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -29588.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29637.402344 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -29637.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29690.218750 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -29690.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29730.203125 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -29730.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29755.804688 Penalty: 599.216003
	Iteration 5Q: 3 clusters Score -29755.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29766.857422 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -29766.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29776.771484 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -29776.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29796.066406 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -29796.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29810.597656 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -29810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29829.628906 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -29829.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29838.822266 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -29838.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29845.757812 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -29845.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29849.076172 Penalty: 599.216003
	Iteration 13Q: 3 clusters Score -29849.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29858.376953 Penalty: 599.216003
	Iteration 14Q: 3 clusters Score -29858.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29865.912109 Penalty: 599.216003
	Iteration 15Q: 3 clusters Score -29865.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29871.660156 Penalty: 599.216003
	Iteration 16Q: 3 clusters Score -29871.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29877.294922 Penalty: 599.216003
	Iteration 17Q: 3 clusters Score -29877.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29883.488281 Penalty: 599.216003
	Iteration 18Q: 3 clusters Score -29883.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29887.789062 Penalty: 599.216003
	Iteration 19Q: 3 clusters Score -29887.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29893.669922 Penalty: 599.216003
	Iteration 20F: 3 clusters Score -29893.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29896.732422 Penalty: 599.216003
	Iteration 21Q: 3 clusters Score -29896.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29899.259766 Penalty: 599.216003
	Iteration 22Q: 3 clusters Score -29899.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29900.714844 Penalty: 599.216003
	Iteration 23Q: 3 clusters Score -29900.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29901.894531 Penalty: 599.216003
	Iteration 24Q: 3 clusters Score -29901.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29902.044922 Penalty: 599.216003
	Iteration 25Q: 3 clusters Score -29902.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29903.896484 Penalty: 599.216003
	Iteration 26Q: 3 clusters Score -29903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29905.166016 Penalty: 599.216003
	Iteration 27Q: 3 clusters Score -29905.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29906.792969 Penalty: 599.216003
	Iteration 28Q: 3 clusters Score -29906.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29906.792969 Penalty: 599.216003
	Iteration 29F: 3 clusters Score -29906.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -8744.346680 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -8744.347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8461.646484 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -8461.646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8522.492188 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -8522.492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8532.493164 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -8532.493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8536.195312 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -8536.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8537.919922 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -8537.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8537.919922 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -8537.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Entering Unmasked Estep 
Score: -1666733.000000 Penalty: 476.229553
	Iteration 0F: 2 clusters Score -1666733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1643169.125000 Penalty: 952.459106
	Iteration 0F: 3 clusters Score -1643169 nChanged 16971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1652782.500000 Penalty: 952.459106
	Iteration 1F: 3 clusters Score -1652782 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1653281.250000 Penalty: 952.459106
	Iteration 2Q: 3 clusters Score -1653281 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1653966.125000 Penalty: 952.459106
	Iteration 3Q: 3 clusters Score -1653966 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1655022.625000 Penalty: 952.459106
	Iteration 4F: 3 clusters Score -1655023 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1656654.125000 Penalty: 952.459106
	Iteration 5F: 3 clusters Score -1656654 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1658695.375000 Penalty: 952.459106
	Iteration 6F: 3 clusters Score -1658695 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1660591.000000 Penalty: 952.459106
	Iteration 7F: 3 clusters Score -1660591 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1661722.000000 Penalty: 952.459106
	Iteration 8F: 3 clusters Score -1661722 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1662360.750000 Penalty: 952.459106
	Iteration 9Q: 3 clusters Score -1662361 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1662780.625000 Penalty: 952.459106
	Iteration 10Q: 3 clusters Score -1662781 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -1663235.125000 Penalty: 952.459106
	Iteration 11Q: 3 clusters Score -1663235 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -1663650.875000 Penalty: 952.459106
	Iteration 12Q: 3 clusters Score -1663651 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -1664024.250000 Penalty: 952.459106
	Iteration 13Q: 3 clusters Score -1664024 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -1664308.125000 Penalty: 952.459106
	Iteration 14Q: 3 clusters Score -1664308 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -1664519.125000 Penalty: 952.459106
	Iteration 15Q: 3 clusters Score -1664519 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -1664651.500000 Penalty: 952.459106
	Iteration 16Q: 3 clusters Score -1664652 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -1664737.625000 Penalty: 952.459106
	Iteration 17Q: 3 clusters Score -1664738 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -1664787.875000 Penalty: 952.459106
	Iteration 18Q: 3 clusters Score -1664788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1664816.125000 Penalty: 952.459106
	Iteration 19Q: 3 clusters Score -1664816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -1664837.875000 Penalty: 952.459106
	Iteration 20F: 3 clusters Score -1664838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -1664858.500000 Penalty: 952.459106
	Iteration 21Q: 3 clusters Score -1664858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -1664870.250000 Penalty: 952.459106
	Iteration 22Q: 3 clusters Score -1664870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -1664882.625000 Penalty: 952.459106
	Iteration 23Q: 3 clusters Score -1664883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -1664889.125000 Penalty: 952.459106
	Iteration 24Q: 3 clusters Score -1664889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -1664891.250000 Penalty: 952.459106
	Iteration 25Q: 3 clusters Score -1664891 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1664902.250000 Penalty: 952.459106
	Iteration 26Q: 3 clusters Score -1664902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -1664905.500000 Penalty: 952.459106
	Iteration 27Q: 3 clusters Score -1664906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -1664916.125000 Penalty: 952.459106
	Iteration 28Q: 3 clusters Score -1664916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -1664928.125000 Penalty: 952.459106
	Iteration 29Q: 3 clusters Score -1664928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1664936.625000 Penalty: 952.459106
	Iteration 30Q: 3 clusters Score -1664937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -1664938.875000 Penalty: 952.459106
	Iteration 31Q: 3 clusters Score -1664939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -1664947.500000 Penalty: 952.459106
	Iteration 32Q: 3 clusters Score -1664948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -1664956.750000 Penalty: 952.459106
	Iteration 33Q: 3 clusters Score -1664957 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -1664961.875000 Penalty: 952.459106
	Iteration 34Q: 3 clusters Score -1664962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -1664965.500000 Penalty: 952.459106
	Iteration 35Q: 3 clusters Score -1664966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -1664972.000000 Penalty: 952.459106
	Iteration 36Q: 3 clusters Score -1664972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -1664986.375000 Penalty: 952.459106
	Iteration 37Q: 3 clusters Score -1664986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -1664986.875000 Penalty: 952.459106
	Iteration 38Q: 3 clusters Score -1664987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1664994.375000 Penalty: 952.459106
	Iteration 39Q: 3 clusters Score -1664994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -1665001.625000 Penalty: 952.459106
	Iteration 40F: 3 clusters Score -1665002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -1665010.625000 Penalty: 952.459106
	Iteration 41Q: 3 clusters Score -1665011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -1665022.000000 Penalty: 952.459106
	Iteration 42Q: 3 clusters Score -1665022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1665023.250000 Penalty: 952.459106
	Iteration 43Q: 3 clusters Score -1665023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1665035.000000 Penalty: 952.459106
	Iteration 44Q: 3 clusters Score -1665035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -1665045.250000 Penalty: 952.459106
	Iteration 45Q: 3 clusters Score -1665045 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1665047.625000 Penalty: 952.459106
	Iteration 46Q: 3 clusters Score -1665048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -1665053.375000 Penalty: 952.459106
	Iteration 47Q: 3 clusters Score -1665053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -1665062.125000 Penalty: 952.459106
	Iteration 48Q: 3 clusters Score -1665062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -1665066.625000 Penalty: 952.459106
	Iteration 49Q: 3 clusters Score -1665067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -1665066.250000 Penalty: 952.459106
	Iteration 50Q: 3 clusters Score -1665066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1665070.000000 Penalty: 952.459106
	Iteration 51Q: 3 clusters Score -1665070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -1665071.000000 Penalty: 952.459106
	Iteration 52Q: 3 clusters Score -1665071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -1665076.250000 Penalty: 952.459106
	Iteration 53Q: 3 clusters Score -1665076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -1665074.250000 Penalty: 952.459106
	Iteration 54Q: 3 clusters Score -1665074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -1665072.000000 Penalty: 952.459106
	Iteration 55Q: 3 clusters Score -1665072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -1665072.000000 Penalty: 952.459106
	Iteration 56Q: 3 clusters Score -1665072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1665072.750000 Penalty: 952.459106
	Iteration 57Q: 3 clusters Score -1665073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1665078.125000 Penalty: 952.459106
	Iteration 58Q: 3 clusters Score -1665078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1665078.875000 Penalty: 952.459106
	Iteration 59Q: 3 clusters Score -1665079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1665080.750000 Penalty: 952.459106
	Iteration 60F: 3 clusters Score -1665081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1665076.125000 Penalty: 952.459106
	Iteration 61Q: 3 clusters Score -1665076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -1665074.750000 Penalty: 952.459106
	Iteration 62Q: 3 clusters Score -1665075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -1665078.875000 Penalty: 952.459106
	Iteration 63Q: 3 clusters Score -1665079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -1665077.000000 Penalty: 952.459106
	Iteration 64Q: 3 clusters Score -1665077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -1665076.750000 Penalty: 952.459106
	Iteration 65Q: 3 clusters Score -1665077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1665075.750000 Penalty: 952.459106
	Iteration 66Q: 3 clusters Score -1665076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -1665078.500000 Penalty: 952.459106
	Iteration 67Q: 3 clusters Score -1665078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -1665080.625000 Penalty: 952.459106
	Iteration 68Q: 3 clusters Score -1665081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -1665079.375000 Penalty: 952.459106
	Iteration 69Q: 3 clusters Score -1665079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -1665076.625000 Penalty: 952.459106
	Iteration 70Q: 3 clusters Score -1665077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -1665084.250000 Penalty: 952.459106
	Iteration 71Q: 3 clusters Score -1665084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -1665080.125000 Penalty: 952.459106
	Iteration 72Q: 3 clusters Score -1665080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -1665079.875000 Penalty: 952.459106
	Iteration 73Q: 3 clusters Score -1665080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -1665078.875000 Penalty: 952.459106
	Iteration 74Q: 3 clusters Score -1665079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -1665080.750000 Penalty: 952.459106
	Iteration 75Q: 3 clusters Score -1665081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -1665080.125000 Penalty: 952.459106
	Iteration 76Q: 3 clusters Score -1665080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -1665077.500000 Penalty: 952.459106
	Iteration 77Q: 3 clusters Score -1665078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -1665079.250000 Penalty: 952.459106
	Iteration 78Q: 3 clusters Score -1665079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -1665081.000000 Penalty: 952.459106
	Iteration 79Q: 3 clusters Score -1665081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -1665080.375000 Penalty: 952.459106
	Iteration 80F: 3 clusters Score -1665080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -1665079.875000 Penalty: 952.459106
	Iteration 81Q: 3 clusters Score -1665080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -1665078.750000 Penalty: 952.459106
	Iteration 82Q: 3 clusters Score -1665079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -1665080.500000 Penalty: 952.459106
	Iteration 83Q: 3 clusters Score -1665080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -1665082.125000 Penalty: 952.459106
	Iteration 84Q: 3 clusters Score -1665082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1665080.500000 Penalty: 952.459106
	Iteration 85Q: 3 clusters Score -1665080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1665081.875000 Penalty: 952.459106
	Iteration 86Q: 3 clusters Score -1665082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -1665081.875000 Penalty: 952.459106
	Iteration 87Q: 3 clusters Score -1665082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1665084.000000 Penalty: 952.459106
	Iteration 88Q: 3 clusters Score -1665084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1665083.875000 Penalty: 952.459106
	Iteration 89Q: 3 clusters Score -1665084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1665082.125000 Penalty: 952.459106
	Iteration 90Q: 3 clusters Score -1665082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -1665083.500000 Penalty: 952.459106
	Iteration 91Q: 3 clusters Score -1665084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1665082.750000 Penalty: 952.459106
	Iteration 92Q: 3 clusters Score -1665083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -1665085.750000 Penalty: 952.459106
	Iteration 93Q: 3 clusters Score -1665086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -1665086.125000 Penalty: 952.459106
	Iteration 94Q: 3 clusters Score -1665086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -1665085.250000 Penalty: 952.459106
	Iteration 95Q: 3 clusters Score -1665085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -1665085.250000 Penalty: 952.459106
	Iteration 96Q: 3 clusters Score -1665085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -1665087.750000 Penalty: 952.459106
	Iteration 97Q: 3 clusters Score -1665088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -1665087.375000 Penalty: 952.459106
	Iteration 98Q: 3 clusters Score -1665087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -1665085.500000 Penalty: 952.459106
	Iteration 99Q: 3 clusters Score -1665086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -1665085.000000 Penalty: 952.459106
	Iteration 100F: 3 clusters Score -1665085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -1665085.750000 Penalty: 952.459106
	Iteration 101Q: 3 clusters Score -1665086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -1665087.500000 Penalty: 952.459106
	Iteration 102Q: 3 clusters Score -1665088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1665088.250000 Penalty: 952.459106
	Iteration 103Q: 3 clusters Score -1665088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1665087.875000 Penalty: 952.459106
	Iteration 104Q: 3 clusters Score -1665088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1665086.250000 Penalty: 952.459106
	Iteration 105Q: 3 clusters Score -1665086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -1665084.875000 Penalty: 952.459106
	Iteration 106Q: 3 clusters Score -1665085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -1665090.625000 Penalty: 952.459106
	Iteration 107Q: 3 clusters Score -1665091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -1665094.375000 Penalty: 952.459106
	Iteration 108Q: 3 clusters Score -1665094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -1665093.500000 Penalty: 952.459106
	Iteration 109Q: 3 clusters Score -1665094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -1665093.750000 Penalty: 952.459106
	Iteration 110Q: 3 clusters Score -1665094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -1665092.875000 Penalty: 952.459106
	Iteration 111Q: 3 clusters Score -1665093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -1665096.500000 Penalty: 952.459106
	Iteration 112Q: 3 clusters Score -1665096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -1665097.250000 Penalty: 952.459106
	Iteration 113Q: 3 clusters Score -1665097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -1665098.500000 Penalty: 952.459106
	Iteration 114Q: 3 clusters Score -1665098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -1665094.500000 Penalty: 952.459106
	Iteration 115Q: 3 clusters Score -1665094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -1665094.125000 Penalty: 952.459106
	Iteration 116Q: 3 clusters Score -1665094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -1665096.125000 Penalty: 952.459106
	Iteration 117Q: 3 clusters Score -1665096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -1665095.125000 Penalty: 952.459106
	Iteration 118Q: 3 clusters Score -1665095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1665093.875000 Penalty: 952.459106
	Iteration 119Q: 3 clusters Score -1665094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -1665094.625000 Penalty: 952.459106
	Iteration 120F: 3 clusters Score -1665095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -1665093.125000 Penalty: 952.459106
	Iteration 121Q: 3 clusters Score -1665093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -1665093.500000 Penalty: 952.459106
	Iteration 122Q: 3 clusters Score -1665094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -1665095.750000 Penalty: 952.459106
	Iteration 123Q: 3 clusters Score -1665096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1665095.375000 Penalty: 952.459106
	Iteration 124Q: 3 clusters Score -1665095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -1665095.875000 Penalty: 952.459106
	Iteration 125Q: 3 clusters Score -1665096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -1665095.875000 Penalty: 952.459106
	Iteration 126Q: 3 clusters Score -1665096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -1665094.625000 Penalty: 952.459106
	Iteration 127Q: 3 clusters Score -1665095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -1665096.125000 Penalty: 952.459106
	Iteration 128Q: 3 clusters Score -1665096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1665098.375000 Penalty: 952.459106
	Iteration 129Q: 3 clusters Score -1665098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -1665100.750000 Penalty: 952.459106
	Iteration 130Q: 3 clusters Score -1665101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -1665102.625000 Penalty: 952.459106
	Iteration 131Q: 3 clusters Score -1665103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -1665105.375000 Penalty: 952.459106
	Iteration 132Q: 3 clusters Score -1665105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1665105.500000 Penalty: 952.459106
	Iteration 133Q: 3 clusters Score -1665106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -1665101.250000 Penalty: 952.459106
	Iteration 134Q: 3 clusters Score -1665101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -1665100.625000 Penalty: 952.459106
	Iteration 135Q: 3 clusters Score -1665101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -1665102.375000 Penalty: 952.459106
	Iteration 136Q: 3 clusters Score -1665102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1665099.125000 Penalty: 952.459106
	Iteration 137Q: 3 clusters Score -1665099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -1665098.750000 Penalty: 952.459106
	Iteration 138Q: 3 clusters Score -1665099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1665099.000000 Penalty: 952.459106
	Iteration 139Q: 3 clusters Score -1665099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1665100.625000 Penalty: 952.459106
	Iteration 140F: 3 clusters Score -1665101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -1665099.750000 Penalty: 952.459106
	Iteration 141Q: 3 clusters Score -1665100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -1665099.750000 Penalty: 952.459106
	Iteration 142F: 3 clusters Score -1665100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Entering Unmasked Estep 
Score: -2141064.750000 Penalty: 491.032990
	Iteration 0F: 2 clusters Score -2141065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2108580.000000 Penalty: 982.065979
	Iteration 0F: 3 clusters Score -2108580 nChanged 23420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2124829.500000 Penalty: 982.065979
	Iteration 1F: 3 clusters Score -2124830 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2128214.750000 Penalty: 982.065979
	Iteration 2F: 3 clusters Score -2128215 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2132792.750000 Penalty: 982.065979
	Iteration 3F: 3 clusters Score -2132793 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2137108.250000 Penalty: 982.065979
	Iteration 4F: 3 clusters Score -2137108 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2139562.250000 Penalty: 982.065979
	Iteration 5Q: 3 clusters Score -2139562 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2140393.000000 Penalty: 982.065979
	Iteration 6Q: 3 clusters Score -2140393 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2140572.250000 Penalty: 982.065979
	Iteration 7Q: 3 clusters Score -2140572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2140634.000000 Penalty: 982.065979
	Iteration 8Q: 3 clusters Score -2140634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2140649.250000 Penalty: 982.065979
	Iteration 9Q: 3 clusters Score -2140649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2140655.250000 Penalty: 982.065979
	Iteration 10Q: 3 clusters Score -2140655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2140659.000000 Penalty: 982.065979
	Iteration 11Q: 3 clusters Score -2140659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2140659.000000 Penalty: 982.065979
	Iteration 12F: 3 clusters Score -2140659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -27348.806641 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -27348.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26798.964844 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -26798.96 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26917.384766 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -26917.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26941.533203 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -26941.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26952.748047 Penalty: 582.120605
	Iteration 3Q: 3 clusters Score -26952.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26961.378906 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -26961.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26968.917969 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -26968.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26978.783203 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -26978.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26983.271484 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -26983.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26983.871094 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -26983.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26983.871094 Penalty: 582.120605
	Iteration 9F: 3 clusters Score -26983.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -71243.328125 Penalty: 331.083313
	Iteration 0F: 2 clusters Score -71243.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70154.289062 Penalty: 662.166626
	Iteration 0F: 3 clusters Score -70154.29 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -70489.531250 Penalty: 662.166626
	Iteration 1F: 3 clusters Score -70489.53 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -70562.289062 Penalty: 662.166626
	Iteration 2F: 3 clusters Score -70562.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -70613.820312 Penalty: 662.166626
	Iteration 3Q: 3 clusters Score -70613.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -70656.820312 Penalty: 662.166626
	Iteration 4Q: 3 clusters Score -70656.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -70698.648438 Penalty: 662.166626
	Iteration 5Q: 3 clusters Score -70698.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -70739.750000 Penalty: 662.166626
	Iteration 6Q: 3 clusters Score -70739.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -70773.218750 Penalty: 662.166626
	Iteration 7Q: 3 clusters Score -70773.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -70819.945312 Penalty: 662.166626
	Iteration 8Q: 3 clusters Score -70819.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -70857.750000 Penalty: 662.166626
	Iteration 9Q: 3 clusters Score -70857.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -70870.390625 Penalty: 662.166626
	Iteration 10Q: 3 clusters Score -70870.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -70876.476562 Penalty: 662.166626
	Iteration 11Q: 3 clusters Score -70876.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -70881.890625 Penalty: 662.166626
	Iteration 12Q: 3 clusters Score -70881.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -70893.132812 Penalty: 662.166626
	Iteration 13Q: 3 clusters Score -70893.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -70903.796875 Penalty: 662.166626
	Iteration 14Q: 3 clusters Score -70903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -70914.054688 Penalty: 662.166626
	Iteration 15Q: 3 clusters Score -70914.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -70924.125000 Penalty: 662.166626
	Iteration 16Q: 3 clusters Score -70924.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -70939.156250 Penalty: 662.166626
	Iteration 17Q: 3 clusters Score -70939.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -70944.007812 Penalty: 662.166626
	Iteration 18Q: 3 clusters Score -70944.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -70948.601562 Penalty: 662.166626
	Iteration 19Q: 3 clusters Score -70948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -70950.523438 Penalty: 662.166626
	Iteration 20F: 3 clusters Score -70950.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -70955.453125 Penalty: 662.166626
	Iteration 21Q: 3 clusters Score -70955.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -70960.460938 Penalty: 662.166626
	Iteration 22Q: 3 clusters Score -70960.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -70965.937500 Penalty: 662.166626
	Iteration 23Q: 3 clusters Score -70965.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -70967.687500 Penalty: 662.166626
	Iteration 24Q: 3 clusters Score -70967.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -70968.421875 Penalty: 662.166626
	Iteration 25Q: 3 clusters Score -70968.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -70971.460938 Penalty: 662.166626
	Iteration 26Q: 3 clusters Score -70971.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -70971.460938 Penalty: 662.166626
	Iteration 27F: 3 clusters Score -70971.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Entering Unmasked Estep 
Score: -4623916.500000 Penalty: 523.151367
	Iteration 0F: 2 clusters Score -4623916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -4558005.000000 Penalty: 1046.302734
	Iteration 0F: 3 clusters Score -4558005 nChanged 48195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4589471.500000 Penalty: 1046.302734
	Iteration 1F: 3 clusters Score -4589472 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4593746.000000 Penalty: 1046.302734
	Iteration 2F: 3 clusters Score -4593746 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4600910.500000 Penalty: 1046.302734
	Iteration 3F: 3 clusters Score -4600910 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4609680.500000 Penalty: 1046.302734
	Iteration 4F: 3 clusters Score -4609680 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4616883.500000 Penalty: 1046.302734
	Iteration 5F: 3 clusters Score -4616884 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4620871.000000 Penalty: 1046.302734
	Iteration 6Q: 3 clusters Score -4620871 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4622562.000000 Penalty: 1046.302734
	Iteration 7Q: 3 clusters Score -4622562 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4623175.000000 Penalty: 1046.302734
	Iteration 8Q: 3 clusters Score -4623175 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4623352.000000 Penalty: 1046.302734
	Iteration 9Q: 3 clusters Score -4623352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4623396.500000 Penalty: 1046.302734
	Iteration 10Q: 3 clusters Score -4623396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4623425.000000 Penalty: 1046.302734
	Iteration 11Q: 3 clusters Score -4623425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4623440.500000 Penalty: 1046.302734
	Iteration 12Q: 3 clusters Score -4623440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4623451.500000 Penalty: 1046.302734
	Iteration 13Q: 3 clusters Score -4623452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98435 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4623456.000000 Penalty: 1046.302734
	Iteration 14Q: 3 clusters Score -4623456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98438 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4623460.500000 Penalty: 1046.302734
	Iteration 15Q: 3 clusters Score -4623460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4623468.500000 Penalty: 1046.302734
	Iteration 16Q: 3 clusters Score -4623468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4623473.000000 Penalty: 1046.302734
	Iteration 17Q: 3 clusters Score -4623473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4623480.500000 Penalty: 1046.302734
	Iteration 18Q: 3 clusters Score -4623480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4623483.000000 Penalty: 1046.302734
	Iteration 19Q: 3 clusters Score -4623483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4623484.000000 Penalty: 1046.302734
	Iteration 20F: 3 clusters Score -4623484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -33228.015625 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -33228.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -32551.044922 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -32551.04 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32792.925781 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -32792.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32830.148438 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -32830.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32867.996094 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -32868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32903.910156 Penalty: 610.546692
	Iteration 4Q: 3 clusters Score -32903.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32921.257812 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -32921.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32932.585938 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -32932.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32945.281250 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -32945.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32957.253906 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -32957.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32966.031250 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -32966.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32972.792969 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -32972.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -32977.136719 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -32977.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32985.492188 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -32985.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32992.890625 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -32992.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32995.851562 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -32995.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32996.445312 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -32996.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32997.175781 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -32997.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32998.386719 Penalty: 610.546692
	Iteration 17Q: 3 clusters Score -32998.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33000.613281 Penalty: 610.546692
	Iteration 18Q: 3 clusters Score -33000.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33001.664062 Penalty: 610.546692
	Iteration 19Q: 3 clusters Score -33001.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33004.992188 Penalty: 610.546692
	Iteration 20F: 3 clusters Score -33004.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33006.625000 Penalty: 610.546692
	Iteration 21Q: 3 clusters Score -33006.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33006.824219 Penalty: 610.546692
	Iteration 22Q: 3 clusters Score -33006.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33007.000000 Penalty: 610.546692
	Iteration 23Q: 3 clusters Score -33007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33007.000000 Penalty: 610.546692
	Iteration 24F: 3 clusters Score -33007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -7627.785645 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -7627.786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7353.919434 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -7353.919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7415.656738 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -7415.657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7428.782715 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -7428.783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7448.726074 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -7448.726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7475.015137 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -7475.015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7499.918457 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -7499.918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7523.998047 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -7523.998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7554.140625 Penalty: 482.146881
	Iteration 7F: 3 clusters Score -7554.141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7580.929688 Penalty: 482.146881
	Iteration 8F: 3 clusters Score -7580.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7618.614258 Penalty: 482.146881
	Iteration 9F: 3 clusters Score -7618.614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7652.652344 Penalty: 482.146881
	Iteration 10Q: 3 clusters Score -7652.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7659.271484 Penalty: 482.146881
	Iteration 11Q: 3 clusters Score -7659.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7659.271484 Penalty: 482.146881
	Iteration 12F: 3 clusters Score -7659.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 263 members 
Mstep: Class 9 contains 145 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 600 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 98502 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 44 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 5687 members 
Mstep: Class 26 contains 46 members 
Mstep: Class 27 contains 147076 members 
Mstep: Class 28 contains 156 members 
Entering Unmasked Estep 
Score: -23233766.000000 Penalty: 16768.777344
Splitting cluster 21 changes total score from -23234080.000000 to -23233766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -19141.978516 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -19141.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18687.111328 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -18687.11 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18783.591797 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -18783.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18818.619141 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -18818.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18847.343750 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -18847.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18874.585938 Penalty: 552.437134
	Iteration 4F: 3 clusters Score -18874.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18903.750000 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -18903.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18922.609375 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -18922.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18930.589844 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -18930.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18932.554688 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -18932.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18934.945312 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -18934.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18935.378906 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -18935.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18935.378906 Penalty: 552.437134
	Iteration 11F: 3 clusters Score -18935.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -156930.843750 Penalty: 366.625092
	Iteration 0F: 2 clusters Score -156930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -154736.500000 Penalty: 733.250183
	Iteration 0F: 3 clusters Score -154736.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -155513.328125 Penalty: 733.250183
	Iteration 1F: 3 clusters Score -155513.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -155599.812500 Penalty: 733.250183
	Iteration 2F: 3 clusters Score -155599.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -155677.453125 Penalty: 733.250183
	Iteration 3F: 3 clusters Score -155677.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -155766.484375 Penalty: 733.250183
	Iteration 4Q: 3 clusters Score -155766.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -155864.000000 Penalty: 733.250183
	Iteration 5Q: 3 clusters Score -155864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -155978.109375 Penalty: 733.250183
	Iteration 6Q: 3 clusters Score -155978.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -156101.531250 Penalty: 733.250183
	Iteration 7Q: 3 clusters Score -156101.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -156220.531250 Penalty: 733.250183
	Iteration 8Q: 3 clusters Score -156220.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -156287.500000 Penalty: 733.250183
	Iteration 9Q: 3 clusters Score -156287.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -156329.750000 Penalty: 733.250183
	Iteration 10Q: 3 clusters Score -156329.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -156355.812500 Penalty: 733.250183
	Iteration 11Q: 3 clusters Score -156355.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -156371.609375 Penalty: 733.250183
	Iteration 12Q: 3 clusters Score -156371.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -156387.921875 Penalty: 733.250183
	Iteration 13Q: 3 clusters Score -156387.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -156400.640625 Penalty: 733.250183
	Iteration 14Q: 3 clusters Score -156400.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -156414.328125 Penalty: 733.250183
	Iteration 15Q: 3 clusters Score -156414.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -156432.484375 Penalty: 733.250183
	Iteration 16Q: 3 clusters Score -156432.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -156466.765625 Penalty: 733.250183
	Iteration 17Q: 3 clusters Score -156466.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -156488.250000 Penalty: 733.250183
	Iteration 18Q: 3 clusters Score -156488.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -156506.406250 Penalty: 733.250183
	Iteration 19Q: 3 clusters Score -156506.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -156517.000000 Penalty: 733.250183
	Iteration 20F: 3 clusters Score -156517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -156525.765625 Penalty: 733.250183
	Iteration 21Q: 3 clusters Score -156525.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -156533.359375 Penalty: 733.250183
	Iteration 22Q: 3 clusters Score -156533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -156539.437500 Penalty: 733.250183
	Iteration 23Q: 3 clusters Score -156539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -156542.921875 Penalty: 733.250183
	Iteration 24Q: 3 clusters Score -156542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -156546.625000 Penalty: 733.250183
	Iteration 25Q: 3 clusters Score -156546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -156548.406250 Penalty: 733.250183
	Iteration 26Q: 3 clusters Score -156548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -156551.015625 Penalty: 733.250183
	Iteration 27Q: 3 clusters Score -156551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -156553.328125 Penalty: 733.250183
	Iteration 28Q: 3 clusters Score -156553.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -156555.781250 Penalty: 733.250183
	Iteration 29Q: 3 clusters Score -156555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156558.812500 Penalty: 733.250183
	Iteration 30Q: 3 clusters Score -156558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -156562.546875 Penalty: 733.250183
	Iteration 31Q: 3 clusters Score -156562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -156565.218750 Penalty: 733.250183
	Iteration 32Q: 3 clusters Score -156565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -156566.375000 Penalty: 733.250183
	Iteration 33Q: 3 clusters Score -156566.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -156568.843750 Penalty: 733.250183
	Iteration 34Q: 3 clusters Score -156568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -156570.437500 Penalty: 733.250183
	Iteration 35Q: 3 clusters Score -156570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -156572.906250 Penalty: 733.250183
	Iteration 36Q: 3 clusters Score -156572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -156574.921875 Penalty: 733.250183
	Iteration 37Q: 3 clusters Score -156574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -156575.765625 Penalty: 733.250183
	Iteration 38Q: 3 clusters Score -156575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -156575.750000 Penalty: 733.250183
	Iteration 39Q: 3 clusters Score -156575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -156575.750000 Penalty: 733.250183
	Iteration 40F: 3 clusters Score -156575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -161870.500000 Penalty: 368.085419
	Iteration 0F: 2 clusters Score -161870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -159673.000000 Penalty: 736.170837
	Iteration 0F: 3 clusters Score -159673 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -160395.250000 Penalty: 736.170837
	Iteration 1F: 3 clusters Score -160395.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -160475.453125 Penalty: 736.170837
	Iteration 2F: 3 clusters Score -160475.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -160536.281250 Penalty: 736.170837
	Iteration 3Q: 3 clusters Score -160536.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -160584.531250 Penalty: 736.170837
	Iteration 4Q: 3 clusters Score -160584.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -160644.312500 Penalty: 736.170837
	Iteration 5Q: 3 clusters Score -160644.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -160710.437500 Penalty: 736.170837
	Iteration 6Q: 3 clusters Score -160710.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -160775.609375 Penalty: 736.170837
	Iteration 7Q: 3 clusters Score -160775.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -160846.140625 Penalty: 736.170837
	Iteration 8Q: 3 clusters Score -160846.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -160923.000000 Penalty: 736.170837
	Iteration 9Q: 3 clusters Score -160923 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -160999.484375 Penalty: 736.170837
	Iteration 10Q: 3 clusters Score -160999.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -161080.031250 Penalty: 736.170837
	Iteration 11Q: 3 clusters Score -161080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -161142.750000 Penalty: 736.170837
	Iteration 12Q: 3 clusters Score -161142.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -161189.343750 Penalty: 736.170837
	Iteration 13Q: 3 clusters Score -161189.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161220.828125 Penalty: 736.170837
	Iteration 14Q: 3 clusters Score -161220.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161239.953125 Penalty: 736.170837
	Iteration 15Q: 3 clusters Score -161240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161259.406250 Penalty: 736.170837
	Iteration 16Q: 3 clusters Score -161259.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161281.156250 Penalty: 736.170837
	Iteration 17Q: 3 clusters Score -161281.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -161299.875000 Penalty: 736.170837
	Iteration 18Q: 3 clusters Score -161299.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161317.484375 Penalty: 736.170837
	Iteration 19Q: 3 clusters Score -161317.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161334.781250 Penalty: 736.170837
	Iteration 20F: 3 clusters Score -161334.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161346.812500 Penalty: 736.170837
	Iteration 21Q: 3 clusters Score -161346.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161356.921875 Penalty: 736.170837
	Iteration 22Q: 3 clusters Score -161356.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161363.625000 Penalty: 736.170837
	Iteration 23Q: 3 clusters Score -161363.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161368.656250 Penalty: 736.170837
	Iteration 24Q: 3 clusters Score -161368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161372.531250 Penalty: 736.170837
	Iteration 25Q: 3 clusters Score -161372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161380.125000 Penalty: 736.170837
	Iteration 26Q: 3 clusters Score -161380.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -161388.687500 Penalty: 736.170837
	Iteration 27Q: 3 clusters Score -161388.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161396.093750 Penalty: 736.170837
	Iteration 28Q: 3 clusters Score -161396.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161403.796875 Penalty: 736.170837
	Iteration 29Q: 3 clusters Score -161403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161411.531250 Penalty: 736.170837
	Iteration 30Q: 3 clusters Score -161411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161420.015625 Penalty: 736.170837
	Iteration 31Q: 3 clusters Score -161420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -161427.953125 Penalty: 736.170837
	Iteration 32Q: 3 clusters Score -161428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161433.906250 Penalty: 736.170837
	Iteration 33Q: 3 clusters Score -161433.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -161439.281250 Penalty: 736.170837
	Iteration 34Q: 3 clusters Score -161439.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -161447.140625 Penalty: 736.170837
	Iteration 35Q: 3 clusters Score -161447.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -161454.781250 Penalty: 736.170837
	Iteration 36Q: 3 clusters Score -161454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -161463.046875 Penalty: 736.170837
	Iteration 37Q: 3 clusters Score -161463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -161466.593750 Penalty: 736.170837
	Iteration 38Q: 3 clusters Score -161466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -161468.500000 Penalty: 736.170837
	Iteration 39Q: 3 clusters Score -161468.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -161471.546875 Penalty: 736.170837
	Iteration 40F: 3 clusters Score -161471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -161474.796875 Penalty: 736.170837
	Iteration 41Q: 3 clusters Score -161474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -161476.062500 Penalty: 736.170837
	Iteration 42Q: 3 clusters Score -161476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -161477.031250 Penalty: 736.170837
	Iteration 43Q: 3 clusters Score -161477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -161481.453125 Penalty: 736.170837
	Iteration 44Q: 3 clusters Score -161481.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -161487.953125 Penalty: 736.170837
	Iteration 45Q: 3 clusters Score -161488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -161491.921875 Penalty: 736.170837
	Iteration 46Q: 3 clusters Score -161491.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -161494.734375 Penalty: 736.170837
	Iteration 47Q: 3 clusters Score -161494.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -161498.468750 Penalty: 736.170837
	Iteration 48Q: 3 clusters Score -161498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -161501.234375 Penalty: 736.170837
	Iteration 49Q: 3 clusters Score -161501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -161504.968750 Penalty: 736.170837
	Iteration 50Q: 3 clusters Score -161505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -161506.781250 Penalty: 736.170837
	Iteration 51Q: 3 clusters Score -161506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -161507.875000 Penalty: 736.170837
	Iteration 52Q: 3 clusters Score -161507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -161510.125000 Penalty: 736.170837
	Iteration 53Q: 3 clusters Score -161510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -161510.937500 Penalty: 736.170837
	Iteration 54Q: 3 clusters Score -161510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -161511.703125 Penalty: 736.170837
	Iteration 55Q: 3 clusters Score -161511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -161512.187500 Penalty: 736.170837
	Iteration 56Q: 3 clusters Score -161512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -161512.703125 Penalty: 736.170837
	Iteration 57Q: 3 clusters Score -161512.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -161512.703125 Penalty: 736.170837
	Iteration 58F: 3 clusters Score -161512.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Entering Unmasked Estep 
Score: -254730.703125 Penalty: 393.390167
	Iteration 0F: 2 clusters Score -254730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -250929.531250 Penalty: 786.780334
	Iteration 0F: 3 clusters Score -250929.5 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -252253.203125 Penalty: 786.780334
	Iteration 1F: 3 clusters Score -252253.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -252367.031250 Penalty: 786.780334
	Iteration 2F: 3 clusters Score -252367 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -252481.437500 Penalty: 786.780334
	Iteration 3F: 3 clusters Score -252481.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -252617.750000 Penalty: 786.780334
	Iteration 4F: 3 clusters Score -252617.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -252808.921875 Penalty: 786.780334
	Iteration 5F: 3 clusters Score -252808.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -253136.500000 Penalty: 786.780334
	Iteration 6F: 3 clusters Score -253136.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -253516.453125 Penalty: 786.780334
	Iteration 7F: 3 clusters Score -253516.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -253868.671875 Penalty: 786.780334
	Iteration 8F: 3 clusters Score -253868.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -254091.265625 Penalty: 786.780334
	Iteration 9Q: 3 clusters Score -254091.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -254231.875000 Penalty: 786.780334
	Iteration 10Q: 3 clusters Score -254231.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -254385.890625 Penalty: 786.780334
	Iteration 11Q: 3 clusters Score -254385.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -254504.437500 Penalty: 786.780334
	Iteration 12Q: 3 clusters Score -254504.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -254545.437500 Penalty: 786.780334
	Iteration 13Q: 3 clusters Score -254545.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -254560.468750 Penalty: 786.780334
	Iteration 14Q: 3 clusters Score -254560.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -254571.015625 Penalty: 786.780334
	Iteration 15Q: 3 clusters Score -254571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -254579.109375 Penalty: 786.780334
	Iteration 16Q: 3 clusters Score -254579.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -254584.984375 Penalty: 786.780334
	Iteration 17Q: 3 clusters Score -254585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -254588.953125 Penalty: 786.780334
	Iteration 18Q: 3 clusters Score -254589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -254592.218750 Penalty: 786.780334
	Iteration 19Q: 3 clusters Score -254592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -254594.296875 Penalty: 786.780334
	Iteration 20F: 3 clusters Score -254594.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -254595.515625 Penalty: 786.780334
	Iteration 21Q: 3 clusters Score -254595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -254596.546875 Penalty: 786.780334
	Iteration 22Q: 3 clusters Score -254596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -254597.265625 Penalty: 786.780334
	Iteration 23Q: 3 clusters Score -254597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -254597.375000 Penalty: 786.780334
	Iteration 24Q: 3 clusters Score -254597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -254598.015625 Penalty: 786.780334
	Iteration 25Q: 3 clusters Score -254598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -254597.984375 Penalty: 786.780334
	Iteration 26Q: 3 clusters Score -254598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -254597.984375 Penalty: 786.780334
	Iteration 27F: 3 clusters Score -254598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -1678.077637 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -1678.078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1538.471436 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -1538.471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1550.782959 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -1550.783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1564.159424 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -1564.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1564.159424 Penalty: 348.406372
	Iteration 3F: 3 clusters Score -1564.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (147076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Entering Unmasked Estep 
Score: -6902074.000000 Penalty: 541.391052
	Iteration 0F: 2 clusters Score -6902074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -6803417.500000 Penalty: 1082.782104
	Iteration 0F: 3 clusters Score -6803418 nChanged 72217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -6850570.500000 Penalty: 1082.782104
	Iteration 1F: 3 clusters Score -6850570 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -6855458.000000 Penalty: 1082.782104
	Iteration 2F: 3 clusters Score -6855458 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -6861699.000000 Penalty: 1082.782104
	Iteration 3F: 3 clusters Score -6861699 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101267 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6868528.500000 Penalty: 1082.782104
	Iteration 4F: 3 clusters Score -6868528 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -6875136.500000 Penalty: 1082.782104
	Iteration 5F: 3 clusters Score -6875136 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6881002.000000 Penalty: 1082.782104
	Iteration 6Q: 3 clusters Score -6881002 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -6884713.500000 Penalty: 1082.782104
	Iteration 7Q: 3 clusters Score -6884714 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115712 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6886903.500000 Penalty: 1082.782104
	Iteration 8Q: 3 clusters Score -6886904 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -6888472.000000 Penalty: 1082.782104
	Iteration 9Q: 3 clusters Score -6888472 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6889871.500000 Penalty: 1082.782104
	Iteration 10Q: 3 clusters Score -6889872 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6891300.000000 Penalty: 1082.782104
	Iteration 11Q: 3 clusters Score -6891300 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6892564.500000 Penalty: 1082.782104
	Iteration 12Q: 3 clusters Score -6892564 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6893876.500000 Penalty: 1082.782104
	Iteration 13Q: 3 clusters Score -6893876 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129104 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -6895027.500000 Penalty: 1082.782104
	Iteration 14Q: 3 clusters Score -6895028 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -6895946.500000 Penalty: 1082.782104
	Iteration 15Q: 3 clusters Score -6895946 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -6896837.500000 Penalty: 1082.782104
	Iteration 16Q: 3 clusters Score -6896838 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133739 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -6897540.500000 Penalty: 1082.782104
	Iteration 17Q: 3 clusters Score -6897540 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135002 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -6898186.500000 Penalty: 1082.782104
	Iteration 18Q: 3 clusters Score -6898186 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6898698.000000 Penalty: 1082.782104
	Iteration 19Q: 3 clusters Score -6898698 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -6899179.000000 Penalty: 1082.782104
	Iteration 20F: 3 clusters Score -6899179 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -6899611.000000 Penalty: 1082.782104
	Iteration 21Q: 3 clusters Score -6899611 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6899983.500000 Penalty: 1082.782104
	Iteration 22Q: 3 clusters Score -6899984 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -6900355.500000 Penalty: 1082.782104
	Iteration 23Q: 3 clusters Score -6900356 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6900606.500000 Penalty: 1082.782104
	Iteration 24Q: 3 clusters Score -6900606 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6900787.000000 Penalty: 1082.782104
	Iteration 25Q: 3 clusters Score -6900787 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141886 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -6900982.000000 Penalty: 1082.782104
	Iteration 26Q: 3 clusters Score -6900982 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -6901160.000000 Penalty: 1082.782104
	Iteration 27Q: 3 clusters Score -6901160 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6901304.000000 Penalty: 1082.782104
	Iteration 28Q: 3 clusters Score -6901304 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143314 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -6901400.500000 Penalty: 1082.782104
	Iteration 29Q: 3 clusters Score -6901400 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6901462.000000 Penalty: 1082.782104
	Iteration 30Q: 3 clusters Score -6901462 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6901537.000000 Penalty: 1082.782104
	Iteration 31Q: 3 clusters Score -6901537 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6901608.000000 Penalty: 1082.782104
	Iteration 32Q: 3 clusters Score -6901608 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144424 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6901613.500000 Penalty: 1082.782104
	Iteration 33Q: 3 clusters Score -6901614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144632 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6901634.500000 Penalty: 1082.782104
	Iteration 34Q: 3 clusters Score -6901634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6901667.500000 Penalty: 1082.782104
	Iteration 35Q: 3 clusters Score -6901668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144969 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6901687.500000 Penalty: 1082.782104
	Iteration 36Q: 3 clusters Score -6901688 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6901700.500000 Penalty: 1082.782104
	Iteration 37Q: 3 clusters Score -6901700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145230 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6901707.000000 Penalty: 1082.782104
	Iteration 38Q: 3 clusters Score -6901707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6901712.000000 Penalty: 1082.782104
	Iteration 39Q: 3 clusters Score -6901712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145455 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6901705.500000 Penalty: 1082.782104
	Iteration 40F: 3 clusters Score -6901706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145559 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6901735.000000 Penalty: 1082.782104
	Iteration 41Q: 3 clusters Score -6901735 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145665 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6901752.000000 Penalty: 1082.782104
	Iteration 42Q: 3 clusters Score -6901752 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145750 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6901771.500000 Penalty: 1082.782104
	Iteration 43Q: 3 clusters Score -6901772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6901775.500000 Penalty: 1082.782104
	Iteration 44Q: 3 clusters Score -6901776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145880 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6901802.000000 Penalty: 1082.782104
	Iteration 45Q: 3 clusters Score -6901802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145940 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6901793.000000 Penalty: 1082.782104
	Iteration 46Q: 3 clusters Score -6901793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6901809.000000 Penalty: 1082.782104
	Iteration 47Q: 3 clusters Score -6901809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6901796.000000 Penalty: 1082.782104
	Iteration 48Q: 3 clusters Score -6901796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6901810.500000 Penalty: 1082.782104
	Iteration 49Q: 3 clusters Score -6901810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6901798.500000 Penalty: 1082.782104
	Iteration 50Q: 3 clusters Score -6901798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6901786.000000 Penalty: 1082.782104
	Iteration 51Q: 3 clusters Score -6901786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6901783.500000 Penalty: 1082.782104
	Iteration 52Q: 3 clusters Score -6901784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146182 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6901791.000000 Penalty: 1082.782104
	Iteration 53Q: 3 clusters Score -6901791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146206 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6901789.500000 Penalty: 1082.782104
	Iteration 54Q: 3 clusters Score -6901790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146227 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6901790.500000 Penalty: 1082.782104
	Iteration 55Q: 3 clusters Score -6901790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146241 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6901792.000000 Penalty: 1082.782104
	Iteration 56Q: 3 clusters Score -6901792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146258 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6901791.500000 Penalty: 1082.782104
	Iteration 57Q: 3 clusters Score -6901792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146279 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6901778.500000 Penalty: 1082.782104
	Iteration 58Q: 3 clusters Score -6901778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6901785.000000 Penalty: 1082.782104
	Iteration 59Q: 3 clusters Score -6901785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6901790.500000 Penalty: 1082.782104
	Iteration 60F: 3 clusters Score -6901790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6901797.500000 Penalty: 1082.782104
	Iteration 61Q: 3 clusters Score -6901798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146322 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6901796.000000 Penalty: 1082.782104
	Iteration 62Q: 3 clusters Score -6901796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146326 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6901794.500000 Penalty: 1082.782104
	Iteration 63Q: 3 clusters Score -6901794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6901796.000000 Penalty: 1082.782104
	Iteration 64Q: 3 clusters Score -6901796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146346 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6901805.000000 Penalty: 1082.782104
	Iteration 65Q: 3 clusters Score -6901805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6901806.000000 Penalty: 1082.782104
	Iteration 66Q: 3 clusters Score -6901806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146361 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6901803.000000 Penalty: 1082.782104
	Iteration 67Q: 3 clusters Score -6901803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146369 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6901805.000000 Penalty: 1082.782104
	Iteration 68Q: 3 clusters Score -6901805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146377 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6901804.000000 Penalty: 1082.782104
	Iteration 69Q: 3 clusters Score -6901804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6901805.000000 Penalty: 1082.782104
	Iteration 70Q: 3 clusters Score -6901805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146385 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6901797.500000 Penalty: 1082.782104
	Iteration 71Q: 3 clusters Score -6901798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146391 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6901797.500000 Penalty: 1082.782104
	Iteration 72Q: 3 clusters Score -6901798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146398 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6901803.500000 Penalty: 1082.782104
	Iteration 73Q: 3 clusters Score -6901804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146404 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6901802.000000 Penalty: 1082.782104
	Iteration 74Q: 3 clusters Score -6901802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6901804.000000 Penalty: 1082.782104
	Iteration 75Q: 3 clusters Score -6901804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6901790.500000 Penalty: 1082.782104
	Iteration 76Q: 3 clusters Score -6901790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6901786.000000 Penalty: 1082.782104
	Iteration 77Q: 3 clusters Score -6901786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146427 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6901789.500000 Penalty: 1082.782104
	Iteration 78Q: 3 clusters Score -6901790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6901791.500000 Penalty: 1082.782104
	Iteration 79Q: 3 clusters Score -6901792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6901793.000000 Penalty: 1082.782104
	Iteration 80F: 3 clusters Score -6901793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146444 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6901793.500000 Penalty: 1082.782104
	Iteration 81Q: 3 clusters Score -6901794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6901789.000000 Penalty: 1082.782104
	Iteration 82Q: 3 clusters Score -6901789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146459 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6901792.500000 Penalty: 1082.782104
	Iteration 83Q: 3 clusters Score -6901792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6901793.500000 Penalty: 1082.782104
	Iteration 84Q: 3 clusters Score -6901794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146470 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6901791.000000 Penalty: 1082.782104
	Iteration 85Q: 3 clusters Score -6901791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6901799.000000 Penalty: 1082.782104
	Iteration 86Q: 3 clusters Score -6901799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146477 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6901804.500000 Penalty: 1082.782104
	Iteration 87Q: 3 clusters Score -6901804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146483 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6901800.000000 Penalty: 1082.782104
	Iteration 88Q: 3 clusters Score -6901800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6901793.000000 Penalty: 1082.782104
	Iteration 89Q: 3 clusters Score -6901793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146496 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6901794.500000 Penalty: 1082.782104
	Iteration 90Q: 3 clusters Score -6901794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146504 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6901805.500000 Penalty: 1082.782104
	Iteration 91Q: 3 clusters Score -6901806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146512 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6901806.000000 Penalty: 1082.782104
	Iteration 92Q: 3 clusters Score -6901806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6901802.500000 Penalty: 1082.782104
	Iteration 93Q: 3 clusters Score -6901802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6901803.000000 Penalty: 1082.782104
	Iteration 94Q: 3 clusters Score -6901803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146541 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6901804.000000 Penalty: 1082.782104
	Iteration 95Q: 3 clusters Score -6901804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6901812.000000 Penalty: 1082.782104
	Iteration 96Q: 3 clusters Score -6901812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6901801.500000 Penalty: 1082.782104
	Iteration 97Q: 3 clusters Score -6901802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6901803.000000 Penalty: 1082.782104
	Iteration 98Q: 3 clusters Score -6901803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6901799.500000 Penalty: 1082.782104
	Iteration 99Q: 3 clusters Score -6901800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6901799.500000 Penalty: 1082.782104
	Iteration 100F: 3 clusters Score -6901800 nChanged 0
--- Evaluating fit on full set of 1561127 points ---
Entering Unmasked Estep 
Score: -69760808.000000 Penalty: 17519.539062
25->28 Clusters: Score -69760808.000000, best is -69791832.000000

Main iterations: 0 (time per=infms)
Total iterations: 46194 (time per=146.116594ms)
Iterations metric 2: 422807764992.000000 (time per=15.964016ns)
Iterations metric 3: 5073095098368.000000 (time per=1330.491511ps)

That took 6749.709961 seconds.
